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ORCIDBibTeX records: Pavlos Protopapas
@inproceedings{DBLP:conf/hicss/CarterMPG24,
author = {John Carter and
Spiros Mancoridis and
Pavlos Protopapas and
Erick Galinkin},
editor = {Tung X. Bui},
title = {IoT Malware Data Augmentation using a Generative Adversarial Network},
booktitle = {57th Hawaii International Conference on System Sciences, {HICSS} 2024,
Hilton Hawaiian Village Waikiki Beach Resort, Hawaii, USA, January
3-6, 2024},
pages = {7572--7581},
publisher = {ScholarSpace},
year = {2024},
url = {https://hdl.handle.net/10125/107296},
timestamp = {Thu, 04 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/hicss/CarterMPG24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hicss/CarterMPG24a,
author = {John Carter and
Spiros Mancoridis and
Pavlos Protopapas and
Erick Galinkin},
editor = {Tung X. Bui},
title = {Behavioral Malware Detection using a Language Model Classifier Trained
on sys2vec Embeddings},
booktitle = {57th Hawaii International Conference on System Sciences, {HICSS} 2024,
Hilton Hawaiian Village Waikiki Beach Resort, Hawaii, USA, January
3-6, 2024},
pages = {7582--7591},
publisher = {ScholarSpace},
year = {2024},
url = {https://hdl.handle.net/10125/107297},
timestamp = {Thu, 04 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/hicss/CarterMPG24a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-14763,
author = {Yago Bea and
Ra{\'{u}}l Jim{\'{e}}nez and
David Mateos and
Shuheng Liu and
Pavlos Protopapas and
Pedro Taranc{\'{o}}n{-}{\'{A}}lvarez and
Pablo Tejerina{-}P{\'{e}}rez},
title = {Gravitational Duals from Equations of State},
journal = {CoRR},
volume = {abs/2403.14763},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.14763},
doi = {10.48550/ARXIV.2403.14763},
eprinttype = {arXiv},
eprint = {2403.14763},
timestamp = {Thu, 11 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-14763.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijait/MattheakisJP23,
author = {Marios Mattheakis and
Hayden Joy and
Pavlos Protopapas},
title = {Reservoir Computing for Solving Ordinary Differential Equations},
journal = {Int. J. Artif. Intell. Tools},
volume = {32},
number = {1},
pages = {2350030:1--2350030:17},
year = {2023},
url = {https://doi.org/10.1142/S0218213023500306},
doi = {10.1142/S0218213023500306},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijait/MattheakisJP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/LiuHP23,
author = {Shuheng Liu and
Xiyue Huang and
Pavlos Protopapas},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Residual-based error bound for physics-informed neural networks},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {1284--1293},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/liu23b.html},
timestamp = {Mon, 28 Aug 2023 17:23:08 +0200},
biburl = {https://dblp.org/rec/conf/uai/LiuHP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-03786,
author = {Shuheng Liu and
Xiyue Huang and
Pavlos Protopapas},
title = {Residual-based error bound for physics-informed neural networks},
journal = {CoRR},
volume = {abs/2306.03786},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.03786},
doi = {10.48550/ARXIV.2306.03786},
eprinttype = {arXiv},
eprint = {2306.03786},
timestamp = {Tue, 13 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-03786.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-14931,
author = {Wanzhou Lei and
Pavlos Protopapas and
Joy Parikh},
title = {One-Shot Transfer Learning for Nonlinear ODEs},
journal = {CoRR},
volume = {abs/2311.14931},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.14931},
doi = {10.48550/ARXIV.2311.14931},
eprinttype = {arXiv},
eprint = {2311.14931},
timestamp = {Thu, 30 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-14931.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-01005,
author = {Arya Mohan and
Pavlos Protopapas and
Keerthi Kunnumkai and
Cecilia Garraffo and
Lindy Blackburn and
Koushik Chatterjee and
Sheperd S. Doeleman and
Razieh Emami and
Christian M. Fromm and
Yosuke Mizuno and
Angelo Ricarte},
title = {Generating Images of the M87* Black Hole Using GANs},
journal = {CoRR},
volume = {abs/2312.01005},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.01005},
doi = {10.48550/ARXIV.2312.01005},
eprinttype = {arXiv},
eprint = {2312.01005},
timestamp = {Tue, 02 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-01005.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/SantosSPF22,
author = {Gerson R. Santos and
Antonio de P{\'{a}}dua Santos and
Pavlos Protopapas and
Tiago A. E. Ferreira},
title = {Gravitational wave signal recognition and ring-down time estimation
via Artificial Neural Networks},
journal = {Expert Syst. Appl.},
volume = {207},
pages = {117931},
year = {2022},
url = {https://doi.org/10.1016/j.eswa.2022.117931},
doi = {10.1016/J.ESWA.2022.117931},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eswa/SantosSPF22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/BhattacharyaMP22,
author = {Anwesh Bhattacharya and
Marios Mattheakis and
Pavlos Protopapas},
title = {Encoding Involutory Invariances in Neural Networks},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2022, Padua,
Italy, July 18-23, 2022},
pages = {1--8},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/IJCNN55064.2022.9892232},
doi = {10.1109/IJCNN55064.2022.9892232},
