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ORCIDBibTeX records: Amaury Lendasse
@inproceedings{DBLP:conf/iwann/WarnerRL23,
author = {Brandon Warner and
Edward R. Ratner and
Amaury Lendasse},
editor = {Ignacio Rojas and
Gonzalo Joya and
Andreu Catal{\`{a}}},
title = {{X-ELM:} {A} Fast Explainability Approach for Extreme Learning Machines},
booktitle = {Advances in Computational Intelligence - 17th International Work-Conference
on Artificial Neural Networks, {IWANN} 2023, Ponta Delgada, Portugal,
June 19-21, 2023, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14135},
pages = {411--422},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43078-7\_34},
doi = {10.1007/978-3-031-43078-7\_34},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iwann/WarnerRL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/AtsemegiorgisLLMBA23,
author = {Tamirat Atsemegiorgis and
Leonardo Espinosa Leal and
Amaury Lendasse and
Stefan Mattb{\"{a}}ck and
Kaj{-}Mikael Bj{\"{o}}rk and
Anton Akusok},
editor = {Ignacio Rojas and
Gonzalo Joya and
Andreu Catal{\`{a}}},
title = {Acid Sulfate Soils Classification and Prediction from Environmental
Covariates Using Extreme Learning Machines},
booktitle = {Advances in Computational Intelligence - 17th International Work-Conference
on Artificial Neural Networks, {IWANN} 2023, Ponta Delgada, Portugal,
June 19-21, 2023, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {14134},
pages = {614--625},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43085-5\_49},
doi = {10.1007/978-3-031-43085-5\_49},
timestamp = {Fri, 06 Oct 2023 16:37:48 +0200},
biburl = {https://dblp.org/rec/conf/iwann/AtsemegiorgisLLMBA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/most/ZhangWSLSHVSRLZ23,
author = {Yunpeng Jack Zhang and
Kailai Wang and
Lingguang Song and
Amaury Lendasse and
Houbing Herbert Song and
Zhu Han and
Rakesh Verma and
Arlei Silva and
Carlos E. Rubio{-}Medrano and
Zhixia Richard Li and
Guohui Zhang},
title = {{USDOT} Tier-1 University Transportation Center for Advancing Cybersecurity
Research and Education},
booktitle = {{IEEE} International Conference on Mobility, Operations, Services
and Technologies, {MOST} 2023, Detroit, MI, USA, May 17-19, 2023},
pages = {237--241},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/MOST57249.2023.00036},
doi = {10.1109/MOST57249.2023.00036},
timestamp = {Wed, 13 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/most/ZhangWSLSHVSRLZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/BronkLLWH21,
author = {Chris Bronk and
Amaury Lendasse and
Peggy Lindner and
Dan S. Wallach and
Barbara Hammer},
title = {Machine Learning for Measuring and Analyzing Online Social Communications},
booktitle = {29th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2021, Online event (Bruges,
Belgium), October 6-8, 2021},
year = {2021},
url = {https://doi.org/10.14428/esann/2021.ES2021-3},
doi = {10.14428/ESANN/2021.ES2021-3},
timestamp = {Tue, 31 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/BronkLLWH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/ChiLRH21,
author = {Baichuan Chi and
Amaury Lendasse and
Edward R. Ratner and
Renjie Hu},
title = {A Multi-ELM Model for Incomplete Data},
booktitle = {29th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2021, Online event (Bruges,
Belgium), October 6-8, 2021},
year = {2021},
url = {https://doi.org/10.14428/esann/2021.ES2021-162},
doi = {10.14428/ESANN/2021.ES2021-162},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/ChiLRH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/LendasseKR21,
author = {Amaury Lendasse and
Kallin Khan and
Edward R. Ratner},
title = {{NNBMSS:} a Novel and Fast Method for Model Structure Selection},
booktitle = {29th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2021, Online event (Bruges,
Belgium), October 6-8, 2021},
year = {2021},
url = {https://doi.org/10.14428/esann/2021.ES2021-9},
doi = {10.14428/ESANN/2021.ES2021-9},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/LendasseKR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/petra/AkusokLBLH21,
author = {Anton Akusok and
Leonardo Espinosa Leal and
Kaj{-}Mikael Bj{\"{o}}rk and
Amaury Lendasse and
Renjie Hu},
editor = {Fillia Makedon},
title = {Handwriting features based detection of fake signatures},
booktitle = {{PETRA} '21: The 14th PErvasive Technologies Related to Assistive
Environments Conference, Virtual Event, Greece, 29 June - 2 July,
2021},
pages = {86--89},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3453892.3454003},
doi = {10.1145/3453892.3454003},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/petra/AkusokLBLH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/array/HuFBL20,
author = {Renjie Hu and
Amany Farag and
Kaj{-}Mikael Bj{\"{o}}rk and
Amaury Lendasse},
title = {Using machine learning to identify top predictors for nurses' willingness
to report medication errors},
journal = {Array},
volume = {8},
pages = {100049},
year = {2020},
url = {https://doi.org/10.1016/j.array.2020.100049},
doi = {10.1016/J.ARRAY.2020.100049},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/array/HuFBL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/HuRSBL20,
author = {Renjie Hu and
Edward R. Ratner and
David E. Stewart and
Kaj{-}Mikael Bj{\"{o}}rk and
Amaury Lendasse},
title = {A modified Lanczos Algorithm for fast regularization of extreme learning
machines},
journal = {Neurocomputing},
volume = {414},
pages = {172--181},
year = {2020},
url = {https://doi.org/10.1016/j.neucom.2020.07.015},
doi = {10.1016/J.NEUCOM.2020.07.015},
timestamp = {Sun, 06 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/HuRSBL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcde/SunHGLB20,
author = {Zhiyu Sun and
Yusen He and
Andrey Gritsenko and
Amaury Lendasse and
Stephen Baek},
title = {Embedded spectral descriptors: learning the point-wise correspondence
metric via Siamese neural networks},
journal = {J. Comput. Des. Eng.},
volume = {7},
number = {1},
pages = {18--29},
year = {2020},
url = {https://doi.org/10.1093/jcde/qwaa003},
doi = {10.1093/JCDE/QWAA003},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcde/SunHGLB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nca/XiaoHLABL20,
author = {Shaoping Xiao and
Renjie Hu and
Zhen Li and
Siamak Attarian and
Kaj{-}Mikael Bj{\"{o}}rk and
Amaury Lendasse},
title = {A machine-learning-enhanced hierarchical multiscale method for bridging
from molecular dynamics to continua},
journal = {Neural Comput. Appl.},
volume = {32},
number = {18},
pages = {14359--14373},
year = {2020},
url = {https://doi.org/10.1007/s00521-019-04480-7},
doi = {10.1007/S00521-019-04480-7},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nca/XiaoHLABL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/KhanRLL20,
author = {Kallin Khan and
Edward R. Ratner and
Robert Ludwig and
Amaury Lendasse},
title = {Feature Bagging and Extreme Learning Machines: Machine Learning with
Severe Memory Constraints},
booktitle = {2020 International Joint Conference on Neural Networks, {IJCNN} 2020,
Glasgow, United Kingdom, July 19-24, 2020},
pages = {1--7},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/IJCNN48605.2020.9207673},
doi = {10.1109/IJCNN48605.2020.9207673},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/KhanRLL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/elm/2018,
editor = {Jiuwen Cao and
Chi{-}Man Vong and
Yoan Miche and
Amaury Lendasse},
title = {Proceedings of {ELM} 2018, International Conference on Extreme Learning
Machine, Singapore, 21-23 November 2018},
series = {Proceedings in Adaptation, Learning and Optimization},
volume = {11},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-23307-5},
doi = {10.1007/978-3-030-23307-5},
isbn = {978-3-030-23306-8},
timestamp = {Fri, 10 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/elm/2018.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cogcom/MicheROHL19,
author = {Yoan Miche and
Wei Ren and
Ian Oliver and
Silke Holtmanns and
Amaury Lendasse},
title = {A Framework for Privacy Quantification: Measuring the Impact of Privacy
Techniques Through Mutual Information, Distance Mapping, and Machine
Learning},
journal = {Cogn. Comput.},
volume = {11},
number = {2},
pages = {241--261},
year = {2019},
url = {https://doi.org/10.1007/s12559-018-9604-7},
doi = {10.1007/S12559-018-9604-7},
timestamp = {Thu, 21 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cogcom/MicheROHL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/HuRRMBL19,
author = {Renjie Hu and
Karl Ratner and
Edward R. Ratner and
Yoan Miche and
Kaj{-}Mikael Bj{\"{o}}rk and
Amaury Lendasse},
title = {{ELM-SOM+:} {A} continuous mapping for visualization},
journal = {Neurocomputing},
volume = {365},
pages = {147--156},
year = {2019},
url = {https://doi.org/10.1016/j.neucom.2019.06.093},
doi = {10.1016/J.NEUCOM.2019.06.093},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/HuRRMBL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlc/AkusokMBL19,
author = {Anton Akusok and
Yoan Miche and
Kaj{-}Mikael Bj{\"{o}}rk and
Amaury Lendasse},
title = {Per-sample prediction intervals for extreme learning machines},
journal = {Int. J. Mach. Learn. Cybern.},
volume = {10},
number = {5},
pages = {991--1001},
year = {2019},
url = {https://doi.org/10.1007/s13042-017-0777-2},
doi = {10.1007/S13042-017-0777-2},
timestamp = {Sat, 25 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mlc/AkusokMBL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mssp/HeSZSSYNL19,
author = {Bo He and
Yan Song and
Yuemei Zhu and
Qixin Sha and
Yue Shen and
Tianhong Yan and
Rui Nian and
Amaury Lendasse},
title = {Local receptive fields based extreme learning machine with hybrid
filter kernels for image classification},
journal = {Multidimens. Syst. Signal Process.},
volume = {30},
number = {3},
pages = {1149--1169},
year = {2019},
url = {https://doi.org/10.1007/s11045-018-0598-9},
doi = {10.1007/S11045-018-0598-9},
timestamp = {Thu, 09 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mssp/HeSZSSYNL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/DengLOTCZ19,
author = {Wan{-}Yu Deng and
Amaury Lendasse and
Yew{-}Soon Ong and
Ivor Wai{-}Hung Tsang and
Lin Chen and
Qing{-}Hua Zheng},
title = {Domain Adaption via Feature Selection on Explicit Feature Map},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {30},
number = {4},
pages = {1180--1190},
year = {2019},
url = {https://doi.org/10.1109/TNNLS.2018.2863240},
doi = {10.1109/TNNLS.2018.2863240},
timestamp = {Wed, 18 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/DengLOTCZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/petra/AkusokBLMHL19,
author = {Anton Akusok and
Kaj{-}Mikael Bj{\"{o}}rk and
Leonardo Espinosa Leal and
Yoan Miche and
Renjie Hu and
Amaury Lendasse},
editor = {Fillia Makedon},
title = {Spiking networks for improved cognitive abilities of edge computing
devices},
booktitle = {Proceedings of the 12th {ACM} International Conference on PErvasive
Technologies Related to Assistive Environments, {PETRA} 2019, Island
of Rhodes, Greece, June 5-7, 2019},
pages = {307--308},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3316782.3321546},
doi = {10.1145/3316782.3321546},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/petra/AkusokBLMHL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-08638,
author = {Anton Akusok and
Emil Eirola and
Yoan Miche and
Ian Oliver and
Kaj{-}Mikael Bj{\"{o}}rk and
Andrey Gritsenko and
Stephen Baek and
Amaury Lendasse},
title = {Incremental {ELMVIS} for unsupervised learning},
journal = {CoRR},
volume = {abs/1912.08638},
year = {2019},
url = {http://arxiv.org/abs/1912.08638},
eprinttype = {arXiv},
eprint = {1912.08638},
timestamp = {Fri, 03 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1912-08638.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-08644,
author = {Leonardo Espinosa Leal and
Kaj{-}Mikael Bj{\"{o}}rk and
Amaury Lendasse and
Anton Akusok},
title = {A Web Page Classifier Library Based on Random Image Content Analysis
Using Deep Learning},
journal = {CoRR},
volume = {abs/1912.08644},
year = {2019},
url = {http://arxiv.org/abs/1912.08644},
eprinttype = {arXiv},
eprint = {1912.08644},
timestamp = {Fri, 03 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1912-08644.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-09083,
author = {Anton Akusok and
Kaj{-}Mikael Bj{\"{o}}rk and
Leonardo Espinosa Leal and
Yoan Miche and
Renjie Hu and
Amaury Lendasse},
title = {Spiking Networks for Improved Cognitive Abilities of Edge Computing
Devices},
journal = {CoRR},
volume = {abs/1912.09083},
year = {2019},
url = {http://arxiv.org/abs/1912.09083},
eprinttype = {arXiv},
eprint = {1912.09083},
timestamp = {Fri, 03 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1912-09083.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-09087,
author = {Anton Akusok and
Emil Eirola and
Kaj{-}Mikael Bj{\"{o}}rk and
Amaury Lendasse},
title = {Extreme Learning Tree},
journal = {CoRR},
volume = {abs/1912.09087},
year = {2019},
url = {http://arxiv.org/abs/1912.09087},
eprinttype = {arXiv},
eprint = {1912.09087},
timestamp = {Fri, 03 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1912-09087.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-09090,
author = {Anton Akusok and
Yoan Miche and
Kaj{-}Mikael Bj{\"{o}}rk and
Amaury Lendasse},
title = {Per-sample Prediction Intervals for Extreme Learning Machines},
journal = {CoRR},
volume = {abs/1912.09090},
year = {2019},
url = {http://arxiv.org/abs/1912.09090},
eprinttype = {arXiv},
eprint = {1912.09090},
timestamp = {Fri, 03 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1912-09090.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-09094,
author = {Anton Akusok and
Mirka Saarela and
Tommi K{\"{a}}rkk{\"{a}}inen and
Kaj{-}Mikael Bj{\"{o}}rk and
Amaury Lendasse},
title = {Mislabel Detection of Finnish Publication Ranks},
journal = {CoRR},
volume = {abs/1912.09094},
year = {2019},
url = {http://arxiv.org/abs/1912.09094},
eprinttype = {arXiv},
eprint = {1912.09094},
timestamp = {Fri, 03 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1912-09094.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cogcom/GritsenkoABML18,
author = {Andrey Gritsenko and
