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@inproceedings{DBLP:conf/iwann/AlexeevMMKA19,
author = {Alexey Alexeev and
Yuriy Matveev and
Anton Matveev and
Georgy Kukharev and
Sattam Almatarneh},
editor = {Ignacio Rojas and
Gonzalo Joya and
Andreu Catal{\`{a}}},
title = {Detector of Small Objects with Application to the License Plate Symbols},
booktitle = {Advances in Computational Intelligence - 15th International Work-Conference
on Artificial Neural Networks, {IWANN} 2019, Gran Canaria, Spain,
June 12-14, 2019, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {11506},
pages = {533--544},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-20521-8\_44},
doi = {10.1007/978-3-030-20521-8\_44},
timestamp = {Fri, 05 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iwann/AlexeevMMKA19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/AlvarellosFSPR19,
author = {Alberto Alvarellos and
Andr{\'{e}}s Figuero and
Jos{\'{e}} Sande and
Enrique Pe{\~{n}}a and
Juan R. Rabu{\~{n}}al},
editor = {Ignacio Rojas and
Gonzalo Joya and
Andreu Catal{\`{a}}},
title = {Deep Learning Based Ship Movement Prediction System Architecture},
booktitle = {Advances in Computational Intelligence - 15th International Work-Conference
on Artificial Neural Networks, {IWANN} 2019, Gran Canaria, Spain,
June 12-14, 2019, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {11506},
pages = {844--855},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-20521-8\_69},
doi = {10.1007/978-3-030-20521-8\_69},
timestamp = {Fri, 05 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iwann/AlvarellosFSPR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/BanosGDGHPRV19,
author = {Oresti Banos and
Juan Manuel Galvez and
Miguel Damas and
Alberto Guill{\'{e}}n and
Luis Javier Herrera and
H{\'{e}}ctor Pomares and
Ignacio Rojas and
Claudia Villalonga},
editor = {Ignacio Rojas and
Gonzalo Joya and
Andreu Catal{\`{a}}},
title = {Improving Wearable Activity Recognition via Fusion of Multiple Equally-Sized
Data Subwindows},
booktitle = {Advances in Computational Intelligence - 15th International Work-Conference
on Artificial Neural Networks, {IWANN} 2019, Gran Canaria, Spain,
June 12-14, 2019, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {11506},
pages = {360--367},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-20521-8\_30},
doi = {10.1007/978-3-030-20521-8\_30},
timestamp = {Fri, 05 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iwann/BanosGDGHPRV19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/BendaGSBIVV19,
author = {Mihaly Benda and
Felix Gembler and
Piotr Stawicki and
Sadok Ben{-}Salem and
Zahidul Islam and
Arne Vogelsang and
Ivan Volosyak},
editor = {Ignacio Rojas and
Gonzalo Joya and
Andreu Catal{\`{a}}},
title = {Custom-Made Monitor for Easy High-Frequency {SSVEP} Stimulation},
booktitle = {Advances in Computational Intelligence - 15th International Work-Conference
on Artificial Neural Networks, {IWANN} 2019, Gran Canaria, Spain,
June 12-14, 2019, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {11506},
pages = {382--393},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-20521-8\_32},
doi = {10.1007/978-3-030-20521-8\_32},
timestamp = {Fri, 05 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iwann/BendaGSBIVV19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/Benito-ParejoMM19,
author = {Miguel Benito{-}Parejo and
Inmaculada Medina{-}Bulo and
Mercedes G. Merayo and
Manuel N{\'{u}}{\~{n}}ez},
editor = {Ignacio Rojas and
Gonzalo Joya and
Andreu Catal{\`{a}}},
title = {Using Genetic Algorithms to Generate Test Suites for FSMs},
booktitle = {Advances in Computational Intelligence - 15th International Work-Conference
on Artificial Neural Networks, {IWANN} 2019, Gran Canaria, Spain,
June 12-14, 2019, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {11506},
pages = {741--752},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-20521-8\_61},
doi = {10.1007/978-3-030-20521-8\_61},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iwann/Benito-ParejoMM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/BessaB19,
author = {Renan Bessa and
Guilherme A. Barreto},
editor = {Ignacio Rojas and
Gonzalo Joya and
Andreu Catal{\`{a}}},
title = {Robust Echo State Network for Recursive System Identification},
booktitle = {Advances in Computational Intelligence - 15th International Work-Conference
on Artificial Neural Networks, {IWANN} 2019, Gran Canaria, Spain,
June 12-14, 2019, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {11506},
pages = {247--258},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-20521-8\_21},
doi = {10.1007/978-3-030-20521-8\_21},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iwann/BessaB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/BidaniGT19,
author = {Amen Bidani and
Mohamed Salah Gouider and
Carlos M. Travieso{-}Gonz{\'{a}}lez},
editor = {Ignacio Rojas and
Gonzalo Joya and
Andreu Catal{\`{a}}},
title = {Dementia Detection and Classification from {MRI} Images Using Deep
Neural Networks and Transfer Learning},
booktitle = {Advances in Computational Intelligence - 15th International Work-Conference
on Artificial Neural Networks, {IWANN} 2019, Gran Canaria, Spain,
June 12-14, 2019, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {11506},
pages = {925--933},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-20521-8\_75},
doi = {10.1007/978-3-030-20521-8\_75},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iwann/BidaniGT19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/BorhaniP19,
author = {Alireza Borhani and
Matthias P{\"{a}}tzold},
editor = {Ignacio Rojas and
Gonzalo Joya and
Andreu Catal{\`{a}}},
title = {RF-Based Human Activity Recognition: {A} Non-stationary Channel Model
Incorporating the Impact of Phase Distortions},
booktitle = {Advances in Computational Intelligence - 15th International Work-Conference
on Artificial Neural Networks, {IWANN} 2019, Gran Canaria, Spain,
June 12-14, 2019, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {11506},
pages = {335--346},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-20521-8\_28},
doi = {10.1007/978-3-030-20521-8\_28},
timestamp = {Wed, 09 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iwann/BorhaniP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/BrasoveanuA19,
author = {Adrian M. P. Brasoveanu and
Razvan Andonie},
editor = {Ignacio Rojas and
Gonzalo Joya and
Andreu Catal{\`{a}}},
title = {Semantic Fake News Detection: {A} Machine Learning Perspective},
booktitle = {Advances in Computational Intelligence - 15th International Work-Conference
on Artificial Neural Networks, {IWANN} 2019, Gran Canaria, Spain,
June 12-14, 2019, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {11506},
pages = {656--667},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-20521-8\_54},
doi = {10.1007/978-3-030-20521-8\_54},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iwann/BrasoveanuA19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/BsirZ19,
author = {Bassem Bsir and
Mounir Zrigui},
editor = {Ignacio Rojas and
Gonzalo Joya and
Andreu Catal{\`{a}}},
title = {Document Model with Attention Bidirectional Recurrent Network for
Gender Identification},
booktitle = {Advances in Computational Intelligence - 15th International Work-Conference
on Artificial Neural Networks, {IWANN} 2019, Gran Canaria, Spain,