timestamp = {Mon, 10 Oct 2022 17:40:09 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/BhattacharyaMP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/JinMP22,
author = {Henry Jin and
Marios Mattheakis and
Pavlos Protopapas},
title = {Physics-Informed Neural Networks for Quantum Eigenvalue Problems},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2022, Padua,
Italy, July 18-23, 2022},
pages = {1--8},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/IJCNN55064.2022.9891944},
doi = {10.1109/IJCNN55064.2022.9891944},
timestamp = {Mon, 10 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/JinMP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-00451,
author = {Henry Jin and
Marios Mattheakis and
Pavlos Protopapas},
title = {Physics-Informed Neural Networks for Quantum Eigenvalue Problems},
journal = {CoRR},
volume = {abs/2203.00451},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.00451},
doi = {10.48550/ARXIV.2203.00451},
eprinttype = {arXiv},
eprint = {2203.00451},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-00451.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-01558,
author = {Manuel P{\'{e}}rez{-}Carrasco and
Pavlos Protopapas and
Guillermo Cabrera{-}Vives},
title = {Con\({}^{\mbox{2}}\)DA: Simplifying Semi-supervised Domain Adaptation
by Learning Consistent and Contrastive Feature Representations},
journal = {CoRR},
volume = {abs/2204.01558},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.01558},
doi = {10.48550/ARXIV.2204.01558},
eprinttype = {arXiv},
eprint = {2204.01558},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-01558.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-01677,
author = {C. Donoso{-}Oliva and
I. Becker and
Pavlos Protopapas and
Guillermo Cabrera{-}Vives and
Vishnu M. and
Harsh Vardhan},
title = {{ASTROMER:} {A} transformer-based embedding for the representation
of light curves},
journal = {CoRR},
volume = {abs/2205.01677},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.01677},
doi = {10.48550/ARXIV.2205.01677},
eprinttype = {arXiv},
eprint = {2205.01677},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-01677.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-06758,
author = {Germ{\'{a}}n Garc{\'{\i}}a{-}Jara and
Pavlos Protopapas and
Pablo A. Est{\'{e}}vez},
title = {Improving Astronomical Time-series Classification via Data Augmentation
with Generative Adversarial Networks},
journal = {CoRR},
volume = {abs/2205.06758},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.06758},
doi = {10.48550/ARXIV.2205.06758},
eprinttype = {arXiv},
eprint = {2205.06758},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-06758.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-01114,
author = {Shuheng Liu and
Xiyue Huang and
Pavlos Protopapas},
title = {Evaluating Error Bound for Physics-Informed Neural Networks on Linear
Dynamical Systems},
journal = {CoRR},
volume = {abs/2207.01114},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.01114},
doi = {10.48550/ARXIV.2207.01114},
eprinttype = {arXiv},
eprint = {2207.01114},
timestamp = {Wed, 06 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-01114.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-05870,
author = {Hayden Joy and
Marios Mattheakis and
Pavlos Protopapas},
title = {RcTorch: a PyTorch Reservoir Computing Package with Automated Hyper-Parameter
Optimization},
journal = {CoRR},
volume = {abs/2207.05870},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.05870},
doi = {10.48550/ARXIV.2207.05870},
eprinttype = {arXiv},
eprint = {2207.05870},
timestamp = {Tue, 19 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-05870.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-07081,
author = {Blake Bullwinkel and
Dylan Randle and
Pavlos Protopapas and
David Sondak},
title = {{DEQGAN:} Learning the Loss Function for PINNs with Generative Adversarial
Networks},
journal = {CoRR},
volume = {abs/2209.07081},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.07081},
doi = {10.48550/ARXIV.2209.07081},
eprinttype = {arXiv},
eprint = {2209.07081},
timestamp = {Tue, 27 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-07081.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-00214,
author = {Rapha{\"{e}}l Pellegrin and
Blake Bullwinkel and
Marios Mattheakis and
Pavlos Protopapas},
title = {Transfer Learning with Physics-Informed Neural Networks for Efficient
Simulation of Branched Flows},
journal = {CoRR},
volume = {abs/2211.00214},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.00214},
doi = {10.48550/ARXIV.2211.00214},
eprinttype = {arXiv},
eprint = {2211.00214},
timestamp = {Fri, 04 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-00214.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-00744,
author = {F{\'{e}}lix Gr{\`{e}}zes and
Thomas Allen and
Sergi Blanco{-}Cuaresma and
Alberto Accomazzi and
Michael J. Kurtz and
Golnaz Shapurian and
Edwin A. Henneken and
Carolyn S. Grant and
Donna M. Thompson and
Timothy W. Hostetler and
Matthew R. Templeton and
Kelly E. Lockhart and
Shinyi Chen and
Jennifer Koch and
Taylor Jacovich and
Pavlos Protopapas},
title = {Improving astroBERT using Semantic Textual Similarity},
journal = {CoRR},
volume = {abs/2212.00744},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.00744},
doi = {10.48550/ARXIV.2212.00744},
eprinttype = {arXiv},
eprint = {2212.00744},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-00744.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-06965,