Anton Akusok and
Stephen Baek and
Yoan Miche and
Amaury Lendasse},
title = {Extreme Learning Machines for VISualization+R: Mastering Visualization
with Target Variables},
journal = {Cogn. Comput.},
volume = {10},
number = {3},
pages = {464--477},
year = {2018},
url = {https://doi.org/10.1007/s12559-017-9537-6},
doi = {10.1007/S12559-017-9537-6},
timestamp = {Tue, 01 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cogcom/GritsenkoABML18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cogcom/LaurenQYWHL18,
author = {Paula Lauren and
Guangzhi Qu and
Jucheng Yang and
Paul Watta and
Guang{-}Bin Huang and
Amaury Lendasse},
title = {Generating Word Embeddings from an Extreme Learning Machine for Sentiment
Analysis and Sequence Labeling Tasks},
journal = {Cogn. Comput.},
volume = {10},
number = {4},
pages = {625--638},
year = {2018},
url = {https://doi.org/10.1007/s12559-018-9548-y},
doi = {10.1007/S12559-018-9548-Y},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cogcom/LaurenQYWHL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cogcom/AtliMKOHL18,
author = {Buse Gul Atli and
Yoan Miche and
Aapo Kalliola and
Ian Oliver and
Silke Holtmanns and
Amaury Lendasse},
title = {Anomaly-Based Intrusion Detection Using Extreme Learning Machine and
Aggregation of Network Traffic Statistics in Probability Space},
journal = {Cogn. Comput.},
volume = {10},
number = {5},
pages = {848--863},
year = {2018},
url = {https://doi.org/10.1007/s12559-018-9564-y},
doi = {10.1007/S12559-018-9564-Y},
timestamp = {Thu, 21 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cogcom/AtliMKOHL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/SongZHSSYNL18,
author = {Yan Song and
Shujing Zhang and
Bo He and
Qixin Sha and
Yue Shen and
Tianhong Yan and
Rui Nian and
Amaury Lendasse},
title = {Gaussian derivative models and ensemble extreme learning machine for
texture image classification},
journal = {Neurocomputing},
volume = {277},
pages = {53--64},
year = {2018},
url = {https://doi.org/10.1016/j.neucom.2017.01.113},
doi = {10.1016/J.NEUCOM.2017.01.113},
timestamp = {Thu, 09 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijon/SongZHSSYNL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/LaurenQZL18,
author = {Paula Lauren and
Guangzhi Qu and
Feng Zhang and
Amaury Lendasse},
title = {Discriminant document embeddings with an extreme learning machine
for classifying clinical narratives},
journal = {Neurocomputing},
volume = {277},
pages = {129--138},
year = {2018},
url = {https://doi.org/10.1016/j.neucom.2017.01.117},
doi = {10.1016/J.NEUCOM.2017.01.117},
timestamp = {Thu, 25 Jan 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijon/LaurenQZL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/BoemerRL18,
author = {Fabian Boemer and
Edward R. Ratner and
Amaury Lendasse},
title = {Parameter-free image segmentation with {SLIC}},
journal = {Neurocomputing},
volume = {277},
pages = {228--236},
year = {2018},
url = {https://doi.org/10.1016/j.neucom.2017.05.096},
doi = {10.1016/J.NEUCOM.2017.05.096},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/BoemerRL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jfi/RoshanMAL18,
author = {Setareh Roshan and
Yoan Miche and
Anton Akusok and
Amaury Lendasse},
title = {Adaptive and online network intrusion detection system using clustering
and Extreme Learning Machines},
journal = {J. Frankl. Inst.},
volume = {355},
number = {4},
pages = {1752--1779},
year = {2018},
url = {https://doi.org/10.1016/j.jfranklin.2017.06.006},
doi = {10.1016/J.JFRANKLIN.2017.06.006},
timestamp = {Mon, 24 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jfi/RoshanMAL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/elm/LiRRKBL18,
author = {Zhen Li and
Karl Ratner and
Edward R. Ratner and
Kallin Khan and
Kaj{-}Mikael Bj{\"{o}}rk and
Amaury Lendasse},
editor = {Jiuwen Cao and
Chi{-}Man Vong and
Yoan Miche and
Amaury Lendasse},
title = {A Novel {ELM} Ensemble for Time Series Prediction},
booktitle = {Proceedings of {ELM} 2018, International Conference on Extreme Learning
Machine, Singapore, 21-23 November 2018},
series = {Proceedings in Adaptation, Learning and Optimization},
volume = {11},
pages = {283--291},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-23307-5\_31},
doi = {10.1007/978-3-030-23307-5\_31},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/elm/LiRRKBL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/HuRJEAMBL18,
author = {Renjie Hu and
Venous Roshdibenam and
Hans J. Johnson and
Emil Eirola and
Anton Akusok and
Yoan Miche and
Kaj{-}Mikael Bj{\"{o}}rk and
Amaury Lendasse},
title = {{ELM-SOM:} {A} Continuous Self-Organizing Map for Visualization},
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.2018.8489268},
doi = {10.1109/IJCNN.2018.8489268},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/HuRJEAMBL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/petra/LealBLA18,
author = {Leonardo Espinosa Leal and
Kaj{-}Mikael Bj{\"{o}}rk and
Amaury Lendasse and
Anton Akusok},
title = {A Web Page Classifier Library Based on Random Image Content Analysis
Using Deep Learning},
booktitle = {Proceedings of the 11th PErvasive Technologies Related to Assistive
Environments Conference, {PETRA} 2018, Corfu, Greece, June 26-29,
2018},
pages = {13--16},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3197768.3201525},
doi = {10.1145/3197768.3201525},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/petra/LealBLA18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/AkusokGMBNLL17,
author = {Anton Akusok and
Andrey Gritsenko and
Yoan Miche and
Kaj{-}Mikael Bj{\"{o}}rk and
Rui Nian and
Paula Lauren and
Amaury Lendasse},
title = {Adding reliability to {ELM} forecasts by confidence intervals},
journal = {Neurocomputing},
volume = {219},
pages = {232--241},
year = {2017},
url = {https://doi.org/10.1016/j.neucom.2016.09.021},
doi = {10.1016/J.NEUCOM.2016.09.021},
timestamp = {Thu, 28 Dec 2017 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijon/AkusokGMBNLL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/LendasseVTMH17,
author = {Amaury Lendasse and
Chi{-}Man Vong and
Kar{-}Ann Toh and
Yoan Miche and
Guang{-}Bin Huang},
title = {Advances in extreme learning machines {(ELM2015)}},
journal = {Neurocomputing},
volume = {261},
pages = {1--3},
year = {2017},
url = {https://doi.org/10.1016/j.neucom.2017.01.089},
doi = {10.1016/J.NEUCOM.2017.01.089},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/LendasseVTMH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/RenMOHBL17,
author = {Wei Ren and
Yoan Miche and
Ian Oliver and
Silke Holtmanns and
Kaj{-}Mikael Bj{\"{o}}rk and
Amaury Lendasse},
editor = {Andreas Holzinger and
Peter Kieseberg and
A Min Tjoa and
Edgar R. Weippl},
title = {On Distance Mapping from non-Euclidean Spaces to Euclidean Spaces},
booktitle = {Machine Learning and Knowledge Extraction - First {IFIP} {TC} 5, {WG}
8.4, 8.9, 12.9 International Cross-Domain Conference, {CD-MAKE} 2017,
Reggio di Calabria, Italy, August 29 - September 1, 2017, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10410},
pages = {3--13},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-66808-6\_1},
doi = {10.1007/978-3-319-66808-6\_1},
timestamp = {Tue, 29 Dec 2020 18:40:27 +0100},
biburl = {https://dblp.org/rec/conf/cdmake/RenMOHBL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/MicheORHAL17,
author = {Yoan Miche and
Ian Oliver and
Wei Ren and
Silke Holtmanns and
Anton Akusok and
Amaury Lendasse},
editor = {Andreas Holzinger and
Peter Kieseberg and
A Min Tjoa and
Edgar R. Weippl},
title = {Practical Estimation of Mutual Information on Non-Euclidean Spaces},
booktitle = {Machine Learning and Knowledge Extraction - First {IFIP} {TC} 5, {WG}
8.4, 8.9, 12.9 International Cross-Domain Conference, {CD-MAKE} 2017,
Reggio di Calabria, Italy, August 29 - September 1, 2017, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10410},
pages = {123--136},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-66808-6\_9},
doi = {10.1007/978-3-319-66808-6\_9},
timestamp = {Fri, 25 Aug 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdmake/MicheORHAL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/AkusokEMGL17,
author = {Anton Akusok and
Emil Eirola and
Yoan Mich{\'{e}} and
Andrey Gritsenko and
Amaury Lendasse},
title = {Advanced query strategies for Active Learning with Extreme Learning
Machines},
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/es2017-92.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/AkusokEMGL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hais/GritsenkoESRL17,
author = {Andrey Gritsenko and
Emil Eirola and
Daniel Schupp and
Edward R. Ratner and
Amaury Lendasse},
editor = {Francisco Javier Mart{\'{\i}}nez de Pis{\'{o}}n and
Rub{\'{e}}n Urraca and
H{\'{e}}ctor Quinti{\'{a}}n and
Emilio Corchado},
title = {Solve Classification Tasks with Probabilities. Statistically-Modeled
Outputs},
booktitle = {Hybrid Artificial Intelligent Systems - 12th International Conference,
{HAIS} 2017, La Rioja, Spain, June 21-23, 2017, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10334},
pages = {293--305},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-59650-1\_25},
doi = {10.1007/978-3-319-59650-1\_25},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/hais/GritsenkoESRL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/LaurenQHWL17,
author = {Paula Lauren and
Guangzhi Qu and
Guang{-}Bin Huang and
Paul Watta and
Amaury Lendasse},
title = {A low-dimensional vector representation for words using an extreme
learning machine},
booktitle = {2017 International Joint Conference on Neural Networks, {IJCNN} 2017,
Anchorage, AK, USA, May 14-19, 2017},
pages = {1817--1822},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/IJCNN.2017.7966071},
doi = {10.1109/IJCNN.2017.7966071},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/LaurenQHWL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/petra/AkusokEBMJL17,
author = {Anton Akusok and
Emil Eirola and
Kaj{-}Mikael Bj{\"{o}}rk and
Yoan Mich{\'{e}} and
Hans J. Johnson and
Amaury Lendasse},
title = {Brute-force Missing Data Extreme Learning Machine for Predicting Huntington's
Disease},
booktitle = {Proceedings of the 10th International Conference on PErvasive Technologies
Related to Assistive Environments, {PETRA} 2017, Island of Rhodes,
Greece, June 21-23, 2017},
pages = {189--192},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3056540.3064945},
doi = {10.1145/3056540.3064945},
timestamp = {Tue, 06 Nov 2018 16:58:58 +0100},
biburl = {https://dblp.org/rec/conf/petra/AkusokEBMJL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1710-06368,
author = {Zhiyu Sun and
Yusen He and
Andrey Gritsenko and
Amaury Lendasse and
Stephen Baek},
title = {Deep Spectral Descriptors: Learning the point-wise correspondence
metric via Siamese deep neural networks},
journal = {CoRR},
volume = {abs/1710.06368},
year = {2017},
url = {http://arxiv.org/abs/1710.06368},
eprinttype = {arXiv},
eprint = {1710.06368},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1710-06368.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/LendasseMMH16,
author = {Amaury Lendasse and
Chi{-}Man Vong and
Yoan Miche and
Guang{-}Bin Huang},
title = {Advances in extreme learning machines {(ELM2014)}},
journal = {Neurocomputing},
volume = {174},
pages = {1--3},
year = {2016},
url = {https://doi.org/10.1016/j.neucom.2015.08.009},
doi = {10.1016/J.NEUCOM.2015.08.009},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/LendasseMMH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/SoviljBL16,
author = {Dusan Sovilj and
Kaj{-}Mikael Bj{\"{o}}rk and
Amaury Lendasse},
title = {Comparison of combining methods using Extreme Learning Machines under
small sample scenario},
journal = {Neurocomputing},
volume = {174},
pages = {4--17},
year = {2016},
url = {https://doi.org/10.1016/j.neucom.2015.03.109},
doi = {10.1016/J.NEUCOM.2015.03.109},
timestamp = {Sat, 20 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/SoviljBL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/WangWNHSBL16,
author = {Qian Wang and
Weiguo Wang and
Rui Nian and
Bo He and
Yue Shen and
Kaj{-}Mikael Bj{\"{o}}rk and
Amaury Lendasse},
title = {Manifold learning in local tangent space via extreme learning machine},
journal = {Neurocomputing},
volume = {174},
pages = {18--30},
year = {2016},
url = {https://doi.org/10.1016/j.neucom.2015.03.116},
doi = {10.1016/J.NEUCOM.2015.03.116},
timestamp = {Thu, 09 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijon/WangWNHSBL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/GrigorievskiyMK16,
author = {Alexander Grigorievskiy and
Yoan Miche and
Maarit K{\"{a}}pyl{\"{a}} and
Amaury Lendasse},
title = {Singular Value Decomposition update and its application to (Inc)-OP-ELM},
journal = {Neurocomputing},
volume = {174},
pages = {99--108},
year = {2016},
url = {https://doi.org/10.1016/j.neucom.2015.03.107},
doi = {10.1016/J.NEUCOM.2015.03.107},
timestamp = {Wed, 14 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/GrigorievskiyMK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/SoviljEMBNAL16,
author = {Dusan Sovilj and
Emil Eirola and
Yoan Miche and
Kaj{-}Mikael Bj{\"{o}}rk and
Rui Nian and
Anton Akusok and
Amaury Lendasse},
title = {Extreme learning machine for missing data using multiple imputations},
journal = {Neurocomputing},
volume = {174},
pages = {220--231},
year = {2016},
url = {https://doi.org/10.1016/j.neucom.2015.03.108},
doi = {10.1016/J.NEUCOM.2015.03.108},
timestamp = {Thu, 28 Dec 2017 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijon/SoviljEMBNAL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/CondeGSAMBL16,
author = {Maite Termenon and
Manuel Gra{\~{n}}a and
Alexandre Savio and
Anton Akusok and
Yoan Miche and
Kaj{-}Mikael Bj{\"{o}}rk and
Amaury Lendasse},
title = {Brain {MRI} morphological patterns extraction tool based on Extreme
Learning Machine and majority vote classification},
journal = {Neurocomputing},
volume = {174},
pages = {344--351},
year = {2016},
url = {https://doi.org/10.1016/j.neucom.2015.03.111},
doi = {10.1016/J.NEUCOM.2015.03.111},
timestamp = {Wed, 05 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/CondeGSAMBL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/AkusokBMBNLL16,