June 12-14, 2019, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {11506},
pages = {621--631},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-20521-8\_51},
doi = {10.1007/978-3-030-20521-8\_51},
timestamp = {Wed, 05 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iwann/BsirZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/CalvoM0P19,
author = {Iv{\'{a}}n Calvo and
Mercedes G. Merayo and
Manuel N{\'{u}}{\~{n}}ez and
Francisco Palomo{-}Lozano},
editor = {Ignacio Rojas and
Gonzalo Joya and
Andreu Catal{\`{a}}},
title = {Conformance Relations for Fuzzy Automata},
booktitle = {Advances in Computational Intelligence - 15th International Work-Conference
on Artificial Neural Networks, {IWANN} 2019, Gran Canaria, Spain,
June 12-14, 2019, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {11506},
pages = {753--765},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-20521-8\_62},
doi = {10.1007/978-3-030-20521-8\_62},
timestamp = {Fri, 05 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iwann/CalvoM0P19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/Caro-RomeroBGUS19,
author = {Juan Rafael Caro{-}Romero and
Joaqu{\'{\i}}n Ballesteros and
Francisco Garc{\'{\i}}a{-}Lagos and
Cristina Urdiales and
Francisco Sandoval},
editor = {Ignacio Rojas and
Gonzalo Joya and
Andreu Catal{\`{a}}},
title = {A Neural Network for Stance Phase Detection in Smart Cane Users},
booktitle = {Advances in Computational Intelligence - 15th International Work-Conference
on Artificial Neural Networks, {IWANN} 2019, Gran Canaria, Spain,
June 12-14, 2019, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {11506},
pages = {310--321},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-20521-8\_26},
doi = {10.1007/978-3-030-20521-8\_26},
timestamp = {Fri, 27 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iwann/Caro-RomeroBGUS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/Carrillo-PerezH19,
author = {Francisco Carrillo{-}Perez and
Luis Javier Herrera and
Juan Miguel Carceller and
Alberto Guill{\'{e}}n},
editor = {Ignacio Rojas and
Gonzalo Joya and
Andreu Catal{\`{a}}},
title = {Improving Classification of Ultra-High Energy Cosmic Rays Using Spacial
Locality by Means of a Convolutional {DNN}},
booktitle = {Advances in Computational Intelligence - 15th International Work-Conference
on Artificial Neural Networks, {IWANN} 2019, Gran Canaria, Spain,
June 12-14, 2019, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {11506},
pages = {222--232},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-20521-8\_19},
doi = {10.1007/978-3-030-20521-8\_19},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iwann/Carrillo-PerezH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/Chaudhuri19,
author = {Arindam Chaudhuri},
editor = {Ignacio Rojas and
Gonzalo Joya and
Andreu Catal{\`{a}}},
title = {Some Insights and Observations on Depth Issues in Deep Learning Networks},
booktitle = {Advances in Computational Intelligence - 15th International Work-Conference
on Artificial Neural Networks, {IWANN} 2019, Gran Canaria, Spain,
June 12-14, 2019, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {11506},
pages = {583--595},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-20521-8\_48},
doi = {10.1007/978-3-030-20521-8\_48},
timestamp = {Wed, 05 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iwann/Chaudhuri19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/ChetouaneKW19,
author = {Nour Chetouane and
Lorenz Klampfl and
Franz Wotawa},
editor = {Ignacio Rojas and
Gonzalo Joya and
Andreu Catal{\`{a}}},
title = {Investigating the Effectiveness of Mutation Testing Tools in the Context
of Deep Neural Networks},
booktitle = {Advances in Computational Intelligence - 15th International Work-Conference
on Artificial Neural Networks, {IWANN} 2019, Gran Canaria, Spain,
June 12-14, 2019, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {11506},
pages = {766--777},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-20521-8\_63},
doi = {10.1007/978-3-030-20521-8\_63},
timestamp = {Fri, 05 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iwann/ChetouaneKW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/CottrellFLO19,
author = {Marie Cottrell and
Cynthia Faure and
J{\'{e}}r{\^{o}}me Lacaille and
Madalina Olteanu},
editor = {Ignacio Rojas and
Gonzalo Joya and
Andreu Catal{\`{a}}},
title = {Anomaly Detection for Bivariate Signals},
booktitle = {Advances in Computational Intelligence - 15th International Work-Conference
on Artificial Neural Networks, {IWANN} 2019, Gran Canaria, Spain,
June 12-14, 2019, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {11506},
pages = {162--173},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-20521-8\_14},
doi = {10.1007/978-3-030-20521-8\_14},
timestamp = {Wed, 05 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iwann/CottrellFLO19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/CranenburghK19,
author = {Sander van Cranenburgh and
Marco Kouwenhoven},
editor = {Ignacio Rojas and
Gonzalo Joya and
Andreu Catal{\`{a}}},
title = {Using Artificial Neural Networks for Recovering the Value-of-Travel-Time
Distribution},
booktitle = {Advances in Computational Intelligence - 15th International Work-Conference
on Artificial Neural Networks, {IWANN} 2019, Gran Canaria, Spain,
June 12-14, 2019, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {11506},
pages = {88--102},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-20521-8\_8},
doi = {10.1007/978-3-030-20521-8\_8},
timestamp = {Fri, 05 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iwann/CranenburghK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/DelecrazBNBF19,
author = {Sebastien Delecraz and
Leonor Becerra{-}Bonache and
Alexis Nasr and
Fr{\'{e}}d{\'{e}}ric B{\'{e}}chet and
Beno{\^{\i}}t Favre},
editor = {Ignacio Rojas and
Gonzalo Joya and
Andreu Catal{\`{a}}},
title = {Visual Disambiguation of Prepositional Phrase Attachments: Multimodal
Machine Learning for Syntactic Analysis Correction},
booktitle = {Advances in Computational Intelligence - 15th International Work-Conference
on Artificial Neural Networks, {IWANN} 2019, Gran Canaria, Spain,
June 12-14, 2019, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {11506},
pages = {632--643},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-20521-8\_52},
doi = {10.1007/978-3-030-20521-8\_52},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iwann/DelecrazBNBF19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/DenizVG19,
author = {Oscar D{\'{e}}niz and
Noelia V{\'{a}}llez and
Gloria Bueno Garc{\'{\i}}a},
editor = {Ignacio Rojas and
Gonzalo Joya and
Andreu Catal{\`{a}}},
title = {Adversarial Examples are a Manifestation of the Fitting-Generalization
Trade-off},
booktitle = {Advances in Computational Intelligence - 15th International Work-Conference
on Artificial Neural Networks, {IWANN} 2019, Gran Canaria, Spain,
June 12-14, 2019, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {11506},
pages = {569--580},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-20521-8\_47},
doi = {10.1007/978-3-030-20521-8\_47},
timestamp = {Fri, 27 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iwann/DenizVG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/DiazBMBV19,
author = {Gregorio D{\'{\i}}az and
Enrique Braz{\'{a}}lez and
Hermenegilda Maci{\`{a}} and