author = {Olga Graf and
Pablo Flores and
Pavlos Protopapas and
Karim Pichara},
title = {Error-Aware B-PINNs: Improving Uncertainty Quantification in Bayesian
Physics-Informed Neural Networks},
journal = {CoRR},
volume = {abs/2212.06965},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.06965},
doi = {10.48550/ARXIV.2212.06965},
eprinttype = {arXiv},
eprint = {2212.06965},
timestamp = {Mon, 02 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-06965.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2101-06100,
author = {Tiago A. E. Ferreira and
Marios Mattheakis and
Pavlos Protopapas},
title = {A New Artificial Neuron Proposal with Trainable Simultaneous Local
and Global Activation Function},
journal = {CoRR},
volume = {abs/2101.06100},
year = {2021},
url = {https://arxiv.org/abs/2101.06100},
eprinttype = {arXiv},
eprint = {2101.06100},
timestamp = {Fri, 22 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2101-06100.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-03736,
author = {C. Donoso{-}Oliva and
Guillermo Cabrera{-}Vives and
Pavlos Protopapas and
Rodrigo Carrasco{-}Davis and
Pablo A. Est{\'{e}}vez},
title = {The effect of phased recurrent units in the classification of multiple
catalogs of astronomical lightcurves},
journal = {CoRR},
volume = {abs/2106.03736},
year = {2021},
url = {https://arxiv.org/abs/2106.03736},
eprinttype = {arXiv},
eprint = {2106.03736},
timestamp = {Fri, 11 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-03736.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-12891,
author = {Anwesh Bhattacharya and
Marios Mattheakis and
Pavlos Protopapas},
title = {Encoding Involutory Invariance in Neural Networks},
journal = {CoRR},
volume = {abs/2106.12891},
year = {2021},
url = {https://arxiv.org/abs/2106.12891},
eprinttype = {arXiv},
eprint = {2106.12891},
timestamp = {Wed, 30 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-12891.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-08024,
author = {Shaan Desai and
Marios Mattheakis and
David Sondak and
Pavlos Protopapas and
Stephen J. Roberts},
title = {Port-Hamiltonian Neural Networks for Learning Explicit Time-Dependent
Dynamical Systems},
journal = {CoRR},
volume = {abs/2107.08024},
year = {2021},
url = {https://arxiv.org/abs/2107.08024},
eprinttype = {arXiv},
eprint = {2107.08024},
timestamp = {Wed, 21 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-08024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2108-11417,
author = {Marios Mattheakis and
Hayden Joy and
Pavlos Protopapas},
title = {Unsupervised Reservoir Computing for Solving Ordinary Differential
Equations},
journal = {CoRR},
volume = {abs/2108.11417},
year = {2021},
url = {https://arxiv.org/abs/2108.11417},
eprinttype = {arXiv},
eprint = {2108.11417},
timestamp = {Fri, 27 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2108-11417.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-11286,
author = {Shaan Desai and
Marios Mattheakis and
Hayden Joy and
Pavlos Protopapas and
Stephen J. Roberts},
title = {One-Shot Transfer Learning of Physics-Informed Neural Networks},
journal = {CoRR},
volume = {abs/2110.11286},
year = {2021},
url = {https://arxiv.org/abs/2110.11286},
eprinttype = {arXiv},
eprint = {2110.11286},
timestamp = {Thu, 28 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-11286.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-00328,
author = {Haitz S{\'{a}}ez de Oc{\'{a}}riz Borde and
David Sondak and
Pavlos Protopapas},
title = {Multi-Task Learning based Convolutional Models with Curriculum Learning
for the Anisotropic Reynolds Stress Tensor in Turbulent Duct Flow},
journal = {CoRR},
volume = {abs/2111.00328},
year = {2021},
url = {https://arxiv.org/abs/2111.00328},
eprinttype = {arXiv},
eprint = {2111.00328},
timestamp = {Fri, 05 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-00328.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-04207,
author = {Olga Graf and
Pablo Flores and
Pavlos Protopapas and
Karim Pichara},
title = {Uncertainty Quantification in Neural Differential Equations},
journal = {CoRR},
volume = {abs/2111.04207},
year = {2021},
url = {https://arxiv.org/abs/2111.04207},
eprinttype = {arXiv},
eprint = {2111.04207},
timestamp = {Wed, 10 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-04207.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-12024,
author = {Kshitij Parwani and
Pavlos Protopapas},
title = {Adversarial Sampling for Solving Differential Equations with Neural
Networks},
journal = {CoRR},
volume = {abs/2111.12024},
year = {2021},
url = {https://arxiv.org/abs/2111.12024},
eprinttype = {arXiv},
eprint = {2111.12024},
timestamp = {Fri, 26 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-12024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-00590,
author = {F{\'{e}}lix Gr{\`{e}}zes and
Sergi Blanco{-}Cuaresma and
Alberto Accomazzi and
Michael J. Kurtz and
Golnaz Shapurian and
Edwin A. Henneken and
Carolyn S. Grant and
Donna M. Thompson and
Roman Chyla and
Stephen McDonald and
Timothy W. Hostetler and
Matthew R. Templeton and
Kelly E. Lockhart and
Nemanja Martinovic and
Shinyi Chen and
Chris Tanner and
Pavlos Protopapas},
title = {Building astroBERT, a language model for Astronomy {\&} Astrophysics},
journal = {CoRR},
volume = {abs/2112.00590},
year = {2021},
url = {https://arxiv.org/abs/2112.00590},
