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ORCIDBibTeX records: Peter Tiño
@article{DBLP:journals/tcyb/TangTY23,
author = {Fengzhen Tang and
Peter Tino and
Haibin Yu},
title = {Generalized Learning Vector Quantization With Log-Euclidean Metric
Learning on Symmetric Positive-Definite Manifold},
journal = {{IEEE} Trans. Cybern.},
volume = {53},
number = {8},
pages = {5178--5190},
year = {2023},
url = {https://doi.org/10.1109/TCYB.2022.3178412},
doi = {10.1109/TCYB.2022.3178412},
timestamp = {Tue, 12 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcyb/TangTY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/ZhangTY23,
author = {Shuyi Zhang and
Peter Tino and
Xin Yao},
title = {Hierarchical Reduced-Space Drift Detection Framework for Multivariate
Supervised Data Streams},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {35},
number = {3},
pages = {2628--2640},
year = {2023},
url = {https://doi.org/10.1109/TKDE.2021.3111756},
doi = {10.1109/TKDE.2021.3111756},
timestamp = {Thu, 27 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/ZhangTY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/TaghribiBSSMPT23,
author = {Abolfazl Taghribi and
Kerstin Bunte and
Rory Smith and
Jihye Shin and
Michele Mastropietro and
Reynier F. Peletier and
Peter Tino},
title = {{LAAT:} Locally Aligned Ant Technique for Discovering Multiple Faint
Low Dimensional Structures of Varying Density},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {35},
number = {6},
pages = {6014--6027},
year = {2023},
url = {https://doi.org/10.1109/TKDE.2022.3177368},
doi = {10.1109/TKDE.2022.3177368},
timestamp = {Fri, 02 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/TaghribiBSSMPT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bdc/AdeyemoBT23,
author = {Hayatullahi Bolaji Adeyemo and
Rami Bahsoon and
Peter Tino},
title = {An Approach for Dynamic Behavioural Prediction and Fault Injection
in Cyber-Physical Systems},
booktitle = {Proceedings of the {IEEE/ACM} 10th International Conference on Big
Data Computing, Applications and Technologies, {BDCAT} 2023, Taormina
(Messina), Italy, December 4-7, 2023},
pages = {08:1--08:6},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3632366.3632389},
doi = {10.1145/3632366.3632389},
timestamp = {Mon, 15 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bdc/AdeyemoBT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cinc/OndrusovaTS23,
author = {Beata Ondrusova and
Peter Tino and
Jana Svehl{\'{\i}}kov{\'{a}}},
title = {Inverse Solution Accuracy Using 12-Lead {ECG} vs 9 Significant Electrodes
Derived by Greedy Algorithm},
booktitle = {Computing in Cardiology, CinC 2023, Atlanta, GA, USA, October 1-4,
2023},
pages = {1--4},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.22489/CinC.2023.208},
doi = {10.22489/CINC.2023.208},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cinc/OndrusovaTS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hais/SamandiTB23,
author = {Vahab Samandi and
Peter Tino and
Rami Bahsoon},
editor = {Pablo Garc{\'{\i}}a Bringas and
Hilde P{\'{e}}rez Garc{\'{\i}}a and
Francisco Javier Mart{\'{\i}}nez de Pis{\'{o}}n and
Francisco Mart{\'{\i}}nez{-}{\'{A}}lvarez and
Alicia Troncoso Lora and
{\'{A}}lvaro Herrero and
Jos{\'{e}} Lu{\'{\i}}s Calvo{-}Rolle and
H{\'{e}}ctor Quinti{\'{a}}n and
Emilio Corchado},
title = {Real-Time Workflow Scheduling in Cloud with Recursive Neural Network
and List Scheduling},
booktitle = {Hybrid Artificial Intelligent Systems - 18th International Conference,
{HAIS} 2023, Salamanca, Spain, September 5-7, 2023, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {14001},
pages = {244--255},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-40725-3\_21},
doi = {10.1007/978-3-031-40725-3\_21},
timestamp = {Thu, 14 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/hais/SamandiTB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-10793,
author = {Boyu Li and
Robert Simon Fong and
Peter Tino},
title = {Simple Cycle Reservoirs are Universal},
journal = {CoRR},
volume = {abs/2308.10793},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.10793},
doi = {10.48550/ARXIV.2308.10793},
eprinttype = {arXiv},
eprint = {2308.10793},
timestamp = {Wed, 30 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-10793.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:series/sci/2022-1046,
author = {Robert Simon Fong and
Peter Tino},
title = {Population-Based Optimization on Riemannian Manifolds},
series = {Studies in Computational Intelligence},
volume = {1046},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-04293-5},
doi = {10.1007/978-3-031-04293-5},
isbn = {978-3-031-04292-8},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/series/sci/2022-1046.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ai/CanducciTM22,
author = {Marco Canducci and
Peter Ti{\~{n}}o and
Michele Mastropietro},
title = {Probabilistic modelling of general noisy multi-manifold data sets},
journal = {Artif. Intell.},
volume = {302},
pages = {103579},
year = {2022},
url = {https://doi.org/10.1016/j.artint.2021.103579},
doi = {10.1016/J.ARTINT.2021.103579},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ai/CanducciTM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ascom/CanducciATMMRPS22,
author = {Marco Canducci and
P. Awad and
Abolfazl Taghribi and
Mohammad Mohammadi and
Michele Mastropietro and
Sven De Rijcke and
Reynier Peletier and
Rory Smith and
Kerstin Bunte and
Peter Ti{\~{n}}o},
title = {1-DREAM: 1D Recovery, Extraction and Analysis of Manifolds in noisy
environments},
journal = {Astron. Comput.},
volume = {41},
pages = {100658},
year = {2022},
url = {https://doi.org/10.1016/j.ascom.2022.100658},
doi = {10.1016/J.ASCOM.2022.100658},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ascom/CanducciATMMRPS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/TaghribiCMRBT22,
author = {Abolfazl Taghribi and
Marco Canducci and
Michele Mastropietro and
Sven De Rijcke and
Kerstin Bunte and
Peter Tino},
title = {{ASAP} - {A} sub-sampling approach for preserving topological structures
modeled with geodesic topographic mapping},
journal = {Neurocomputing},
volume = {470},
pages = {376--388},
year = {2022},
url = {https://doi.org/10.1016/j.neucom.2021.05.108},
doi = {10.1016/J.NEUCOM.2021.05.108},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijon/TaghribiCMRBT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/MohammadiTB22,
author = {Mohammad Mohammadi and
Peter Tino and
Kerstin Bunte},
title = {Manifold Alignment Aware Ants: {A} Markovian Process for Manifold
Extraction},
journal = {Neural Comput.},
volume = {34},
number = {3},
pages = {595--641},
year = {2022},
url = {https://doi.org/10.1162/neco\_a\_01478},
doi = {10.1162/NECO\_A\_01478},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/MohammadiTB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/VerzelliALT22,
author = {Pietro Verzelli and
Cesare Alippi and
Lorenzo Livi and
Peter Tino},
title = {Input-to-State Representation in Linear Reservoirs Dynamics},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {33},
number = {9},
pages = {4598--4609},
year = {2022},
url = {https://doi.org/10.1109/TNNLS.2021.3059389},
doi = {10.1109/TNNLS.2021.3059389},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/VerzelliALT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bdc/AdeyemoBT22,
author = {Hayatullahi Bolaji Adeyemo and
Rami Bahsoon and
Peter Ti{\~{n}}o},
title = {Surrogate-based Digital Twin for Predictive Fault Modelling and Testing
of Cyber Physical Systems},
booktitle = {{IEEE/ACM} International Conference on Big Data Computing, Applications
and Technologies, {BDCAT} 2022, Vancouver, WA, USA, December 6-9,
2022},
pages = {166--169},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/BDCAT56447.2022.00028},
doi = {10.1109/BDCAT56447.2022.00028},
timestamp = {Sat, 25 Mar 2023 16:11:39 +0100},
biburl = {https://dblp.org/rec/conf/bdc/AdeyemoBT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cinc/OndrusovaSTT22,
author = {Beata Ondrusova and
Jana Svehl{\'{\i}}kov{\'{a}} and
Milan Tysler and
Peter Tino},
title = {Greedy Selection of the Torso Electrodes for the Solution of Inverse
Problem with a Single Dipole},
booktitle = {Computing in Cardiology, CinC 2022, Tampere, Finland, September 4-7,
2022},
pages = {1--4},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.22489/CinC.2022.279},
doi = {10.22489/CINC.2022.279},
timestamp = {Sun, 06 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cinc/OndrusovaSTT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ideal/SamandiTB22,
author = {Vahab Samandi and
Peter Tino and
Rami Bahsoon},
editor = {Hujun Yin and
David Camacho and
Peter Ti{\~{n}}o},
title = {Duplication Scheduling with Bottom-Up Top-Down Recursive Neural Network},
booktitle = {Intelligent Data Engineering and Automated Learning - {IDEAL} 2022
- 23rd International Conference, {IDEAL} 2022, Manchester, UK, November
24-26, 2022, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13756},
pages = {170--178},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-21753-1\_17},
doi = {10.1007/978-3-031-21753-1\_17},
timestamp = {Mon, 05 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ideal/SamandiTB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/FriessTMXSY22,
author = {Stephen Friess and
Peter Tino and
Stefan Menzel and
Zhao Xu and
Bernhard Sendhoff and
Xin Yao},
title = {Spatio-Temporal Activity Recognition for Evolutionary Search Behavior
Prediction},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2022, Padua,
Italy, July 18-23, 2022},
pages = {1--8},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/IJCNN55064.2022.9892483},
doi = {10.1109/IJCNN55064.2022.9892483},
timestamp = {Mon, 10 Oct 2022 17:40:09 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/FriessTMXSY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ideal/2022,
editor = {Hujun Yin and
David Camacho and
Peter Ti{\~{n}}o},
title = {Intelligent Data Engineering and Automated Learning - {IDEAL} 2022
- 23rd International Conference, {IDEAL} 2022, Manchester, UK, November
24-26, 2022, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13756},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-21753-1},
doi = {10.1007/978-3-031-21753-1},
isbn = {978-3-031-21752-4},
timestamp = {Tue, 22 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ideal/2022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-02056,
author = {Sreejita Ghosh and
Elizabeth Sarah Baranowski and
Michael Biehl and
Wiebke Arlt and
Peter Tino and
Kerstin Bunte},
title = {Interpretable Models Capable of Handling Systematic Missingness in
Imbalanced Classes and Heterogeneous Datasets},
journal = {CoRR},
volume = {abs/2206.02056},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.02056},
doi = {10.48550/ARXIV.2206.02056},
eprinttype = {arXiv},
eprint = {2206.02056},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-02056.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/health/CavdarTMMT21,
author = {Seyma Kucukozer Cavdar and
Tugba Taskaya{-}Temizel and
Abhinav Mehrotra and
Mirco Musolesi and
Peter Tino},
title = {Designing Robust Models for Behaviour Prediction Using Sparse Data
from Mobile Sensing: {A} Case Study of Office Workers' Availability
for Well-being Interventions},
journal = {{ACM} Trans. Comput. Heal.},
volume = {2},
number = {4},
pages = {29:1--29:33},
year = {2021},
url = {https://doi.org/10.1145/3458753},
doi = {10.1145/3458753},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/health/CavdarTMMT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/TangFTSJ21,
author = {Fengzhen Tang and
Haifeng Feng and
Peter Tino and
Bailu Si and
Daxiong Ji},
title = {Probabilistic learning vector quantization on manifold of symmetric
positive definite matrices},
journal = {Neural Networks},
volume = {142},
pages = {105--118},
year = {2021},
url = {https://doi.org/10.1016/j.neunet.2021.04.024},
doi = {10.1016/J.NEUNET.2021.04.024},
timestamp = {Fri, 13 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nn/TangFTSJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tetci/ZhangTLT21,
author = {Yu Zhang and
Peter Ti{\~{n}}o and
Ales Leonardis and
Ke Tang},
title = {A Survey on Neural Network Interpretability},
journal = {{IEEE} Trans. Emerg. Top. Comput. Intell.},
volume = {5},
number = {5},
pages = {726--742},
year = {2021},
url = {https://doi.org/10.1109/TETCI.2021.3100641},
doi = {10.1109/TETCI.2021.3100641},
timestamp = {Fri, 30 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tetci/ZhangTLT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/TangFT21,
author = {Fengzhen Tang and
Mengling Fan and
Peter Ti{\~{n}}o},
title = {Generalized Learning Riemannian Space Quantization: {A} Case Study
on Riemannian Manifold of {SPD} Matrices},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {32},
number = {1},
pages = {281--292},
year = {2021},
url = {https://doi.org/10.1109/TNNLS.2020.2978514},
doi = {10.1109/TNNLS.2020.2978514},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/TangFT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cinc/OndrusovaSZTT21,
author = {Beata Ondrusova and
Jana Svehl{\'{\i}}kov{\'{a}} and
Jan Zelinka and
Milan Tysler and
Peter Tino},
title = {Model-Based Relevance of Measuring Electrodes for the Inverse Solution
with a Single Dipole},
booktitle = {Computing in Cardiology, CinC 2021, Brno, Czech Republic, September
13-15, 2021},
pages = {1--4},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.23919/CinC53138.2021.9662879},
doi = {10.23919/CINC53138.2021.9662879},
timestamp = {Sun, 06 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cinc/OndrusovaSZTT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icws/ElhabbashBTLE21,
author = {Abdessalam Elhabbash and
Rami Bahsoon and
Peter Tino and
Peter R. Lewis and
Yehia Elkhatib},
editor = {Carl K. Chang and
Ernesto Daminai and
Jing Fan and
Parisa Ghodous and
Michael Maximilien and
Zhongjie Wang and
Robert Ward and
Jia Zhang},
title = {Attaining Meta-self-awareness through Assessment of Quality-of-Knowledge},
booktitle = {2021 {IEEE} International Conference on Web Services, {ICWS} 2021,
Chicago, IL, USA, September 5-10, 2021},
pages = {712--723},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICWS53863.2021.00099},
doi = {10.1109/ICWS53863.2021.00099},
timestamp = {Fri, 23 Jun 2023 11:36:46 +0200},
biburl = {https://dblp.org/rec/conf/icws/ElhabbashBTLE21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ideal/CanducciTMRPBT21,
author = {Marco Canducci and
Abolfazl Taghribi and
Michele Mastropietro and
Sven De Rijcke and
Reynier Peletier and
Kerstin Bunte and
Peter Tino},
editor = {Hujun Yin and
David Camacho and
Peter Ti{\~{n}}o and
Richard Allmendinger and
Antonio J. Tall{\'{o}}n{-}Ballesteros and
Ke Tang and
Sung{-}Bae Cho and
Paulo Novais and
Susana Nascimento},
title = {Tracking the Temporal-Evolution of Supernova Bubbles in Numerical
Simulations},
booktitle = {Intelligent Data Engineering and Automated Learning - {IDEAL} 2021
- 22nd International Conference, {IDEAL} 2021, Manchester, UK, November
25-27, 2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13113},
pages = {493--501},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-91608-4\_49},
doi = {10.1007/978-3-030-91608-4\_49},
timestamp = {Fri, 30 Dec 2022 11:13:32 +0100},
biburl = {https://dblp.org/rec/conf/ideal/CanducciTMRPBT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ideal/ChenSZTURT21,
author = {Xinyue Chen and
Yuan Shen and
Eder Zavala and
Krasimira Tsaneva{-}Atanasova and
Thomas Upton and
Georgina Russell and
Peter Tino},
editor = {Hujun Yin and
David Camacho and
Peter Ti{\~{n}}o and
Richard Allmendinger and