author = {Anton Akusok and
Stephen Baek and
Yoan Mich{\'{e}} and
Kaj{-}Mikael Bj{\"{o}}rk and
Rui Nian and
Paula Lauren and
Amaury Lendasse},
title = {{ELMVIS+:} Fast nonlinear visualization technique based on cosine
distance and extreme learning machines},
journal = {Neurocomputing},
volume = {205},
pages = {247--263},
year = {2016},
url = {https://doi.org/10.1016/j.neucom.2016.04.039},
doi = {10.1016/J.NEUCOM.2016.04.039},
timestamp = {Tue, 01 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/AkusokBMBNLL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nca/HanHSYMSL16,
author = {Bo Han and
Bo He and
Tingting Sun and
Tianhong Yan and
Mengmeng Ma and
Yue Shen and
Amaury Lendasse},
title = {{HSR:} {L} 1/2-regularized sparse representation for fast face recognition
using hierarchical feature selection},
journal = {Neural Comput. Appl.},
volume = {27},
number = {2},
pages = {305--320},
year = {2016},
url = {https://doi.org/10.1007/s00521-015-1907-y},
doi = {10.1007/S00521-015-1907-Y},
timestamp = {Thu, 09 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/nca/HanHSYMSL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/IEEEares/MicheOHKALB16,
author = {Yoan Mich{\'{e}} and
Ian Oliver and
Silke Holtmanns and
Aapo Kalliola and
Anton Akusok and
Amaury Lendasse and
Kaj{-}Mikael Bj{\"{o}}rk},
editor = {Francesco Buccafurri and
Andreas Holzinger and
Peter Kieseberg and
A Min Tjoa and
Edgar R. Weippl},
title = {Data Anonymization as a Vector Quantization Problem: Control Over
Privacy for Health Data},
booktitle = {Availability, Reliability, and Security in Information Systems - {IFIP}
{WG} 8.4, 8.9, {TC} 5 International Cross-Domain Conference, {CD-ARES}
2016, and Workshop on Privacy Aware Machine Learning for Health Data
Science, {PAML} 2016, Salzburg, Austria, August 31 - September 2,
2016, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9817},
pages = {193--203},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-45507-5\_13},
doi = {10.1007/978-3-319-45507-5\_13},
timestamp = {Tue, 29 Dec 2020 18:30:01 +0100},
biburl = {https://dblp.org/rec/conf/IEEEares/MicheOHKALB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hicss/KouontchouLMMSM16,
author = {Patrick Kouontchou and
Amaury Lendasse and
Yoan Mich{\'{e}} and
Alejandro Modesto and
Peter Sarlin and
Bertrand Maillet},
editor = {Tung X. Bui and
Ralph H. Sprague Jr.},
title = {A {R-SOM} Analysis of the Link between Financial Market Conditions
and a Systemic Risk Index Based on ICA-Factors of Systemic Risk Measures},
booktitle = {49th Hawaii International Conference on System Sciences, {HICSS} 2016,
Koloa, HI, USA, January 5-8, 2016},
pages = {1759--1770},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/HICSS.2016.222},
doi = {10.1109/HICSS.2016.222},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/hicss/KouontchouLMMSM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/GritsenkoAMBBL16,
author = {Andrey Gritsenko and
Anton Akusok and
Yoan Mich{\'{e}} and
Kaj{-}Mikael Bj{\"{o}}rk and
Stephen Baek and
Amaury Lendasse},
title = {Combined nonlinear visualization and classification: {ELMVIS++C}},
booktitle = {2016 International Joint Conference on Neural Networks, {IJCNN} 2016,
Vancouver, BC, Canada, July 24-29, 2016},
pages = {2617--2624},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/IJCNN.2016.7727527},
doi = {10.1109/IJCNN.2016.7727527},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/GritsenkoAMBBL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/LaurenQZL16,
author = {Paula Lauren and
Guangzhi Qu and
Feng Zhang and
Amaury Lendasse},
title = {Clinical narrative classification using discriminant word embeddings
with {ELM}},
booktitle = {2016 International Joint Conference on Neural Networks, {IJCNN} 2016,
Vancouver, BC, Canada, July 24-29, 2016},
pages = {2931--2938},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/IJCNN.2016.7727570},
doi = {10.1109/IJCNN.2016.7727570},
timestamp = {Sun, 21 Jan 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/LaurenQZL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/petra/BjorkEML16,
author = {Kaj{-}Mikael Bj{\"{o}}rk and
Emil Eirola and
Yoan Mich{\'{e}} and
Amaury Lendasse},
title = {A new application of machine learning in health care},
booktitle = {Proceedings of the 9th {ACM} International Conference on PErvasive
Technologies Related to Assistive Environments, {PETRA} 2016, Corfu
Island, Greece, June 29 - July 1, 2016},
pages = {49},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2910674.2935861},
doi = {10.1145/2910674.2935861},
timestamp = {Wed, 10 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/petra/BjorkEML16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/AkusokBML15,
author = {Anton Akusok and
Kaj{-}Mikael Bj{\"{o}}rk and
Yoan Mich{\'{e}} and
Amaury Lendasse},
title = {High-Performance Extreme Learning Machines: {A} Complete Toolbox for
Big Data Applications},
journal = {{IEEE} Access},
volume = {3},
pages = {1011--1025},
year = {2015},
url = {https://doi.org/10.1109/ACCESS.2015.2450498},
doi = {10.1109/ACCESS.2015.2450498},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/access/AkusokBML15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cim/AkusokMKBNL15,
author = {Anton Akusok and
Yoan Miche and
Juha Karhunen and
Kaj{-}Mikael Bj{\"{o}}rk and
Rui Nian and
Amaury Lendasse},
title = {Arbitrary Category Classification of Websites Based on Image Content},
journal = {{IEEE} Comput. Intell. Mag.},
volume = {10},
number = {2},
pages = {30--41},
year = {2015},
url = {https://doi.org/10.1109/MCI.2015.2405317},
doi = {10.1109/MCI.2015.2405317},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cim/AkusokMKBNL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/LendasseHMH15,
author = {Amaury Lendasse and
Qing He and
Yoan Mich{\'{e}} and
Guang{-}Bin Huang},
title = {Advances in Extreme Learning Machines {(ELM2013)}},
journal = {Neurocomputing},
volume = {149},
pages = {158--159},
year = {2015},
url = {https://doi.org/10.1016/j.neucom.2014.08.059},
doi = {10.1016/J.NEUCOM.2014.08.059},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijon/LendasseHMH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/HanHNMZLL15,
author = {Bo Han and
Bo He and
Rui Nian and
Mengmeng Ma and
Shujing Zhang and
Minghui Li and
Amaury Lendasse},
title = {{LARSEN-ELM:} Selective ensemble of extreme learning machines using
{LARS} for blended data},
journal = {Neurocomputing},
volume = {149},
pages = {285--294},
year = {2015},
url = {https://doi.org/10.1016/j.neucom.2014.01.069},
doi = {10.1016/J.NEUCOM.2014.01.069},
timestamp = {Thu, 09 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijon/HanHNMZLL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/AkusokVMBJSL15,
author = {Anton Akusok and
David Veganzones and
Yoan Mich{\'{e}} and
Kaj{-}Mikael Bj{\"{o}}rk and
Philippe du Jardin and
Eric S{\'{e}}verin and
Amaury Lendasse},
title = {{MD-ELM:} Originally Mislabeled Samples Detection using {OP-ELM} Model},
journal = {Neurocomputing},
volume = {159},
pages = {242--250},
year = {2015},
url = {https://doi.org/10.1016/j.neucom.2015.01.055},
doi = {10.1016/J.NEUCOM.2015.01.055},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/AkusokVMBJSL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/JuniorCBML15,
author = {Amauri Holanda de Souza J{\'{u}}nior and
Francesco Corona and
Guilherme De A. Barreto and
Yoan Mich{\'{e}} and
Amaury Lendasse},
title = {Minimal Learning Machine: {A} novel supervised distance-based approach
for regression and classification},
journal = {Neurocomputing},
volume = {164},
pages = {34--44},
year = {2015},
url = {https://doi.org/10.1016/j.neucom.2014.11.073},
doi = {10.1016/J.NEUCOM.2014.11.073},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/JuniorCBML15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/MicheAVBSJTL15,
author = {Yoan Mich{\'{e}} and
Anton Akusok and
David Veganzones and
Kaj{-}Mikael Bj{\"{o}}rk and
Eric S{\'{e}}verin and
Philippe du Jardin and
Maite Termenon and
Amaury Lendasse},
title = {{SOM-ELM} - Self-Organized Clustering using {ELM}},
journal = {Neurocomputing},
volume = {165},
pages = {238--254},
year = {2015},
url = {https://doi.org/10.1016/j.neucom.2015.03.014},
doi = {10.1016/J.NEUCOM.2015.03.014},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/MicheAVBSJTL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/www/MicheLLO15,
author = {Yoan Miche and
Meng{-}Hiot Lim and
Amaury Lendasse and
Yew{-}Soon Ong},
title = {Meme representations for game agents},
journal = {World Wide Web},
volume = {18},
number = {2},
pages = {215--234},
year = {2015},
url = {https://doi.org/10.1007/s11280-013-0219-3},
doi = {10.1007/S11280-013-0219-3},
timestamp = {Wed, 14 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/www/MicheLLO15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/BorkKLMM15,
author = {Kaj{-}Mikael Bj{\"{o}}rk and
Patrick Kouontchou and
Amaury Lendasse and
Yoan Mich{\'{e}} and
Bertrand Maillet},
title = {Towards a Tomographic Index of Systemic Risk Measures},
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/es2015-108.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/BorkKLMM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns-wc/SwaneyABML15,
author = {C. Swaney and
Anton Akusok and
Kaj{-}Mikael Bj{\"{o}}rk and
Yoan Mich{\'{e}} and
Amaury Lendasse},
editor = {Asim Roy and
Plamen Angelov and
Adel M. Alimi and
Ganesh Kumar Venayagamoorthy and
Theodore B. Trafalis},
title = {Efficient Skin Segmentation via Neural Networks: {HP-ELM} and {BD-SOM}},
booktitle = {{INNS} Conference on Big Data 2015, San Francisco, CA, USA, 8-10 August
2015},
series = {Procedia Computer Science},
volume = {53},
pages = {400--409},
publisher = {Elsevier},
year = {2015},
url = {https://doi.org/10.1016/j.procs.2015.07.317},
doi = {10.1016/J.PROCS.2015.07.317},
timestamp = {Thu, 08 Jul 2021 16:04:01 +0200},
biburl = {https://dblp.org/rec/conf/inns-wc/SwaneyABML15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/EirolaGABMSNHL15,
author = {Emil Eirola and
Andrey Gritsenko and
Anton Akusok and
Kaj{-}Mikael Bj{\"{o}}rk and
Yoan Miche and
Dusan Sovilj and
Rui Nian and
Bo He and
Amaury Lendasse},
editor = {Ignacio Rojas and
Gonzalo Joya Caparr{\'{o}}s and
Andreu Catal{\`{a}}},
title = {Extreme Learning Machines for Multiclass Classification: Refining
Predictions with Gaussian Mixture Models},
booktitle = {Advances in Computational Intelligence - 13th International Work-Conference
on Artificial Neural Networks, {IWANN} 2015, Palma de Mallorca, Spain,
June 10-12, 2015. Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {9095},
pages = {153--164},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-19222-2\_13},
doi = {10.1007/978-3-319-19222-2\_13},
timestamp = {Thu, 09 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iwann/EirolaGABMSNHL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/trustcom/SayfullinaEKPML15,
author = {Luiza Sayfullina and
Emil Eirola and
Dmitry Komashinsky and
Paolo Palumbo and
Yoan Mich{\'{e}} and
Amaury Lendasse and
Juha Karhunen},
title = {Efficient Detection of Zero-day Android Malware Using Normalized Bernoulli
Naive Bayes},
booktitle = {2015 {IEEE} TrustCom/BigDataSE/ISPA, Helsinki, Finland, August 20-22,
2015, Volume 1},
pages = {198--205},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/Trustcom.2015.375},
doi = {10.1109/TRUSTCOM.2015.375},
timestamp = {Wed, 16 Oct 2019 14:14:49 +0200},
biburl = {https://dblp.org/rec/conf/trustcom/SayfullinaEKPML15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cogcom/HeXNHYML14,
author = {Bo He and
Dongxun Xu and
Rui Nian and
Mark van Heeswijk and
Qi Yu and
Yoan Miche and
Amaury Lendasse},
title = {Fast Face Recognition Via Sparse Coding and Extreme Learning Machine},
journal = {Cogn. Comput.},
volume = {6},
number = {2},
pages = {264--277},
year = {2014},
url = {https://doi.org/10.1007/s12559-013-9224-1},
doi = {10.1007/S12559-013-9224-1},
timestamp = {Thu, 09 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cogcom/HeXNHYML14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cogcom/ZhangHNWHLY14,
author = {Shujing Zhang and
Bo He and
Rui Nian and
Jing Wang and
Bo Han and
Amaury Lendasse and
Guang Yuan},
title = {Fast Image Recognition Based on Independent Component Analysis and
Extreme Learning Machine},
journal = {Cogn. Comput.},
volume = {6},
number = {3},
pages = {405--422},
year = {2014},
url = {https://doi.org/10.1007/s12559-014-9245-4},
doi = {10.1007/S12559-014-9245-4},
timestamp = {Thu, 09 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cogcom/ZhangHNWHLY14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cogcom/AkusokMHNL14,
author = {Anton Akusok and
Yoan Miche and
Jozsef Hegedus and
Rui Nian and
Amaury Lendasse},
title = {A Two-Stage Methodology Using {K-NN} and False-Positive Minimizing
{ELM} for Nominal Data Classification},
journal = {Cogn. Comput.},
volume = {6},
number = {3},
pages = {432--445},
year = {2014},
url = {https://doi.org/10.1007/s12559-014-9253-4},
doi = {10.1007/S12559-014-9253-4},
timestamp = {Thu, 21 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cogcom/AkusokMHNL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/entropy/GuillenAHSLHPR14,
author = {Alberto Guill{\'{e}}n and
M. Isabel Garc{\'{\i}}a Arenas and
Mark van Heeswijk and
Dusan Sovilj and
Amaury Lendasse and
Luis Javier Herrera and
H{\'{e}}ctor Pomares and
Ignacio Rojas},
title = {Fast Feature Selection in a {GPU} Cluster Using the Delta Test},
journal = {Entropy},
volume = {16},
number = {2},
pages = {854--869},
year = {2014},
url = {https://doi.org/10.3390/e16020854},
doi = {10.3390/E16020854},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/entropy/GuillenAHSLHPR14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/LendasseHMH14,
author = {Amaury Lendasse and
Qing He and
Yoan Miche and
Guang{-}Bin Huang},
title = {Advances in extreme learning machines {(ELM2012)}},
journal = {Neurocomputing},
volume = {128},
pages = {1--3},
year = {2014},
url = {https://doi.org/10.1016/j.neucom.2013.10.013},
doi = {10.1016/J.NEUCOM.2013.10.013},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijon/LendasseHMH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/MorenoCLGG14,