eprinttype = {arXiv},
eprint = {2112.00590},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-00590.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jossw/ChenSPMLAG20,
author = {Feiyu Chen and
David Sondak and
Pavlos Protopapas and
Marios Mattheakis and
Shuheng Liu and
Devansh Agarwal and
Marco Di Giovanni},
title = {NeuroDiffEq: {A} Python package for solving differential equations
with neural networks},
journal = {J. Open Source Softw.},
volume = {5},
number = {46},
pages = {1931},
year = {2020},
url = {https://doi.org/10.21105/joss.01931},
doi = {10.21105/JOSS.01931},
timestamp = {Sun, 12 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jossw/ChenSPMLAG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaaiss/GiovanniSP020,
author = {Marco Di Giovanni and
David Sondak and
Pavlos Protopapas and
Marco Brambilla},
editor = {Jonghyun Lee and
Eric F. Darve and
Peter K. Kitanidis and
Matthew W. Farthing and
Tyler J. Hesser},
title = {Finding Multiple Solutions of ODEs with Neural Networks},
booktitle = {Proceedings of the {AAAI} 2020 Spring Symposium on Combining Artificial
Intelligence and Machine Learning with Physical Sciences, Stanford,
CA, USA, March 23rd - to - 25th, 2020},
series = {{CEUR} Workshop Proceedings},
volume = {2587},
publisher = {CEUR-WS.org},
year = {2020},
url = {https://ceur-ws.org/Vol-2587/article\_7.pdf},
timestamp = {Sun, 12 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaaiss/GiovanniSP020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/AstorgaHPE20,
author = {Nicol{\'{a}}s Astorga and
Pablo Huijse and
Pavlos Protopapas and
Pablo A. Est{\'{e}}vez},
editor = {Andrea Vedaldi and
Horst Bischof and
Thomas Brox and
Jan{-}Michael Frahm},
title = {{MPCC:} Matching Priors and Conditionals for Clustering},
booktitle = {Computer Vision - {ECCV} 2020 - 16th European Conference, Glasgow,
UK, August 23-28, 2020, Proceedings, Part {XXIII}},
series = {Lecture Notes in Computer Science},
volume = {12368},
pages = {658--677},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-58592-1\_39},
doi = {10.1007/978-3-030-58592-1\_39},
timestamp = {Sat, 14 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/eccv/AstorgaHPE20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/websci/WuMPY20,
author = {Wenying Wu and
Panagiotis Michalatos and
Pavlos Protopapas and
Zheng Yang},
editor = {Emilio Ferrara and
Pauline Leonard and
Wendy Hall},
title = {Gender Classification and Bias Mitigation in Facial Images},
booktitle = {WebSci '20: 12th {ACM} Conference on Web Science, Southampton, UK,
July 6-10, 2020},
pages = {106--114},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3394231.3397900},
doi = {10.1145/3394231.3397900},
timestamp = {Tue, 30 Nov 2021 14:57:52 +0100},
biburl = {https://dblp.org/rec/conf/websci/WuMPY20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2001-11107,
author = {Marios Mattheakis and
David Sondak and
Akshunna S. Dogra and
Pavlos Protopapas},
title = {Hamiltonian Neural Networks for solving differential equations},
journal = {CoRR},
volume = {abs/2001.11107},
year = {2020},
url = {https://arxiv.org/abs/2001.11107},
eprinttype = {arXiv},
eprint = {2001.11107},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2001-11107.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-00994,
author = {Ignacio Becker and
Karim Pichara and
M{\'{a}}rcio Catel{\'{a}}n and
Pavlos Protopapas and
Carlos Aguirre and
Fatemeh Nikzat},
title = {Scalable End-to-end Recurrent Neural Network for Variable star classification},
journal = {CoRR},
volume = {abs/2002.00994},
year = {2020},
url = {https://arxiv.org/abs/2002.00994},
eprinttype = {arXiv},
eprint = {2002.00994},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-00994.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-09995,
author = {Gerson R. Santos and
Marcela P. Figueiredo and
Antonio de P{\'{a}}dua Santos and
Pavlos Protopapas and
Tiago A. E. Ferreira},
title = {Gravitational Wave Detection and Information Extraction via Neural
Networks},
journal = {CoRR},
volume = {abs/2003.09995},
year = {2020},
url = {https://arxiv.org/abs/2003.09995},
eprinttype = {arXiv},
eprint = {2003.09995},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-09995.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-08702,
author = {Courtney Cochrane and
David Castineira and
Nisreen Shiban and
Pavlos Protopapas},
title = {Application of Machine Learning to Predict the Risk of Alzheimer's
Disease: An Accurate and Practical Solution for Early Diagnostics},
journal = {CoRR},
volume = {abs/2006.08702},
year = {2020},
url = {https://arxiv.org/abs/2006.08702},
eprinttype = {arXiv},
eprint = {2006.08702},
timestamp = {Wed, 17 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-08702.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-14372,
author = {Cedric Flamant and
Pavlos Protopapas and
David Sondak},
title = {Solving Differential Equations Using Neural Network Solution Bundles},
journal = {CoRR},
volume = {abs/2006.14372},
year = {2020},
url = {https://arxiv.org/abs/2006.14372},
eprinttype = {arXiv},
eprint = {2006.14372},
timestamp = {Wed, 01 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-14372.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-06141,
author = {Wenying Wu and
Pavlos Protopapas and
Zheng Yang and
Panagiotis Michalatos},
title = {Gender Classification and Bias Mitigation in Facial Images},
journal = {CoRR},