Antonio J. Tall{\'{o}}n{-}Ballesteros and
Ke Tang and
Sung{-}Bae Cho and
Paulo Novais and
Susana Nascimento},
title = {SOMiMS - Topographic Mapping in the Model Space},
booktitle = {Intelligent Data Engineering and Automated Learning - {IDEAL} 2021
- 22nd International Conference, {IDEAL} 2021, Manchester, UK, November
25-27, 2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13113},
pages = {502--510},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-91608-4\_50},
doi = {10.1007/978-3-030-91608-4\_50},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ideal/ChenSZTURT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/FriessTXMSY21,
author = {Stephen Friess and
Peter Ti{\~{n}}o and
Zhao Xu and
Stefan Menzel and
Bernhard Sendhoff and
Xin Yao},
title = {Artificial Neural Networks as Feature Extractors in Continuous Evolutionary
Optimization},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2021, Shenzhen,
China, July 18-22, 2021},
pages = {1--9},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/IJCNN52387.2021.9533915},
doi = {10.1109/IJCNN52387.2021.9533915},
timestamp = {Thu, 30 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/FriessTXMSY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/SerraXNLTY21,
author = {Giuseppe Serra and
Zhao Xu and
Mathias Niepert and
Carolin Lawrence and
Peter Ti{\~{n}}o and
Xin Yao},
title = {Interpreting Node Embedding with Text-labeled Graphs},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2021, Shenzhen,
China, July 18-22, 2021},
pages = {1--8},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/IJCNN52387.2021.9533692},
doi = {10.1109/IJCNN52387.2021.9533692},
timestamp = {Wed, 29 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/SerraXNLTY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ZhangPSWHPTY21,
author = {Shuyi Zhang and
Chao Pan and
Liyan Song and
Xiaoyu Wu and
Zheng Hu and
Ke Pei and
Peter Tino and
Xin Yao},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {Label-Assisted Memory Autoencoder for Unsupervised Out-of-Distribution
Detection},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {12977},
pages = {795--810},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86523-8\_48},
doi = {10.1007/978-3-030-86523-8\_48},
timestamp = {Wed, 28 Jun 2023 16:19:42 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/ZhangPSWHPTY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssci/FriessTMSY21,
author = {Stephen Friess and
Peter Tino and
Stefan Menzel and
Bernhard Sendhoff and
Xin Yao},
title = {Predicting {CMA-ES} Operators as Inductive Biases for Shape Optimization
Problems},
booktitle = {{IEEE} Symposium Series on Computational Intelligence, {SSCI} 2021,
Orlando, FL, USA, December 5-7, 2021},
pages = {1--7},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/SSCI50451.2021.9660001},
doi = {10.1109/SSCI50451.2021.9660001},
timestamp = {Thu, 03 Feb 2022 09:28:31 +0100},
biburl = {https://dblp.org/rec/conf/ssci/FriessTMSY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ideal/2021,
editor = {Hujun Yin and
David Camacho and
Peter Ti{\~{n}}o and
Richard Allmendinger and
Antonio J. Tall{\'{o}}n{-}Ballesteros and
Ke Tang and
Sung{-}Bae Cho and
Paulo Novais and
Susana Nascimento},
title = {Intelligent Data Engineering and Automated Learning - {IDEAL} 2021
- 22nd International Conference, {IDEAL} 2021, Manchester, UK, November
25-27, 2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13113},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-91608-4},
doi = {10.1007/978-3-030-91608-4},
isbn = {978-3-030-91607-7},
timestamp = {Fri, 30 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ideal/2021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-00667,
author = {Fengzhen Tang and
Haifeng Feng and
Peter Ti{\~{n}}o and
Bailu Si and
Daxiong Ji},
title = {Probabilistic Learning Vector Quantization on Manifold of Symmetric
Positive Definite Matrices},
journal = {CoRR},
volume = {abs/2102.00667},
year = {2021},
url = {https://arxiv.org/abs/2102.00667},
eprinttype = {arXiv},
eprint = {2102.00667},
timestamp = {Tue, 09 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-00667.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/PfannschmidtJHB20,
author = {Lukas Pfannschmidt and
Jonathan Jakob and
Fabian Hinder and
Michael Biehl and
Peter Ti{\~{n}}o and
Barbara Hammer},
title = {Feature relevance determination for ordinal regression in the context
of feature redundancies and privileged information},
journal = {Neurocomputing},
volume = {416},
pages = {266--279},
year = {2020},
url = {https://doi.org/10.1016/j.neucom.2019.12.133},
doi = {10.1016/J.NEUCOM.2019.12.133},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/PfannschmidtJHB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/imwut/CavdarTMT20,
author = {Seyma Kucukozer Cavdar and
Tugba Taskaya{-}Temizel and
Mirco Musolesi and
Peter Ti{\~{n}}o},
title = {A Multi-perspective Analysis of Social Context and Personal Factors
in Office Settings for the Design of an Effective Mobile Notification
System},
journal = {Proc. {ACM} Interact. Mob. Wearable Ubiquitous Technol.},
volume = {4},
number = {1},
pages = {15:1--15:38},
year = {2020},
url = {https://doi.org/10.1145/3381000},
doi = {10.1145/3381000},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/imwut/CavdarTMT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/Tino20,
author = {Peter Ti{\~{n}}o},
title = {Dynamical Systems as Temporal Feature Spaces},
journal = {J. Mach. Learn. Res.},
volume = {21},
pages = {44:1--44:42},
year = {2020},
url = {http://jmlr.org/papers/v21/19-589.html},
timestamp = {Thu, 18 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/Tino20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/prl/SchleifRT20,
author = {Frank{-}Michael Schleif and
Christoph Raab and
Peter Ti{\~{n}}o},
title = {Sparsification of core set models in non-metric supervised learning},
journal = {Pattern Recognit. Lett.},
volume = {129},
pages = {1--7},
year = {2020},
url = {https://doi.org/10.1016/j.patrec.2019.10.024},
doi = {10.1016/J.PATREC.2019.10.024},
timestamp = {Sat, 22 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/prl/SchleifRT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/FriessTMSY20,
author = {Stephen Friess and
Peter Ti{\~{n}}o and
Stefan Menzel and
Bernhard Sendhoff and
Xin Yao},
title = {Representing Experience in Continuous Evolutionary optimisation through
Problem-tailored Search Operators},
booktitle = {{IEEE} Congress on Evolutionary Computation, {CEC} 2020, Glasgow,
United Kingdom, July 19-24, 2020},
pages = {1--7},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/CEC48606.2020.9185687},
doi = {10.1109/CEC48606.2020.9185687},
timestamp = {Fri, 11 Sep 2020 15:04:20 +0200},
biburl = {https://dblp.org/rec/conf/cec/FriessTMSY20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/TaghribiBMRT20,
author = {Abolfazl Taghribi and
Kerstin Bunte and
Michele Mastropietro and
Sven De Rijcke and
Peter Ti{\~{n}}o},
title = {{ASAP} - {A} Sub-sampling Approach for Preserving Topological Structures},
booktitle = {28th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2020, Bruges, Belgium,
October 2-4, 2020},
pages = {67--72},
year = {2020},
url = {https://www.esann.org/sites/default/files/proceedings/2020/ES2020-147.pdf},
timestamp = {Fri, 29 Jan 2021 22:08:59 +0100},
biburl = {https://dblp.org/rec/conf/esann/TaghribiBMRT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/GhoshTB20,
author = {Sreejita Ghosh and
Peter Ti{\~{n}}o and
Kerstin Bunte},
title = {Visualisation and knowledge discovery from interpretable models},
booktitle = {2020 International Joint Conference on Neural Networks, {IJCNN} 2020,
Glasgow, United Kingdom, July 19-24, 2020},
pages = {1--8},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/IJCNN48605.2020.9206702},
doi = {10.1109/IJCNN48605.2020.9206702},
timestamp = {Fri, 19 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/GhoshTB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ppsn/FriessTMSY20,
author = {Stephen Friess and
Peter Ti{\~{n}}o and
Stefan Menzel and
Bernhard Sendhoff and
Xin Yao},
editor = {Thomas B{\"{a}}ck and
Mike Preuss and
Andr{\'{e}} H. Deutz and
Hao Wang and
Carola Doerr and
Michael T. M. Emmerich and
Heike Trautmann},
title = {Improving Sampling in Evolution Strategies Through Mixture-Based Distributions
Built from Past Problem Instances},
booktitle = {Parallel Problem Solving from Nature - {PPSN} {XVI} - 16th International
Conference, {PPSN} 2020, Leiden, The Netherlands, September 5-9, 2020,
Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12269},
pages = {583--596},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-58112-1\_40},
doi = {10.1007/978-3-030-58112-1\_40},
timestamp = {Wed, 21 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ppsn/FriessTMSY20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-10585,
author = {Pietro Verzelli and
Cesare Alippi and
Lorenzo Livi and
Peter Ti{\~{n}}o},
title = {Input representation in recurrent neural networks dynamics},
journal = {CoRR},
volume = {abs/2003.10585},
year = {2020},
url = {https://arxiv.org/abs/2003.10585},
eprinttype = {arXiv},
eprint = {2003.10585},
timestamp = {Wed, 01 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-10585.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-03632,
author = {Sreejita Ghosh and
Peter Ti{\~{n}}o and
Kerstin Bunte},
title = {Visualisation and knowledge discovery from interpretable models},
journal = {CoRR},
volume = {abs/2005.03632},
year = {2020},
url = {https://arxiv.org/abs/2005.03632},
eprinttype = {arXiv},
eprint = {2005.03632},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2005-03632.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-08326,
author = {Abolfazl Taghribi and
Kerstin Bunte and
Rory Smith and
Jihye Shin and
Michele Mastropietro and
Reynier F. Peletier and
Peter Ti{\~{n}}o},
title = {{LAAT:} Locally Aligned Ant Technique for detecting manifolds of varying
density},
journal = {CoRR},
volume = {abs/2009.08326},
year = {2020},
url = {https://arxiv.org/abs/2009.08326},
eprinttype = {arXiv},
eprint = {2009.08326},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2009-08326.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-04517,
author = {Tom Goodman and
Karoline van Gemst and
Peter Ti{\~{n}}o},
title = {A Geometric Framework for Pitch Estimation on Acoustic Musical Signals},
journal = {CoRR},
volume = {abs/2012.04517},
year = {2020},
url = {https://arxiv.org/abs/2012.04517},
eprinttype = {arXiv},
eprint = {2012.04517},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-04517.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-14261,
author = {Yu Zhang and
Peter Ti{\~{n}}o and
Ales Leonardis and
Ke Tang},
title = {A Survey on Neural Network Interpretability},
journal = {CoRR},
volume = {abs/2012.14261},
year = {2020},
url = {https://arxiv.org/abs/2012.14261},
eprinttype = {arXiv},
eprint = {2012.14261},
timestamp = {Fri, 30 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-14261.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ai/ChongTH19,
author = {Siang Yew Chong and
Peter Ti{\~{n}}o and
Jun He},
title = {Coevolutionary systems and PageRank},
journal = {Artif. Intell.},
volume = {277},
year = {2019},
url = {https://doi.org/10.1016/j.artint.2019.103164},
doi = {10.1016/J.ARTINT.2019.103164},
timestamp = {Fri, 27 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ai/ChongTH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ec/ChongTHY19,
author = {Siang Yew Chong and
Peter Ti{\~{n}}o and
Jun He and
Xin Yao},
title = {A New Framework for Analysis of Coevolutionary Systems - Directed
Graph Representation and Random Walks},
journal = {Evol. Comput.},
volume = {27},
number = {2},
pages = {195--228},
year = {2019},
url = {https://doi.org/10.1162/evco\_a\_00218},
doi = {10.1162/EVCO\_A\_00218},
timestamp = {Fri, 13 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ec/ChongTHY19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/taas/ElhabbashSBT19,
author = {Abdessalam Elhabbash and
Maria Salama and
Rami Bahsoon and
Peter Ti{\~{n}}o},
title = {Self-awareness in Software Engineering: {A} Systematic Literature
Review},
journal = {{ACM} Trans. Auton. Adapt. Syst.},
volume = {14},
number = {2},
pages = {5:1--5:42},
year = {2019},
url = {https://doi.org/10.1145/3347269},
doi = {10.1145/3347269},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/taas/ElhabbashSBT19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/Perez-OrtizTMH19,
author = {Mar{\'{\i}}a P{\'{e}}rez{-}Ortiz and
Peter Ti{\~{n}}o and
Rafal Mantiuk and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez},
title = {Exploiting Synthetically Generated Data with Semi-Supervised Learning
for Small and Imbalanced Datasets},
booktitle = {The Thirty-Third {AAAI} Conference on Artificial Intelligence, {AAAI}
2019, The Thirty-First Innovative Applications of Artificial Intelligence
Conference, {IAAI} 2019, The Ninth {AAAI} Symposium on Educational
Advances in Artificial Intelligence, {EAAI} 2019, Honolulu, Hawaii,
USA, January 27 - February 1, 2019},
pages = {4715--4722},
publisher = {{AAAI} Press},
year = {2019},
url = {https://doi.org/10.1609/aaai.v33i01.33014715},
doi = {10.1609/AAAI.V33I01.33014715},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/Perez-OrtizTMH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cinc/SvehlikovaZTT19,
author = {Jana Svehl{\'{\i}}kov{\'{a}} and
Jan Zelinka and
Milan Tysler and
Peter Ti{\~{n}}o},
title = {Multiobjective Optimization Approach to Localization of Ectopic Beats
by Single Dipole: Case Study},
booktitle = {46th Computing in Cardiology, CinC 2019, Singapore, September 8-11,
2019},
pages = {1--4},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.22489/CinC.2019.303},
doi = {10.22489/CINC.2019.303},
timestamp = {Fri, 20 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cinc/SvehlikovaZTT19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/PfannschmidtJBT19,
author = {Lukas Pfannschmidt and
Jonathan Jakob and
Michael Biehl and
Peter Ti{\~{n}}o and
Barbara Hammer},
title = {Feature relevance bounds for ordinal regression},
booktitle = {27th European Symposium on Artificial Neural Networks, {ESANN} 2019,
Bruges, Belgium, April 24-26, 2019},
year = {2019},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2019-162.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/PfannschmidtJBT19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/FongT19,
author = {Robert Simon Fong and
Peter Ti{\~{n}}o},
editor = {Manuel L{\'{o}}pez{-}Ib{\'{a}}{\~{n}}ez and
Anne Auger and
Thomas St{\"{u}}tzle},
title = {Extended stochastic derivative-free optimization on riemannian manifolds},
booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference
Companion, {GECCO} 2019, Prague, Czech Republic, July 13-17, 2019},
pages = {257--258},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3319619.3322023},
doi = {10.1145/3319619.3322023},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gecco/FongT19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssci/FriessTMSY19,
author = {Stephen Friess and
Peter Ti{\~{n}}o and
Stefan Menzel and
Bernhard Sendhoff and
Xin Yao},
title = {Learning Transferable Variation Operators in a Continuous Genetic
Algorithm},
booktitle = {{IEEE} Symposium Series on Computational Intelligence, {SSCI} 2019,
Xiamen, China, December 6-9, 2019},
pages = {2027--2033},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/SSCI44817.2019.9002976},
doi = {10.1109/SSCI44817.2019.9002976},
timestamp = {Wed, 26 Feb 2020 16:57:41 +0100},
biburl = {https://dblp.org/rec/conf/ssci/FriessTMSY19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ideal/2019-1,