author = {Ram{\'{o}}n Moreno and
Francesco Corona and
Amaury Lendasse and
Manuel Gra{\~{n}}a and
L{\^{e}}nio S. Galv{\~{a}}o},
title = {Extreme learning machines for soybean classification in remote sensing
hyperspectral images},
journal = {Neurocomputing},
volume = {128},
pages = {207--216},
year = {2014},
url = {https://doi.org/10.1016/j.neucom.2013.03.057},
doi = {10.1016/J.NEUCOM.2013.03.057},
timestamp = {Tue, 06 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/MorenoCLGG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/NianHZHYML14,
author = {Rui Nian and
Bo He and
Bing Zheng and
Mark van Heeswijk and
Qi Yu and
Yoan Miche and
Amaury Lendasse},
title = {Extreme learning machine towards dynamic model hypothesis in fish
ethology research},
journal = {Neurocomputing},
volume = {128},
pages = {273--284},
year = {2014},
url = {https://doi.org/10.1016/j.neucom.2013.03.054},
doi = {10.1016/J.NEUCOM.2013.03.054},
timestamp = {Thu, 09 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijon/NianHZHYML14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/YuMSL14,
author = {Qi Yu and
Yoan Miche and
Eric S{\'{e}}verin and
Amaury Lendasse},
title = {Bankruptcy prediction using Extreme Learning Machine and financial
expertise},
journal = {Neurocomputing},
volume = {128},
pages = {296--302},
year = {2014},
url = {https://doi.org/10.1016/j.neucom.2013.01.063},
doi = {10.1016/J.NEUCOM.2013.01.063},
timestamp = {Thu, 11 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/YuMSL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/YuHMNHSL14,
author = {Qi Yu and
Mark van Heeswijk and
Yoan Miche and
Rui Nian and
Bo He and
Eric S{\'{e}}verin and
Amaury Lendasse},
title = {Ensemble delta test-extreme learning machine {(DT-ELM)} for regression},
journal = {Neurocomputing},
volume = {129},
pages = {153--158},
year = {2014},
url = {https://doi.org/10.1016/j.neucom.2013.08.041},
doi = {10.1016/J.NEUCOM.2013.08.041},
timestamp = {Thu, 09 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijon/YuHMNHSL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/EirolaLVB14,
author = {Emil Eirola and
Amaury Lendasse and
Vincent Vandewalle and
Christophe Biernacki},
title = {Mixture of Gaussians for distance estimation with missing data},
journal = {Neurocomputing},
volume = {131},
pages = {32--42},
year = {2014},
url = {https://doi.org/10.1016/j.neucom.2013.07.050},
doi = {10.1016/J.NEUCOM.2013.07.050},
timestamp = {Fri, 30 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijon/EirolaLVB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/GrigorievskiyMVSL14,
author = {Alexander Grigorievskiy and
Yoan Miche and
Anne{-}Mari Ventel{\"{a}} and
Eric S{\'{e}}verin and
Amaury Lendasse},
title = {Long-term time series prediction using {OP-ELM}},
journal = {Neural Networks},
volume = {51},
pages = {50--56},
year = {2014},
url = {https://doi.org/10.1016/j.neunet.2013.12.002},
doi = {10.1016/J.NEUNET.2013.12.002},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/nn/GrigorievskiyMVSL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eann/HeeswijkLM14,
author = {Mark van Heeswijk and
Amaury Lendasse and
Yoan Mich{\'{e}}},
editor = {Valeri M. Mladenov and
Chrisina Jayne and
Lazaros S. Iliadis},
title = {Compressive {ELM:} Improved Models through Exploiting Time-Accuracy
Trade-Offs},
booktitle = {Engineering Applications of Neural Networks - 15th International Conference,
{EANN} 2014, Sofia, Bulgaria, September 5-7, 2014. Proceedings},
series = {Communications in Computer and Information Science},
volume = {459},
pages = {165--174},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-11071-4\_16},
doi = {10.1007/978-3-319-11071-4\_16},
timestamp = {Wed, 08 Jan 2020 13:42:17 +0100},
biburl = {https://dblp.org/rec/conf/eann/HeeswijkLM14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/AkusokVMSL14,
author = {Anton Akusok and
David Veganzones and
Yoan Mich{\'{e}} and
Eric S{\'{e}}verin and
Amaury Lendasse},
title = {Finding Originally Mislabels with {MD-ELM}},
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/es2014-18.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/AkusokVMSL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/EirolaLK14,
author = {Emil Eirola and
Amaury Lendasse and
Juha Karhunen},
title = {Variable selection for regression problems using Gaussian mixture
models to estimate mutual information},
booktitle = {2014 International Joint Conference on Neural Networks, {IJCNN} 2014,
Beijing, China, July 6-11, 2014},
pages = {1606--1613},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/IJCNN.2014.6889561},
doi = {10.1109/IJCNN.2014.6889561},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/EirolaLK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/EirolaLCV14,
author = {Emil Eirola and
Amaury Lendasse and
Francesco Corona and
Michel Verleysen},
title = {The delta test: The 1-NN estimator as a feature selection criterion},
booktitle = {2014 International Joint Conference on Neural Networks, {IJCNN} 2014,
Beijing, China, July 6-11, 2014},
pages = {4214--4222},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/IJCNN.2014.6889560},
doi = {10.1109/IJCNN.2014.6889560},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/EirolaLCV14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HanHNMZLL14,
author = {Bo Han and
Bo He and
Rui Nian and
Mengmeng Ma and
Shujing Zhang and
Minghui Li and
Amaury Lendasse},
title = {{LARSEN-ELM:} Selective Ensemble of Extreme Learning Machines using
{LARS} for Blended Data},
journal = {CoRR},
volume = {abs/1408.2003},
year = {2014},
url = {http://arxiv.org/abs/1408.2003},
eprinttype = {arXiv},
eprint = {1408.2003},
timestamp = {Thu, 09 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/HanHNMZLL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HanHMSYL14,
author = {Bo Han and
Bo He and
Mengmeng Ma and
Tingting Sun and
Tianhong Yan and
Amaury Lendasse},
title = {{RMSE-ELM:} Recursive Model based Selective Ensemble of Extreme Learning
Machines for Robustness Improvement},
journal = {CoRR},
volume = {abs/1408.2004},
year = {2014},
url = {http://arxiv.org/abs/1408.2004},
eprinttype = {arXiv},
eprint = {1408.2004},
timestamp = {Thu, 09 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/HanHMSYL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LiuHDSYNL14,
author = {Yang Liu and
Bo He and
Diya Dong and
Yue Shen and
Tianhong Yan and
Rui Nian and
Amaury Lendasse},
title = {Robust {OS-ELM} with a novel selective ensemble based on particle
swarm optimization},
journal = {CoRR},
volume = {abs/1408.2890},
year = {2014},
url = {http://arxiv.org/abs/1408.2890},
eprinttype = {arXiv},
eprint = {1408.2890},
timestamp = {Thu, 09 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/LiuHDSYNL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HanHSML14,
author = {Bo Han and
Bo He and
Tingting Sun and
Mengmeng Ma and
Amaury Lendasse},
title = {{HSR:} {L1/2} Regularized Sparse Representation for Fast Face Recognition
using Hierarchical Feature Selection},
journal = {CoRR},
volume = {abs/1409.6448},
year = {2014},
url = {http://arxiv.org/abs/1409.6448},
eprinttype = {arXiv},
eprint = {1409.6448},
timestamp = {Thu, 09 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/HanHSML14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cmmm/GuillenLB13,
author = {Alberto Guill{\'{e}}n and
Amaury Lendasse and
Guilherme A. Barreto},
title = {Data Preprocessing and Model Design for Medicine Problems},
journal = {Comput. Math. Methods Medicine},
volume = {2013},
pages = {625623:1},
year = {2013},
url = {https://doi.org/10.1155/2013/625623},
doi = {10.1155/2013/625623},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cmmm/GuillenLB13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/expert/CambriaHKZVLYCLLLFOLALCNMGZDYMOJTTKYCL13,
author = {Erik Cambria and
Guang{-}Bin Huang and
Liyanaarachchi Lekamalage Chamara Kasun and
Hongming Zhou and
Chi{-}Man Vong and
Jiarun Lin and
Jianping Yin and
Zhiping Cai and
Qiang Liu and
Kuan Li and
Victor C. M. Leung and
Liang Feng and
Yew{-}Soon Ong and
Meng{-}Hiot Lim and
Anton Akusok and
Amaury Lendasse and
Francesco Corona and
Rui Nian and
Yoan Miche and
Paolo Gastaldo and
Rodolfo Zunino and
Sergio Decherchi and
Xuefeng Yang and
Kezhi Mao and
Beom{-}Seok Oh and
Je{-}Hyoung Jeon and
Kar{-}Ann Toh and
Andrew Beng Jin Teoh and
Jaihie Kim and
Hanchao Yu and
Yiqiang Chen and
Junfa Liu},
title = {Extreme Learning Machines},
journal = {{IEEE} Intell. Syst.},
volume = {28},
number = {6},
pages = {30--59},
year = {2013},
url = {https://doi.org/10.1109/MIS.2013.140},
doi = {10.1109/MIS.2013.140},
timestamp = {Tue, 05 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/expert/CambriaHKZVLYCLLLFOLALCNMGZDYMOJTTKYCL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/YuMEHSL13,
author = {Qi Yu and
Yoan Miche and
Emil Eirola and
Mark van Heeswijk and
Eric S{\'{e}}verin and
Amaury Lendasse},
title = {Regularized extreme learning machine for regression with missing data},
journal = {Neurocomputing},
volume = {102},
pages = {45--51},
year = {2013},
url = {https://doi.org/10.1016/j.neucom.2012.02.040},
doi = {10.1016/J.NEUCOM.2012.02.040},
timestamp = {Thu, 11 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/YuMEHSL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/FrenayHMVL13,
author = {Beno{\^{\i}}t Fr{\'{e}}nay and
Mark van Heeswijk and
Yoan Miche and
Michel Verleysen and
Amaury Lendasse},
title = {Feature selection for nonlinear models with extreme learning machines},
journal = {Neurocomputing},
volume = {102},
pages = {111--124},
year = {2013},
url = {https://doi.org/10.1016/j.neucom.2011.12.055},
doi = {10.1016/J.NEUCOM.2011.12.055},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijon/FrenayHMVL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/EirolaDVL13,
author = {Emil Eirola and
Gauthier Doquire and
Michel Verleysen and
Amaury Lendasse},
title = {Distance estimation in numerical data sets with missing values},
journal = {Inf. Sci.},
volume = {240},
pages = {115--128},
year = {2013},
url = {https://doi.org/10.1016/j.ins.2013.03.043},
doi = {10.1016/J.INS.2013.03.043},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/isci/EirolaDVL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nca/NianHL13,
author = {Rui Nian and
Bo He and
Amaury Lendasse},
title = {3D object recognition based on a geometrical topology model and extreme
learning machine},
journal = {Neural Comput. Appl.},
volume = {22},
number = {3-4},
pages = {427--433},
year = {2013},
url = {https://doi.org/10.1007/s00521-012-0892-7},
doi = {10.1007/S00521-012-0892-7},
timestamp = {Thu, 09 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/nca/NianHL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/GisbrechtMHL13,
author = {Andrej Gisbrecht and
Yoan Mich{\'{e}} and
Barbara Hammer and
Amaury Lendasse},
title = {Visualizing dependencies of spectral features using mutual information},
booktitle = {21st European Symposium on Artificial Neural Networks, {ESANN} 2013,
Bruges, Belgium, April 24-26, 2013},
year = {2013},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2013-86.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/GisbrechtMHL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/KouontchouLMM13,
author = {Patrick Kouontchou and
Amaury Lendasse and
Yoan Mich{\'{e}} and
Bertrand Maillet},
title = {Forecasting Financial Markets with Classified Tactical Signals},
booktitle = {21st European Symposium on Artificial Neural Networks, {ESANN} 2013,
Bruges, Belgium, April 24-26, 2013},
year = {2013},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2013-121.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/KouontchouLMM13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ida/EirolaL13,
author = {Emil Eirola and
Amaury Lendasse},
editor = {Allan Tucker and
Frank H{\"{o}}ppner and
Arno Siebes and
Stephen Swift},
title = {Gaussian Mixture Models for Time Series Modelling, Forecasting, and
Interpolation},
booktitle = {Advances in Intelligent Data Analysis {XII} - 12th International Symposium,
{IDA} 2013, London, UK, October 17-19, 2013. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8207},
pages = {162--173},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-41398-8\_15},
doi = {10.1007/978-3-642-41398-8\_15},
timestamp = {Tue, 14 May 2019 10:00:49 +0200},
biburl = {https://dblp.org/rec/conf/ida/EirolaL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/LendasseASCHEM13,
author = {Amaury Lendasse and
Anton Akusok and
Olli Simula and
Francesco Corona and
Mark van Heeswijk and
Emil Eirola and
Yoan Miche},
editor = {Ignacio Rojas and
Gonzalo Joya Caparr{\'{o}}s and
Joan Cabestany},
title = {Extreme Learning Machine: {A} Robust Modeling Technique? Yes!},
booktitle = {Advances in Computational Intelligence - 12th International Work-Conference
on Artificial Neural Networks, {IWANN} 2013, Puerto de la Cruz, Tenerife,
Spain, June 12-14, 2013, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {7902},
pages = {17--35},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-38679-4\_2},
doi = {10.1007/978-3-642-38679-4\_2},
timestamp = {Tue, 14 May 2019 10:00:51 +0200},
biburl = {https://dblp.org/rec/conf/iwann/LendasseASCHEM13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/JuniorCMLBS13,
author = {Amauri Holanda de Souza J{\'{u}}nior and
Francesco Corona and
Yoan Miche and
Amaury Lendasse and
Guilherme A. Barreto and
Olli Simula},
editor = {Ignacio Rojas and
Gonzalo Joya Caparr{\'{o}}s and
Joan Cabestany},
title = {Minimal Learning Machine: {A} New Distance-Based Method for Supervised
Learning},
booktitle = {Advances in Computational Intelligence - 12th International Work-Conference
on Artificial Neural Networks, {IWANN} 2013, Puerto de la Cruz, Tenerife,
Spain, June 12-14, 2013, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {7902},
pages = {408--416},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-38679-4\_40},
doi = {10.1007/978-3-642-38679-4\_40},
timestamp = {Sat, 24 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iwann/JuniorCMLBS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/SoviljLS13,
author = {Dusan Sovilj and
Amaury Lendasse and
Olli Simula},
editor = {Ignacio Rojas and