volume = {abs/2007.06141},
year = {2020},
url = {https://arxiv.org/abs/2007.06141},
eprinttype = {arXiv},
eprint = {2007.06141},
timestamp = {Tue, 21 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-06141.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-11133,
author = {Dylan Randle and
Pavlos Protopapas and
David Sondak},
title = {Unsupervised Learning of Solutions to Differential Equations with
Generative Adversarial Networks},
journal = {CoRR},
volume = {abs/2007.11133},
year = {2020},
url = {https://arxiv.org/abs/2007.11133},
eprinttype = {arXiv},
eprint = {2007.11133},
timestamp = {Tue, 28 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-11133.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-09641,
author = {Nicol{\'{a}}s Astorga and
Pablo Huijse and
Pavlos Protopapas and
Pablo A. Est{\'{e}}vez},
title = {{MPCC:} Matching Priors and Conditionals for Clustering},
journal = {CoRR},
volume = {abs/2008.09641},
year = {2020},
url = {https://arxiv.org/abs/2008.09641},
eprinttype = {arXiv},
eprint = {2008.09641},
timestamp = {Fri, 28 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2008-09641.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-05074,
author = {Alessandro Paticchio and
Tommaso Scarlatti and
Marios Mattheakis and
Pavlos Protopapas and
Marco Brambilla},
title = {Semi-supervised Neural Networks solve an inverse problem for modeling
Covid-19 spread},
journal = {CoRR},
volume = {abs/2010.05074},
year = {2020},
url = {https://arxiv.org/abs/2010.05074},
eprinttype = {arXiv},
eprint = {2010.05074},
timestamp = {Tue, 20 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-05074.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-05075,
author = {Henry Jin and
Marios Mattheakis and
Pavlos Protopapas},
title = {Unsupervised Neural Networks for Quantum Eigenvalue Problems},
journal = {CoRR},
volume = {abs/2010.05075},
year = {2020},
url = {https://arxiv.org/abs/2010.05075},
eprinttype = {arXiv},
eprint = {2010.05075},
timestamp = {Wed, 21 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-05075.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/Saldias-Fuentes19,
author = {Bel{\'{e}}n Sald{\'{\i}}as{-}Fuentes and
Pavlos Protopapas and
Karim Pichara B.},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {A Full Probabilistic Model for Yes/No Type Crowdsourcing in Multi-Class
Classification},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {756--764},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.85},
doi = {10.1137/1.9781611975673.85},
timestamp = {Sat, 14 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/Saldias-Fuentes19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1901-00397,
author = {Bel{\'{e}}n Sald{\'{\i}}as{-}Fuentes and
Pavlos Protopapas and
Karim Pichara B.},
title = {A Full Probabilistic Model for Yes/No Type Crowdsourcing in Multi-Class
Classification},
journal = {CoRR},
volume = {abs/1901.00397},
year = {2019},
url = {http://arxiv.org/abs/1901.00397},
eprinttype = {arXiv},
eprint = {1901.00397},
timestamp = {Sat, 14 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1901-00397.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1903-03254,
author = {Christian Pieringer and
Karim Pichara and
M{\'{a}}rcio Catel{\'{a}}n and
Pavlos Protopapas},
title = {An Algorithm for the Visualization of Relevant Patterns in Astronomical
Light Curves},
journal = {CoRR},
volume = {abs/1903.03254},
year = {2019},
url = {http://arxiv.org/abs/1903.03254},
eprinttype = {arXiv},
eprint = {1903.03254},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1903-03254.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1903-05071,
author = {Jacob Reinier Maat and
Nikos Gianniotis and
Pavlos Protopapas},
title = {Efficient Optimization of Echo State Networks for Time Series Datasets},
journal = {CoRR},
volume = {abs/1903.05071},
year = {2019},
url = {http://arxiv.org/abs/1903.05071},
eprinttype = {arXiv},
eprint = {1903.05071},
timestamp = {Sun, 31 Mar 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1903-05071.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-03949,
author = {Alessandro Bianchi and
Moreno Raimondo Vendra and
Pavlos Protopapas and
Marco Brambilla},
title = {Improving Image Classification Robustness through Selective CNN-Filters
Fine-Tuning},
journal = {CoRR},
volume = {abs/1904.03949},
year = {2019},
url = {http://arxiv.org/abs/1904.03949},
eprinttype = {arXiv},
eprint = {1904.03949},
timestamp = {Thu, 25 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-03949.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-08991,
author = {Marios Mattheakis and
Pavlos Protopapas and
David Sondak and
Marco Di Giovanni and
Efthimios Kaxiras},
title = {Physical Symmetries Embedded in Neural Networks},
journal = {CoRR},
volume = {abs/1904.08991},
year = {2019},
url = {http://arxiv.org/abs/1904.08991},
eprinttype = {arXiv},
eprint = {1904.08991},
timestamp = {Sun, 12 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-08991.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-11651,
author = {Manuel P{\'{e}}rez{-}Carrasco and
Guillermo Cabrera{-}Vives and
Pavlos Protopapas and
Nicolas Astorga and
Marouan Belhaj},
title = {Adversarial Variational Domain Adaptation},
journal = {CoRR},
volume = {abs/1909.11651},
year = {2019},
url = {http://arxiv.org/abs/1909.11651},
eprinttype = {arXiv},
eprint = {1909.11651},