editor = {Hujun Yin and
David Camacho and
Peter Ti{\~{n}}o and
Antonio J. Tall{\'{o}}n{-}Ballesteros and
Ronaldo Menezes and
Richard Allmendinger},
title = {Intelligent Data Engineering and Automated Learning - {IDEAL} 2019
- 20th International Conference, Manchester, UK, November 14-16, 2019,
Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {11871},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-33607-3},
doi = {10.1007/978-3-030-33607-3},
isbn = {978-3-030-33606-6},
timestamp = {Thu, 08 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ideal/2019-1.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ideal/2019-2,
editor = {Hujun Yin and
David Camacho and
Peter Ti{\~{n}}o and
Antonio J. Tall{\'{o}}n{-}Ballesteros and
Ronaldo Menezes and
Richard Allmendinger},
title = {Intelligent Data Engineering and Automated Learning - {IDEAL} 2019
- 20th International Conference, Manchester, UK, November 14-16, 2019,
Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {11872},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-33617-2},
doi = {10.1007/978-3-030-33617-2},
isbn = {978-3-030-33616-5},
timestamp = {Thu, 08 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ideal/2019-2.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-07662,
author = {Lukas Pfannschmidt and
Jonathan Jakob and
Michael Biehl and
Peter Ti{\~{n}}o and
Barbara Hammer},
title = {Feature Relevance Bounds for Ordinal Regression},
journal = {CoRR},
volume = {abs/1902.07662},
year = {2019},
url = {http://arxiv.org/abs/1902.07662},
eprinttype = {arXiv},
eprint = {1902.07662},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1902-07662.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1903-10012,
author = {Mar{\'{\i}}a P{\'{e}}rez{-}Ortiz and
Pedro Antonio Guti{\'{e}}rrez and
Peter Ti{\~{n}}o and
Carlos Casanova{-}Mateo and
Sancho Salcedo{-}Sanz},
title = {A mixture of experts model for predicting persistent weather patterns},
journal = {CoRR},
volume = {abs/1903.10012},
year = {2019},
url = {http://arxiv.org/abs/1903.10012},
eprinttype = {arXiv},
eprint = {1903.10012},
timestamp = {Mon, 26 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1903-10012.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1903-10022,
author = {Mar{\'{\i}}a P{\'{e}}rez{-}Ortiz and
Peter Ti{\~{n}}o and
Rafal Mantiuk and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez},
title = {Exploiting Synthetically Generated Data with Semi-Supervised Learning
for Small and Imbalanced Datasets},
journal = {CoRR},
volume = {abs/1903.10022},
year = {2019},
url = {http://arxiv.org/abs/1903.10022},
eprinttype = {arXiv},
eprint = {1903.10022},
timestamp = {Mon, 26 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1903-10022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-06382,
author = {Peter Ti{\~{n}}o},
title = {Dynamical Systems as Temporal Feature Spaces},
journal = {CoRR},
volume = {abs/1907.06382},
year = {2019},
url = {http://arxiv.org/abs/1907.06382},
eprinttype = {arXiv},
eprint = {1907.06382},
timestamp = {Wed, 17 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-06382.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-04832,
author = {Lukas Pfannschmidt and
Jonathan Jakob and
Fabian Hinder and
Michael Biehl and
Peter Ti{\~{n}}o and
Barbara Hammer},
title = {Feature Relevance Determination for Ordinal Regression in the Context
of Feature Redundancies and Privileged Information},
journal = {CoRR},
volume = {abs/1912.04832},
year = {2019},
url = {http://arxiv.org/abs/1912.04832},
eprinttype = {arXiv},
eprint = {1912.04832},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1912-04832.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/Tino18,
author = {Peter Ti{\~{n}}o},
title = {Asymptotic Fisher memory of randomized linear symmetric Echo State
Networks},
journal = {Neurocomputing},
volume = {298},
pages = {4--8},
year = {2018},
url = {https://doi.org/10.1016/j.neucom.2017.11.076},
doi = {10.1016/J.NEUCOM.2017.11.076},
timestamp = {Fri, 01 Jun 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/Tino18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/SchleifGT18,
author = {Frank{-}Michael Schleif and
Andrej Gisbrecht and
Peter Ti{\~{n}}o},
title = {Supervised low rank indefinite kernel approximation using minimum
enclosing balls},
journal = {Neurocomputing},
volume = {318},
pages = {213--226},
year = {2018},
url = {https://doi.org/10.1016/j.neucom.2018.08.057},
doi = {10.1016/J.NEUCOM.2018.08.057},
timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijon/SchleifGT18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/BiehlBLT18,
author = {Michael Biehl and
Kerstin Bunte and
Giuseppe Longo and
Peter Ti{\~{n}}o},
title = {Machine learning and data analysis in astroinformatics},
booktitle = {26th European Symposium on Artificial Neural Networks, {ESANN} 2018,
Bruges, Belgium, April 25-27, 2018},
year = {2018},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2018-2.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/BiehlBLT18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/GallicchioMT18,
author = {Claudio Gallicchio and
Alessio Micheli and
Peter Ti{\~{n}}o},
title = {Randomized Recurrent Neural Networks},
booktitle = {26th European Symposium on Artificial Neural Networks, {ESANN} 2018,
Bruges, Belgium, April 25-27, 2018},
year = {2018},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2018-6.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/GallicchioMT18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/Perez-OrtizGTCS18,
author = {M. P{\'{e}}rez{-}Ortiz and
Pedro Antonio Guti{\'{e}}rrez and
Peter Ti{\~{n}}o and
Carlos Casanova{-}Mateo and
Sancho Salcedo{-}Sanz},
title = {A mixture of experts model for predicting persistent weather patterns},
booktitle = {2018 International Joint Conference on Neural Networks, {IJCNN} 2018,
Rio de Janeiro, Brazil, July 8-13, 2018},
pages = {1--8},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/IJCNN.2018.8489179},
doi = {10.1109/IJCNN.2018.8489179},
timestamp = {Mon, 26 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/Perez-OrtizGTCS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sspr/SchleifRT18,
author = {Frank{-}Michael Schleif and
Christoph Raab and
Peter Ti{\~{n}}o},
editor = {Xiao Bai and
Edwin R. Hancock and
Tin Kam Ho and
Richard C. Wilson and
Battista Biggio and
Antonio Robles{-}Kelly},
title = {Sparsification of Indefinite Learning Models},
booktitle = {Structural, Syntactic, and Statistical Pattern Recognition - Joint
{IAPR} International Workshop, {S+SSPR} 2018, Beijing, China, August
17-19, 2018, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11004},
pages = {173--183},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-319-97785-0\_17},
doi = {10.1007/978-3-319-97785-0\_17},
timestamp = {Mon, 26 Jun 2023 20:47:53 +0200},
biburl = {https://dblp.org/rec/conf/sspr/SchleifRT18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/TangT17,
author = {Fengzhen Tang and
Peter Ti{\~{n}}o},
title = {Ordinal regression based on learning vector quantization},
journal = {Neural Networks},
volume = {93},
pages = {76--88},
year = {2017},
url = {https://doi.org/10.1016/j.neunet.2017.05.006},
doi = {10.1016/J.NEUNET.2017.05.006},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nn/TangT17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/SchleifT17,
author = {Frank{-}Michael Schleif and
Peter Ti{\~{n}}o},
title = {Indefinite Core Vector Machine},
journal = {Pattern Recognit.},
volume = {71},
pages = {187--195},
year = {2017},
url = {https://doi.org/10.1016/j.patcog.2017.06.003},
doi = {10.1016/J.PATCOG.2017.06.003},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pr/SchleifT17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/GhoshBVVBATB17,
author = {Sreejita Ghosh and
Elizabeth Sarah Baranowski and
Rick van Veen and
Gert{-}Jan de Vries and
Michael Biehl and
Wiebke Arlt and
Peter Ti{\~{n}}o and
Kerstin Bunte},
title = {Comparison of strategies to learn from imbalanced classes for computer
aided diagnosis of inborn steroidogenic disorders},
booktitle = {25th European Symposium on Artificial Neural Networks, {ESANN} 2017,
Bruges, Belgium, April 26-28, 2017},
year = {2017},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2017-94.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/GhoshBVVBATB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/Tino17,
author = {Peter Ti{\~{n}}o},
title = {Fisher memory of linear Wigner echo state networks},
booktitle = {25th European Symposium on Artificial Neural Networks, {ESANN} 2017,
Bruges, Belgium, April 26-28, 2017},
year = {2017},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2017-69.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/Tino17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icws/ElhabbashBT17,
author = {Abdessalam Elhabbash and
Rami Bahsoon and
Peter Ti{\~{n}}o},
editor = {Ilkay Altintas and
Shiping Chen},
title = {Self-Awareness for Dynamic Knowledge Management in Self-Adaptive Volunteer
Services},
booktitle = {2017 {IEEE} International Conference on Web Services, {ICWS} 2017,
Honolulu, HI, USA, June 25-30, 2017},
pages = {180--187},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/ICWS.2017.31},
doi = {10.1109/ICWS.2017.31},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icws/ElhabbashBT17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/TsapeliTM17,
author = {Fani Tsapeli and
Peter Ti{\~{n}}o and
Mirco Musolesi},
title = {Probabilistic matching: Causal inference under measurement errors},
booktitle = {2017 International Joint Conference on Neural Networks, {IJCNN} 2017,
Anchorage, AK, USA, May 14-19, 2017},
pages = {278--285},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/IJCNN.2017.7965866},
doi = {10.1109/IJCNN.2017.7965866},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/TsapeliTM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/PasaST17,
author = {Luca Pasa and
Alessandro Sperduti and
Peter Ti{\~{n}}o},
title = {Linear dynamical based models for sequential domains},
booktitle = {2017 International Joint Conference on Neural Networks, {IJCNN} 2017,
Anchorage, AK, USA, May 14-19, 2017},
pages = {2201--2208},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/IJCNN.2017.7966122},
doi = {10.1109/IJCNN.2017.7966122},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/PasaST17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/ShenTT17,
author = {Yuan Shen and
Peter Ti{\~{n}}o and
Krasimira Tsaneva{-}Atanasova},
title = {Classification of sparsely and irregularly sampled time series: {A}
learning in model space approach},
booktitle = {2017 International Joint Conference on Neural Networks, {IJCNN} 2017,
Anchorage, AK, USA, May 14-19, 2017},
pages = {3696--3703},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/IJCNN.2017.7966321},
doi = {10.1109/IJCNN.2017.7966321},
timestamp = {Fri, 27 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/ShenTT17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1709-06519,
author = {Fani Tsapeli and
Nikolaos Bezirgiannidis and
Peter Ti{\~{n}}o and
Mirco Musolesi},
title = {Linking Twitter Events With Stock Market Jitters},
journal = {CoRR},
volume = {abs/1709.06519},
year = {2017},
url = {http://arxiv.org/abs/1709.06519},
eprinttype = {arXiv},
eprint = {1709.06519},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1709-06519.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ficn/AlahmadiSFLBKT16,
author = {Hanin H. Alahmadi and
Yuan Shen and
Shereen Fouad and
Caroline Di Bernardi Luft and
Peter Bentham and
Zoe Kourtzi and
Peter Ti{\~{n}}o},
title = {Classifying Cognitive Profiles Using Machine Learning with Privileged
Information in Mild Cognitive Impairment},
journal = {Frontiers Comput. Neurosci.},
volume = {10},
pages = {117},
year = {2016},
url = {https://doi.org/10.3389/fncom.2016.00117},
doi = {10.3389/FNCOM.2016.00117},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ficn/AlahmadiSFLBKT16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/GianniotisKTP16,
author = {Nikolaos Gianniotis and
Sven Dennis K{\"{u}}gler and
Peter Ti{\~{n}}o and
Kai Lars Polsterer},
title = {Model-coupled autoencoder for time series visualisation},
journal = {Neurocomputing},
volume = {192},
pages = {139--146},
year = {2016},
url = {https://doi.org/10.1016/j.neucom.2016.01.086},
doi = {10.1016/J.NEUCOM.2016.01.086},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/GianniotisKTP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/Perez-OrtizGTH16,
author = {Mar{\'{\i}}a P{\'{e}}rez{-}Ortiz and
Pedro Antonio Guti{\'{e}}rrez and
Peter Ti{\~{n}}o and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez},
title = {Oversampling the Minority Class in the Feature Space},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {27},
number = {9},
pages = {1947--1961},
year = {2016},
url = {https://doi.org/10.1109/TNNLS.2015.2461436},
doi = {10.1109/TNNLS.2015.2461436},
timestamp = {Mon, 26 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/Perez-OrtizGTH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/annpr/SchleifKT16,
author = {Frank{-}Michael Schleif and
Ata Kab{\'{a}}n and
Peter Ti{\~{n}}o},
editor = {Friedhelm Schwenker and
Hazem M. Abbas and
Neamat El Gayar and
Edmondo Trentin},
title = {Finding Small Sets of Random Fourier Features for Shift-Invariant
Kernel Approximation},
booktitle = {Artificial Neural Networks in Pattern Recognition - 7th {IAPR} {TC3}
Workshop, {ANNPR} 2016, Ulm, Germany, September 28-30, 2016, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9896},
pages = {42--54},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-46182-3\_4},
doi = {10.1007/978-3-319-46182-3\_4},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/annpr/SchleifKT16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/SchleifTL16,
author = {Frank{-}Michael Schleif and
Peter Ti{\~{n}}o and
Yingyu Liang},
title = {Learning in indefinite proximity spaces - recent trends},
booktitle = {24th European Symposium on Artificial Neural Networks, {ESANN} 2016,
Bruges, Belgium, April 27-29, 2016},
year = {2016},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2016-22.pdf},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/SchleifTL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ideal/OtaibiTR16,
author = {Sultanah Al Otaibi and
Peter Ti{\~{n}}o and
Somak Raychaudhury},
editor = {Hujun Yin and
Yang Gao and
Bin Li and
Daoqiang Zhang and
Ming Yang and
Yun Li and
Frank Klawonn and
Antonio J. Tall{\'{o}}n{-}Ballesteros},
title = {Probabilistic Modelling for Delay Estimation in Gravitationally Lensed
Photon Streams},
booktitle = {Intelligent Data Engineering and Automated Learning - {IDEAL} 2016
- 17th International Conference, Yangzhou, China, October 12-14, 2016,
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9937},
pages = {552--559},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-46257-8\_59},
doi = {10.1007/978-3-319-46257-8\_59},
timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ideal/OtaibiTR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/saso/ElhabbashBT16,
author = {Abdessalam Elhabbash and
Rami Bahsoon and
Peter Ti{\~{n}}o},
editor = {Giacomo Cabri and
Gauthier Picard and
Niranjan Suri},
title = {Interaction-Awareness for Self-Adaptive Volunteer Computing},
booktitle = {10th {IEEE} International Conference on Self-Adaptive and Self-Organizing
Systems, {SASO} 2016, Augsburg, Germany, September 12-16, 2016},
pages = {148--149},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/SASO.2016.24},
doi = {10.1109/SASO.2016.24},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/saso/ElhabbashBT16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsom/AlowadiST16,