Gonzalo Joya Caparr{\'{o}}s and
Joan Cabestany},
title = {Extending Extreme Learning Machine with Combination Layer},
booktitle = {Advances in Computational Intelligence - 12th International Work-Conference
on Artificial Neural Networks, {IWANN} 2013, Puerto de la Cruz, Tenerife,
Spain, June 12-14, 2013, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {7902},
pages = {417--426},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-38679-4\_41},
doi = {10.1007/978-3-642-38679-4\_41},
timestamp = {Sun, 04 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iwann/SoviljLS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/Montesino-PouzolsL12,
author = {Federico Montesino{-}Pouzols and
Amaury Lendasse},
title = {Adaptive kernel smoothing regression for spatio-temporal environmental
datasets},
journal = {Neurocomputing},
volume = {90},
pages = {59--65},
year = {2012},
url = {https://doi.org/10.1016/j.neucom.2012.02.023},
doi = {10.1016/J.NEUCOM.2012.02.023},
timestamp = {Tue, 06 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/Montesino-PouzolsL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/GisbrechtSHL12,
author = {Andrej Gisbrecht and
Dusan Sovilj and
Barbara Hammer and
Amaury Lendasse},
title = {Relevance learning for time series inspection},
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/es2012-188.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/GisbrechtSHL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/petra/MicheCALNG12,
author = {Yoan Miche and
Tatiana Chistiakova and
Anton Akusok and
Amaury Lendasse and
Rui Nian and
Alberto Guill{\'{e}}n},
editor = {Fillia Makedon},
title = {Fast variable selection for memetracker phrases time series prediction},
booktitle = {The 5th International Conference on PErvasive Technologies Related
to Assistive Environments, {PETRA} 2012, Heraklion, Crete, Greece,
June 6-9, 2012},
pages = {47},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2413097.2413156},
doi = {10.1145/2413097.2413156},
timestamp = {Sat, 24 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/petra/MicheCALNG12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/sci/GuillenSHHLPR12,
author = {Alberto Guill{\'{e}}n and
Dusan Sovilj and
Mark van Heeswijk and
Luis Javier Herrera and
Amaury Lendasse and
H{\'{e}}ctor Pomares and
Ignacio Rojas},
editor = {Francisco Fern{\'{a}}ndez de Vega and
Jos{\'{e}} Ignacio Hidalgo P{\'{e}}rez and
Juan Lanchares},
title = {Evolutive Approaches for Variable Selection Using a Non-parametric
Noise Estimator},
booktitle = {Parallel Architectures and Bioinspired Algorithms},
series = {Studies in Computational Intelligence},
volume = {415},
pages = {243--266},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-28789-3\_11},
doi = {10.1007/978-3-642-28789-3\_11},
timestamp = {Wed, 14 Jun 2017 20:39:10 +0200},
biburl = {https://dblp.org/rec/series/sci/GuillenSHHLPR12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/MicheHBSL11,
author = {Yoan Miche and
Mark van Heeswijk and
Patrick Bas and
Olli Simula and
Amaury Lendasse},
title = {{TROP-ELM:} {A} double-regularized {ELM} using {LARS} and Tikhonov
regularization},
journal = {Neurocomputing},
volume = {74},
number = {16},
pages = {2413--2421},
year = {2011},
url = {https://doi.org/10.1016/j.neucom.2010.12.042},
doi = {10.1016/J.NEUCOM.2010.12.042},
timestamp = {Sat, 24 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijon/MicheHBSL11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/HeeswijkMOL11,
author = {Mark van Heeswijk and
Yoan Miche and
Erkki Oja and
Amaury Lendasse},
title = {GPU-accelerated and parallelized {ELM} ensembles for large-scale regression},
journal = {Neurocomputing},
volume = {74},
number = {16},
pages = {2430--2437},
year = {2011},
url = {https://doi.org/10.1016/j.neucom.2010.11.034},
doi = {10.1016/J.NEUCOM.2010.11.034},
timestamp = {Sat, 24 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijon/HeeswijkMOL11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/npl/LiitiainenCL11,
author = {Elia Liiti{\"{a}}inen and
Francesco Corona and
Amaury Lendasse},
title = {On the Curse of Dimensionality in Supervised Learning of Smooth Regression
Functions},
journal = {Neural Process. Lett.},
volume = {34},
number = {2},
pages = {133--154},
year = {2011},
url = {https://doi.org/10.1007/s11063-011-9188-7},
doi = {10.1007/S11063-011-9188-7},
timestamp = {Thu, 09 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/npl/LiitiainenCL11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cis/HegedusMIL11,
author = {Jozsef Hegedus and
Yoan Miche and
Alexander Ilin and
Amaury Lendasse},
editor = {Yuping Wang and
Yiu{-}ming Cheung and
Ping Guo and
Yingbin Wei},
title = {Methodology for Behavioral-based Malware Analysis and Detection Using
Random Projections and K-Nearest Neighbors Classifiers},
booktitle = {Seventh International Conference on Computational Intelligence and
Security, {CIS} 2011, Sanya, Hainan, China, December 3-4, 2011},
pages = {1016--1023},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://doi.org/10.1109/CIS.2011.227},
doi = {10.1109/CIS.2011.227},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cis/HegedusMIL11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eais/Montesino-PouzolsL11,
author = {Federico Montesino{-}Pouzols and
Amaury Lendasse},
title = {Adaptive kernel smoothing regression using vector quantization},
booktitle = {2011 {IEEE} Workshop on Evolving and Adaptive Intelligent Systems,
{EAIS} 2011, Paris, France, April 14-15, 2011},
pages = {85--92},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/EAIS.2011.5945916},
doi = {10.1109/EAIS.2011.5945916},
timestamp = {Wed, 16 Oct 2019 14:14:53 +0200},
biburl = {https://dblp.org/rec/conf/eais/Montesino-PouzolsL11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/Montesino-PouzolsL11,
author = {Federico Montesino{-}Pouzols and
Amaury Lendasse},
title = {Adaptive Kernel Smoothing Regression for Spatio-Temporal Environmental
Datasets},
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/es2011-36.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/Montesino-PouzolsL11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/YaoLC11,
author = {Li Yao and
Amaury Lendasse and
Francesco Corona},
title = {Locating Anomalies Using Bayesian Factorizations and Masks},
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/es2011-49.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/YaoLC11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aans/YuMSGLS10,
author = {Qi Yu and
Yoan Mich{\'{e}} and
Antti Sorjamaa and
Alberto Guill{\'{e}}n and
Amaury Lendasse and
Eric S{\'{e}}verin},
title = {{OP-KNN:} Method and Applications},
journal = {Adv. Artif. Neural Syst.},
volume = {2010},
pages = {597373:1--597373:6},
year = {2010},
url = {https://doi.org/10.1155/2010/597373},
doi = {10.1155/2010/597373},
timestamp = {Mon, 11 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/aans/YuMSGLS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/evs/Montesino-PouzolsL10,
author = {Federico Montesino{-}Pouzols and
Amaury Lendasse},
title = {Evolving fuzzy optimally pruned extreme learning machine for regression
problems},
journal = {Evol. Syst.},
volume = {1},
number = {1},
pages = {43--58},
year = {2010},
url = {https://doi.org/10.1007/s12530-010-9005-y},
doi = {10.1007/S12530-010-9005-Y},
timestamp = {Wed, 12 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/evs/Montesino-PouzolsL10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fss/Montesino-PouzolsLB10,
author = {Federico Montesino{-}Pouzols and
Amaury Lendasse and
Angel Barriga Barros},
title = {Autoregressive time series prediction by means of fuzzy inference
systems using nonparametric residual variance estimation},
journal = {Fuzzy Sets Syst.},
volume = {161},
number = {4},
pages = {471--497},
year = {2010},
url = {https://doi.org/10.1016/j.fss.2009.10.018},
doi = {10.1016/J.FSS.2009.10.018},
timestamp = {Wed, 19 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fss/Montesino-PouzolsLB10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/MerlinSML10,
author = {Paul Merlin and
Antti Sorjamaa and
Bertrand Maillet and
Amaury Lendasse},
title = {{X-SOM} and {L-SOM:} {A} double classification approach for missing
value imputation},
journal = {Neurocomputing},
volume = {73},
number = {7-9},
pages = {1103--1108},
year = {2010},
url = {https://doi.org/10.1016/j.neucom.2009.11.019},
doi = {10.1016/J.NEUCOM.2009.11.019},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/MerlinSML10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/LendasseHS10,
author = {Amaury Lendasse and
Timo Honkela and
Olli Simula},
title = {European Symposium on Times Series Prediction},
journal = {Neurocomputing},
volume = {73},
number = {10-12},
pages = {1919--1922},
year = {2010},
url = {https://doi.org/10.1016/j.neucom.2010.02.011},
doi = {10.1016/J.NEUCOM.2010.02.011},
timestamp = {Tue, 06 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/LendasseHS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/GuillenHRPLR10,
author = {Alberto Guill{\'{e}}n and
Luis Javier Herrera and
Gin{\'{e}}s Rubio and
H{\'{e}}ctor Pomares and
Amaury Lendasse and
Ignacio Rojas},
title = {New method for instance or prototype selection using mutual information
in time series prediction},
journal = {Neurocomputing},
volume = {73},
number = {10-12},
pages = {2030--2038},
year = {2010},
url = {https://doi.org/10.1016/j.neucom.2009.11.031},
doi = {10.1016/J.NEUCOM.2009.11.031},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/GuillenHRPLR10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ma/LiitiainenCL10,
author = {Elia Liiti{\"{a}}inen and
Francesco Corona and
Amaury Lendasse},
title = {Residual variance estimation using a nearest neighbor statistic},
journal = {J. Multivar. Anal.},
volume = {101},
number = {4},
pages = {811--823},
year = {2010},
url = {https://doi.org/10.1016/j.jmva.2009.12.020},
doi = {10.1016/J.JMVA.2009.12.020},
timestamp = {Wed, 17 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ma/LiitiainenCL10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/rsa/LiitiainenLC10,
author = {Elia Liiti{\"{a}}inen and
Amaury Lendasse and
Francesco Corona},
title = {A boundary corrected expansion of the moments of nearest neighbor
distributions},
journal = {Random Struct. Algorithms},
volume = {37},
number = {2},
pages = {223--247},
year = {2010},
url = {https://doi.org/10.1002/rsa.20311},
doi = {10.1002/RSA.20311},
timestamp = {Thu, 08 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/rsa/LiitiainenLC10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/MicheSBSJL10,
author = {Yoan Miche and
Antti Sorjamaa and
Patrick Bas and
Olli Simula and
Christian Jutten and
Amaury Lendasse},
title = {{OP-ELM:} optimally pruned extreme learning machine},
journal = {{IEEE} Trans. Neural Networks},
volume = {21},
number = {1},
pages = {158--162},
year = {2010},
url = {https://doi.org/10.1109/TNN.2009.2036259},
doi = {10.1109/TNN.2009.2036259},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/MicheSBSJL10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dmin/KainulainenYMESL10,
author = {Laura Kainulainen and
Qi Yu and
Yoan Miche and
Emil Eirola and
Eric S{\'{e}}verin and
Amaury Lendasse},
editor = {Robert Stahlbock and
Sven F. Crone and
Mahmoud Abou{-}Nasr and
Hamid R. Arabnia and
Nikolaos Kourentzes and
Philippe Lenca and
Wolfram{-}Manfred Lippe and
Gary M. Weiss},
title = {Ensembles of Locally Linear Models: Application to Bankruptcy Prediction},
booktitle = {Proceedings of The 2010 International Conference on Data Mining, {DMIN}
2010, July 12-15, 2010, Las Vegas, Nevada, {USA}},
pages = {280--286},
publisher = {{CSREA} Press},
year = {2010},
timestamp = {Thu, 11 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dmin/KainulainenYMESL10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/HeeswijkMOL10,
author = {Mark van Heeswijk and
Yoan Miche and
Erkki Oja and
Amaury Lendasse},
title = {Solving Large Regression Problems using an Ensemble of GPU-accelerated
ELMs},
booktitle = {18th European Symposium on Artificial Neural Networks, {ESANN} 2010,
Bruges, Belgium, April 28-30, 2010, Proceedings},
year = {2010},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2010-133.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/HeeswijkMOL10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/MicheEBSJLV10,
author = {Yoan Miche and
Emil Eirola and
Patrick Bas and
Olli Simula and
Christian Jutten and
Amaury Lendasse and
Michel Verleysen},
title = {Ensemble Modeling with a Constrained Linear System of Leave-One-Out
Outputs},
booktitle = {18th European Symposium on Artificial Neural Networks, {ESANN} 2010,
Bruges, Belgium, April 28-30, 2010, Proceedings},
year = {2010},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2010-93.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/MicheEBSJLV10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/MicheSL10,
author = {Yoan Miche and
Benjamin Schrauwen and
Amaury Lendasse},
title = {Machine Learning Techniques based on Random Projections},
booktitle = {18th European Symposium on Artificial Neural Networks, {ESANN} 2010,
Bruges, Belgium, April 28-30, 2010, Proceedings},
year = {2010},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2010-3.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/MicheSL10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fuzzIEEE/Montesino-PouzolsL10,
author = {Federico Montesino{-}Pouzols and
Amaury Lendasse},
title = {Evolving fuzzy Optimally Pruned Extreme Learning Machine: {A} comparative
analysis},
booktitle = {{FUZZ-IEEE} 2010, {IEEE} International Conference on Fuzzy Systems,
Barcelona, Spain, 18-23 July, 2010, Proceedings},
pages = {1--8},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/FUZZY.2010.5584327},
doi = {10.1109/FUZZY.2010.5584327},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/fuzzIEEE/Montesino-PouzolsL10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ic3k/ParviainenRML10,
author = {Elina Parviainen and
Jaakko Riihim{\"{a}}ki and
Yoan Miche and
Amaury Lendasse},
editor = {Ana L. N. Fred and
Joaquim Filipe},
title = {Interpreting Extreme Learning Machine as an Approximation to an Infinite
Neural Network},