Juan Boubeta{-}Puig and
Valent{\'{\i}}n Valero},
editor = {Ignacio Rojas and
Gonzalo Joya and
Andreu Catal{\`{a}}},
title = {An Intelligent System Integrating {CEP} and Colored Petri Nets for
Helping in Decision Making About Pollution Scenarios},
booktitle = {Advances in Computational Intelligence - 15th International Work-Conference
on Artificial Neural Networks, {IWANN} 2019, Gran Canaria, Spain,
June 12-14, 2019, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {11506},
pages = {729--740},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-20521-8\_60},
doi = {10.1007/978-3-030-20521-8\_60},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iwann/DiazBMBV19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/Dudek19,
author = {Grzegorz Dudek},
editor = {Ignacio Rojas and
Gonzalo Joya and
Andreu Catal{\`{a}}},
title = {Improving Randomized Learning of Feedforward Neural Networks by Appropriate
Generation of Random Parameters},
booktitle = {Advances in Computational Intelligence - 15th International Work-Conference
on Artificial Neural Networks, {IWANN} 2019, Gran Canaria, Spain,
June 12-14, 2019, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {11506},
pages = {517--530},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-20521-8\_43},
doi = {10.1007/978-3-030-20521-8\_43},
timestamp = {Fri, 05 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iwann/Dudek19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/Edo-OsagieLEI19,
author = {Oduwa Edo{-}Osagie and
Iain Lake and
Obaghe Edeghere and
Beatriz de la Iglesia},
editor = {Ignacio Rojas and
Gonzalo Joya and
Andreu Catal{\`{a}}},
title = {Attention-Based Recurrent Neural Networks (RNNs) for Short Text Classification:
An Application in Public Health Monitoring},
booktitle = {Advances in Computational Intelligence - 15th International Work-Conference
on Artificial Neural Networks, {IWANN} 2019, Gran Canaria, Spain,
June 12-14, 2019, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {11506},
pages = {895--911},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-20521-8\_73},
doi = {10.1007/978-3-030-20521-8\_73},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iwann/Edo-OsagieLEI19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/Fernandez-Rodriguez19,
author = {{\'{A}}lvaro Fern{\'{a}}ndez{-}Rodr{\'{\i}}guez and
Mar{\'{\i}}a Teresa Medina{-}Juli{\'{a}} and
Francisco Velasco{-}{\'{A}}lvarez and
Ricardo Ron{-}Angevin},
editor = {Ignacio Rojas and
Gonzalo Joya and
Andreu Catal{\`{a}}},
title = {Preliminary Results Using a {P300} Brain-Computer Interface Speller:
{A} Possible Interaction Effect Between Presentation Paradigm and
Set of Stimuli},
booktitle = {Advances in Computational Intelligence - 15th International Work-Conference
on Artificial Neural Networks, {IWANN} 2019, Gran Canaria, Spain,
June 12-14, 2019, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {11506},
pages = {371--381},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-20521-8\_31},
doi = {10.1007/978-3-030-20521-8\_31},
timestamp = {Fri, 05 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iwann/Fernandez-Rodriguez19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/FindlingNS19,
author = {Rainhard Dieter Findling and
Le Ngu Nguyen and
Stephan Sigg},
editor = {Ignacio Rojas and
Gonzalo Joya and
Andreu Catal{\`{a}}},
title = {Closed-Eye Gaze Gestures: Detection and Recognition of Closed-Eye
Movements with Cameras in Smart Glasses},
booktitle = {Advances in Computational Intelligence - 15th International Work-Conference
on Artificial Neural Networks, {IWANN} 2019, Gran Canaria, Spain,
June 12-14, 2019, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {11506},
pages = {322--334},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-20521-8\_27},
doi = {10.1007/978-3-030-20521-8\_27},
timestamp = {Fri, 05 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iwann/FindlingNS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/GallicchioM19,
author = {Claudio Gallicchio and
Alessio Micheli},
editor = {Ignacio Rojas and
Gonzalo Joya and
Andreu Catal{\`{a}}},
title = {Richness of Deep Echo State Network Dynamics},
booktitle = {Advances in Computational Intelligence - 15th International Work-Conference
on Artificial Neural Networks, {IWANN} 2019, Gran Canaria, Spain,
June 12-14, 2019, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {11506},
pages = {480--491},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-20521-8\_40},
doi = {10.1007/978-3-030-20521-8\_40},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iwann/GallicchioM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/GarciaZGHHRSALR19,
author = {Liliana Garc{\'{\i}}a and
Maud Zak and
Celestin Grenier and
Solene Hanrio and
Dorine Henry and
Romain Randriamanantena and
Catherine Semal and
Jean{-}Marc Andr{\'{e}} and
V{\'{e}}ronique Lespinet{-}Najib and
Ricardo Ron{-}Angevin},
editor = {Ignacio Rojas and
Gonzalo Joya and
Andreu Catal{\`{a}}},
title = {Is Stress State an Important Factor in the {BCI-P300} Speller Performance?},
booktitle = {Advances in Computational Intelligence - 15th International Work-Conference
on Artificial Neural Networks, {IWANN} 2019, Gran Canaria, Spain,
June 12-14, 2019, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {11506},
pages = {442--454},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-20521-8\_37},
doi = {10.1007/978-3-030-20521-8\_37},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iwann/GarciaZGHHRSALR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/GemblerSRV19,
author = {Felix Gembler and
Piotr Stawicki and
Aya Rezeika and
Ivan Volosyak},
editor = {Ignacio Rojas and
Gonzalo Joya and
Andreu Catal{\`{a}}},
title = {A Comparison of cVEP-Based BCI-Performance Between Different Age Groups},
booktitle = {Advances in Computational Intelligence - 15th International Work-Conference
on Artificial Neural Networks, {IWANN} 2019, Gran Canaria, Spain,
June 12-14, 2019, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {11506},
pages = {394--405},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-20521-8\_33},
doi = {10.1007/978-3-030-20521-8\_33},
timestamp = {Fri, 05 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iwann/GemblerSRV19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/GergelF19,
author = {Peter Gergel and
Igor Farkas},
editor = {Ignacio Rojas and
Gonzalo Joya and
Andreu Catal{\`{a}}},
title = {Echo State Networks with Artificial Astrocytes and Hebbian Connections},
booktitle = {Advances in Computational Intelligence - 15th International Work-Conference
on Artificial Neural Networks, {IWANN} 2019, Gran Canaria, Spain,
June 12-14, 2019, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {11506},
pages = {457--466},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-20521-8\_38},
doi = {10.1007/978-3-030-20521-8\_38},
timestamp = {Wed, 05 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iwann/GergelF19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/Godoy-RosarioRQ19,
author = {Jos{\'{e}} A. Godoy{-}Rosario and
Antonio G. Ravelo{-}Garc{\'{\i}}a and
Pedro J. Quintana{-}Morales and
Juan L. Navarro{-}Mesa},
editor = {Ignacio Rojas and
Gonzalo Joya and
Andreu Catal{\`{a}}},
title = {An Approach to Rain Detection Using Sobel Image Pre-processing and
Convolutional Neuronal Networks},
booktitle = {Advances in Computational Intelligence - 15th International Work-Conference