timestamp = {Fri, 27 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-11651.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-02444,
author = {Javiera Astudillo and
Pavlos Protopapas and
Karim Pichara and
Pablo Huijse},
title = {An Information Theory Approach on Deciding Spectroscopic Follow Ups},
journal = {CoRR},
volume = {abs/1911.02444},
year = {2019},
url = {http://arxiv.org/abs/1911.02444},
eprinttype = {arXiv},
eprint = {1911.02444},
timestamp = {Mon, 11 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-02444.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-02235,
author = {Lukas Zorich and
Karim Pichara and
Pavlos Protopapas},
title = {Streaming Classification of Variable Stars},
journal = {CoRR},
volume = {abs/1912.02235},
year = {2019},
url = {http://arxiv.org/abs/1912.02235},
eprinttype = {arXiv},
eprint = {1912.02235},
timestamp = {Tue, 07 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1912-02235.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/HoernleGGPR18,
author = {Nicholas Hoernle and
Ya'akov Gal and
Barbara J. Grosz and
Pavlos Protopapas and
Andee Rubin},
editor = {Kristy Elizabeth Boyer and
Michael Yudelson},
title = {Modeling the Effects of Students' Interactions with Immersive Simulations
using Markov Switching Systems},
booktitle = {Proceedings of the 11th International Conference on Educational Data
Mining, {EDM} 2018, Buffalo, NY, USA, July 15-18, 2018},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2018},
url = {http://educationaldatamining.org/files/conferences/EDM2018/papers/EDM2018\_paper\_65.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/HoernleGGPR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/MaatGP18,
author = {Jacob Reinier Maat and
Nikos Gianniotis and
Pavlos Protopapas},
title = {Efficient Optimization of Echo State Networks for Time Series Datasets},
booktitle = {2018 International Joint Conference on Neural Networks, {IJCNN} 2018,
Rio de Janeiro, Brazil, July 8-13, 2018},
pages = {1--7},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/IJCNN.2018.8489094},
doi = {10.1109/IJCNN.2018.8489094},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/MaatGP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-08295,
author = {Giorgia Ramponi and
Pavlos Protopapas and
Marco Brambilla and
Ryan Janssen},
title = {{T-CGAN:} Conditional Generative Adversarial Network for Data Augmentation
in Noisy Time Series with Irregular Sampling},
journal = {CoRR},
volume = {abs/1811.08295},
year = {2018},
url = {http://arxiv.org/abs/1811.08295},
eprinttype = {arXiv},
eprint = {1811.08295},
timestamp = {Mon, 26 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-08295.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1812-03123,
author = {Marouan Belhaj and
Pavlos Protopapas and
Weiwei Pan},
title = {Deep Variational Transfer: Transfer Learning through Semi-supervised
Deep Generative Models},
journal = {CoRR},
volume = {abs/1812.03123},
year = {2018},
url = {http://arxiv.org/abs/1812.03123},
eprinttype = {arXiv},
eprint = {1812.03123},
timestamp = {Tue, 01 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1812-03123.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1709-03541,
author = {Pablo Huijse and
Pablo A. Est{\'{e}}vez and
Francisco F{\"{o}}rster and
Scott F. Daniel and
Andrew J. Connolly and
Pavlos Protopapas and
Rodrigo Carrasco and
Jos{\'{e}} C. Pr{\'{\i}}ncipe},
title = {Robust period estimation using mutual information for multi-band light
curves in the synoptic survey era},
journal = {CoRR},
volume = {abs/1709.03541},
year = {2017},
url = {http://arxiv.org/abs/1709.03541},
eprinttype = {arXiv},
eprint = {1709.03541},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1709-03541.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/NarasimhanPKPR16,
author = {Harikrishna Narasimhan and
Weiwei Pan and
Purushottam Kar and
Pavlos Protopapas and
Harish G. Ramaswamy},
editor = {Francesco Bonchi and
Josep Domingo{-}Ferrer and
Ricardo Baeza{-}Yates and
Zhi{-}Hua Zhou and
Xindong Wu},
title = {Optimizing the Multiclass F-Measure via Biconcave Programming},
booktitle = {{IEEE} 16th International Conference on Data Mining, {ICDM} 2016,
December 12-15, 2016, Barcelona, Spain},
pages = {1101--1106},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/ICDM.2016.0143},
doi = {10.1109/ICDM.2016.0143},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/NarasimhanPKPR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/XiaPD16,
author = {Xide Xia and
Pavlos Protopapas and
Finale Doshi{-}Velez},
editor = {Sanjay Chawla Venkatasubramanian and
Wagner Meira Jr.},
title = {Cost-Sensitive Batch Mode Active Learning: Designing Astronomical
Observation by Optimizing Telescope Time and Telescope Choice},
booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
Miami, Florida, USA, May 5-7, 2016},
pages = {477--485},
publisher = {{SIAM}},
year = {2016},
url = {https://doi.org/10.1137/1.9781611974348.54},
doi = {10.1137/1.9781611974348.54},
timestamp = {Wed, 17 May 2017 14:24:53 +0200},
biburl = {https://dblp.org/rec/conf/sdm/XiaPD16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/MackenziePP16,
author = {Crist{\'{o}}bal Mackenzie and
Karim Pichara and
Pavlos Protopapas},
title = {Clustering Based Feature Learning on Variable Stars},
journal = {CoRR},
volume = {abs/1602.08977},
year = {2016},
url = {http://arxiv.org/abs/1602.08977},
eprinttype = {arXiv},