author = {Nahed Alowadi and
Yuan Shen and
Peter Ti{\~{n}}o},
editor = {Erzs{\'{e}}bet Mer{\'{e}}nyi and
Michael J. Mendenhall and
Patrick O'Driscoll},
title = {Prototype-Based Spatio-Temporal Probabilistic Modelling of fMRI Data},
booktitle = {Advances in Self-Organizing Maps and Learning Vector Quantization
- Proceedings of the 11th International Workshop {WSOM} 2016, Houston,
Texas, USA, January 6-8, 2016},
series = {Advances in Intelligent Systems and Computing},
volume = {428},
pages = {193--203},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-28518-4\_17},
doi = {10.1007/978-3-319-28518-4\_17},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wsom/AlowadiST16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/GianniotisKTP16,
author = {Nikolaos Gianniotis and
Sven Dennis K{\"{u}}gler and
Peter Ti{\~{n}}o and
Kai Lars Polsterer},
title = {Model-Coupled Autoencoder for Time Series Visualisation},
journal = {CoRR},
volume = {abs/1601.05654},
year = {2016},
url = {http://arxiv.org/abs/1601.05654},
eprinttype = {arXiv},
eprint = {1601.05654},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/GianniotisKTP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SchleifGT16,
author = {Frank{-}Michael Schleif and
Andrej Gisbrecht and
Peter Ti{\~{n}}o},
title = {Probabilistic classifiers with low rank indefinite kernels},
journal = {CoRR},
volume = {abs/1604.02264},
year = {2016},
url = {http://arxiv.org/abs/1604.02264},
eprinttype = {arXiv},
eprint = {1604.02264},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/SchleifGT16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/TangTGC15,
author = {Fengzhen Tang and
Peter Ti{\~{n}}o and
Pedro Antonio Guti{\'{e}}rrez and
Huanhuan Chen},
title = {The Benefits of Modeling Slack Variables in SVMs},
journal = {Neural Comput.},
volume = {27},
number = {4},
pages = {954--981},
year = {2015},
url = {https://doi.org/10.1162/NECO\_a\_00714},
doi = {10.1162/NECO\_A\_00714},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/TangTGC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/SchleifT15,
author = {Frank{-}Michael Schleif and
Peter Ti{\~{n}}o},
title = {Indefinite Proximity Learning: {A} Review},
journal = {Neural Comput.},
volume = {27},
number = {10},
pages = {2039--2096},
year = {2015},
url = {https://doi.org/10.1162/NECO\_a\_00770},
doi = {10.1162/NECO\_A\_00770},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/SchleifT15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/GianniotisKTPM15,
author = {Nikolaos Gianniotis and
Sven Dennis K{\"{u}}gler and
Peter Ti{\~{n}}o and
Kai Polsterer and
Ranjeev Misra},
title = {Autoencoding time series for visualisation},
booktitle = {23rd European Symposium on Artificial Neural Networks, {ESANN} 2015,
Bruges, Belgium, April 22-24, 2015},
year = {2015},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2015-37.pdf},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/GianniotisKTPM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/SchleifGT15,
author = {Frank{-}Michael Schleif and
Andrej Gisbrecht and
Peter Ti{\~{n}}o},
title = {Probabilistic Classification Vector Machine at large scale},
booktitle = {23rd European Symposium on Artificial Neural Networks, {ESANN} 2015,
Bruges, Belgium, April 22-24, 2015},
year = {2015},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2015-7.pdf},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/SchleifGT15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iconip/IbrahemTPPB15,
author = {Rafee T. Ibrahem and
Peter Ti{\~{n}}o and
Richard J. Pearson and
Trevor J. Ponman and
Arif Babul},
editor = {Sabri Arik and
Tingwen Huang and
Weng Kin Lai and
Qingshan Liu},
title = {Automated Detection of Galaxy Groups Through Probabilistic Hough Transform},
booktitle = {Neural Information Processing - 22nd International Conference, {ICONIP}
2015, Istanbul, Turkey, November 9-12, 2015, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {9491},
pages = {323--331},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-26555-1\_37},
doi = {10.1007/978-3-319-26555-1\_37},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iconip/IbrahemTPPB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icws/ElhabbashBTL15,
author = {Abdessalam Elhabbash and
Rami Bahsoon and
Peter Ti{\~{n}}o and
Peter R. Lewis},
editor = {John A. Miller and
Hong Zhu},
title = {Self-Adaptive Volunteered Services Composition through Stimulus- and
Time-Awareness},
booktitle = {2015 {IEEE} International Conference on Web Services, {ICWS} 2015,
New York, NY, USA, June 27 - July 2, 2015},
pages = {57--64},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/ICWS.2015.18},
doi = {10.1109/ICWS.2015.18},
timestamp = {Thu, 11 Apr 2024 20:25:44 +0200},
biburl = {https://dblp.org/rec/conf/icws/ElhabbashBTL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/ChenTTCY15,
author = {Huanhuan Chen and
Fengzhen Tang and
Peter Ti{\~{n}}o and
Anthony G. Cohn and
Xin Yao},
editor = {Qiang Yang and
Michael J. Wooldridge},
title = {Model Metric Co-Learning for Time Series Classification},
booktitle = {Proceedings of the Twenty-Fourth International Joint Conference on
Artificial Intelligence, {IJCAI} 2015, Buenos Aires, Argentina, July
25-31, 2015},
pages = {3387--3394},
publisher = {{AAAI} Press},
year = {2015},
url = {http://ijcai.org/Abstract/15/477},
timestamp = {Tue, 20 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/ChenTTCY15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/SchleifCT15,
author = {Frank{-}Michael Schleif and
H. Chen and
Peter Ti{\~{n}}o},
title = {Incremental probabilistic classification vector machine with linear
costs},
booktitle = {2015 International Joint Conference on Neural Networks, {IJCNN} 2015,
Killarney, Ireland, July 12-17, 2015},
pages = {1--8},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/IJCNN.2015.7280377},
doi = {10.1109/IJCNN.2015.7280377},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/SchleifCT15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/simbad/SchleifGT15,
author = {Frank{-}Michael Schleif and
Andrej Gisbrecht and
Peter Ti{\~{n}}o},
editor = {Aasa Feragen and
Marcello Pelillo and
Marco Loog},
title = {Large Scale Indefinite Kernel Fisher Discriminant},
booktitle = {Similarity-Based Pattern Recognition - Third International Workshop,
{SIMBAD} 2015, Copenhagen, Denmark, October 12-14, 2015, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9370},
pages = {160--170},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-24261-3\_13},
doi = {10.1007/978-3-319-24261-3\_13},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/simbad/SchleifGT15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/sp/TinoBS15,
author = {Peter Ti{\~{n}}o and
Lubica Benuskova and
Alessandro Sperduti},
editor = {Janusz Kacprzyk and
Witold Pedrycz},
title = {Artificial Neural Network Models},
booktitle = {Springer Handbook of Computational Intelligence},
series = {Springer Handbooks},
pages = {455--471},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-662-43505-2\_27},
doi = {10.1007/978-3-662-43505-2\_27},
timestamp = {Fri, 27 Dec 2019 21:19:20 +0100},
biburl = {https://dblp.org/rec/reference/sp/TinoBS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/GianniotisKTPM15,
author = {Nikolaos Gianniotis and
Sven Dennis K{\"{u}}gler and
Peter Ti{\~{n}}o and
Kai Polsterer and
Ranjeev Misra},
title = {Autoencoding Time Series for Visualisation},
journal = {CoRR},
volume = {abs/1505.00936},
year = {2015},
url = {http://arxiv.org/abs/1505.00936},
eprinttype = {arXiv},
eprint = {1505.00936},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/GianniotisKTPM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cce/ChenTY14,
author = {Huanhuan Chen and
Peter Ti{\~{n}}o and
Xin Yao},
title = {Cognitive fault diagnosis in Tennessee Eastman Process using learning
in the model space},
journal = {Comput. Chem. Eng.},
volume = {67},
pages = {33--42},
year = {2014},
url = {https://doi.org/10.1016/j.compchemeng.2014.03.015},
doi = {10.1016/J.COMPCHEMENG.2014.03.015},
timestamp = {Mon, 18 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cce/ChenTY14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eaai/QuevedoCCTPGSY14,
author = {Joseba Quevedo and
Huanhuan Chen and
Miquel {\`{A}}ngel Cuguer{\'{o}} and
Peter Ti{\~{n}}o and
Vicen{\c{c}} Puig and
Diego Garc{\'{\i}}a and
Ramon Sarrate and
Xin Yao},
title = {Combining learning in model space fault diagnosis with data validation/reconstruction:
Application to the Barcelona water network},
journal = {Eng. Appl. Artif. Intell.},
volume = {30},
pages = {18--29},
year = {2014},
url = {https://doi.org/10.1016/j.engappai.2014.01.008},
doi = {10.1016/J.ENGAPPAI.2014.01.008},
timestamp = {Sat, 22 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eaai/QuevedoCCTPGSY14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neuroimage/ShenMKT14,
author = {Yuan Shen and
Stephen D. Mayhew and
Zoe Kourtzi and
Peter Ti{\~{n}}o},
title = {Spatial-temporal modelling of fMRI data through spatially regularized
mixture of hidden process models},
journal = {NeuroImage},
volume = {84},
pages = {657--671},
year = {2014},
url = {https://doi.org/10.1016/j.neuroimage.2013.09.003},
doi = {10.1016/J.NEUROIMAGE.2013.09.003},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neuroimage/ShenMKT14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/GutierrezTH14,
author = {Pedro Antonio Guti{\'{e}}rrez and
Peter Ti{\~{n}}o and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez},
title = {Ordinal regression neural networks based on concentric hyperspheres},
journal = {Neural Networks},
volume = {59},
pages = {51--60},
year = {2014},
url = {https://doi.org/10.1016/j.neunet.2014.07.001},
doi = {10.1016/J.NEUNET.2014.07.001},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nn/GutierrezTH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/paa/MazgutTBY14,
author = {Jakub Mazgut and
Peter Ti{\~{n}}o and
Mikael Bod{\'{e}}n and
Hong Yan},
title = {Dimensionality reduction and topographic mapping of binary tensors},
journal = {Pattern Anal. Appl.},
volume = {17},
number = {3},
pages = {497--515},
year = {2014},
url = {https://doi.org/10.1007/s10044-013-0317-y},
doi = {10.1007/S10044-013-0317-Y},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/paa/MazgutTBY14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/ChenTRY14,
author = {Huanhuan Chen and
Peter Ti{\~{n}}o and
Ali Rodan and
Xin Yao},
title = {Learning in the Model Space for Cognitive Fault Diagnosis},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {25},
number = {1},
pages = {124--136},
year = {2014},
url = {https://doi.org/10.1109/TNNLS.2013.2256797},
doi = {10.1109/TNNLS.2013.2256797},
timestamp = {Mon, 09 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/ChenTRY14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/ChenTY14,
author = {Huanhuan Chen and
Peter Ti{\~{n}}o and
Xin Yao},
title = {Efficient Probabilistic Classification Vector Machine With Incremental
Basis Function Selection},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {25},
number = {2},
pages = {356--369},
year = {2014},
url = {https://doi.org/10.1109/TNNLS.2013.2275077},
doi = {10.1109/TNNLS.2013.2275077},
timestamp = {Mon, 09 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/ChenTY14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/SchleifTV14,
author = {Frank{-}Michael Schleif and
Peter Ti{\~{n}}o and
Thomas Villmann},
title = {Recent trends in learning of structured and non-standard data},
booktitle = {22th European Symposium on Artificial Neural Networks, {ESANN} 2014,
Bruges, Belgium, April 23-25, 2014},
year = {2014},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2014-11.pdf},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/SchleifTV14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/TangTGC14,
author = {Fengzhen Tang and
Peter Ti{\~{n}}o and
Pedro Antonio Guti{\'{e}}rrez and
Huanhuan Chen},
title = {Support Vector Ordinal Regression using Privileged Information},
booktitle = {22th European Symposium on Artificial Neural Networks, {ESANN} 2014,
Bruges, Belgium, April 23-25, 2014},
year = {2014},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2014-58.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/TangTGC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hpcc/ElhabbashBT14,
author = {Abdessalam Elhabbash and
Rami Bahsoon and
Peter Ti{\~{n}}o},
title = {Towards Self-Aware Service Composition},
booktitle = {2014 {IEEE} International Conference on High Performance Computing
and Communications, 6th {IEEE} International Symposium on Cyberspace
Safety and Security, 11th {IEEE} International Conference on Embedded
Software and Systems, {HPCC/CSS/ICESS} 2014, Paris, France, August
20-22, 2014},
pages = {1275--1279},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/HPCC.2014.217},
doi = {10.1109/HPCC.2014.217},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/hpcc/ElhabbashBT14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/TangTC14,
author = {Fengzhen Tang and
Peter Ti{\~{n}}o and
Huanhuan Chen},
title = {Learning the deterministically constructed Echo State Networks},
booktitle = {2014 International Joint Conference on Neural Networks, {IJCNN} 2014,
Beijing, China, July 6-11, 2014},
pages = {77--83},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/IJCNN.2014.6889714},
doi = {10.1109/IJCNN.2014.6889714},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/TangTC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ucc/ElhabbashBTL14,
author = {Abdessalam Elhabbash and
Rami Bahsoon and
Peter Ti{\~{n}}o and
Peter R. Lewis},
title = {A Utility Model for Volunteered Service Composition},
booktitle = {Proceedings of the 7th {IEEE/ACM} International Conference on Utility
and Cloud Computing, {UCC} 2014, London, United Kingdom, December
8-11, 2014},
pages = {337--344},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/UCC.2014.43},
doi = {10.1109/UCC.2014.43},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ucc/ElhabbashBTL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/entropy/Tino13,
author = {Peter Ti{\~{n}}o},
title = {Pushing for the Extreme: Estimation of Poisson Distribution from Low
Count Unreplicated Data - How Close Can We Get?},
journal = {Entropy},
volume = {15},
number = {4},
pages = {1202--1220},
year = {2013},
url = {https://doi.org/10.3390/e15041202},
doi = {10.3390/E15041202},
timestamp = {Tue, 14 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/entropy/Tino13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/MicheliST13,
author = {Alessio Micheli and
Frank{-}Michael Schleif and
Peter Ti{\~{n}}o},
title = {Novel approaches in machine learning and computational intelligence},
journal = {Neurocomputing},
volume = {112},
pages = {1--3},
year = {2013},
url = {https://doi.org/10.1016/j.neucom.2013.01.005},
doi = {10.1016/J.NEUCOM.2013.01.005},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/MicheliST13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/TinoR13,
author = {Peter Ti{\~{n}}o and
Ali Rodan},
title = {Short term memory in input-driven linear dynamical systems},
journal = {Neurocomputing},
volume = {112},
pages = {58--63},
year = {2013},
url = {https://doi.org/10.1016/j.neucom.2012.12.041},
doi = {10.1016/J.NEUCOM.2012.12.041},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/TinoR13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/NikolaevTS13,
author = {Nikolay I. Nikolaev and
Peter Ti{\~{n}}o and
Evgueni N. Smirnov},
title = {Time-dependent series variance learning with recurrent mixture density
networks},
journal = {Neurocomputing},
volume = {122},
pages = {501--512},
year = {2013},