on Artificial Neural Networks, {IWANN} 2019, Gran Canaria, Spain,
June 12-14, 2019, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {11506},
pages = {27--38},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-20521-8\_3},
doi = {10.1007/978-3-030-20521-8\_3},
timestamp = {Fri, 05 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iwann/Godoy-RosarioRQ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/Gonzalez-Enrique19,
author = {Javier Gonz{\'{a}}lez{-}Enrique and
Juan Jes{\'{u}}s Ruiz{-}Aguilar and
Jos{\'{e}} Antonio Moscoso L{\'{o}}pez and
Steffanie Van Roode and
Daniel Urda and
Ignacio J. Turias},
editor = {Ignacio Rojas and
Gonzalo Joya and
Andreu Catal{\`{a}}},
title = {A Genetic Algorithm and Neural Network Stacking Ensemble Approach
to Improve {NO2} Level Estimations},
booktitle = {Advances in Computational Intelligence - 15th International Work-Conference
on Artificial Neural Networks, {IWANN} 2019, Gran Canaria, Spain,
June 12-14, 2019, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {11506},
pages = {856--867},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-20521-8\_70},
doi = {10.1007/978-3-030-20521-8\_70},
timestamp = {Fri, 05 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iwann/Gonzalez-Enrique19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/GrichnikBV19,
author = {Roland Grichnik and
Mihaly Benda and
Ivan Volosyak},
editor = {Ignacio Rojas and
Gonzalo Joya and
Andreu Catal{\`{a}}},
title = {A VR-Based Hybrid {BCI} Using {SSVEP} and Gesture Input},
booktitle = {Advances in Computational Intelligence - 15th International Work-Conference
on Artificial Neural Networks, {IWANN} 2019, Gran Canaria, Spain,
June 12-14, 2019, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {11506},
pages = {418--429},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-20521-8\_35},
doi = {10.1007/978-3-030-20521-8\_35},
timestamp = {Fri, 05 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iwann/GrichnikBV19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/GruskaR19,
author = {Damas P. Gruska and
M. Carmen Ruiz},
editor = {Ignacio Rojas and
Gonzalo Joya and
Andreu Catal{\`{a}}},
title = {Security Testing for Multi-Agent Systems},
booktitle = {Advances in Computational Intelligence - 15th International Work-Conference
on Artificial Neural Networks, {IWANN} 2019, Gran Canaria, Spain,
June 12-14, 2019, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {11506},
pages = {703--715},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-20521-8\_58},
doi = {10.1007/978-3-030-20521-8\_58},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iwann/GruskaR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/Guerra-MorenoNR19,
author = {Iv{\'{a}}n Guerra Moreno and
Juan L. Navarro{-}Mesa and
Antonio G. Ravelo{-}Garc{\'{\i}}a and
Carmen Paz Su{\'{a}}rez Araujo},
editor = {Ignacio Rojas and
Gonzalo Joya and
Andreu Catal{\`{a}}},
title = {On the Application of a Recurrent Neural Network for Rainfall Quantification
Based on the Received Signal from Microwave Links},
booktitle = {Advances in Computational Intelligence - 15th International Work-Conference
on Artificial Neural Networks, {IWANN} 2019, Gran Canaria, Spain,
June 12-14, 2019, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {11506},
pages = {39--51},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-20521-8\_4},
doi = {10.1007/978-3-030-20521-8\_4},
timestamp = {Mon, 22 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iwann/Guerra-MorenoNR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/HuSCL19,
author = {Yao Hu and
Xiaoyan Sun and
Yang Chen and
Zishuai Lu},
editor = {Ignacio Rojas and
Gonzalo Joya and
Andreu Catal{\`{a}}},
title = {Model and Feature Aggregation Based Federated Learning for Multi-sensor
Time Series Trend Following},
booktitle = {Advances in Computational Intelligence - 15th International Work-Conference
on Artificial Neural Networks, {IWANN} 2019, Gran Canaria, Spain,
June 12-14, 2019, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {11506},
pages = {233--246},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-20521-8\_20},
doi = {10.1007/978-3-030-20521-8\_20},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iwann/HuSCL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/IbiasG019,
author = {Alfredo Ibias and
David Gri{\~{n}}{\'{a}}n and
Manuel N{\'{u}}{\~{n}}ez},
editor = {Ignacio Rojas and
Gonzalo Joya and
Andreu Catal{\`{a}}},
title = {{GPTSG:} {A} Genetic Programming Test Suite Generator Using Information
Theory Measures},
booktitle = {Advances in Computational Intelligence - 15th International Work-Conference
on Artificial Neural Networks, {IWANN} 2019, Gran Canaria, Spain,
June 12-14, 2019, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {11506},
pages = {716--728},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-20521-8\_59},
doi = {10.1007/978-3-030-20521-8\_59},
timestamp = {Fri, 19 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iwann/IbiasG019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/InacioA19,
author = {Sofia I. In{\'{a}}cio and
Joaquim A. R. Azevedo},
editor = {Ignacio Rojas and
Gonzalo Joya and
Andreu Catal{\`{a}}},
title = {Ambient Temperature Estimation Using {WSN} Links and Gaussian Process
Regression},
booktitle = {Advances in Computational Intelligence - 15th International Work-Conference
on Artificial Neural Networks, {IWANN} 2019, Gran Canaria, Spain,
June 12-14, 2019, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {11506},
pages = {52--62},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-20521-8\_5},
doi = {10.1007/978-3-030-20521-8\_5},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iwann/InacioA19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/IzoninGTLMK19,
author = {Ivan Izonin and
Michal Gregus and
Roman Tkachenko and
Mykola Logoyda and
Oleksandra Mishchuk and
Yurii Kynash},
editor = {Ignacio Rojas and
Gonzalo Joya and
Andreu Catal{\`{a}}},
title = {SGD-Based Wiener Polynomial Approximation for Missing Data Recovery
in Air Pollution Monitoring Dataset},
booktitle = {Advances in Computational Intelligence - 15th International Work-Conference
on Artificial Neural Networks, {IWANN} 2019, Gran Canaria, Spain,
June 12-14, 2019, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {11506},
pages = {781--793},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-20521-8\_64},
doi = {10.1007/978-3-030-20521-8\_64},
timestamp = {Fri, 05 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iwann/IzoninGTLMK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/IzoninTKTG19,
author = {Ivan Izonin and
Roman Tkachenko and
Natalia Kryvinska and
Pavlo Tkachenko and
Michal Gregus},
editor = {Ignacio Rojas and
Gonzalo Joya and
Andreu Catal{\`{a}}},
title = {Multiple Linear Regression Based on Coefficients Identification Using
Non-iterative {SGTM} Neural-like Structure},
booktitle = {Advances in Computational Intelligence - 15th International Work-Conference
on Artificial Neural Networks, {IWANN} 2019, Gran Canaria, Spain,
June 12-14, 2019, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {11506},
pages = {467--479},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-20521-8\_39},
doi = {10.1007/978-3-030-20521-8\_39},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iwann/IzoninTKTG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/JacquenetBL19,