eprint = {1602.08977},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/MackenziePP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HuijseEPPZ15,
author = {Pablo Huijse and
Pablo A. Est{\'{e}}vez and
Pavlos Protopapas and
Jos{\'{e}} C. Pr{\'{\i}}ncipe and
Pablo Zegers},
title = {Computational Intelligence Challenges and Applications on Large-Scale
Astronomical Time Series Databases},
journal = {CoRR},
volume = {abs/1509.07823},
year = {2015},
url = {http://arxiv.org/abs/1509.07823},
eprinttype = {arXiv},
eprint = {1509.07823},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/HuijseEPPZ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cim/HuijseEPPZ14,
author = {Pablo Huijse and
Pablo A. Est{\'{e}}vez and
Pavlos Protopapas and
Jos{\'{e}} C. Pr{\'{\i}}ncipe and
Pablo Zegers},
title = {Computational Intelligence Challenges and Applications on Large-Scale
Astronomical Time Series Databases},
journal = {{IEEE} Comput. Intell. Mag.},
volume = {9},
number = {3},
pages = {27--39},
year = {2014},
url = {https://doi.org/10.1109/MCI.2014.2326100},
doi = {10.1109/MCI.2014.2326100},
timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cim/HuijseEPPZ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/nunPPK14,
author = {Isadora nun and
Karim Pichara and
Pavlos Protopapas and
Dae{-}Won Kim},
title = {Supervised detection of anomalous light-curves in massive astronomical
catalogs},
journal = {CoRR},
volume = {abs/1404.4888},
year = {2014},
url = {http://arxiv.org/abs/1404.4888},
eprinttype = {arXiv},
eprint = {1404.4888},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/nunPPK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ProtopapasHEZP14,
author = {Pavlos Protopapas and
Pablo Huijse and
Pablo A. Est{\'{e}}vez and
Pablo Zegers and
Jos{\'{e}} C. Pr{\'{\i}}ncipe},
title = {A Novel, Fully Automated Pipeline for Period Estimation in the {EROS}
2 Data Set},
journal = {CoRR},
volume = {abs/1412.1840},
year = {2014},
url = {http://arxiv.org/abs/1412.1840},
eprinttype = {arXiv},
eprint = {1412.1840},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ProtopapasHEZP14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/PicharaP13,
author = {Karim Pichara and
Pavlos Protopapas},
title = {Automatic Classification of Variable Stars in Catalogs with missing
data},
journal = {CoRR},
volume = {abs/1310.7868},
year = {2013},
url = {http://arxiv.org/abs/1310.7868},
eprinttype = {arXiv},
eprint = {1310.7868},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/PicharaP13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/HuijseEPZP12,
author = {Pablo Huijse and
Pablo A. Est{\'{e}}vez and
Pavlos Protopapas and
Pablo Zegers and
Jos{\'{e}} Carlos Pr{\'{\i}}ncipe},
title = {An Information Theoretic Algorithm for Finding Periodicities in Stellar
Light Curves},
journal = {{IEEE} Trans. Signal Process.},
volume = {60},
number = {10},
pages = {5135--5145},
year = {2012},
url = {https://doi.org/10.1109/TSP.2012.2204260},
doi = {10.1109/TSP.2012.2204260},
timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsp/HuijseEPZP12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1203-0970,
author = {Yuyang Wang and
Roni Khardon and
Pavlos Protopapas},
title = {Infinite Shift-invariant Grouped Multi-task Learning for Gaussian
Processes},
journal = {CoRR},
volume = {abs/1203.0970},
year = {2012},
url = {http://arxiv.org/abs/1203.0970},
eprinttype = {arXiv},
eprint = {1203.0970},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1203-0970.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1212-2398,
author = {Pablo Huijse and
Pablo A. Est{\'{e}}vez and
Pavlos Protopapas and
Pablo Zegers and
Jos{\'{e}} C. Pr{\'{\i}}ncipe},
title = {An Information Theoretic Algorithm for Finding Periodicities in Stellar
Light Curves},
journal = {CoRR},
volume = {abs/1212.2398},
year = {2012},
url = {http://arxiv.org/abs/1212.2398},
eprinttype = {arXiv},
eprint = {1212.2398},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1212-2398.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/spl/HuijseEZPP11,
author = {Pablo Huijse and
Pablo A. Est{\'{e}}vez and
Pablo Zegers and
Jos{\'{e}} Carlos Pr{\'{\i}}ncipe and
Pavlos Protopapas},
title = {Period Estimation in Astronomical Time Series Using Slotted Correntropy},
journal = {{IEEE} Signal Process. Lett.},
volume = {18},
number = {6},
pages = {371--374},
year = {2011},
url = {https://doi.org/10.1109/LSP.2011.2141987},
doi = {10.1109/LSP.2011.2141987},
timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/spl/HuijseEZPP11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/MishraPEP11,
author = {Bibhu Prasad Mishra and
Jos{\'{e}} C. Pr{\'{\i}}ncipe and
Pablo A. Est{\'{e}}vez and
Pavlos Protopapas},
title = {Estimation of periodicity in non-uniformly sampled astronomical data
using a 2D kernel in correntropy},
booktitle = {2011 {IEEE} International Workshop on Machine Learning for Signal
Processing, {MLSP} 2011, Beijing, China, September 18-21, 2011},
pages = {1--6},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/MLSP.2011.6064635},
doi = {10.1109/MLSP.2011.6064635},
timestamp = {Wed, 16 Oct 2019 14:14:49 +0200},
biburl = {https://dblp.org/rec/conf/mlsp/MishraPEP11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1111-1315,
author = {Yuyang Wang and
Roni Khardon and
Pavlos Protopapas},
title = {Nonparametric Bayesian Estimation of Periodic Functions},
journal = {CoRR},