url = {https://doi.org/10.1016/j.neucom.2013.05.014},
doi = {10.1016/J.NEUCOM.2013.05.014},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/NikolaevTS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/Sanchez-MonederoGTH13,
author = {Javier S{\'{a}}nchez{-}Monedero and
Pedro Antonio Guti{\'{e}}rrez and
Peter Ti{\~{n}}o and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez},
title = {Exploitation of Pairwise Class Distances for Ordinal Classification},
journal = {Neural Comput.},
volume = {25},
number = {9},
pages = {2450--2485},
year = {2013},
url = {https://doi.org/10.1162/NECO\_a\_00478},
doi = {10.1162/NECO\_A\_00478},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/Sanchez-MonederoGTH13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tbe/DoyleTHTTD13,
author = {Orla M. Doyle and
Krasimira Tsaneva{-}Atanasova and
James Michael Harte and
Paul A. Tiffin and
Peter Ti{\~{n}}o and
Vanessa D{\'{\i}}az{-}Zuccarini},
title = {Bridging Paradigms: Hybrid Mechanistic-Discriminative Predictive Models},
journal = {{IEEE} Trans. Biomed. Eng.},
volume = {60},
number = {3},
pages = {735--742},
year = {2013},
url = {https://doi.org/10.1109/TBME.2013.2244598},
doi = {10.1109/TBME.2013.2244598},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tbe/DoyleTHTTD13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tec/TinoCY13,
author = {Peter Ti{\~{n}}o and
Siang Yew Chong and
Xin Yao},
title = {Complex Coevolutionary Dynamics - Structural Stability and Finite
Population Effects},
journal = {{IEEE} Trans. Evol. Comput.},
volume = {17},
number = {2},
pages = {155--164},
year = {2013},
url = {https://doi.org/10.1109/TEVC.2013.2244897},
doi = {10.1109/TEVC.2013.2244897},
timestamp = {Tue, 12 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tec/TinoCY13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tec/DongCTY13,
author = {Weishan Dong and
Tianshi Chen and
Peter Ti{\~{n}}o and
Xin Yao},
title = {Scaling Up Estimation of Distribution Algorithms for Continuous Optimization},
journal = {{IEEE} Trans. Evol. Comput.},
volume = {17},
number = {6},
pages = {797--822},
year = {2013},
url = {https://doi.org/10.1109/TEVC.2013.2247404},
doi = {10.1109/TEVC.2013.2247404},
timestamp = {Mon, 13 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tec/DongCTY13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/FouadTRS13,
author = {Shereen Fouad and
Peter Ti{\~{n}}o and
Somak Raychaudhury and
Petra Schneider},
title = {Incorporating Privileged Information Through Metric Learning},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {24},
number = {7},
pages = {1086--1098},
year = {2013},
url = {https://doi.org/10.1109/TNNLS.2013.2251470},
doi = {10.1109/TNNLS.2013.2251470},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/FouadTRS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsmc/WeberBT13,
author = {Phil Weber and
Behzad Bordbar and
Peter Ti{\~{n}}o},
title = {A Framework for the Analysis of Process Mining Algorithms},
journal = {{IEEE} Trans. Syst. Man Cybern. Syst.},
volume = {43},
number = {2},
pages = {303--317},
year = {2013},
url = {https://doi.org/10.1109/TSMCA.2012.2195169},
doi = {10.1109/TSMCA.2012.2195169},
timestamp = {Wed, 20 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsmc/WeberBT13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cidm/WeberBT13,
author = {Phil Weber and
Behzad Bordbar and
Peter Ti{\~{n}}o},
title = {A principled approach to mining from noisy logs using Heuristics Miner},
booktitle = {{IEEE} Symposium on Computational Intelligence and Data Mining, {CIDM}
2013, Singapore, 16-19 April, 2013},
pages = {119--126},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/CIDM.2013.6597226},
doi = {10.1109/CIDM.2013.6597226},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cidm/WeberBT13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/FouadT13,
author = {Shereen Fouad and
Peter Ti{\~{n}}o},
title = {Ordinal-based metric learning for learning using privileged information},
booktitle = {The 2013 International Joint Conference on Neural Networks, {IJCNN}
2013, Dallas, TX, USA, August 4-9, 2013},
pages = {1--8},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/IJCNN.2013.6706799},
doi = {10.1109/IJCNN.2013.6706799},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/FouadT13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/WangMGCTY13,
author = {Shuo Wang and
Leandro L. Minku and
Davide Ghezzi and
Daniele Caltabiano and
Peter Ti{\~{n}}o and
Xin Yao},
title = {Concept drift detection for online class imbalance learning},
booktitle = {The 2013 International Joint Conference on Neural Networks, {IJCNN}
2013, Dallas, TX, USA, August 4-9, 2013},
pages = {1--10},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/IJCNN.2013.6706768},
doi = {10.1109/IJCNN.2013.6706768},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/WangMGCTY13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ChenTTY13,
author = {Huanhuan Chen and
Fengzhen Tang and
Peter Ti{\~{n}}o and
Xin Yao},
editor = {Inderjit S. Dhillon and
Yehuda Koren and
Rayid Ghani and
Ted E. Senator and
Paul Bradley and
Rajesh Parekh and
Jingrui He and
Robert L. Grossman and
Ramasamy Uthurusamy},
title = {Model-based kernel for efficient time series analysis},
booktitle = {The 19th {ACM} {SIGKDD} International Conference on Knowledge Discovery
and Data Mining, {KDD} 2013, Chicago, IL, USA, August 11-14, 2013},
pages = {392--400},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2487575.2487700},
doi = {10.1145/2487575.2487700},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/ChenTTY13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/ShenMKT13,
author = {Yuan Shen and
Stephen D. Mayhew and
Zoe Kourtzi and
Peter Ti{\~{n}}o},
editor = {Kensaku Mori and
Ichiro Sakuma and
Yoshinobu Sato and
Christian Barillot and
Nassir Navab},
title = {A Spatial Mixture Approach to Inferring Sub-ROI Spatio-temporal Patterns
from Rapid Event-Related fMRI Data},
booktitle = {Medical Image Computing and Computer-Assisted Intervention - {MICCAI}
2013 - 16th International Conference, Nagoya, Japan, September 22-26,
2013, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {8150},
pages = {657--664},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-40763-5\_81},
doi = {10.1007/978-3-642-40763-5\_81},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/ShenMKT13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1304-3375,
author = {Boris Rudolf and
M{\'{a}}ria Markosov{\'{a}} and
Martin Caj{\'{a}}gi and
Peter Ti{\~{n}}o},
title = {Degree distribution and scaling in the Connecting Nearest Neighbors
model},
journal = {CoRR},
volume = {abs/1304.3375},
year = {2013},
url = {http://arxiv.org/abs/1304.3375},
eprinttype = {arXiv},
eprint = {1304.3375},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1304-3375.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/monet/PriceTT12,
author = {Richard Price and
Peter Ti{\~{n}}o and
Georgios Theodoropoulos},
title = {Still Alive: Extending Keep-Alive Intervals in {P2P} Overlay Networks},
journal = {Mob. Networks Appl.},
volume = {17},
number = {3},
pages = {378--394},
year = {2012},
url = {https://doi.org/10.1007/s11036-011-0317-3},
doi = {10.1007/S11036-011-0317-3},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/monet/PriceTT12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/RodanT12,
author = {Ali Rodan and
Peter Ti{\~{n}}o},
title = {Simple Deterministically Constructed Cycle Reservoirs with Regular
Jumps},
journal = {Neural Comput.},
volume = {24},
number = {7},
pages = {1822--1852},
year = {2012},
url = {https://doi.org/10.1162/NECO\_a\_00297},
doi = {10.1162/NECO\_A\_00297},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/RodanT12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/FouadT12,
author = {Shereen Fouad and
Peter Ti{\~{n}}o},
title = {Adaptive Metric Learning Vector Quantization for Ordinal Classification},
journal = {Neural Comput.},
volume = {24},
number = {11},
pages = {2825--2851},
year = {2012},
url = {https://doi.org/10.1162/NECO\_a\_00358},
doi = {10.1162/NECO\_A\_00358},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/FouadT12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tec/ChongTKY12,
author = {Siang Yew Chong and
Peter Ti{\~{n}}o and
Day Chyi Ku and
Xin Yao},
title = {Improving Generalization Performance in Co-Evolutionary Learning},
journal = {{IEEE} Trans. Evol. Comput.},
volume = {16},
number = {1},
pages = {70--85},
year = {2012},
url = {https://doi.org/10.1109/TEVC.2010.2051673},
doi = {10.1109/TEVC.2010.2051673},
timestamp = {Tue, 12 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tec/ChongTKY12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/GandhiTJ12,
author = {Manjunath Gandhi and
Peter Ti{\~{n}}o and
Herbert Jaeger},
title = {Theory of Input Driven Dynamical Systems},
booktitle = {20th European Symposium on Artificial Neural Networks, {ESANN} 2012,
Bruges, Belgium, April 25-27, 2012},
year = {2012},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2012-6.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/GandhiTJ12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/TinoR12,
author = {Peter Ti{\~{n}}o and
Ali Rodan},
title = {Short Term Memory Quantifications in Input-Driven Linear Dynamical
Systems},
booktitle = {20th European Symposium on Artificial Neural Networks, {ESANN} 2012,
Bruges, Belgium, April 25-27, 2012},
year = {2012},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2012-189.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/TinoR12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/WeberTB12,
author = {Phil Weber and
Peter Ti{\~{n}}o and
Behzad Bordbar},
title = {Process Mining in Non-Stationary Environments},
booktitle = {20th European Symposium on Artificial Neural Networks, {ESANN} 2012,
Bruges, Belgium, April 25-27, 2012},
year = {2012},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2012-123.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/WeberTB12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/FouadTRS12,
author = {Shereen Fouad and
Peter Ti{\~{n}}o and
Somak Raychaudhury and
Petra Schneider},
editor = {Alessandro E. P. Villa and
Wlodzislaw Duch and
P{\'{e}}ter {\'{E}}rdi and
Francesco Masulli and
G{\"{u}}nther Palm},
title = {Learning Using Privileged Information in Prototype Based Models},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2012 - 22nd
International Conference on Artificial Neural Networks, Lausanne,
Switzerland, September 11-14, 2012, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {7553},
pages = {322--329},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-33266-1\_40},
doi = {10.1007/978-3-642-33266-1\_40},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/FouadTRS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ideal/FouadT12,
author = {Shereen Fouad and
Peter Ti{\~{n}}o},
editor = {Hujun Yin and
Jos{\'{e}} Alfredo Ferreira Costa and
Guilherme De A. Barreto},
title = {Prototype Based Modelling for Ordinal Classification},
booktitle = {Intelligent Data Engineering and Automated Learning - {IDEAL} 2012
- 13th International Conference, Natal, Brazil, August 29-31, 2012.
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7435},
pages = {208--215},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-32639-4\_26},
doi = {10.1007/978-3-642-32639-4\_26},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ideal/FouadT12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/tpnc/TinoR12,
author = {Peter Ti{\~{n}}o and
Somak Raychaudhury},
editor = {Adrian{-}Horia Dediu and
Carlos Mart{\'{\i}}n{-}Vide and
Bianca Truthe},
title = {Computational Intelligence in Astronomy - {A} Win-Win Situation},
booktitle = {Theory and Practice of Natural Computing - First International Conference,
{TPNC} 2012, Tarragona, Spain, October 2-4, 2012. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7505},
pages = {57--71},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-33860-1\_6},
doi = {10.1007/978-3-642-33860-1\_6},
timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/tpnc/TinoR12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1210-8291,
author = {Huanhuan Chen and
Peter Ti{\~{n}}o and
Xin Yao and
Ali Rodan},
title = {Learning in the Model Space for Fault Diagnosis},
journal = {CoRR},
volume = {abs/1210.8291},
year = {2012},
url = {http://arxiv.org/abs/1210.8291},
eprinttype = {arXiv},
eprint = {1210.8291},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1210-8291.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcbb/TinoZY11,
author = {Peter Ti{\~{n}}o and
Hongya Zhao and
Hong Yan},
title = {Searching for Coexpressed Genes in Three-Color cDNA Microarray Data
Using a Probabilistic Model-Based Hough Transform},
journal = {{IEEE} {ACM} Trans. Comput. Biol. Bioinform.},
volume = {8},
number = {4},
pages = {1093--1107},
year = {2011},
url = {https://doi.org/10.1109/TCBB.2010.120},
doi = {10.1109/TCBB.2010.120},
timestamp = {Mon, 03 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcbb/TinoZY11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/RodanT11,
author = {Ali Rodan and
Peter Ti{\~{n}}o},
title = {Minimum Complexity Echo State Network},
journal = {{IEEE} Trans. Neural Networks},
volume = {22},
number = {1},
pages = {131--144},
year = {2011},
url = {https://doi.org/10.1109/TNN.2010.2089641},
doi = {10.1109/TNN.2010.2089641},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/RodanT11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/RodanT11,
author = {Ali Rodan and
Peter Ti{\~{n}}o},
title = {Negatively Correlated Echo State Networks},
booktitle = {19th European Symposium on Artificial Neural Networks, {ESANN} 2011,
Bruges, Belgium, April 27-29, 2011, Proceedings},
year = {2011},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2011-31.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/RodanT11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/NikolaevTS11,
author = {Nikolay I. Nikolaev and
Peter Ti{\~{n}}o and
Evgueni N. Smirnov},
editor = {Timo Honkela and
Wlodzislaw Duch and
Mark A. Girolami and
Samuel Kaski},
title = {Time-Dependent Series Variance Estimation via Recurrent Neural Networks},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2011 - 21st
International Conference on Artificial Neural Networks, Espoo, Finland,
June 14-17, 2011, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {6791},
pages = {176--184},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-21735-7\_22},
doi = {10.1007/978-3-642-21735-7\_22},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/NikolaevTS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccsw/WeberBT11,
author = {Phil Weber and
Behzad Bordbar and
Peter Ti{\~{n}}o},
editor = {Andrew V. Jones},
title = {Real-Time Detection of Process Change using Process Mining},
booktitle = {2011 Imperial College Computing Student Workshop, {ICCSW} 2011, London,
United Kingdom, September 29-30, 2011. Proceedings},
series = {Department of Computing Technical Report},
volume = {{DTR11-9}},
pages = {108--114},
publisher = {Imperial College London},
year = {2011},
url = {http://www.doc.ic.ac.uk/research/technicalreports/2011/\#9},
timestamp = {Wed, 08 Apr 2015 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iccsw/WeberBT11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ideal/WeberBT11,
author = {Phil Weber and
Behzad Bordbar and
Peter Ti{\~{n}}o},
editor = {Hujun Yin and
Wenjia Wang and
Victor J. Rayward{-}Smith},
title = {A Principled Approach to the Analysis of Process Mining Algorithms},
booktitle = {Intelligent Data Engineering and Automated Learning - {IDEAL} 2011
- 12th International Conference, Norwich, UK, September 7-9, 2011.