author = {Fran{\c{c}}ois Jacquenet and
Marc Bernard and
Christine Largeron},
editor = {Ignacio Rojas and
Gonzalo Joya and
Andreu Catal{\`{a}}},
title = {Meeting Summarization, {A} Challenge for Deep Learning},
booktitle = {Advances in Computational Intelligence - 15th International Work-Conference
on Artificial Neural Networks, {IWANN} 2019, Gran Canaria, Spain,
June 12-14, 2019, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {11506},
pages = {644--655},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-20521-8\_53},
doi = {10.1007/978-3-030-20521-8\_53},
timestamp = {Wed, 05 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iwann/JacquenetBL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/KordestaniRCTS19,
author = {Mojtaba Kordestani and
Milad Rezamand and
Rupp Carriveau and
David S. K. Ting and
Mehrdad Saif},
editor = {Ignacio Rojas and
Gonzalo Joya and
Andreu Catal{\`{a}}},
title = {Failure Diagnosis of Wind Turbine Bearing Using Feature Extraction
and a Neuro-Fuzzy Inference System {(ANFIS)}},
booktitle = {Advances in Computational Intelligence - 15th International Work-Conference
on Artificial Neural Networks, {IWANN} 2019, Gran Canaria, Spain,
June 12-14, 2019, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {11506},
pages = {545--556},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-20521-8\_45},
doi = {10.1007/978-3-030-20521-8\_45},
timestamp = {Fri, 05 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iwann/KordestaniRCTS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/LeonOO19,
author = {Javier Le{\'{o}}n and
Julio Ortega and
Andr{\'{e}}s Ortiz},
editor = {Ignacio Rojas and
Gonzalo Joya and
Andreu Catal{\`{a}}},
title = {Convolutional Neural Networks and Feature Selection for {BCI} with
Multiresolution Analysis},
booktitle = {Advances in Computational Intelligence - 15th International Work-Conference
on Artificial Neural Networks, {IWANN} 2019, Gran Canaria, Spain,
June 12-14, 2019, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {11506},
pages = {883--894},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-20521-8\_72},
doi = {10.1007/978-3-030-20521-8\_72},
timestamp = {Thu, 28 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iwann/LeonOO19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/Lopez-GarciaJFV19,
author = {Guillermo L{\'{o}}pez{-}Garc{\'{\i}}a and
Jos{\'{e}} M. Jerez and
Leonardo Franco and
Francisco J. Veredas},
editor = {Ignacio Rojas and
Gonzalo Joya and
Andreu Catal{\`{a}}},
title = {A Transfer-Learning Approach to Feature Extraction from Cancer Transcriptomes
with Deep Autoencoders},
booktitle = {Advances in Computational Intelligence - 15th International Work-Conference
on Artificial Neural Networks, {IWANN} 2019, Gran Canaria, Spain,
June 12-14, 2019, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {11506},
pages = {912--924},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-20521-8\_74},
doi = {10.1007/978-3-030-20521-8\_74},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iwann/Lopez-GarciaJFV19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/LopezRUGT19,
author = {Jos{\'{e}} Antonio Moscoso L{\'{o}}pez and
Juan Jes{\'{u}}s Ruiz{-}Aguilar and
Daniel Urda and
Javier Gonz{\'{a}}lez{-}Enrique and
Ignacio Jos{\'{e}} Turias},
editor = {Ignacio Rojas and
Gonzalo Joya and
Andreu Catal{\`{a}}},
title = {Ro-Ro Freight Forecasting Based on an {ANN-SVR} Hybrid Approach. Case
of the Strait of Gibraltar},
booktitle = {Advances in Computational Intelligence - 15th International Work-Conference
on Artificial Neural Networks, {IWANN} 2019, Gran Canaria, Spain,
June 12-14, 2019, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {11506},
pages = {818--831},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-20521-8\_67},
doi = {10.1007/978-3-030-20521-8\_67},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iwann/LopezRUGT19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/LozaP19,
author = {Carlos A. Loza and
Jos{\'{e}} C. Pr{\'{\i}}ncipe},
editor = {Ignacio Rojas and
Gonzalo Joya and
Andreu Catal{\`{a}}},
title = {The Generalized Sleep Spindles Detector: {A} Generative Model Approach
on Single-Channel EEGs},
booktitle = {Advances in Computational Intelligence - 15th International Work-Conference
on Artificial Neural Networks, {IWANN} 2019, Gran Canaria, Spain,
June 12-14, 2019, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {11506},
pages = {127--138},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-20521-8\_11},
doi = {10.1007/978-3-030-20521-8\_11},
timestamp = {Thu, 06 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iwann/LozaP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/MartinezCRF19,
author = {Francisco Mart{\'{\i}}nez and
Francisco Charte and
Antonio J. Rivera and
Mar{\'{\i}}a Pilar Fr{\'{\i}}as},
editor = {Ignacio Rojas and
Gonzalo Joya and
Andreu Catal{\`{a}}},
title = {Automatic Time Series Forecasting with {GRNN:} {A} Comparison with
Other Models},
booktitle = {Advances in Computational Intelligence - 15th International Work-Conference
on Artificial Neural Networks, {IWANN} 2019, Gran Canaria, Spain,
June 12-14, 2019, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {11506},
pages = {198--209},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-20521-8\_17},
doi = {10.1007/978-3-030-20521-8\_17},
timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iwann/MartinezCRF19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/MatiasMKGN19,
author = {Alan L. S. Matias and
C{\'{e}}sar L. C. Mattos and
Tommi K{\"{a}}rkk{\"{a}}inen and
Jo{\~{a}}o P. P. Gomes and
Ajalmar R. da Rocha Neto},
editor = {Ignacio Rojas and
Gonzalo Joya and
Andreu Catal{\`{a}}},
title = {OnMLM: An Online Formulation for the Minimal Learning Machine},
booktitle = {Advances in Computational Intelligence - 15th International Work-Conference
on Artificial Neural Networks, {IWANN} 2019, Gran Canaria, Spain,
June 12-14, 2019, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {11506},
pages = {557--568},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-20521-8\_46},
doi = {10.1007/978-3-030-20521-8\_46},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iwann/MatiasMKGN19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/MignanB19,
author = {Arnaud Mignan and
Marco Broccardo},
editor = {Ignacio Rojas and
Gonzalo Joya and
Andreu Catal{\`{a}}},
title = {A Deeper Look into 'Deep Learning of Aftershock Patterns Following
Large Earthquakes': Illustrating First Principles in Neural Network
Physical Interpretability},
booktitle = {Advances in Computational Intelligence - 15th International Work-Conference
on Artificial Neural Networks, {IWANN} 2019, Gran Canaria, Spain,
June 12-14, 2019, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {11506},
pages = {3--14},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-20521-8\_1},
doi = {10.1007/978-3-030-20521-8\_1},
timestamp = {Fri, 05 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iwann/MignanB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/Molina-CabelloP19,
author = {Miguel A. Molina{-}Cabello and
Benjamin N. Passow and
Enrique Dom{\'{\i}}nguez and
David A. Elizondo and
Jolanta Obszynska},
editor = {Ignacio Rojas and
Gonzalo Joya and
Andreu Catal{\`{a}}},
title = {Infering Air Quality from Traffic Data Using Transferable Neural Network