volume = {abs/1111.1315},
year = {2011},
url = {http://arxiv.org/abs/1111.1315},
eprinttype = {arXiv},
eprint = {1111.1315},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1111-1315.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1112-2962,
author = {Pablo Huijse and
Pablo A. Est{\'{e}}vez and
Pablo Zegers and
Jos{\'{e}} Carlos Pr{\'{\i}}ncipe and
Pavlos Protopapas},
title = {Period Estimation in Astronomical Time Series Using Slotted Correntropy},
journal = {CoRR},
volume = {abs/1112.2962},
year = {2011},
url = {http://arxiv.org/abs/1112.2962},
eprinttype = {arXiv},
eprint = {1112.2962},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1112-2962.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/EstevezHZPP10,
author = {Pablo A. Est{\'{e}}vez and
Pablo Huijse and
Pablo Zegers and
Jos{\'{e}} C. Pr{\'{\i}}ncipe and
Pavlos Protopapas},
title = {Period detection in light curves from astronomical objects using correntropy},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2010, Barcelona,
Spain, 18-23 July, 2010},
pages = {1--7},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/IJCNN.2010.5596557},
doi = {10.1109/IJCNN.2010.5596557},
timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/EstevezHZPP10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/WangKP10,
author = {Yuyang Wang and
Roni Khardon and
Pavlos Protopapas},
editor = {Jos{\'{e}} L. Balc{\'{a}}zar and
Francesco Bonchi and
Aristides Gionis and
Mich{\`{e}}le Sebag},
title = {Shift-Invariant Grouped Multi-task Learning for Gaussian Processes},
booktitle = {Machine Learning and Knowledge Discovery in Databases, European Conference,
{ECML} {PKDD} 2010, Barcelona, Spain, September 20-24, 2010, Proceedings,
Part {III}},
series = {Lecture Notes in Computer Science},
volume = {6323},
pages = {418--434},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-15939-8\_27},
doi = {10.1007/978-3-642-15939-8\_27},
timestamp = {Fri, 25 Dec 2020 01:15:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/WangKP10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/RebbapragadaPBA09,
author = {Umaa Rebbapragada and
Pavlos Protopapas and
Carla E. Brodley and
Charles R. Alcock},
title = {Finding anomalous periodic time series},
journal = {Mach. Learn.},
volume = {74},
number = {3},
pages = {281--313},
year = {2009},
url = {https://doi.org/10.1007/s10994-008-5093-3},
doi = {10.1007/S10994-008-5093-3},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/RebbapragadaPBA09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/PrestonPB09,
author = {Dan Preston and
Pavlos Protopapas and
Carla E. Brodley},
title = {Discovering arbitrary event types in time series},
journal = {Stat. Anal. Data Min.},
volume = {2},
number = {5-6},
pages = {396--411},
year = {2009},
url = {https://doi.org/10.1002/sam.10060},
doi = {10.1002/SAM.10060},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/PrestonPB09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/vldb/KeoghWXVLP09,
author = {Eamonn J. Keogh and
Li Wei and
Xiaopeng Xi and
Michail Vlachos and
Sang{-}Hee Lee and
Pavlos Protopapas},
title = {Supporting exact indexing of arbitrarily rotated shapes and periodic
time series under Euclidean and warping distance measures},
journal = {{VLDB} J.},
volume = {18},
number = {3},
pages = {611--630},
year = {2009},
url = {https://doi.org/10.1007/s00778-008-0111-4},
doi = {10.1007/S00778-008-0111-4},
timestamp = {Tue, 14 Nov 2017 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/vldb/KeoghWXVLP09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/WachmanKPA09,
author = {Gabriel Wachman and
Roni Khardon and
Pavlos Protopapas and
Charles R. Alcock},
editor = {Wray L. Buntine and
Marko Grobelnik and
Dunja Mladenic and
John Shawe{-}Taylor},
title = {Kernels for Periodic Time Series Arising in Astronomy},
booktitle = {Machine Learning and Knowledge Discovery in Databases, European Conference,
{ECML} {PKDD} 2009, Bled, Slovenia, September 7-11, 2009, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {5782},
pages = {489--505},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-04174-7\_32},
doi = {10.1007/978-3-642-04174-7\_32},
timestamp = {Tue, 14 May 2019 10:00:47 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/WachmanKPA09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/PrestonPB09,
author = {Dan Preston and
Pavlos Protopapas and
Carla E. Brodley},
title = {Event Discovery in Time Series},
booktitle = {Proceedings of the {SIAM} International Conference on Data Mining,
{SDM} 2009, April 30 - May 2, 2009, Sparks, Nevada, {USA}},
pages = {61--72},
publisher = {{SIAM}},
year = {2009},
url = {https://doi.org/10.1137/1.9781611972795.6},
doi = {10.1137/1.9781611972795.6},
timestamp = {Wed, 17 May 2017 14:24:53 +0200},
biburl = {https://dblp.org/rec/conf/sdm/PrestonPB09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-0905-3428,
author = {Umaa Rebbapragada and
Pavlos Protopapas and
Carla E. Brodley and
Charles R. Alcock},
title = {Finding Anomalous Periodic Time Series: An Application to Catalogs
of Periodic Variable Stars},
journal = {CoRR},
volume = {abs/0905.3428},
year = {2009},
url = {http://arxiv.org/abs/0905.3428},
eprinttype = {arXiv},
eprint = {0905.3428},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-0905-3428.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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