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {6936},
pages = {474--481},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-23878-9\_56},
doi = {10.1007/978-3-642-23878-9\_56},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ideal/WeberBT11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isnn/Tino11,
author = {Peter Ti{\~{n}}o},
editor = {Derong Liu and
Huaguang Zhang and
Marios M. Polycarpou and
Cesare Alippi and
Haibo He},
title = {One-Shot Learning of Poisson Distributions in Serial Analysis of Gene
Expression},
booktitle = {Advances in Neural Networks - {ISNN} 2011 - 8th International Symposium
on Neural Networks, {ISNN} 2011, Guilin, China, May 29-June 1, 2011,
Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {6676},
pages = {37--46},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-21090-7\_5},
doi = {10.1007/978-3-642-21090-7\_5},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/isnn/Tino11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/memics/MazgutPT11,
author = {Jakub Mazgut and
Martina Paulinyov{\'{a}} and
Peter Ti{\~{n}}o},
editor = {Zdenek Kot{\'{a}}sek and
Jan Bouda and
Ivana Cern{\'{a}} and
Luk{\'{a}}s Sekanina and
Tom{\'{a}}s Vojnar and
David Antos},
title = {Using Dimensionality Reduction Method for Binary Data to Questionnaire
Analysis},
booktitle = {Mathematical and Engineering Methods in Computer Science - 7th International
Doctoral Workshop, {MEMICS} 2011, Lednice, Czech Republic, October
14-16, 2011, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {7119},
pages = {146--154},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-25929-6\_14},
doi = {10.1007/978-3-642-25929-6\_14},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/memics/MazgutPT11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1111-2221,
author = {Weishan Dong and
Tianshi Chen and
Peter Ti{\~{n}}o and
Xin Yao},
title = {Scaling Up Estimation of Distribution Algorithms For Continuous Optimization},
journal = {CoRR},
volume = {abs/1111.2221},
year = {2011},
url = {http://arxiv.org/abs/1111.2221},
eprinttype = {arXiv},
eprint = {1111.2221},
timestamp = {Mon, 13 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1111-2221.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/Cuevas-TelloTRYH10,
author = {Juan Carlos Cuevas{-}Tello and
Peter Ti{\~{n}}o and
Somak Raychaudhury and
Xin Yao and
Markus Harva},
title = {Uncovering delayed patterns in noisy and irregularly sampled time
series: An astronomy application},
journal = {Pattern Recognit.},
volume = {43},
number = {3},
pages = {1165--1179},
year = {2010},
url = {https://doi.org/10.1016/j.patcog.2009.07.016},
doi = {10.1016/J.PATCOG.2009.07.016},
timestamp = {Sat, 01 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pr/Cuevas-TelloTRYH10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecms/TinoCY10,
author = {Peter Ti{\~{n}}o and
Siang Yew Chong and
Xin Yao},
editor = {Andrzej Bargiela and
Sayed Azam{-}Ali and
David Crowley and
Eugene J. H. Kerckhoffs},
title = {On Reliability Of Simulations Of Complex Co-Evolutionary Processes},
booktitle = {European Conference on Modelling and Simulation, {ECMS} 2010, Kuala
Lumpur, Malaysia, June 1-4, 2010},
pages = {258--264},
publisher = {European Council for Modeling and Simulation},
year = {2010},
url = {https://doi.org/10.7148/2010-0258-0264},
doi = {10.7148/2010-0258-0264},
timestamp = {Tue, 09 Feb 2021 08:33:09 +0100},
biburl = {https://dblp.org/rec/conf/ecms/TinoCY10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/MazgutTBY10,
author = {Jakub Mazgut and
Peter Ti{\~{n}}o and
Mikael Bod{\'{e}}n and
Hong Yan},
editor = {Konstantinos I. Diamantaras and
Wlodek Duch and
Lazaros S. Iliadis},
title = {Multilinear Decomposition and Topographic Mapping of Binary Tensors},
booktitle = {Artificial Neural Networks - {ICANN} 2010 - 20th International Conference,
Thessaloniki, Greece, September 15-18, 2010, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {6352},
pages = {317--326},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-15819-3\_42},
doi = {10.1007/978-3-642-15819-3\_42},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/MazgutTBY10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ideal/RodanT10,
author = {Ali Rodan and
Peter Ti{\~{n}}o},
editor = {Colin Fyfe and
Peter Ti{\~{n}}o and
Darryl Charles and
C{\'{e}}sar Ignacio Garc{\'{\i}}a{-}Osorio and
Hujun Yin},
title = {Simple Deterministically Constructed Recurrent Neural Networks},
booktitle = {Intelligent Data Engineering and Automated Learning - {IDEAL} 2010,
11th International Conference, Paisley, UK, September 1-3, 2010. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {6283},
pages = {267--274},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-15381-5\_33},
doi = {10.1007/978-3-642-15381-5\_33},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ideal/RodanT10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipps/PriceT10,
author = {Richard Price and
Peter Ti{\~{n}}o},
title = {Adapting to {NAT} timeout values in {P2P} overlay networks},
booktitle = {24th {IEEE} International Symposium on Parallel and Distributed Processing,
{IPDPS} 2010, Atlanta, Georgia, USA, 19-23 April 2010 - Workshop Proceedings},
pages = {1--6},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/IPDPSW.2010.5470785},
doi = {10.1109/IPDPSW.2010.5470785},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ipps/PriceT10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ideal/2010,
editor = {Colin Fyfe and
Peter Ti{\~{n}}o and
Darryl Charles and
C{\'{e}}sar Ignacio Garc{\'{\i}}a{-}Osorio and
Hujun Yin},
title = {Intelligent Data Engineering and Automated Learning - {IDEAL} 2010,
11th International Conference, Paisley, UK, September 1-3, 2010. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {6283},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-15381-5},
doi = {10.1007/978-3-642-15381-5},
isbn = {978-3-642-15380-8},
timestamp = {Tue, 14 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ideal/2010.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dagstuhl/Tino10,
author = {Peter Ti{\~{n}}o},
editor = {Barbara Hammer and
Pascal Hitzler and
Wolfgang Maass and
Marc Toussaint},
title = {One-shot Learning of Poisson Distributions in fast changing environments},
booktitle = {Learning paradigms in dynamic environments, 25.07. - 30.07.2010},
series = {Dagstuhl Seminar Proceedings},
volume = {10302},
publisher = {Schloss Dagstuhl - Leibniz-Zentrum f{\"{u}}r Informatik, Germany},
year = {2010},
url = {http://drops.dagstuhl.de/opus/volltexte/2010/2799/},
timestamp = {Thu, 10 Jun 2021 13:02:05 +0200},
biburl = {https://dblp.org/rec/conf/dagstuhl/Tino10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bmcbi/Tino09,
author = {Peter Ti{\~{n}}o},
title = {Basic properties and information theory of Audic-Claverie statistic
for analyzing cDNA arrays},
journal = {{BMC} Bioinform.},
volume = {10},
pages = {310},
year = {2009},
url = {https://doi.org/10.1186/1471-2105-10-310},
doi = {10.1186/1471-2105-10-310},
timestamp = {Sun, 15 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bmcbi/Tino09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tciaig/ChongTY09,
author = {Siang Yew Chong and
Peter Ti{\~{n}}o and
Xin Yao},
title = {Relationship Between Generalization and Diversity in Coevolutionary
Learning},
journal = {{IEEE} Trans. Comput. Intell. {AI} Games},
volume = {1},
number = {3},
pages = {214--232},
year = {2009},
url = {https://doi.org/10.1109/TCIAIG.2009.2034269},
doi = {10.1109/TCIAIG.2009.2034269},
timestamp = {Wed, 13 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tciaig/ChongTY09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/ChenTY09,
author = {Huanhuan Chen and
Peter Ti{\~{n}}o and
Xin Yao},
title = {Predictive Ensemble Pruning by Expectation Propagation},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {21},
number = {7},
pages = {999--1013},
year = {2009},
url = {https://doi.org/10.1109/TKDE.2009.62},
doi = {10.1109/TKDE.2009.62},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/ChenTY09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/ChenTY09,
author = {Huanhuan Chen and
Peter Ti{\~{n}}o and
Xin Yao},
title = {Probabilistic Classification Vector Machines},
journal = {{IEEE} Trans. Neural Networks},
volume = {20},
number = {6},
pages = {901--914},
year = {2009},
url = {https://doi.org/10.1109/TNN.2009.2014161},
doi = {10.1109/TNN.2009.2014161},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/ChenTY09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colcom/PriceT09,
author = {Richard Price and
Peter Ti{\~{n}}o},
editor = {James B. D. Joshi and
Tao Zhang},
title = {Still alive: Extending keep-alive intervals in {P2P} overlay networks},
booktitle = {The 5th International Conference on Collaborative Computing: Networking,
Applications and Worksharing, CollaborateCom 2009, Washington DC,
USA, November 11-14, 2009},
pages = {1--10},
publisher = {{ICST} / {IEEE}},
year = {2009},
url = {https://doi.org/10.4108/ICST.COLLABORATECOM2009.8268},
doi = {10.4108/ICST.COLLABORATECOM2009.8268},
timestamp = {Sun, 08 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colcom/PriceT09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dagstuhl/GianniotisT09,
author = {Nikolaos Gianniotis and
Peter Ti{\~{n}}o},
editor = {Michael Biehl and
Barbara Hammer and
Michel Verleysen and
Thomas Villmann},
title = {Visualization of Structured Data via Generative Probabilistic Modeling},
booktitle = {Similarity-Based Clustering, Recent Developments and Biomedical Applications
[outcome of a Dagstuhl Seminar]},
series = {Lecture Notes in Computer Science},
volume = {5400},
pages = {118--137},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-01805-3\_7},
doi = {10.1007/978-3-642-01805-3\_7},
timestamp = {Sat, 30 Sep 2023 09:38:34 +0200},
biburl = {https://dblp.org/rec/conf/dagstuhl/GianniotisT09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/GianniotisTSR09,
author = {Nikolaos Gianniotis and
Peter Ti{\~{n}}o and
Steve Spreckley and
Somak Raychaudhury},
editor = {Cesare Alippi and
Marios M. Polycarpou and
Christos G. Panayiotou and
Georgios Ellinas},
title = {Topographic Mapping of Astronomical Light Curves via a Physically
Inspired Probabilistic Model},
booktitle = {Artificial Neural Networks - {ICANN} 2009, 19th International Conference,
Limassol, Cyprus, September 14-17, 2009, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {5768},
pages = {567--576},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-04274-4\_59},
doi = {10.1007/978-3-642-04274-4\_59},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/GianniotisTSR09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcbs/TinoZY09,
author = {Peter Ti{\~{n}}o and
Hongya Zhao and
Hong Yan},
editor = {Joe Zhang and
Guo{-}Zheng Li and
Jack Y. Yang},
title = {Probabilistic Model Based Hough Transform for Detection of Co-expression
Patterns in Three-Color cDNA Microarray Data},
booktitle = {International Joint Conferences on Bioinformatics, Systems Biology
and Intelligent Computing, {IJCBS} 2009, Shanghai, China, 3-5 August
2009},
pages = {48--51},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/IJCBS.2009.24},
doi = {10.1109/IJCBS.2009.24},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcbs/TinoZY09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/WangTFRB09,
author = {Xiaoxia Wang and
Peter Ti{\~{n}}o and
Mark A. Fardal and
Somak Raychaudhury and
Arif Babul},
title = {Fast parzen window density estimator},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2009, Atlanta,
Georgia, USA, 14-19 June 2009},
pages = {3267--3274},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/IJCNN.2009.5178637},
doi = {10.1109/IJCNN.2009.5178637},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/WangTFRB09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dagstuhl/TinoCR09,
author = {Peter Ti{\~{n}}o and
Juan Carlos Cuevas{-}Tello and
Somak Raychaudhury},
editor = {Michael Biehl and
Barbara Hammer and
Sepp Hochreiter and
Stefan C. Kremer and
Thomas Villmann},
title = {Estimating Time Delay in Gravitationally Lensed Fluxes},
booktitle = {Similarity-based learning on structures, 15.02. - 20.02.2009},
series = {Dagstuhl Seminar Proceedings},
volume = {09081},
publisher = {Schloss Dagstuhl - Leibniz-Zentrum f{\"{u}}r Informatik, Germany},
year = {2009},
url = {http://drops.dagstuhl.de/opus/volltexte/2009/2037/},
timestamp = {Sat, 01 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dagstuhl/TinoCR09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-0908-3706,
author = {Juan Carlos Cuevas{-}Tello and
Peter Ti{\~{n}}o and
Somak Raychaudhury and
Xin Yao and
Markus Harva},
title = {Uncovering delayed patterns in noisy and irregularly sampled time
series: an astronomy application},
journal = {CoRR},
volume = {abs/0908.3706},
year = {2009},
url = {http://arxiv.org/abs/0908.3706},
eprinttype = {arXiv},
eprint = {0908.3706},
timestamp = {Sat, 01 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-0908-3706.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tec/ChongTY08,
author = {Siang Yew Chong and
Peter Ti{\~{n}}o and
Xin Yao},
title = {Measuring Generalization Performance in Coevolutionary Learning},
journal = {{IEEE} Trans. Evol. Comput.},
volume = {12},
number = {4},
pages = {479--505},
year = {2008},
url = {https://doi.org/10.1109/TEVC.2007.907593},
doi = {10.1109/TEVC.2007.907593},
timestamp = {Tue, 12 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tec/ChongTY08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/GianniotisT08,
author = {Nikolaos Gianniotis and
Peter Ti{\~{n}}o},
title = {Visualization of Tree-Structured Data Through Generative Topographic
Mapping},
journal = {{IEEE} Trans. Neural Networks},
volume = {19},
number = {8},
pages = {1468--1493},
year = {2008},
url = {https://doi.org/10.1109/TNN.2008.2001000},
doi = {10.1109/TNN.2008.2001000},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/GianniotisT08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/CernanskyT08,
author = {Michal Cernansk{\'{y}} and
Peter Ti{\~{n}}o},
editor = {Vera Kurkov{\'{a}} and
Roman Neruda and
Jan Koutn{\'{\i}}k},
title = {Predictive Modeling with Echo State Networks},
booktitle = {Artificial Neural Networks - {ICANN} 2008 , 18th International Conference,
Prague, Czech Republic, September 3-6, 2008, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {5163},
pages = {778--787},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-87536-9\_80},
doi = {10.1007/978-3-540-87536-9\_80},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/CernanskyT08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/WangTF08,
author = {Xiaoxia Wang and
Peter Ti{\~{n}}o and
Mark A. Fardal},
editor = {Walter Daelemans and
Bart Goethals and
Katharina Morik},
title = {Multiple Manifolds Learning Framework Based on Hierarchical Mixture
Density Model},
booktitle = {Machine Learning and Knowledge Discovery in Databases, European Conference,
{ECML/PKDD} 2008, Antwerp, Belgium, September 15-19, 2008, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {5212},
pages = {566--581},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-87481-2\_37},
doi = {10.1007/978-3-540-87481-2\_37},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/WangTF08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dagstuhl/Tino08,
author = {Peter Ti{\~{n}}o},
editor = {Luc De Raedt and