Models},
booktitle = {Advances in Computational Intelligence - 15th International Work-Conference
on Artificial Neural Networks, {IWANN} 2019, Gran Canaria, Spain,
June 12-14, 2019, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {11506},
pages = {832--843},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-20521-8\_68},
doi = {10.1007/978-3-030-20521-8\_68},
timestamp = {Wed, 05 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iwann/Molina-CabelloP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/MoudhgalyaDGSV19,
author = {Nithish B. Moudhgalya and
Siddharth Divi and
V. Adithya Ganesan and
S. Sharan Sundar and
Vineeth Vijayaraghavan},
editor = {Ignacio Rojas and
Gonzalo Joya and
Andreu Catal{\`{a}}},
title = {DeepTrace: {A} Generic Framework for Time Series Forecasting},
booktitle = {Advances in Computational Intelligence - 15th International Work-Conference
on Artificial Neural Networks, {IWANN} 2019, Gran Canaria, Spain,
June 12-14, 2019, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {11506},
pages = {139--151},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-20521-8\_12},
doi = {10.1007/978-3-030-20521-8\_12},
timestamp = {Wed, 05 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iwann/MoudhgalyaDGSV19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/MuaazAP19,
author = {Muhammad Muaaz and
Ahmed Abdelgawwad and
Matthias P{\"{a}}tzold},
editor = {Ignacio Rojas and
Gonzalo Joya and
Andreu Catal{\`{a}}},
title = {The Influence of Human Walking Activities on the Doppler Characteristics
of Non-stationary Indoor Channel Models},
booktitle = {Advances in Computational Intelligence - 15th International Work-Conference
on Artificial Neural Networks, {IWANN} 2019, Gran Canaria, Spain,
June 12-14, 2019, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {11506},
pages = {297--309},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-20521-8\_25},
doi = {10.1007/978-3-030-20521-8\_25},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iwann/MuaazAP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/MunozRGD19,
author = {Daniel Urda Mu{\~{n}}oz and
Juan Jes{\'{u}}s Ruiz{-}Aguilar and
Javier Gonz{\'{a}}lez{-}Enrique and
Ignacio Turias Dom{\'{\i}}nguez},
editor = {Ignacio Rojas and
Gonzalo Joya and
Andreu Catal{\`{a}}},
title = {A Deep Ensemble Neural Network Approach to Improve Predictions of
Container Inspection Volume},
booktitle = {Advances in Computational Intelligence - 15th International Work-Conference
on Artificial Neural Networks, {IWANN} 2019, Gran Canaria, Spain,
June 12-14, 2019, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {11506},
pages = {806--817},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-20521-8\_66},
doi = {10.1007/978-3-030-20521-8\_66},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iwann/MunozRGD19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/Nimo-JarquezRRY19,
author = {Dami{\'{a}}n Nimo{-}J{\'{a}}rquez and
Magaly Margarita Narvaez{-}Rios and
Mario Rivas{-}S{\'{a}}nchez and
Andr{\'{e}}s Y{\'{a}}{\~{n}}ez and
Guillermo B{\'{a}}rcena{-}Gonz{\'{a}}lez and
Maria De La Paz Guerrero{-}Lebrero and
Elisa Guerrero and
Pedro L. Galindo},
editor = {Ignacio Rojas and
Gonzalo Joya and
Andreu Catal{\`{a}}},
title = {{AL4LA:} Active Learning for Text Labeling Based on Paragraph Vectors},
booktitle = {Advances in Computational Intelligence - 15th International Work-Conference
on Artificial Neural Networks, {IWANN} 2019, Gran Canaria, Spain,
June 12-14, 2019, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {11506},
pages = {679--687},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-20521-8\_56},
doi = {10.1007/978-3-030-20521-8\_56},
timestamp = {Tue, 16 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iwann/Nimo-JarquezRRY19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/OsowskaO19,
author = {Aleksandra Osowska and
Stanislaw Osowski},
editor = {Ignacio Rojas and
Gonzalo Joya and
Andreu Catal{\`{a}}},
title = {Voice Command Recognition Using Statistical Signal Processing and
{SVM}},
booktitle = {Advances in Computational Intelligence - 15th International Work-Conference
on Artificial Neural Networks, {IWANN} 2019, Gran Canaria, Spain,
June 12-14, 2019, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {11506},
pages = {65--73},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-20521-8\_6},
doi = {10.1007/978-3-030-20521-8\_6},
timestamp = {Wed, 05 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iwann/OsowskaO19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/ParchetaSCR19,
author = {Zuzanna Parcheta and
Germ{\'{a}}n Sanchis{-}Trilles and
Francisco Casacuberta and
Robin Redahl},
editor = {Ignacio Rojas and
Gonzalo Joya and
Andreu Catal{\`{a}}},
title = {Multi-input {CNN} for Text Classification in Commercial Scenarios},
booktitle = {Advances in Computational Intelligence - 15th International Work-Conference
on Artificial Neural Networks, {IWANN} 2019, Gran Canaria, Spain,
June 12-14, 2019, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {11506},
pages = {596--608},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-20521-8\_49},
doi = {10.1007/978-3-030-20521-8\_49},
timestamp = {Wed, 05 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iwann/ParchetaSCR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/PinedaRBC19,
author = {Aruane Mello Pineda and
Fernando Manuel Ramos and
Luiz Eduardo Betting and
Andriana S. L. O. Campanharo},
editor = {Ignacio Rojas and
Gonzalo Joya and
Andreu Catal{\`{a}}},
title = {Use of Complex Networks for the Automatic Detection and the Diagnosis
of Alzheimer's Disease},
booktitle = {Advances in Computational Intelligence - 15th International Work-Conference
on Artificial Neural Networks, {IWANN} 2019, Gran Canaria, Spain,
June 12-14, 2019, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {11506},
pages = {115--126},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-20521-8\_10},
doi = {10.1007/978-3-030-20521-8\_10},
timestamp = {Mon, 11 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iwann/PinedaRBC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/PolotskyiDIMA19,
author = {Serhii Polotskyi and
Ivan Deriuga and
Tetiana Ignatova and
Volodymyr Melnyk and
Hennadii Azarov},
editor = {Ignacio Rojas and
Gonzalo Joya and
Andreu Catal{\`{a}}},
title = {Improving Online Handwriting Text/Non-text Classification Accuracy
Under Condition of Stroke Context Absence},
booktitle = {Advances in Computational Intelligence - 15th International Work-Conference
on Artificial Neural Networks, {IWANN} 2019, Gran Canaria, Spain,
June 12-14, 2019, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {11506},
pages = {210--221},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-20521-8\_18},
doi = {10.1007/978-3-030-20521-8\_18},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iwann/PolotskyiDIMA19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/RavikumarKTC19,
author = {Karumanchi Ravikumar and
Kriti Kumar and
Naveen Kumar Thokala and
M. Girish Chandra},
editor = {Ignacio Rojas and
Gonzalo Joya and
Andreu Catal{\`{a}}},
title = {Enterprise System Response Time Prediction Using Non-stationary Function
Approximations},
booktitle = {Advances in Computational Intelligence - 15th International Work-Conference
on Artificial Neural Networks, {IWANN} 2019, Gran Canaria, Spain,
