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@proceedings{DBLP:conf/inns/2019,
editor = {Luca Oneto and
Nicol{\`{o}} Navarin and
Alessandro Sperduti and
Davide Anguita},
title = {Recent Advances in Big Data and Deep Learning, Proceedings of the
{INNS} Big Data and Deep Learning Conference {INNSBDDL} 2019, held
at Sestri Levante, Genova, Italy 16-18 April 2019},
publisher = {Springer},
year = {2020},
url = {https://link.springer.com/book/10.1007/978-3-030-16841-4},
doi = {10.1007/978-3-030-16841-4},
isbn = {978-3-030-16840-7},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/inns/2019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/inns/2019t,
editor = {Luca Oneto and
Nicol{\`{o}} Navarin and
Alessandro Sperduti and
Davide Anguita},
title = {Recent Trends in Learning From Data - Tutorials from the {INNS} Big
Data and Deep Learning Conference {(INNSBDDL} 2019)},
series = {Studies in Computational Intelligence},
volume = {896},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-43883-8},
doi = {10.1007/978-3-030-43883-8},
isbn = {978-3-030-43882-1},
timestamp = {Thu, 31 Mar 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/inns/2019t.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns/BacciuB19,
author = {Davide Bacciu and
Antonio Bruno},
editor = {Luca Oneto and
Nicol{\`{o}} Navarin and
Alessandro Sperduti and
Davide Anguita},
title = {Deep Tree Transductions - {A} Short Survey},
booktitle = {Recent Advances in Big Data and Deep Learning, Proceedings of the
{INNS} Big Data and Deep Learning Conference {INNSBDDL} 2019, held
at Sestri Levante, Genova, Italy 16-18 April 2019},
pages = {236--245},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-16841-4\_25},
doi = {10.1007/978-3-030-16841-4\_25},
timestamp = {Tue, 21 Mar 2023 21:03:10 +0100},
biburl = {https://dblp.org/rec/conf/inns/BacciuB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns/BacciuM19,
author = {Davide Bacciu and
Alessio Micheli},
editor = {Luca Oneto and
Nicol{\`{o}} Navarin and
Alessandro Sperduti and
Davide Anguita},
title = {Deep Learning for Graphs},
booktitle = {Recent Trends in Learning From Data - Tutorials from the {INNS} Big
Data and Deep Learning Conference {(INNSBDDL} 2019)},
series = {Studies in Computational Intelligence},
volume = {896},
pages = {99--127},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-43883-8\_5},
doi = {10.1007/978-3-030-43883-8\_5},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/inns/BacciuM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns/CampeseLSSA19,
author = {Stefano Campese and
Ivano Lauriola and
Cristina Scarpazza and
Giuseppe Sartori and
Fabio Aiolli},
editor = {Luca Oneto and
Nicol{\`{o}} Navarin and
Alessandro Sperduti and
Davide Anguita},
title = {Psychiatric Disorders Classification with 3D Convolutional Neural
Networks},
booktitle = {Recent Advances in Big Data and Deep Learning, Proceedings of the
{INNS} Big Data and Deep Learning Conference {INNSBDDL} 2019, held
at Sestri Levante, Genova, Italy 16-18 April 2019},
pages = {48--57},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-16841-4\_6},
doi = {10.1007/978-3-030-16841-4\_6},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/inns/CampeseLSSA19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns/CettoBXM19,
author = {Tomaso Cetto and
Jonathan Byrne and
Xiaofan Xu and
David Moloney},
editor = {Luca Oneto and
Nicol{\`{o}} Navarin and
Alessandro Sperduti and
Davide Anguita},
title = {Size/Accuracy Trade-Off in Convolutional Neural Networks: An Evolutionary
Approach},
booktitle = {Recent Advances in Big Data and Deep Learning, Proceedings of the
{INNS} Big Data and Deep Learning Conference {INNSBDDL} 2019, held
at Sestri Levante, Genova, Italy 16-18 April 2019},
pages = {17--26},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-16841-4\_3},
doi = {10.1007/978-3-030-16841-4\_3},
timestamp = {Wed, 08 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/inns/CettoBXM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns/ChadhaMS19,
author = {Gavneet Singh Chadha and
Elnaz Meydani and
Andreas Schwung},
editor = {Luca Oneto and
Nicol{\`{o}} Navarin and
Alessandro Sperduti and
Davide Anguita},