Barbara Hammer and
Pascal Hitzler and
Wolfgang Maass},
title = {Equilibria of Iterative Softmax and Critical Temperatures for Intermittent
Search in Self-Organizing Neural Networks},
booktitle = {Recurrent Neural Networks - Models, Capacities, and Applications,
20.01. - 25.01.2008},
series = {Dagstuhl Seminar Proceedings},
volume = {08041},
publisher = {Internationales Begegnungs- und Forschungszentrum fuer Informatik
(IBFI), Schloss Dagstuhl, Germany},
year = {2008},
url = {http://drops.dagstuhl.de/opus/volltexte/2008/1420},
timestamp = {Thu, 10 Jun 2021 13:02:11 +0200},
biburl = {https://dblp.org/rec/conf/dagstuhl/Tino08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/Tino07,
author = {Peter Ti{\~{n}}o},
title = {Equilibria of Iterative Softmax and Critical Temperatures for Intermittent
Search in Self-Organizing Neural Networks},
journal = {Neural Comput.},
volume = {19},
number = {4},
pages = {1056--1081},
year = {2007},
url = {https://doi.org/10.1162/neco.2007.19.4.1056},
doi = {10.1162/NECO.2007.19.4.1056},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/Tino07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/GianniotisT07,
author = {Nikolaos Gianniotis and
Peter Ti{\~{n}}o},
title = {Visualisation of tree-structured data through generative probabilistic
modelling},
booktitle = {15th European Symposium on Artificial Neural Networks, {ESANN} 2007,
Bruges, Belgium, April 25-27, 2007, Proceedings},
pages = {97--102},
year = {2007},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2007-115.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/GianniotisT07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/CernanskyT07,
author = {Michal Cernansk{\'{y}} and
Peter Ti{\~{n}}o},
editor = {Joaquim Marques de S{\'{a}} and
Lu{\'{\i}}s A. Alexandre and
Wlodzislaw Duch and
Danilo P. Mandic},
title = {Comparison of Echo State Networks with Simple Recurrent Networks and
Variable-Length Markov Models on Symbolic Sequences},
booktitle = {Artificial Neural Networks - {ICANN} 2007, 17th International Conference,
Porto, Portugal, September 9-13, 2007, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {4668},
pages = {618--627},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-74690-4\_63},
doi = {10.1007/978-3-540-74690-4\_63},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/CernanskyT07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iconip/Tino07,
author = {Peter Ti{\~{n}}o},
editor = {Masumi Ishikawa and
Kenji Doya and
Hiroyuki Miyamoto and
Takeshi Yamakawa},
title = {Bifurcations of Renormalization Dynamics in Self-organizing Neural
Networks},
booktitle = {Neural Information Processing, 14th International Conference, {ICONIP}
2007, Kitakyushu, Japan, November 13-16, 2007, Revised Selected Papers,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {4984},
pages = {405--414},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-69158-7\_43},
doi = {10.1007/978-3-540-69158-7\_43},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iconip/Tino07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/TinoG07,
author = {Peter Ti{\~{n}}o and
Nikolaos Gianniotis},
editor = {Manuela M. Veloso},
title = {Metric Properties of Structured Data Visualizations through Generative
Probabilistic Modeling},
booktitle = {{IJCAI} 2007, Proceedings of the 20th International Joint Conference
on Artificial Intelligence, Hyderabad, India, January 6-12, 2007},
pages = {1083--1088},
year = {2007},
url = {http://ijcai.org/Proceedings/07/Papers/175.pdf},
timestamp = {Tue, 20 Aug 2019 16:17:11 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/TinoG07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/micai/Tino07,
author = {Peter Ti{\~{n}}o},
editor = {Alexander F. Gelbukh and
Angel Fernando Kuri Morales},
title = {On Conditions for Intermittent Search in Self-organizing Neural Networks},
booktitle = {{MICAI} 2007: Advances in Artificial Intelligence, 6th Mexican International
Conference on Artificial Intelligence, Aguascalientes, Mexico, November
4-10, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4827},
pages = {172--181},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-76631-5\_17},
doi = {10.1007/978-3-540-76631-5\_17},
timestamp = {Tue, 14 May 2019 10:00:49 +0200},
biburl = {https://dblp.org/rec/conf/micai/Tino07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/sci/TinoHB07,
author = {Peter Ti{\~{n}}o and
Barbara Hammer and
Mikael Bod{\'{e}}n},
editor = {Barbara Hammer and
Pascal Hitzler},
title = {Markovian Bias of Neural-based Architectures With Feedback Connections},
booktitle = {Perspectives of Neural-Symbolic Integration},
series = {Studies in Computational Intelligence},
volume = {77},
pages = {95--133},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-73954-8\_5},
doi = {10.1007/978-3-540-73954-8\_5},
timestamp = {Fri, 27 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/series/sci/TinoHB07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ideal/2007,
editor = {Hujun Yin and
Peter Ti{\~{n}}o and
Emilio Corchado and
William Byrne and
Xin Yao},
title = {Intelligent Data Engineering and Automated Learning - {IDEAL} 2007,
8th International Conference, Birmingham, UK, December 16-19, 2007,
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4881},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-77226-2},
doi = {10.1007/978-3-540-77226-2},
isbn = {978-3-540-77225-5},
timestamp = {Tue, 14 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ideal/2007.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/TinoM06,
author = {Peter Ti{\~{n}}o and
Ashley J. S. Mills},
title = {Learning Beyond Finite Memory in Recurrent Networks of Spiking Neurons},
journal = {Neural Comput.},
volume = {18},
number = {3},
pages = {591--613},
year = {2006},
url = {https://doi.org/10.1162/neco.2006.18.3.591},
doi = {10.1162/NECO.2006.18.3.591},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/TinoM06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/TinoFM06,
author = {Peter Ti{\~{n}}o and
Igor Farkas and
Jort van Mourik},
title = {Dynamics and Topographic Organization of Recursive Self-Organizing
Maps},
journal = {Neural Comput.},
volume = {18},
number = {10},
pages = {2529--2567},
year = {2006},
url = {https://doi.org/10.1162/neco.2006.18.10.2529},
doi = {10.1162/NECO.2006.18.10.2529},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/neco/TinoFM06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/Cuevas-TelloTR06,
author = {Juan Carlos Cuevas{-}Tello and
Peter Ti{\~{n}}o and
Somak Raychaudhury},
editor = {Johannes F{\"{u}}rnkranz and
Tobias Scheffer and
Myra Spiliopoulou},
title = {A Kernel-Based Approach to Estimating Phase Shifts Between Irregularly
Sampled Time Series: An Application to Gravitational Lenses},
booktitle = {Machine Learning: {ECML} 2006, 17th European Conference on Machine
Learning, Berlin, Germany, September 18-22, 2006, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4212},
pages = {614--621},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11871842\_59},
doi = {10.1007/11871842\_59},
timestamp = {Sat, 01 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ecml/Cuevas-TelloTR06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ChenTY06,
author = {Huanhuan Chen and
Peter Ti{\~{n}}o and
Xin Yao},
title = {A Probabilistic Ensemble Pruning Algorithm},
booktitle = {Workshops Proceedings of the 6th {IEEE} International Conference on
Data Mining {(ICDM} 2006), 18-22 December 2006, Hong Kong, China},
pages = {878--882},
publisher = {{IEEE} Computer Society},
year = {2006},
url = {https://doi.org/10.1109/ICDMW.2006.18},
doi = {10.1109/ICDMW.2006.18},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ChenTY06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/jcis/BinnerJKTT06,
author = {Jane M. Binner and
Barry Jones and
Graham Kendall and
Jonathan A. Tepper and
Peter Ti{\~{n}}o},
title = {Does Money Matter? An Artificial Intelligence Approach},
booktitle = {Proceedings of the 2006 Joint Conference on Information Sciences,
{JCIS} 2006, Kaohsiung, Taiwan, ROC, October 8-11, 2006},
publisher = {Atlantis Press},
year = {2006},
url = {https://doi.org/10.2991/jcis.2006.128},
doi = {10.2991/JCIS.2006.128},
timestamp = {Wed, 10 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/jcis/BinnerJKTT06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ppsn/Tino06,
author = {Peter Ti{\~{n}}o},
editor = {Thomas Philip Runarsson and
Hans{-}Georg Beyer and
Edmund K. Burke and
Juan Juli{\'{a}}n Merelo Guerv{\'{o}}s and
L. Darrell Whitley and
Xin Yao},
title = {Critical Temperatures for Intermittent Search in Self-Organizing Neural
Networks},
booktitle = {Parallel Problem Solving from Nature - {PPSN} IX, 9th International
Conference, Reykjavik, Iceland, September 9-13, 2006, Procedings},
series = {Lecture Notes in Computer Science},
volume = {4193},
pages = {633--640},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11844297\_64},
doi = {10.1007/11844297\_64},
timestamp = {Sun, 25 Jul 2021 11:46:24 +0200},
biburl = {https://dblp.org/rec/conf/ppsn/Tino06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-astro-ph-0605042,
author = {Juan Carlos Cuevas{-}Tello and
Peter Ti{\~{n}}o and
Somak Raychaudhury},
title = {How accurate are the time delay estimates in gravitational lensing?},
journal = {CoRR},
volume = {abs/astro-ph/0605042},
year = {2006},
url = {http://arxiv.org/abs/astro-ph/0605042},
eprinttype = {arXiv},
eprint = {astro-ph/0605042},
timestamp = {Sat, 01 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-astro-ph-0605042.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/BrownWT05,
author = {Gavin Brown and
Jeremy L. Wyatt and
Peter Ti{\~{n}}o},
title = {Managing Diversity in Regression Ensembles},
journal = {J. Mach. Learn. Res.},
volume = {6},
pages = {1621--1650},
year = {2005},
url = {http://jmlr.org/papers/v6/brown05a.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/BrownWT05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/NabneySTK05,
author = {Ian T. Nabney and
Yi Sun and
Peter Ti{\~{n}}o and
Ata Kab{\'{a}}n},
title = {Semisupervised Learning of Hierarchical Latent Trait Models for Data
Visualization},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {17},
number = {3},
pages = {384--400},
year = {2005},
url = {https://doi.org/10.1109/TKDE.2005.49},
doi = {10.1109/TKDE.2005.49},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/NabneySTK05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icnc/TinoM05,
author = {Peter Ti{\~{n}}o and
Ashley J. S. Mills},
editor = {Lipo Wang and
Ke Chen and
Yew{-}Soon Ong},
title = {Learning Beyond Finite Memory in Recurrent Networks of Spiking Neurons},
booktitle = {Advances in Natural Computation, First International Conference, {ICNC}
2005, Changsha, China, August 27-29, 2005, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {3611},
pages = {666--675},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11539117\_95},
doi = {10.1007/11539117\_95},
timestamp = {Sun, 02 Jun 2019 21:14:27 +0200},
biburl = {https://dblp.org/rec/conf/icnc/TinoM05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icnc/TinoF05,
author = {Peter Ti{\~{n}}o and
Igor Farkas},
editor = {Lipo Wang and
Ke Chen and
Yew{-}Soon Ong},
title = {On Non-markovian Topographic Organization of Receptive Fields in Recursive
Self-organizing Map},
booktitle = {Advances in Natural Computation, First International Conference, {ICNC}
2005, Changsha, China, August 27-29, 2005, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {3611},
pages = {676--685},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11539117\_96},
doi = {10.1007/11539117\_96},
timestamp = {Sun, 21 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icnc/TinoF05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ideal/TinoFM05,
author = {Peter Ti{\~{n}}o and
Igor Farkas and
Jort van Mourik},
editor = {Marcus Gallagher and
James M. Hogan and
Fr{\'{e}}d{\'{e}}ric Maire},
title = {Recursive Self-organizing Map as a Contractive Iterative Function
System},
booktitle = {Intelligent Data Engineering and Automated Learning - {IDEAL} 2005,
6th International Conference, Brisbane, Australia, July 6-8, 2005,
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3578},
pages = {327--334},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11508069\_43},
doi = {10.1007/11508069\_43},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ideal/TinoFM05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcisd/TinoNWLS04,
author = {Peter Ti{\~{n}}o and
Ian T. Nabney and
Bruce S. Williams and
Jens L{\"{o}}sel and
Yi Sun},
title = {Nonlinear Prediction of Quantitative Structure-Activity Relationships},
journal = {J. Chem. Inf. Model.},
volume = {44},
number = {5},
pages = {1647--1653},
year = {2004},
url = {https://doi.org/10.1021/ci034255i},
doi = {10.1021/CI034255I},
timestamp = {Fri, 06 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jcisd/TinoNWLS04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/PolcicovaT04,
author = {Gabriela Polcicov{\'{a}} and
Peter Ti{\~{n}}o},
title = {Making sense of sparse rating data in collaborative filtering via
topographic organization of user preference patterns},
journal = {Neural Networks},
volume = {17},
number = {8-9},
pages = {1183--1199},
year = {2004},
url = {https://doi.org/10.1016/j.neunet.2004.08.003},
doi = {10.1016/J.NEUNET.2004.08.003},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nn/PolcicovaT04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/TinoCB04,
author = {Peter Ti{\~{n}}o and
Michal Cernansk{\'{y}} and
Lubica Benuskov{\'{a}}},
title = {Markovian architectural bias of recurrent neural networks},
journal = {{IEEE} Trans. Neural Networks},
volume = {15},
number = {1},
pages = {6--15},
year = {2004},
url = {https://doi.org/10.1109/TNN.2003.820839},
doi = {10.1109/TNN.2003.820839},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/TinoCB04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaaifs/TinoH04,
author = {Peter Ti{\~{n}}o and
Barbara Hammer},
title = {On Early Stages of Learning in Connectionist Models with Feedback
Connections},
booktitle = {Compositional Connectionism in Cognitive Science, Papers from the
2004 {AAAI} Fall Symposium. Arlington, VA, USA, October 22-24, 2004},
volume = {{FS-04-03}},
pages = {69--71},
publisher = {{AAAI} Press},
year = {2004},
url = {https://www.aaai.org/Library/Symposia/Fall/2004/fs04-03-015.php},
timestamp = {Fri, 04 Sep 2020 13:38:34 +0200},
biburl = {https://dblp.org/rec/conf/aaaifs/TinoH04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ifip12/PolcicovaT04,
author = {Gabriela Polcicov{\'{a}} and
Peter Ti{\~{n}}o},
editor = {Max Bramer and
Vladan Devedzic},
title = {Introducing a Star Topology into Latent Class Models for Collaborative
Filtering},
booktitle = {Artificial Intelligence Applications and Innovations, {IFIP} 18th
World Computer Congress, {TC12} First International Conference on
Artificial Intelligence Applications and Innovations (AIAI-2004),
22-27 August 2004, Toulouse, France},
series = {{IFIP}},
volume = {154},
pages = {293--303},
publisher = {Kluwer/Springer},
year = {2004},
url = {https://doi.org/10.1007/1-4020-8151-0\_26},
doi = {10.1007/1-4020-8151-0\_26},
timestamp = {Tue, 02 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ifip12/PolcicovaT04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/TinoKS04,
author = {Peter Ti{\~{n}}o and