June 12-14, 2019, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {11506},
pages = {74--87},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-20521-8\_7},
doi = {10.1007/978-3-030-20521-8\_7},
timestamp = {Wed, 27 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iwann/RavikumarKTC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/SaboorBGV19,
author = {Abdul Saboor and
Mihaly Benda and
Felix Gembler and
Ivan Volosyak},
editor = {Ignacio Rojas and
Gonzalo Joya and
Andreu Catal{\`{a}}},
title = {Word Prediction Support Model for SSVEP-Based {BCI} Web Speller},
booktitle = {Advances in Computational Intelligence - 15th International Work-Conference
on Artificial Neural Networks, {IWANN} 2019, Gran Canaria, Spain,
June 12-14, 2019, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {11506},
pages = {430--441},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-20521-8\_36},
doi = {10.1007/978-3-030-20521-8\_36},
timestamp = {Fri, 05 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iwann/SaboorBGV19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/Sanchis-FontBG19,
author = {Rosario Sanchis{-}Font and
Mar{\'{\i}}a Jos{\'{e}} Castro Bleda and
Jos{\'{e}}{-}{\'{A}}ngel Gonz{\'{a}}lez},
editor = {Ignacio Rojas and
Gonzalo Joya and
Andreu Catal{\`{a}}},
title = {Applying Sentiment Analysis with Cross-Domain Models to Evaluate User
eXperience in Virtual Learning Environments},
booktitle = {Advances in Computational Intelligence - 15th International Work-Conference
on Artificial Neural Networks, {IWANN} 2019, Gran Canaria, Spain,
June 12-14, 2019, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {11506},
pages = {609--620},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-20521-8\_50},
doi = {10.1007/978-3-030-20521-8\_50},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iwann/Sanchis-FontBG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/ShakeelBASKH19,
author = {Muhammad Faique Shakeel and
Nabit A. Bajwa and
Ahmad Muhammad Anwaar and
Anabia Sohail and
Asifullah Khan and
Haroon{-}Ur{-}Rashid Khan},
editor = {Ignacio Rojas and
Gonzalo Joya and
Andreu Catal{\`{a}}},
title = {Detecting Driver Drowsiness in Real Time Through Deep Learning Based
Object Detection},
booktitle = {Advances in Computational Intelligence - 15th International Work-Conference
on Artificial Neural Networks, {IWANN} 2019, Gran Canaria, Spain,
June 12-14, 2019, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {11506},
pages = {283--296},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-20521-8\_24},
doi = {10.1007/978-3-030-20521-8\_24},
timestamp = {Tue, 16 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iwann/ShakeelBASKH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/SkawinskiRFS19,
author = {Kacper Skawinski and
Ferran Montraveta Roca and
Rainhard Dieter Findling and
Stephan Sigg},
editor = {Ignacio Rojas and
Gonzalo Joya and
Andreu Catal{\`{a}}},
title = {Workout Type Recognition and Repetition Counting with CNNs from 3D
Acceleration Sensed on the Chest},
booktitle = {Advances in Computational Intelligence - 15th International Work-Conference
on Artificial Neural Networks, {IWANN} 2019, Gran Canaria, Spain,
June 12-14, 2019, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {11506},
pages = {347--359},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-20521-8\_29},
doi = {10.1007/978-3-030-20521-8\_29},
timestamp = {Fri, 05 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iwann/SkawinskiRFS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/StawickiGGV19,
author = {Piotr Stawicki and
Felix Gembler and
Roland Grichnik and
Ivan Volosyak},
editor = {Ignacio Rojas and
Gonzalo Joya and
Andreu Catal{\`{a}}},
title = {Remote Steering of a Mobile Robotic Car by Means of VR-Based {SSVEP}
{BCI}},
booktitle = {Advances in Computational Intelligence - 15th International Work-Conference
on Artificial Neural Networks, {IWANN} 2019, Gran Canaria, Spain,
June 12-14, 2019, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {11506},
pages = {406--417},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-20521-8\_34},
doi = {10.1007/978-3-030-20521-8\_34},
timestamp = {Sat, 10 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iwann/StawickiGGV19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/StoeanSSJ19,
author = {Ruxandra Stoean and
Catalin Stoean and
Adriana Samide and
Gonzalo Joya},
editor = {Ignacio Rojas and
Gonzalo Joya and
Andreu Catal{\`{a}}},
title = {Convolutional Neural Network Learning Versus Traditional Segmentation
for the Approximation of the Degree of Defective Surface in Titanium
for Implantable Medical Devices},
booktitle = {Advances in Computational Intelligence - 15th International Work-Conference
on Artificial Neural Networks, {IWANN} 2019, Gran Canaria, Spain,
June 12-14, 2019, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {11506},
pages = {871--882},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-20521-8\_71},
doi = {10.1007/978-3-030-20521-8\_71},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iwann/StoeanSSJ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/SuleaY19,
author = {Octavia{-}Maria Sulea and
Steve Young},
editor = {Ignacio Rojas and
Gonzalo Joya and
Andreu Catal{\`{a}}},
title = {Unsupervised Inflection Generation Using Neural Language Modelling},
booktitle = {Advances in Computational Intelligence - 15th International Work-Conference
on Artificial Neural Networks, {IWANN} 2019, Gran Canaria, Spain,
June 12-14, 2019, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {11506},
pages = {668--678},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-20521-8\_55},
doi = {10.1007/978-3-030-20521-8\_55},
timestamp = {Wed, 05 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iwann/SuleaY19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/ThokalaKCR19,
author = {Naveen Kumar Thokala and
Kriti Kumar and
M. Girish Chandra and
Karumanchi Ravikumar},
editor = {Ignacio Rojas and
Gonzalo Joya and
Andreu Catal{\`{a}}},
title = {Long-Term Forecasting of Heterogenous Variables with Automatic Algorithm
Selection},
booktitle = {Advances in Computational Intelligence - 15th International Work-Conference
on Artificial Neural Networks, {IWANN} 2019, Gran Canaria, Spain,
June 12-14, 2019, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {11506},
pages = {186--197},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-20521-8\_16},
doi = {10.1007/978-3-030-20521-8\_16},
timestamp = {Wed, 05 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iwann/ThokalaKCR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/ThokalaSC19,
author = {Naveen Kumar Thokala and
S. Spoorthy and
M. Girish Chandra},
editor = {Ignacio Rojas and
Gonzalo Joya and
Andreu Catal{\`{a}}},
title = {A Scalable Long-Horizon Forecasting of Building Electricity Consumption},
booktitle = {Advances in Computational Intelligence - 15th International Work-Conference
on Artificial Neural Networks, {IWANN} 2019, Gran Canaria, Spain,
June 12-14, 2019, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {11506},
pages = {174--185},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-20521-8\_15},
doi = {10.1007/978-3-030-20521-8\_15},
timestamp = {Wed, 05 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iwann/ThokalaSC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/TomanikBC19,
author = {Gustavo H. Tomanik and