booktitle = {{KDIR} 2010 - Proceedings of the International Conference on Knowledge
Discovery and Information Retrieval, Valencia, Spain, October 25-28,
2010},
pages = {65--73},
publisher = {SciTePress},
year = {2010},
timestamp = {Thu, 27 Oct 2011 12:18:42 +0200},
biburl = {https://dblp.org/rec/conf/ic3k/ParviainenRML10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/Montesino-PouzolsL10,
author = {Federico Montesino{-}Pouzols and
Amaury Lendasse},
title = {Effect of different detrending approaches on computational intelligence
models of time series},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2010, Barcelona,
Spain, 18-23 July, 2010},
pages = {1--8},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/IJCNN.2010.5596314},
doi = {10.1109/IJCNN.2010.5596314},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/Montesino-PouzolsL10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ejisec/MicheBLJS09,
author = {Yoan Miche and
Patrick Bas and
Amaury Lendasse and
Christian Jutten and
Olli Simula},
title = {Reliable Steganalysis Using a Minimum Set of Samples and Features},
journal = {{EURASIP} J. Inf. Secur.},
volume = {2009},
year = {2009},
url = {https://doi.org/10.1155/2009/901381},
doi = {10.1155/2009/901381},
timestamp = {Thu, 18 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ejisec/MicheBLJS09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/LiitiainenVCL09,
author = {Elia Liiti{\"{a}}inen and
Michel Verleysen and
Francesco Corona and
Amaury Lendasse},
title = {Residual variance estimation in machine learning},
journal = {Neurocomputing},
volume = {72},
number = {16-18},
pages = {3692--3703},
year = {2009},
url = {https://doi.org/10.1016/j.neucom.2009.07.004},
doi = {10.1016/J.NEUCOM.2009.07.004},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijon/LiitiainenVCL09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/CoronaLLSMB09,
author = {Francesco Corona and
Elia Liiti{\"{a}}inen and
Amaury Lendasse and
Lorenzo Sassu and
Stefano Melis and
Roberto Baratti},
title = {A SOM-based approach to estimating product properties from spectroscopic
measurements},
journal = {Neurocomputing},
volume = {73},
number = {1-3},
pages = {71--79},
year = {2009},
url = {https://doi.org/10.1016/j.neucom.2008.10.026},
doi = {10.1016/J.NEUCOM.2008.10.026},
timestamp = {Tue, 06 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/CoronaLLSMB09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/GuillenHRPLR09,
author = {Alberto Guill{\'{e}}n and
Luis Javier Herrera and
Gin{\'{e}}s Rubio and
H{\'{e}}ctor Pomares and
Amaury Lendasse and
Ignacio Rojas},
title = {Applying Mutual Information for Prototype or Instance Selection in
Regression Problems},
booktitle = {17th European Symposium on Artificial Neural Networks, {ESANN} 2009,
Bruges, Belgium, April 22-24, 2009, Proceedings},
year = {2009},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2009-126.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/GuillenHRPLR09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/MerlinSML09,
author = {Paul Merlin and
Antti Sorjamaa and
Bertrand Maillet and
Amaury Lendasse},
title = {{X-SOM} and {L-SOM:} a nested approach for missing value imputation},
booktitle = {17th European Symposium on Artificial Neural Networks, {ESANN} 2009,
Bruges, Belgium, April 22-24, 2009, Proceedings},
year = {2009},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2009-117.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/MerlinSML09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/MicheL09,
author = {Yoan Miche and
Amaury Lendasse},
title = {A faster model selection criterion for {OP-ELM} and {OP-KNN:} Hannan-Quinn
criterion},
booktitle = {17th European Symposium on Artificial Neural Networks, {ESANN} 2009,
Bruges, Belgium, April 22-24, 2009, Proceedings},
year = {2009},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2009-105.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/MicheL09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/GuillenSRLR09,
author = {Alberto Guill{\'{e}}n and
Antti Sorjamaa and
Gin{\'{e}}s Rubio and
Amaury Lendasse and
Ignacio Rojas},
editor = {Cesare Alippi and
Marios M. Polycarpou and
Christos G. Panayiotou and
Georgios Ellinas},
title = {Mutual Information Based Initialization of Forward-Backward Search
for Feature Selection in Regression Problems},
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 = {1--9},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-04274-4\_1},
doi = {10.1007/978-3-642-04274-4\_1},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/GuillenSRLR09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/HeeswijkMLHHOL09,
author = {Mark van Heeswijk and
Yoan Miche and
Tiina Lindh{-}Knuutila and
Peter A. J. Hilbers and
Timo Honkela and
Erkki Oja and
Amaury Lendasse},
editor = {Cesare Alippi and
Marios M. Polycarpou and
Christos G. Panayiotou and
Georgios Ellinas},
title = {Adaptive Ensemble Models of Extreme Learning Machines for Time Series
Prediction},
booktitle = {Artificial Neural Networks - {ICANN} 2009, 19th International Conference,
Limassol, Cyprus, September 14-17, 2009, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {5769},
pages = {305--314},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-04277-5\_31},
doi = {10.1007/978-3-642-04277-5\_31},
timestamp = {Tue, 14 May 2019 10:00:49 +0200},
biburl = {https://dblp.org/rec/conf/icann/HeeswijkMLHHOL09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/TaiebBSL09,
author = {Souhaib Ben Taieb and
Gianluca Bontempi and
Antti Sorjamaa and
Amaury Lendasse},
title = {Long-term prediction of time series by combining direct and {MIMO}
strategies},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2009, Atlanta,
Georgia, USA, 14-19 June 2009},
pages = {3054--3061},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/IJCNN.2009.5178802},
doi = {10.1109/IJCNN.2009.5178802},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/TaiebBSL09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/MateoSGL09,
author = {Fernando Mateo and
Dusan Sovilj and
Rafael Gadea Giron{\'{e}}s and
Amaury Lendasse},
editor = {Joan Cabestany and
Francisco Sandoval Hern{\'{a}}ndez and
Alberto Prieto and
Juan M. Corchado},
title = {{RCGA-S/RCGA-SP} Methods to Minimize the Delta Test for Regression
Tasks},
booktitle = {Bio-Inspired Systems: Computational and Ambient Intelligence, 10th
International Work-Conference on Artificial Neural Networks, {IWANN}
2009, Salamanca, Spain, June 10-12, 2009. Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {5517},
pages = {359--366},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-02478-8\_45},
doi = {10.1007/978-3-642-02478-8\_45},
timestamp = {Fri, 06 Dec 2019 09:55:14 +0100},
biburl = {https://dblp.org/rec/conf/iwann/MateoSGL09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/GuillenSMLR09,
author = {Alberto Guill{\'{e}}n and
Antti Sorjamaa and
Yoan Miche and
Amaury Lendasse and
Ignacio Rojas},
editor = {Joan Cabestany and
Francisco Sandoval Hern{\'{a}}ndez and
Alberto Prieto and
Juan M. Corchado},
title = {Efficient Parallel Feature Selection for Steganography Problems},
booktitle = {Bio-Inspired Systems: Computational and Ambient Intelligence, 10th
International Work-Conference on Artificial Neural Networks, {IWANN}
2009, Salamanca, Spain, June 10-12, 2009. Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {5517},
pages = {1224--1231},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-02478-8\_153},
doi = {10.1007/978-3-642-02478-8\_153},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iwann/GuillenSMLR09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsom/SorjamaaCMMMSL09,
author = {Antti Sorjamaa and
Francesco Corona and
Yoan Miche and
Paul Merlin and
Bertrand Maillet and
Eric S{\'{e}}verin and
Amaury Lendasse},
editor = {Jos{\'{e}} Carlos Pr{\'{\i}}ncipe and
Risto Miikkulainen},
title = {Sparse Linear Combination of SOMs for Data Imputation: Application
to Financial Database},
booktitle = {Advances in Self-Organizing Maps, 7th International Workshop, {WSOM}
2009, St. Augustine, FL, USA, June 8-10, 2009. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5629},
pages = {290--297},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-02397-2\_33},
doi = {10.1007/978-3-642-02397-2\_33},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wsom/SorjamaaCMMMSL09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/ai/KarnaL09,
author = {Tuomas K{\"{a}}rn{\"{a}} and
Amaury Lendasse},
editor = {Juan R. Rabu{\~{n}}al and
Juli{\'{a}}n Dorado and
Alejandro Pazos},
title = {Functional Dimension Reduction for Chemometrics},
booktitle = {Encyclopedia of Artificial Intelligence {(3} Volumes)},
pages = {661--666},
publisher = {{IGI} Global},
year = {2009},
url = {http://www.igi-global.com/Bookstore/Chapter.aspx?TitleId=10317},
timestamp = {Mon, 22 May 2023 11:26:05 +0200},
biburl = {https://dblp.org/rec/reference/ai/KarnaL09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijhpsa/GuillenSLMR08,
author = {Alberto Guill{\'{e}}n and
Dusan Sovilj and
Amaury Lendasse and
Fernando Mateo and
Ignacio Rojas},
title = {Minimising the delta test for variable selection in regression problems},
journal = {Int. J. High Perform. Syst. Archit.},
volume = {1},
number = {4},
pages = {269--281},
year = {2008},
url = {https://doi.org/10.1504/IJHPSA.2008.024211},
doi = {10.1504/IJHPSA.2008.024211},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijhpsa/GuillenSLMR08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/npl/LiitiainenCL08,
author = {Elia Liiti{\"{a}}inen and
Francesco Corona and
Amaury Lendasse},
title = {On Nonparametric Residual Variance Estimation},
journal = {Neural Process. Lett.},
volume = {28},
number = {3},
pages = {155--167},
year = {2008},
url = {https://doi.org/10.1007/s11063-008-9087-8},
doi = {10.1007/S11063-008-9087-8},
timestamp = {Thu, 09 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/npl/LiitiainenCL08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/EirolaLLCV08,
author = {Emil Eirola and
Elia Liiti{\"{a}}inen and
Amaury Lendasse and
Francesco Corona and
Michel Verleysen},
title = {Using the Delta Test for Variable Selection},
booktitle = {16th European Symposium on Artificial Neural Networks, {ESANN} 2008,
Bruges, Belgium, April 23-25, 2008, Proceedings},
pages = {25--30},
year = {2008},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2008-39.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/EirolaLLCV08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/MicheBJSL08,
author = {Yoan Miche and
Patrick Bas and
Christian Jutten and
Olli Simula and
Amaury Lendasse},
title = {A Methodology for Building Regression Models using Extreme Learning
Machine: {OP-ELM}},
booktitle = {16th European Symposium on Artificial Neural Networks, {ESANN} 2008,
Bruges, Belgium, April 23-25, 2008, Proceedings},
pages = {247--252},
year = {2008},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2008-37.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/MicheBJSL08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/LendasseC08,
author = {Amaury Lendasse and
Francesco Corona},
title = {Linear Projection based on Noise Variance Estimation - Application
to Spectral Data},
booktitle = {16th European Symposium on Artificial Neural Networks, {ESANN} 2008,
Bruges, Belgium, April 23-25, 2008, Proceedings},
pages = {457--462},
year = {2008},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2008-35.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/LendasseC08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fuzzIEEE/Montesino-PouzolsLB08,
author = {Federico Montesino{-}Pouzols and
Amaury Lendasse and
Angel Barriga},
title = {Fuzzy inference based autoregressors for time series prediction using
nonparametric residual variance estimation},
booktitle = {{FUZZ-IEEE} 2008, {IEEE} International Conference on Fuzzy Systems,
Hong Kong, China, 1-6 June, 2008, Proceedings},
pages = {613--618},
publisher = {{IEEE}},
year = {2008},
url = {https://doi.org/10.1109/FUZZY.2008.4630432},
doi = {10.1109/FUZZY.2008.4630432},
timestamp = {Fri, 05 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/fuzzIEEE/Montesino-PouzolsLB08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/his/YuSMLSGM08,
author = {Qi Yu and
Antti Sorjamaa and
Yoan Miche and
Amaury Lendasse and
Eric S{\'{e}}verin and
Alberto Guill{\'{e}}n and
Fernando Mateo},
editor = {Fatos Xhafa and
Francisco Herrera and
Ajith Abraham and
Mario K{\"{o}}ppen and
Jos{\'{e}} Manuel Ben{\'{\i}}tez},
title = {Optimal Pruned K-Nearest Neighbors: {OP-KNN} - Application to Financial
Modeling},
booktitle = {8th International Conference on Hybrid Intelligent Systems {(HIS}
2008), September 10-12, 2008, Barcelona, Spain},
pages = {764--769},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/HIS.2008.134},
doi = {10.1109/HIS.2008.134},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/his/YuSMLSGM08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/MicheSL08,
author = {Yoan Miche and
Antti Sorjamaa and
Amaury Lendasse},
editor = {Vera Kurkov{\'{a}} and
Roman Neruda and
Jan Koutn{\'{\i}}k},
title = {{OP-ELM:} Theory, Experiments and a Toolbox},
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 = {145--154},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-87536-9\_16},
doi = {10.1007/978-3-540-87536-9\_16},
timestamp = {Tue, 14 May 2019 10:00:49 +0200},
biburl = {https://dblp.org/rec/conf/icann/MicheSL08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/SorjamaaMWL08,
author = {Antti Sorjamaa and
Yoan Miche and
Robert Weiss and
Amaury Lendasse},
title = {Long-term prediction of time series using NNE-based projection and
{OP-ELM}},
booktitle = {Proceedings of the International Joint Conference on Neural Networks,
{IJCNN} 2008, part of the {IEEE} World Congress on Computational Intelligence,
{WCCI} 2008, Hong Kong, China, June 1-6, 2008},
pages = {2674--2680},
publisher = {{IEEE}},
year = {2008},
url = {https://doi.org/10.1109/IJCNN.2008.4634173},
doi = {10.1109/IJCNN.2008.4634173},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/SorjamaaMWL08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/LendasseOSV07,
author = {Amaury Lendasse and
Erkki Oja and
Olli Simula and
Michel Verleysen},