Ata Kab{\'{a}}n and
Yi Sun},
editor = {Won Kim and
Ron Kohavi and
Johannes Gehrke and
William DuMouchel},
title = {A generative probabilistic approach to visualizing sets of symbolic
sequences},
booktitle = {Proceedings of the Tenth {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Seattle, Washington, USA, August
22-25, 2004},
pages = {701--706},
publisher = {{ACM}},
year = {2004},
url = {https://doi.org/10.1145/1014052.1014143},
doi = {10.1145/1014052.1014143},
timestamp = {Fri, 05 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/TinoKS04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ppsn/PriceT04,
author = {Richard Price and
Peter Ti{\~{n}}o},
editor = {Xin Yao and
Edmund K. Burke and
Jos{\'{e}} Antonio Lozano and
Jim Smith and
Juan Juli{\'{a}}n Merelo Guerv{\'{o}}s and
John A. Bullinaria and
Jonathan E. Rowe and
Peter Ti{\~{n}}o and
Ata Kab{\'{a}}n and
Hans{-}Paul Schwefel},
title = {Evaluation of Adaptive Nature Inspired Task Allocation Against Alternate
Decentralised Multiagent Strategies},
booktitle = {Parallel Problem Solving from Nature - {PPSN} VIII, 8th International
Conference, Birmingham, UK, September 18-22, 2004, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3242},
pages = {982--990},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/978-3-540-30217-9\_99},
doi = {10.1007/978-3-540-30217-9\_99},
timestamp = {Wed, 28 Jun 2023 16:19:43 +0200},
biburl = {https://dblp.org/rec/conf/ppsn/PriceT04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ppsn/2004,
editor = {Xin Yao and
Edmund K. Burke and
Jos{\'{e}} Antonio Lozano and
Jim Smith and
Juan Juli{\'{a}}n Merelo Guerv{\'{o}}s and
John A. Bullinaria and
Jonathan E. Rowe and
Peter Ti{\~{n}}o and
Ata Kab{\'{a}}n and
Hans{-}Paul Schwefel},
title = {Parallel Problem Solving from Nature - {PPSN} VIII, 8th International
Conference, Birmingham, UK, September 18-22, 2004, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3242},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/b100601},
doi = {10.1007/B100601},
isbn = {3-540-23092-0},
timestamp = {Wed, 28 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ppsn/2004.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/HammerT03,
author = {Barbara Hammer and
Peter Ti{\~{n}}o},
title = {Recurrent Neural Networks with Small Weights Implement Definite Memory
Machines},
journal = {Neural Comput.},
volume = {15},
number = {8},
pages = {1897--1929},
year = {2003},
url = {https://doi.org/10.1162/08997660360675080},
doi = {10.1162/08997660360675080},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/HammerT03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/TinoH03,
author = {Peter Ti{\~{n}}o and
Barbara Hammer},
title = {Architectural Bias in Recurrent Neural Networks: Fractal Analysis},
journal = {Neural Comput.},
volume = {15},
number = {8},
pages = {1931--1957},
year = {2003},
url = {https://doi.org/10.1162/08997660360675099},
doi = {10.1162/08997660360675099},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/TinoH03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/TinoN02,
author = {Peter Ti{\~{n}}o and
Ian T. Nabney},
title = {Hierarchical {GTM:} Constructing Localized Nonlinear Projection Manifolds
in a Principled Way},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {24},
number = {5},
pages = {639--656},
year = {2002},
url = {https://doi.org/10.1109/34.1000238},
doi = {10.1109/34.1000238},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pami/TinoN02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/TinoH02,
author = {Peter Ti{\~{n}}o and
Barbara Hammer},
editor = {Jos{\'{e}} R. Dorronsoro},
title = {Architectural Bias in Recurrent Neural Networks - Fractal Analysis},
booktitle = {Artificial Neural Networks - {ICANN} 2002, International Conference,
Madrid, Spain, August 28-30, 2002, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2415},
pages = {1359--1364},
publisher = {Springer},
year = {2002},
url = {https://doi.org/10.1007/3-540-46084-5\_219},
doi = {10.1007/3-540-46084-5\_219},
timestamp = {Sun, 02 Jun 2019 21:16:26 +0200},
biburl = {https://dblp.org/rec/conf/icann/TinoH02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ideal/KabanTG02,
author = {Ata Kab{\'{a}}n and
Peter Ti{\~{n}}o and
Mark A. Girolami},
editor = {Hujun Yin and
Nigel M. Allinson and
Richard T. Freeman and
John A. Keane and
Simon J. Hubbard},
title = {A General Framework for a Principled Hierarchical Visualization of
Multivariate Data},
booktitle = {Intelligent Data Engineering and Automated Learning - {IDEAL} 2002,
Third International Conference, Manchester, UK, August 12-14, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2412},
pages = {518--523},
publisher = {Springer},
year = {2002},
url = {https://doi.org/10.1007/3-540-45675-9\_78},
doi = {10.1007/3-540-45675-9\_78},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ideal/KabanTG02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/TinoD01,
author = {Peter Ti{\~{n}}o and
Georg Dorffner},
title = {Predicting the Future of Discrete Sequences from Fractal Representations
of the Past},
journal = {Mach. Learn.},
volume = {45},
number = {2},
pages = {187--217},
year = {2001},
url = {https://doi.org/10.1023/A:1010972803901},
doi = {10.1023/A:1010972803901},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/TinoD01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/TinoHG01,
author = {Peter Ti{\~{n}}o and
Bill G. Horne and
C. Lee Giles},
title = {Attractive Periodic Sets in Discrete-Time Recurrent Networks (with
Emphasis on Fixed-Point Stability and Bifurcations in Two-Neuron Networks)},
journal = {Neural Comput.},
volume = {13},
number = {6},
pages = {1379--1414},
year = {2001},
url = {https://doi.org/10.1162/08997660152002898},
doi = {10.1162/08997660152002898},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/neco/TinoHG01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/paa/TinuSD01,
author = {Peter Ti{\~{n}}o and
Christian Schittenkopf and
Georg Dorffner},
title = {Volatility Trading ia Temporal Pattern Recognition in Quantised Financial
Time Series},
journal = {Pattern Anal. Appl.},
volume = {4},
number = {4},
pages = {283--299},
year = {2001},
url = {http://www.springerlink.com/openurl.asp?genre=article\&\#38;issn=1433-7541\&\#38;volume=4\&\#38;issue=4\&\#38;spage=283},
timestamp = {Tue, 25 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/paa/TinuSD01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/TinoSD01,
author = {Peter Ti{\~{n}}o and
Christian Schittenkopf and
Georg Dorffner},
title = {Financial volatility trading using recurrent neural networks},
journal = {{IEEE} Trans. Neural Networks},
volume = {12},
number = {4},
pages = {865--874},
year = {2001},
url = {https://doi.org/10.1109/72.935096},
doi = {10.1109/72.935096},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/TinoSD01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/TinoNS01,
author = {Peter Ti{\~{n}}o and
Ian T. Nabney and
Yi Sun},
editor = {Georg Dorffner and
Horst Bischof and
Kurt Hornik},
title = {Using Directional Curvatures to Visualize Folding Patterns of the
{GTM} Projection Manifolds},
booktitle = {Artificial Neural Networks - {ICANN} 2001, International Conference
Vienna, Austria, August 21-25, 2001 Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2130},
pages = {421--428},
publisher = {Springer},
year = {2001},
url = {https://doi.org/10.1007/3-540-44668-0\_59},
doi = {10.1007/3-540-44668-0\_59},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/TinoNS01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cifer/SchittenkopfTD00,
author = {Christian Schittenkopf and
Peter Ti{\~{n}}o and
Georg Dorffner},
title = {The profitability of trading volatility using real-valued and symbolic
models},
booktitle = {Proceedings of the {IEEE/IAFE/INFORMS} 2000 Conference on Computational
Intelligence for Financial Engineering, CIFEr 2000, New York City,
USA, March 28, 2000},
pages = {8--11},
publisher = {{IEEE}},
year = {2000},
url = {https://doi.org/10.1109/CIFER.2000.844586},
doi = {10.1109/CIFER.2000.844586},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/cifer/SchittenkopfTD00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/TinoSB00,
author = {Peter Ti{\~{n}}o and
Michal Stanc{\'{\i}}k and
Lubica Benuskov{\'{a}}},
title = {Building Predictive Models on Complex Symbolic Sequences with a Second-Order
Recurrent {BCM} Network with Lateral Inhibition},
booktitle = {Proceedings of the {IEEE-INNS-ENNS} International Joint Conference
on Neural Networks, {IJCNN} 2000, Neural Computing: New Challenges
and Perspectives for the New Millennium, Como, Italy, July 24-27,
2000, Volume 2},
pages = {265--270},
publisher = {{IEEE} Computer Society},
year = {2000},
url = {https://doi.org/10.1109/IJCNN.2000.857907},
doi = {10.1109/IJCNN.2000.857907},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/TinoSB00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/TinoK99,
author = {Peter Ti{\~{n}}o and
Miroslav Koteles},
title = {Extracting finite-state representations from recurrent neural networks
trained on chaotic symbolic sequences},
journal = {{IEEE} Trans. Neural Networks},
volume = {10},
number = {2},
pages = {284--302},
year = {1999},
url = {https://doi.org/10.1109/72.750555},
doi = {10.1109/72.750555},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/TinoK99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsmc/Tino99,
author = {Peter Ti{\~{n}}o},
title = {Spatial representation of symbolic sequences through iterative function
systems},
journal = {{IEEE} Trans. Syst. Man Cybern. Part {A}},
volume = {29},
number = {4},
pages = {386--393},
year = {1999},
url = {https://doi.org/10.1109/3468.769757},
doi = {10.1109/3468.769757},
timestamp = {Mon, 25 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsmc/Tino99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ParfittTD99,
author = {Shan Parfitt and
Peter Ti{\~{n}}o and
Georg Dorffner},
editor = {Sara A. Solla and
Todd K. Leen and
Klaus{-}Robert M{\"{u}}ller},
title = {Graded Grammaticality in Prediction Fractal Machines},
booktitle = {Advances in Neural Information Processing Systems 12, {[NIPS} Conference,
Denver, Colorado, USA, November 29 - December 4, 1999]},
pages = {52--58},
publisher = {The {MIT} Press},
year = {1999},
url = {http://papers.nips.cc/paper/1688-graded-grammaticality-in-prediction-fractal-machines},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/ParfittTD99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/TinoD99,
author = {Peter Ti{\~{n}}o and
Georg Dorffner},
editor = {Sara A. Solla and
Todd K. Leen and
Klaus{-}Robert M{\"{u}}ller},
title = {Building Predictive Models from Fractal Representations of Symbolic
Sequences},
booktitle = {Advances in Neural Information Processing Systems 12, {[NIPS} Conference,
Denver, Colorado, USA, November 29 - December 4, 1999]},
pages = {645--651},
publisher = {The {MIT} Press},
year = {1999},
url = {http://papers.nips.cc/paper/1762-building-predictive-models-from-fractal-representations-of-symbolic-sequences},
timestamp = {Fri, 06 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/TinoD99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hybrid/TinoDS98,
author = {Peter Ti{\~{n}}o and
Georg Dorffner and
Christian Schittenkopf},
editor = {Stefan Wermter and
Ron Sun},
title = {Understanding State Space Organization in Recurrent Neural Networks
with Iterative Function Systems Dynamics},
booktitle = {Hybrid Neural Systems, revised papers from a workshop held at NIPS'08,
Denver, CO, USA, December 4-5, 1998},
series = {Lecture Notes in Computer Science},
volume = {1778},
pages = {255--269},
publisher = {Springer},
year = {1998},
url = {https://doi.org/10.1007/10719871\_18},
doi = {10.1007/10719871\_18},
timestamp = {Tue, 14 May 2019 10:00:42 +0200},
biburl = {https://dblp.org/rec/conf/hybrid/TinoDS98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nc/TinoD98,
author = {Peter Ti{\~{n}}o and
Georg Dorffner},
editor = {Michael Heiss},
title = {Recurrent Neural Networks with Iterated Function Systems Dynamics},
booktitle = {Proceedings of the International {ICSC} / {IFAC} Symposium on Neural
Computation {(NC} 1998), September 23-15, 1998, Vienna, Austria},
pages = {526--532},
publisher = {{ICSC} Academic Press, International Computer Science Conventions,
Canada / Switzerland},
year = {1998},
timestamp = {Fri, 28 Jan 2005 09:43:40 +0100},
biburl = {https://dblp.org/rec/conf/nc/TinoD98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icannga/TinoV97,
author = {Peter Ti{\~{n}}o and
V. Vojtek},
editor = {George D. Smith and
Nigel C. Steele and
Rudolf F. Albrecht},
title = {Modeling Complex Symbolic Sequences with Neural Based Systems},
booktitle = {Proceedings of the International Conference on Artificial Neural Nets
and Genetic Algorithms, {ICANNGA} 1997, Norwich, UK, 1997},
pages = {459--463},
publisher = {Springer},
year = {1997},
url = {https://doi.org/10.1007/978-3-7091-6492-1\_101},
doi = {10.1007/978-3-7091-6492-1\_101},
timestamp = {Mon, 04 May 2020 15:33:52 +0200},
biburl = {https://dblp.org/rec/conf/icannga/TinoV97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kes/TinoV97,
author = {Peter Ti{\~{n}}o and
V. Vojtek},
editor = {Lakhmi C. Jain},
title = {Extracting stochastic machines from recurrent neural networks trained
on complex symbolic sequences},
booktitle = {Knowledge-Based Intelligent Electronic Systems, 1st International
Conference, {KES} 1997, Adelaide, South Australia, 21-23 May, 1997,
Proceedings, Part {II}},
pages = {551--558},
publisher = {{IEEE}},
year = {1997},
url = {https://doi.org/10.1109/KES.1997.619435},
doi = {10.1109/KES.1997.619435},
timestamp = {Sun, 21 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kes/TinoV97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/LinHTG96,
author = {Tsungnan Lin and
Bill G. Horne and
Peter Ti{\~{n}}o and
C. Lee Giles},
title = {Learning long-term dependencies in {NARX} recurrent neural networks},
journal = {{IEEE} Trans. Neural Networks},
volume = {7},
number = {6},
pages = {1329--1338},
year = {1996},
url = {https://doi.org/10.1109/72.548162},
doi = {10.1109/72.548162},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/LinHTG96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/TinoS95,
author = {Peter Ti{\~{n}}o and
Jozef Sajda},
title = {Learning and Extracting Initial Mealy Automata with a Modular Neural
Network Model},
journal = {Neural Comput.},
volume = {7},
number = {4},
pages = {822--844},
year = {1995},
url = {https://doi.org/10.1162/neco.1995.7.4.822},
doi = {10.1162/NECO.1995.7.4.822},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/TinoS95.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LinHTG95,
author = {Tsungnan Lin and
Bill G. Horne and
Peter Ti{\~{n}}o and
C. Lee Giles},
editor = {David S. Touretzky and
Michael Mozer and
Michael E. Hasselmo},
title = {Learning long-term dependencies is not as difficult with {NARX} networks},
booktitle = {Advances in Neural Information Processing Systems 8, NIPS, Denver,
CO, USA, November 27-30, 1995},
pages = {577--583},
publisher = {{MIT} Press},
year = {1995},
url = {http://papers.nips.cc/paper/1151-learning-long-term-dependencies-is-not-as-difficult-with-narx-networks},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/LinHTG95.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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