Luiz Eduardo Betting and
Andriana S. L. O. Campanharo},
editor = {Ignacio Rojas and
Gonzalo Joya and
Andreu Catal{\`{a}}},
title = {Automatic Identification of Interictal Epileptiform Discharges with
the Use of Complex Networks},
booktitle = {Advances in Computational Intelligence - 15th International Work-Conference
on Artificial Neural Networks, {IWANN} 2019, Gran Canaria, Spain,
June 12-14, 2019, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {11506},
pages = {152--161},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-20521-8\_13},
doi = {10.1007/978-3-030-20521-8\_13},
timestamp = {Mon, 22 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iwann/TomanikBC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/TorresGTM19,
author = {Jos{\'{e}} F. Torres and
David Guti{\'{e}}rrez{-}Avil{\'{e}}s and
Alicia Troncoso and
Francisco Mart{\'{\i}}nez{-}{\'{A}}lvarez},
editor = {Ignacio Rojas and
Gonzalo Joya and
Andreu Catal{\`{a}}},
title = {Random Hyper-parameter Search-Based Deep Neural Network for Power
Consumption Forecasting},
booktitle = {Advances in Computational Intelligence - 15th International Work-Conference
on Artificial Neural Networks, {IWANN} 2019, Gran Canaria, Spain,
June 12-14, 2019, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {11506},
pages = {259--269},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-20521-8\_22},
doi = {10.1007/978-3-030-20521-8\_22},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iwann/TorresGTM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/UbanD19,
author = {Ana Sabina Uban and
Liviu P. Dinu},
editor = {Ignacio Rojas and
Gonzalo Joya and
Andreu Catal{\`{a}}},
title = {On Transfer Learning for Detecting Abusive Language Online},
booktitle = {Advances in Computational Intelligence - 15th International Work-Conference
on Artificial Neural Networks, {IWANN} 2019, Gran Canaria, Spain,
June 12-14, 2019, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {11506},
pages = {688--700},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-20521-8\_57},
doi = {10.1007/978-3-030-20521-8\_57},
timestamp = {Thu, 23 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iwann/UbanD19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/ViedmaROD19,
author = {Daniel Trujillo Viedma and
Antonio Jes{\'{u}}s Rivera Rivas and
Francisco Charte Ojeda and
Mar{\'{\i}}a Jos{\'{e}} del Jesus D{\'{\i}}az},
editor = {Ignacio Rojas and
Gonzalo Joya and
Andreu Catal{\`{a}}},
title = {A First Approximation to the Effects of Classical Time Series Preprocessing
Methods on {LSTM} Accuracy},
booktitle = {Advances in Computational Intelligence - 15th International Work-Conference
on Artificial Neural Networks, {IWANN} 2019, Gran Canaria, Spain,
June 12-14, 2019, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {11506},
pages = {270--280},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-20521-8\_23},
doi = {10.1007/978-3-030-20521-8\_23},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iwann/ViedmaROD19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/Wei19,
author = {Hua{-}Liang Wei},
editor = {Ignacio Rojas and
Gonzalo Joya and
Andreu Catal{\`{a}}},
title = {Boosting Wavelet Neural Networks Using Evolutionary Algorithms for
Short-Term Wind Speed Time Series Forecasting},
booktitle = {Advances in Computational Intelligence - 15th International Work-Conference
on Artificial Neural Networks, {IWANN} 2019, Gran Canaria, Spain,
June 12-14, 2019, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {11506},
pages = {15--26},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-20521-8\_2},
doi = {10.1007/978-3-030-20521-8\_2},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iwann/Wei19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/Wei19a,
author = {Hua{-}Liang Wei},
editor = {Ignacio Rojas and
Gonzalo Joya and
Andreu Catal{\`{a}}},
title = {Sparse, Interpretable and Transparent Predictive Model Identification
for Healthcare Data Analysis},
booktitle = {Advances in Computational Intelligence - 15th International Work-Conference
on Artificial Neural Networks, {IWANN} 2019, Gran Canaria, Spain,
June 12-14, 2019, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {11506},
pages = {103--114},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-20521-8\_9},
doi = {10.1007/978-3-030-20521-8\_9},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iwann/Wei19a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/WysockiDEKC19,
author = {Oskar Wysocki and
Lipika Deka and
David A. Elizondo and
Jacek Kropiwnicki and
Jacek Czyzewicz},
editor = {Ignacio Rojas and
Gonzalo Joya and
Andreu Catal{\`{a}}},
title = {Heavy Duty Vehicle Fuel Consumption Modelling Based on Exploitation
Data by Using Artificial Neural Networks},
booktitle = {Advances in Computational Intelligence - 15th International Work-Conference
on Artificial Neural Networks, {IWANN} 2019, Gran Canaria, Spain,
June 12-14, 2019, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {11506},
pages = {794--805},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-20521-8\_65},
doi = {10.1007/978-3-030-20521-8\_65},
timestamp = {Fri, 20 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iwann/WysockiDEKC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/XieR19,
author = {Meiyan Xie and
Usman Roshan},
editor = {Ignacio Rojas and
Gonzalo Joya and
Andreu Catal{\`{a}}},
title = {Exploring Classification, Clustering, and Its Limits in a Compressed
Hidden Space of a Single Layer Neural Network with Random Weights},
booktitle = {Advances in Computational Intelligence - 15th International Work-Conference
on Artificial Neural Networks, {IWANN} 2019, Gran Canaria, Spain,
June 12-14, 2019, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {11506},
pages = {507--516},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-20521-8\_42},
doi = {10.1007/978-3-030-20521-8\_42},
timestamp = {Wed, 05 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iwann/XieR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/XueR19,
author = {Yunzhe Xue and
Usman Roshan},
editor = {Ignacio Rojas and
Gonzalo Joya and
Andreu Catal{\`{a}}},
title = {Image Classification and Retrieval with Random Depthwise Signed Convolutional
Neural Networks},
booktitle = {Advances in Computational Intelligence - 15th International Work-Conference
on Artificial Neural Networks, {IWANN} 2019, Gran Canaria, Spain,
June 12-14, 2019, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {11506},
pages = {492--506},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-20521-8\_41},
doi = {10.1007/978-3-030-20521-8\_41},
timestamp = {Wed, 05 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iwann/XueR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/iwann/2019-1,
editor = {Ignacio Rojas and
Gonzalo Joya and
Andreu Catal{\`{a}}},
title = {Advances in Computational Intelligence - 15th International Work-Conference
on Artificial Neural Networks, {IWANN} 2019, Gran Canaria, Spain,
June 12-14, 2019, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {11506},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-20521-8},
doi = {10.1007/978-3-030-20521-8},
isbn = {978-3-030-20520-1},
timestamp = {Wed, 05 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iwann/2019-1.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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