title = {Time series prediction competition: The {CATS} benchmark},
journal = {Neurocomputing},
volume = {70},
number = {13-15},
pages = {2325--2329},
year = {2007},
url = {https://doi.org/10.1016/j.neucom.2007.02.013},
doi = {10.1016/J.NEUCOM.2007.02.013},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijon/LendasseOSV07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/SorjamaaHRJL07,
author = {Antti Sorjamaa and
Jin Hao and
Nima Reyhani and
Yongnan Ji and
Amaury Lendasse},
title = {Methodology for long-term prediction of time series},
journal = {Neurocomputing},
volume = {70},
number = {16-18},
pages = {2861--2869},
year = {2007},
url = {https://doi.org/10.1016/j.neucom.2006.06.015},
doi = {10.1016/J.NEUCOM.2006.06.015},
timestamp = {Tue, 06 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/SorjamaaHRJL07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/LiitiainenCL07,
author = {Elia Liiti{\"{a}}inen and
Francesco Corona and
Amaury Lendasse},
title = {Nearest Neighbor Distributions and Noise Variance Estimation},
booktitle = {15th European Symposium on Artificial Neural Networks, {ESANN} 2007,
Bruges, Belgium, April 25-27, 2007, Proceedings},
pages = {67--72},
year = {2007},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2007-62.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/LiitiainenCL07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/SorjamaaMML07,
author = {Antti Sorjamaa and
Paul Merlin and
Bertrand Maillet and
Amaury Lendasse},
title = {{SOM+EOF} for finding missing values},
booktitle = {15th European Symposium on Artificial Neural Networks, {ESANN} 2007,
Bruges, Belgium, April 25-27, 2007, Proceedings},
pages = {115--120},
year = {2007},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2007-83.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/SorjamaaMML07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/VandewalleSML07,
author = {Joos Vandewalle and
Johan A. K. Suykens and
Bart De Moor and
Amaury Lendasse},
title = {State-of-the-Art and Evolution in Public Data Sets and Competitions
for System Identification, Time Series Prediction and Pattern Recognition},
booktitle = {Proceedings of the {IEEE} International Conference on Acoustics, Speech,
and Signal Processing, {ICASSP} 2007, Honolulu, Hawaii, USA, April
15-20, 2007},
pages = {1269--1272},
publisher = {{IEEE}},
year = {2007},
url = {https://doi.org/10.1109/ICASSP.2007.367308},
doi = {10.1109/ICASSP.2007.367308},
timestamp = {Mon, 22 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/VandewalleSML07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/LendasseL07,
author = {Amaury Lendasse and
Elia Liiti{\"{a}}inen},
title = {Variable Scaling for Time Series Prediction: Application to the ESTSP'07
and the {NN3} Forecasting Competitions},
booktitle = {Proceedings of the International Joint Conference on Neural Networks,
{IJCNN} 2007, Celebrating 20 years of neural networks, Orlando, Florida,
USA, August 12-17, 2007},
pages = {2812--2816},
publisher = {{IEEE}},
year = {2007},
url = {https://doi.org/10.1109/IJCNN.2007.4371405},
doi = {10.1109/IJCNN.2007.4371405},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/LendasseL07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/SorjamaaL07,
author = {Antti Sorjamaa and
Amaury Lendasse},
title = {Time Series Prediction as a Problem of Missing Values: Application
to {ESTSP2007} and {NN3} Competition Benchmarks},
booktitle = {Proceedings of the International Joint Conference on Neural Networks,
{IJCNN} 2007, Celebrating 20 years of neural networks, Orlando, Florida,
USA, August 12-17, 2007},
pages = {2948--2953},
publisher = {{IEEE}},
year = {2007},
url = {https://doi.org/10.1109/IJCNN.2007.4371429},
doi = {10.1109/IJCNN.2007.4371429},
timestamp = {Sun, 04 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/SorjamaaL07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isspa/ReyhaniL07,
author = {Nima Reyhani and
Amaury Lendasse},
title = {An empirical dependence mesaures based on residual variance estimation},
booktitle = {9th International Symposium on Signal Processing and Its Applications,
{ISSPA} 2007, Sharjah, United Arab Emirates, February 12-15, 2007},
pages = {1--4},
publisher = {{IEEE}},
year = {2007},
url = {https://doi.org/10.1109/ISSPA.2007.4555501},
doi = {10.1109/ISSPA.2007.4555501},
timestamp = {Wed, 16 Oct 2019 14:14:56 +0200},
biburl = {https://dblp.org/rec/conf/isspa/ReyhaniL07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/LiitiainenLC07,
author = {Elia Liiti{\"{a}}inen and
Amaury Lendasse and
Francesco Corona},
editor = {Francisco Sandoval Hern{\'{a}}ndez and
Alberto Prieto and
Joan Cabestany and
Manuel Gra{\~{n}}a},
title = {Non-parametric Residual Variance Estimation in Supervised Learning},
booktitle = {Computational and Ambient Intelligence, 9th International Work-Conference
on Artificial Neural Networks, {IWANN} 2007, San Sebasti{\'{a}}n,
Spain, June 20-22, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4507},
pages = {63--71},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-73007-1\_9},
doi = {10.1007/978-3-540-73007-1\_9},
timestamp = {Tue, 14 May 2019 10:00:51 +0200},
biburl = {https://dblp.org/rec/conf/iwann/LiitiainenLC07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/KarnaL07,
author = {Tuomas K{\"{a}}rn{\"{a}} and
Amaury Lendasse},
editor = {Francisco Sandoval Hern{\'{a}}ndez and
Alberto Prieto and
Joan Cabestany and
Manuel Gra{\~{n}}a},
title = {Gaussian Fitting Based {FDA} for Chemometrics},
booktitle = {Computational and Ambient Intelligence, 9th International Work-Conference
on Artificial Neural Networks, {IWANN} 2007, San Sebasti{\'{a}}n,
Spain, June 20-22, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4507},
pages = {186--193},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-73007-1\_23},
doi = {10.1007/978-3-540-73007-1\_23},
timestamp = {Tue, 23 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iwann/KarnaL07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/MicheBLJS07,
author = {Yoan Miche and
Patrick Bas and
Amaury Lendasse and
Christian Jutten and
Olli Simula},
editor = {Francisco Sandoval Hern{\'{a}}ndez and
Alberto Prieto and
Joan Cabestany and
Manuel Gra{\~{n}}a},
title = {Advantages of Using Feature Selection Techniques on Steganalysis Schemes},
booktitle = {Computational and Ambient Intelligence, 9th International Work-Conference
on Artificial Neural Networks, {IWANN} 2007, San Sebasti{\'{a}}n,
Spain, June 20-22, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4507},
pages = {606--613},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-73007-1\_73},
doi = {10.1007/978-3-540-73007-1\_73},
timestamp = {Tue, 23 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iwann/MicheBLJS07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-0709-3427,
author = {Fabrice Rossi and
Amaury Lendasse and
Damien Fran{\c{c}}ois and
Vincent Wertz and
Michel Verleysen},
title = {Mutual information for the selection of relevant variables in spectrometric
nonlinear modelling},
journal = {CoRR},
volume = {abs/0709.3427},
year = {2007},
url = {http://arxiv.org/abs/0709.3427},
eprinttype = {arXiv},
eprint = {0709.3427},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-0709-3427.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-cs-0701052,
author = {Geoffroy Simon and
Amaury Lendasse and
Marie Cottrell and
Jean{-}Claude Fort and
Michel Verleysen},
title = {Time Series Forecasting: Obtaining Long Term Trends with Self-Organizing
Maps},
journal = {CoRR},
volume = {abs/cs/0701052},
year = {2007},
url = {http://arxiv.org/abs/cs/0701052},
eprinttype = {arXiv},
eprint = {cs/0701052},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-cs-0701052.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/LiitiainenRL06,
author = {Elia Liiti{\"{a}}inen and
Nima Reyhani and
Amaury Lendasse},
title = {EM-algorithm for training of state-space models with application to
time series prediction},
booktitle = {14th European Symposium on Artificial Neural Networks, {ESANN} 2006,
Bruges, Belgium, April 26-28, 2006, Proceedings},
pages = {137--142},
year = {2006},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2006-16.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/LiitiainenRL06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/SorjamaaL06,
author = {Antti Sorjamaa and
Amaury Lendasse},
title = {Time series prediction using DirRec strategy},
booktitle = {14th European Symposium on Artificial Neural Networks, {ESANN} 2006,
Bruges, Belgium, April 26-28, 2006, Proceedings},
pages = {143--148},
year = {2006},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2006-77.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/SorjamaaL06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/LendasseCHRV06,
author = {Amaury Lendasse and
Francesco Corona and
Jin Hao and
Nima Reyhani and
Michel Verleysen},
title = {Determination of the Mahalanobis matrix using nonparametric noise
estimations},
booktitle = {14th European Symposium on Artificial Neural Networks, {ESANN} 2006,
Bruges, Belgium, April 26-28, 2006, Proceedings},
pages = {227--232},
year = {2006},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2006-101.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/LendasseCHRV06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/KarnaRL06,
author = {Tuomas K{\"{a}}rn{\"{a}} and
Fabrice Rossi and
Amaury Lendasse},
title = {{LS-SVM} functional network for time series prediction},
booktitle = {14th European Symposium on Artificial Neural Networks, {ESANN} 2006,
Bruges, Belgium, April 26-28, 2006, Proceedings},
pages = {473--478},
year = {2006},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2006-75.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/KarnaRL06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/TikkaLH06,
author = {Jarkko Tikka and
Amaury Lendasse and
Jaakko Hollm{\'{e}}n},
editor = {Stefanos D. Kollias and
Andreas Stafylopatis and
Wlodzislaw Duch and
Erkki Oja},
title = {Analysis of Fast Input Selection: Application in Time Series Prediction},
booktitle = {Artificial Neural Networks - {ICANN} 2006, 16th International Conference,
Athens, Greece, September 10-14, 2006. Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {4132},
pages = {161--170},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11840930\_17},
doi = {10.1007/11840930\_17},
timestamp = {Tue, 14 May 2019 10:00:49 +0200},
biburl = {https://dblp.org/rec/conf/icann/TikkaLH06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/LiitiainenL06,
author = {Elia Liiti{\"{a}}inen and
Amaury Lendasse},
editor = {Stefanos D. Kollias and
Andreas Stafylopatis and
Wlodzislaw Duch and
Erkki Oja},
title = {Long-Term Prediction of Time Series Using State-Space Models},
booktitle = {Artificial Neural Networks - {ICANN} 2006, 16th International Conference,
Athens, Greece, September 10-14, 2006. Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {4132},
pages = {181--190},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11840930\_19},
doi = {10.1007/11840930\_19},
timestamp = {Fri, 26 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/LiitiainenL06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mrcs/MicheRLB06,
author = {Yoan Miche and
Benoit Roue and
Amaury Lendasse and
Patrick Bas},
editor = {Bilge G{\"{u}}nsel and
Anil K. Jain and
A. Murat Tekalp and
B{\"{u}}lent Sankur},
title = {A Feature Selection Methodology for Steganalysis},
booktitle = {Multimedia Content Representation, Classification and Security, International
Workshop, {MRCS} 2006, Istanbul, Turkey, September 11-13, 2006, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4105},
pages = {49--56},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11848035\_9},
doi = {10.1007/11848035\_9},
timestamp = {Tue, 14 May 2019 10:00:45 +0200},
biburl = {https://dblp.org/rec/conf/mrcs/MicheRLB06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fgcs/LendasseFWV05,
author = {Amaury Lendasse and
Damien Fran{\c{c}}ois and
Vincent Wertz and
Michel Verleysen},
title = {Vector quantization: a weighted version for time-series forecasting},
journal = {Future Gener. Comput. Syst.},
volume = {21},
number = {7},
pages = {1056--1067},
year = {2005},
url = {https://doi.org/10.1016/j.future.2004.03.006},
doi = {10.1016/J.FUTURE.2004.03.006},
timestamp = {Wed, 19 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fgcs/LendasseFWV05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/LendasseSWV05,
author = {Amaury Lendasse and
Geoffroy Simon and
Vincent Wertz and
Michel Verleysen},
title = {Fast bootstrap methodology for regression model selection},
journal = {Neurocomputing},
volume = {64},
pages = {161--181},
year = {2005},
url = {https://doi.org/10.1016/j.neucom.2004.11.017},
doi = {10.1016/J.NEUCOM.2004.11.017},
timestamp = {Tue, 06 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/LendasseSWV05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/prl/SimonLCFV05,
author = {Geoffroy Simon and
Amaury Lendasse and
Marie Cottrell and
Jean{-}Claude Fort and
Michel Verleysen},
title = {Time series forecasting: Obtaining long term trends with self-organizing
maps},
journal = {Pattern Recognit. Lett.},
volume = {26},
number = {12},
pages = {1795--1808},
year = {2005},
url = {https://doi.org/10.1016/j.patrec.2005.03.002},
doi = {10.1016/J.PATREC.2005.03.002},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/prl/SimonLCFV05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/ReyhaniHJL05,
author = {Nima Reyhani and
Jin Hao and
Yongnan Ji and
Amaury Lendasse},
title = {Mutual information and gamma test for input selection},
booktitle = {13th European Symposium on Artificial Neural Networks, {ESANN} 2005,
Bruges, Belgium, April 27-29, 2005, Proceedings},
pages = {503--508},
year = {2005},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2005-103.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/ReyhaniHJL05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/SorjamaaLV05,
author = {Antti Sorjamaa and
Amaury Lendasse and
Michel Verleysen},
title = {Pruned lazy learning models for time series prediction},
booktitle = {13th European Symposium on Artificial Neural Networks, {ESANN} 2005,
Bruges, Belgium, April 27-29, 2005, Proceedings},