title = {Regularizing Neural Networks with Gradient Monitoring},
booktitle = {Recent Advances in Big Data and Deep Learning, Proceedings of the
{INNS} Big Data and Deep Learning Conference {INNSBDDL} 2019, held
at Sestri Levante, Genova, Italy 16-18 April 2019},
pages = {196--205},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-16841-4\_21},
doi = {10.1007/978-3-030-16841-4\_21},
timestamp = {Wed, 08 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/inns/ChadhaMS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns/CheungCL19,
author = {Siu Cheung and
Ziqi Chen and
Yanli Li},
editor = {Luca Oneto and
Nicol{\`{o}} Navarin and
Alessandro Sperduti and
Davide Anguita},
title = {Comparing the Estimations of Value-at-Risk Using Artificial Network
and Other Methods for Business Sectors},
booktitle = {Recent Advances in Big Data and Deep Learning, Proceedings of the
{INNS} Big Data and Deep Learning Conference {INNSBDDL} 2019, held
at Sestri Levante, Genova, Italy 16-18 April 2019},
pages = {267--275},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-16841-4\_28},
doi = {10.1007/978-3-030-16841-4\_28},
timestamp = {Wed, 08 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/inns/CheungCL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns/CipolliniMOTVA19,
author = {Francesca Cipollini and
Fabiana Miglianti and
Luca Oneto and
Giorgio Tani and
Michele Viviani and
Davide Anguita},
editor = {Luca Oneto and
Nicol{\`{o}} Navarin and
Alessandro Sperduti and
Davide Anguita},
title = {Cavitation Noise Spectra Prediction with Hybrid Models},
booktitle = {Recent Advances in Big Data and Deep Learning, Proceedings of the
{INNS} Big Data and Deep Learning Conference {INNSBDDL} 2019, held
at Sestri Levante, Genova, Italy 16-18 April 2019},
pages = {152--157},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-16841-4\_16},
doi = {10.1007/978-3-030-16841-4\_16},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/inns/CipolliniMOTVA19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns/CooperA19,
author = {Jessica Cooper and
Ognjen Arandjelovic},
editor = {Luca Oneto and
Nicol{\`{o}} Navarin and
Alessandro Sperduti and
Davide Anguita},
title = {Understanding Ancient Coin Images},
booktitle = {Recent Advances in Big Data and Deep Learning, Proceedings of the
{INNS} Big Data and Deep Learning Conference {INNSBDDL} 2019, held
at Sestri Levante, Genova, Italy 16-18 April 2019},
pages = {330--340},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-16841-4\_34},
doi = {10.1007/978-3-030-16841-4\_34},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/inns/CooperA19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns/CrescimannaG19,
author = {Vincenzo Crescimanna and
Bruce Graham},
editor = {Luca Oneto and
Nicol{\`{o}} Navarin and
Alessandro Sperduti and
Davide Anguita},
title = {An Information Theoretic Approach to the Autoencoder},
booktitle = {Recent Advances in Big Data and Deep Learning, Proceedings of the
{INNS} Big Data and Deep Learning Conference {INNSBDDL} 2019, held
at Sestri Levante, Genova, Italy 16-18 April 2019},
pages = {99--108},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-16841-4\_10},
doi = {10.1007/978-3-030-16841-4\_10},
timestamp = {Wed, 08 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/inns/CrescimannaG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns/FerraginaV19,
author = {Paolo Ferragina and
Giorgio Vinciguerra},
editor = {Luca Oneto and
Nicol{\`{o}} Navarin and
Alessandro Sperduti and
Davide Anguita},
title = {Learned Data Structures},
booktitle = {Recent Trends in Learning From Data - Tutorials from the {INNS} Big
Data and Deep Learning Conference {(INNSBDDL} 2019)},
series = {Studies in Computational Intelligence},
volume = {896},
pages = {5--41},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-43883-8\_2},
doi = {10.1007/978-3-030-43883-8\_2},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/inns/FerraginaV19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns/FranchiniGV19,
author = {Giorgia Franchini and
Mathilde Galinier and
Micaela Verucchi},
editor = {Luca Oneto and
Nicol{\`{o}} Navarin and
Alessandro Sperduti and
Davide Anguita},