pages = {509--514},
year = {2005},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2005-104.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/SorjamaaLV05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/SorjamaaHL05,
author = {Antti Sorjamaa and
Jin Hao and
Amaury Lendasse},
editor = {Wlodzislaw Duch and
Janusz Kacprzyk and
Erkki Oja and
Slawomir Zadrozny},
title = {Mutual Information and \emph{k}-Nearest Neighbors Approximator for
Time Series Prediction},
booktitle = {Artificial Neural Networks: Formal Models and Their Applications -
{ICANN} 2005, 15th International Conference, Warsaw, Poland, September
11-15, 2005, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {3697},
pages = {553--558},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11550907\_87},
doi = {10.1007/11550907\_87},
timestamp = {Tue, 14 May 2019 10:00:49 +0200},
biburl = {https://dblp.org/rec/conf/icann/SorjamaaHL05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/LendasseJRV05,
author = {Amaury Lendasse and
Yongnan Ji and
Nima Reyhani and
Michel Verleysen},
editor = {Wlodzislaw Duch and
Janusz Kacprzyk and
Erkki Oja and
Slawomir Zadrozny},
title = {{LS-SVM} Hyperparameter Selection with a Nonparametric Noise Estimator},
booktitle = {Artificial Neural Networks: Formal Models and Their Applications -
{ICANN} 2005, 15th International Conference, Warsaw, Poland, September
11-15, 2005, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {3697},
pages = {625--630},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11550907\_99},
doi = {10.1007/11550907\_99},
timestamp = {Fri, 26 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/LendasseJRV05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/SorjamaaRL05,
author = {Antti Sorjamaa and
Nima Reyhani and
Amaury Lendasse},
editor = {Joan Cabestany and
Alberto Prieto and
Francisco Sandoval Hern{\'{a}}ndez},
title = {Input and Structure Selection for k-NN Approximator},
booktitle = {Computational Intelligence and Bioinspired Systems, 8th International
Work-Conference on Artificial Neural Networks, {IWANN} 2005, Vilanova
i la Geltr{\'{u}}, Barcelona, Spain, June 8-10, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3512},
pages = {985--992},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11494669\_121},
doi = {10.1007/11494669\_121},
timestamp = {Tue, 14 May 2019 10:00:51 +0200},
biburl = {https://dblp.org/rec/conf/iwann/SorjamaaRL05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/TikkaHL05,
author = {Jarkko Tikka and
Jaakko Hollm{\'{e}}n and
Amaury Lendasse},
editor = {Joan Cabestany and
Alberto Prieto and
Francisco Sandoval Hern{\'{a}}ndez},
title = {Input Selection for Long-Term Prediction of Time Series},
booktitle = {Computational Intelligence and Bioinspired Systems, 8th International
Work-Conference on Artificial Neural Networks, {IWANN} 2005, Vilanova
i la Geltr{\'{u}}, Barcelona, Spain, June 8-10, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3512},
pages = {1002--1009},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11494669\_123},
doi = {10.1007/11494669\_123},
timestamp = {Tue, 23 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iwann/TikkaHL05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/JiHRL05,
author = {Yongnan Ji and
Jin Hao and
Nima Reyhani and
Amaury Lendasse},
editor = {Joan Cabestany and
Alberto Prieto and
Francisco Sandoval Hern{\'{a}}ndez},
title = {Direct and Recursive Prediction of Time Series Using Mutual Information
Selection},
booktitle = {Computational Intelligence and Bioinspired Systems, 8th International
Work-Conference on Artificial Neural Networks, {IWANN} 2005, Vilanova
i la Geltr{\'{u}}, Barcelona, Spain, June 8-10, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3512},
pages = {1010--1017},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11494669\_124},
doi = {10.1007/11494669\_124},
timestamp = {Tue, 23 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iwann/JiHRL05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/LeeLV04,
author = {John Aldo Lee and
Amaury Lendasse and
Michel Verleysen},
title = {Nonlinear projection with curvilinear distances: Isomap versus curvilinear
distance analysis},
journal = {Neurocomputing},
volume = {57},
pages = {49--76},
year = {2004},
url = {https://doi.org/10.1016/j.neucom.2004.01.007},
doi = {10.1016/J.NEUCOM.2004.01.007},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/LeeLV04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/SimonLCFV04,
author = {Geoffroy Simon and
Amaury Lendasse and
Marie Cottrell and
Jean{-}Claude Fort and
Michel Verleysen},
title = {Double quantization of the regressor space for long-term time series
prediction: method and proof of stability},
journal = {Neural Networks},
volume = {17},
number = {8-9},
pages = {1169--1181},
year = {2004},
url = {https://doi.org/10.1016/j.neunet.2004.08.008},
doi = {10.1016/J.NEUNET.2004.08.008},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/nn/SimonLCFV04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/LendasseSWV04,
author = {Amaury Lendasse and
Geoffroy Simon and
Vincent Wertz and
Michel Verleysen},
title = {Fast bootstrap for least-square support vector machines},
booktitle = {12th European Symposium on Artificial Neural Networks, {ESANN} 2004,
Bruges, Belgium, April 28-30, 2004, Proceedings},
pages = {525--530},
year = {2004},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2004-162.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/LendasseSWV04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/SimonLWV03,
author = {Geoffroy Simon and
Amaury Lendasse and
Vincent Wertz and
Michel Verleysen},
title = {Fast approximation of the bootstrap for model selection},
booktitle = {11th European Symposium on Artificial Neural Networks, {ESANN} 2003,
Bruges, Belgium, April 23-25, 2003, Proceedings},
pages = {475--480},
year = {2003},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2003-113.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/SimonLWV03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/LendasseWV03,
author = {Amaury Lendasse and
Vincent Wertz and
Michel Verleysen},
editor = {Okyay Kaynak and
Ethem Alpaydin and
Erkki Oja and
Lei Xu},
title = {Model Selection with Cross-Validations and Bootstraps - Application
to Time Series Prediction with {RBFN} Models},
booktitle = {Artificial Neural Networks and Neural Information Processing - {ICANN/ICONIP}
2003, Joint International Conference {ICANN/ICONIP} 2003, Istanbul,
Turkey, June 26-29, 2003, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2714},
pages = {573--580},
publisher = {Springer},
year = {2003},
url = {https://doi.org/10.1007/3-540-44989-2\_68},
doi = {10.1007/3-540-44989-2\_68},
timestamp = {Wed, 18 Dec 2019 17:28:51 +0100},
biburl = {https://dblp.org/rec/conf/icann/LendasseWV03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccS/LendasseFWV03,
author = {Amaury Lendasse and
Damien Fran{\c{c}}ois and
Vincent Wertz and
Michel Verleysen},
editor = {Peter M. A. Sloot and
David Abramson and
Alexander V. Bogdanov and
Jack J. Dongarra and
Albert Y. Zomaya and
Yuri E. Gorbachev},
title = {Nonlinear Time Series Prediction by Weighted Vector Quantization},
booktitle = {Computational Science - {ICCS} 2003, International Conference, Melbourne,
Australia and St. Petersburg, Russia, June 2-4, 2003. Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {2657},
pages = {417--426},
publisher = {Springer},
year = {2003},
url = {https://doi.org/10.1007/3-540-44860-8\_43},
doi = {10.1007/3-540-44860-8\_43},
timestamp = {Tue, 20 Jun 2023 16:27:45 +0200},
biburl = {https://dblp.org/rec/conf/iccS/LendasseFWV03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/SimonLV03,
author = {Geoffroy Simon and
Amaury Lendasse and
Michel Verleysen},
editor = {Jos{\'{e}} Mira and
Jos{\'{e}} R. {\'{A}}lvarez},
title = {Bootstrap for Model Selection: Linear Approximation of the Optimism},
booktitle = {Artificial Neural Nets Problem Solving Methods, 7th International
Work-Conference on Artificial and Natural Neural Networks, IWANN2003,
Ma{\'{o}}, Menorca, Spain, June 3-6, 2003 Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {2686},
pages = {182--189},
publisher = {Springer},
year = {2003},
url = {https://doi.org/10.1007/3-540-44868-3\_24},
doi = {10.1007/3-540-44868-3\_24},
timestamp = {Wed, 13 Jan 2021 08:40:59 +0100},
biburl = {https://dblp.org/rec/conf/iwann/SimonLV03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/LendasseLWV02,
author = {Amaury Lendasse and
John Aldo Lee and
Vincent Wertz and
Michel Verleysen},
title = {Forecasting electricity consumption using nonlinear projection and
self-organizing maps},
journal = {Neurocomputing},
volume = {48},
number = {1-4},
pages = {299--311},
year = {2002},
url = {https://doi.org/10.1016/S0925-2312(01)00646-4},
doi = {10.1016/S0925-2312(01)00646-4},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/LendasseLWV02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amcc/LendasseCWV02,
author = {Amaury Lendasse and
Marie Cottrell and
Vincent Wertz and
Michel Verleysen},
title = {Prediction of electric load using Kohonen maps - Application to the
Polish electricity consumption},
booktitle = {American Control Conference, {ACC} 2002, Anchorage, Alaska, USA, May
8-10 2002},
pages = {3684--3689},
publisher = {{IEEE}},
year = {2002},
url = {https://doi.org/10.1109/ACC.2002.1024500},
doi = {10.1109/ACC.2002.1024500},
timestamp = {Wed, 27 Jul 2022 14:28:37 +0200},
biburl = {https://dblp.org/rec/conf/amcc/LendasseCWV02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/LeeLV02,
author = {John Aldo Lee and
Amaury Lendasse and
Michel Verleysen},
editor = {Michel Verleysen},
title = {Curvilinear Distance Analysis versus Isomap},
booktitle = {10th Eurorean Symposium on Artificial Neural Networks, {ESANN} 2002,
Bruges, Belgium, April 24-26, 2002, Proceedings},
pages = {185--192},
year = {2002},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2002-254.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/LeeLV02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/BenoudjitALLV02,
author = {Nabil Benoudjit and
C{\'{e}}dric Archambeau and
Amaury Lendasse and
John Aldo Lee and
Michel Verleysen},
editor = {Michel Verleysen},
title = {Width optimization of the Gaussian kernels in Radial Basis Function
Networks},
booktitle = {10th Eurorean Symposium on Artificial Neural Networks, {ESANN} 2002,
Bruges, Belgium, April 24-26, 2002, Proceedings},
pages = {425--432},
year = {2002},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2002-56.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/BenoudjitALLV02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/LendasseLBWV01,
author = {Amaury Lendasse and
John Aldo Lee and
Eric de Bodt and
Vincent Wertz and
Michel Verleysen},
title = {Input data reduction for the prediction of financial time series},
booktitle = {9th European Symposium on Artificial Neural Networks, {ESANN} 2001,
Bruges, Belgium, April 25-27, 2001, Proceedings},
pages = {237--244},
year = {2001},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2001-203.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/LendasseLBWV01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/LeeLDV00,
author = {John Aldo Lee and
Amaury Lendasse and
Nicolas Donckers and
Michel Verleysen},
title = {A robust non-linear projection method},
booktitle = {8th European Symposium on Artificial Neural Networks, {ESANN} 2000,
Bruges, Belgium, April 26-28, 2000, Proceedings},
pages = {13--20},
year = {2000},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2000-35.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/LeeLDV00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/LendasseLWV00,
author = {Amaury Lendasse and
John Aldo Lee and
Vincent Wertz and
Michel Verleysen},
title = {Time series forecasting using {CCA} and Kohonen maps - application
to electricity consumption},
booktitle = {8th European Symposium on Artificial Neural Networks, {ESANN} 2000,
Bruges, Belgium, April 26-28, 2000, Proceedings},
pages = {329--334},
year = {2000},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2000-257.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/LendasseLWV00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/DonckersLWV99,
author = {Nicolas Donckers and
Amaury Lendasse and
Vincent Wertz and
Michel Verleysen},
title = {Extraction of intrinsic dimension using {CCA} - Application to blind
sources separation},
booktitle = {7th European Symposium on Artificial Neural Networks, {ESANN} 1999,
Bruges, Belgium, April 21-23, 1999, Proceedings},
pages = {339--344},
year = {1999},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es1999-206.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/DonckersLWV99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/VerleysenBL99,
author = {Michel Verleysen and
Eric de Bodt and
Amaury Lendasse},
editor = {Jos{\'{e}} Mira and
Juan Vincente S{\'{a}}nchez{-}Andr{\'{e}}s},
title = {Forecasting Financial Time Series through Intrinsic Dimension Estimation
and Non-Linear Data Projection},
booktitle = {Engineering Applications of Bio-Inspired Artificial Neural Networks,
International Work-Conference on Artificial and Natural Neural Networks,
{IWANN} '99, Alicante, Spain, June 2-4, 1999, Proceedings, Volume
{II}},
series = {Lecture Notes in Computer Science},
volume = {1607},
pages = {596--605},
publisher = {Springer},
year = {1999},
url = {https://doi.org/10.1007/BFb0100527},
doi = {10.1007/BFB0100527},
timestamp = {Tue, 14 May 2019 10:00:51 +0200},
biburl = {https://dblp.org/rec/conf/iwann/VerleysenBL99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/LendasseVBCG98,
author = {Amaury Lendasse and
Michel Verleysen and
Eric de Bodt and
Marie Cottrell and
Philippe Gr{\'{e}}goire},
title = {Forecasting time-series by Kohonen classification},
booktitle = {6th European Symposium on Artificial Neural Networks, {ESANN} 1998,
Bruges, Belgium, April 22-24, 1998, Proceedings},
pages = {221--226},
year = {1998},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es1998-210.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/LendasseVBCG98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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