title = {Mise en abyme with Artificial Intelligence: How to Predict the Accuracy
of NN, Applied to Hyper-parameter Tuning},
booktitle = {Recent Advances in Big Data and Deep Learning, Proceedings of the
{INNS} Big Data and Deep Learning Conference {INNSBDDL} 2019, held
at Sestri Levante, Genova, Italy 16-18 April 2019},
pages = {286--295},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-16841-4\_30},
doi = {10.1007/978-3-030-16841-4\_30},
timestamp = {Wed, 08 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/inns/FranchiniGV19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns/FurushoI19,
author = {Yasutaka Furusho and
Kazushi Ikeda},
editor = {Luca Oneto and
Nicol{\`{o}} Navarin and
Alessandro Sperduti and
Davide Anguita},
title = {Effects of Skip-Connection in ResNet and Batch-Normalization on Fisher
Information Matrix},
booktitle = {Recent Advances in Big Data and Deep Learning, Proceedings of the
{INNS} Big Data and Deep Learning Conference {INNSBDDL} 2019, held
at Sestri Levante, Genova, Italy 16-18 April 2019},
pages = {341--348},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-16841-4\_35},
doi = {10.1007/978-3-030-16841-4\_35},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/inns/FurushoI19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns/FurushoLI19,
author = {Yasutaka Furusho and
Tongliang Liu and
Kazushi Ikeda},
editor = {Luca Oneto and
Nicol{\`{o}} Navarin and
Alessandro Sperduti and
Davide Anguita},
title = {Skipping Two Layers in ResNet Makes the Generalization Gap Smaller
than Skipping One or No Layer},
booktitle = {Recent Advances in Big Data and Deep Learning, Proceedings of the
{INNS} Big Data and Deep Learning Conference {INNSBDDL} 2019, held
at Sestri Levante, Genova, Italy 16-18 April 2019},
pages = {349--358},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-16841-4\_36},
doi = {10.1007/978-3-030-16841-4\_36},
timestamp = {Thu, 19 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/inns/FurushoLI19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns/GallicchioMP19,
author = {Claudio Gallicchio and
Alessio Micheli and
Luca Pedrelli},
editor = {Luca Oneto and
Nicol{\`{o}} Navarin and
Alessandro Sperduti and
Davide Anguita},
title = {Fast Spectral Radius Initialization for Recurrent Neural Networks},
booktitle = {Recent Advances in Big Data and Deep Learning, Proceedings of the
{INNS} Big Data and Deep Learning Conference {INNSBDDL} 2019, held
at Sestri Levante, Genova, Italy 16-18 April 2019},
pages = {380--390},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-16841-4\_39},
doi = {10.1007/978-3-030-16841-4\_39},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/inns/GallicchioMP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns/GallicchioS19,
author = {Claudio Gallicchio and
Simone Scardapane},
editor = {Luca Oneto and
Nicol{\`{o}} Navarin and
Alessandro Sperduti and
Davide Anguita},
title = {Deep Randomized Neural Networks},
booktitle = {Recent Trends in Learning From Data - Tutorials from the {INNS} Big
Data and Deep Learning Conference {(INNSBDDL} 2019)},
series = {Studies in Computational Intelligence},
volume = {896},
pages = {43--68},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-43883-8\_3},
doi = {10.1007/978-3-030-43883-8\_3},
timestamp = {Thu, 31 Mar 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/inns/GallicchioS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns/GeorgakopoulosT19,
author = {Spiros V. Georgakopoulos and
Sotiris K. Tasoulis and
Aristidis G. Vrahatis and
Vassilis P. Plagianakos},
editor = {Luca Oneto and
Nicol{\`{o}} Navarin and
Alessandro Sperduti and
Davide Anguita},
title = {Convolutional Neural Networks for Twitter Text Toxicity Analysis},
booktitle = {Recent Advances in Big Data and Deep Learning, Proceedings of the
{INNS} Big Data and Deep Learning Conference {INNSBDDL} 2019, held
at Sestri Levante, Genova, Italy 16-18 April 2019},
pages = {370--379},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-16841-4\_38},
doi = {10.1007/978-3-030-16841-4\_38},
timestamp = {Wed, 08 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/inns/GeorgakopoulosT19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns/GneccoN19,
author = {Giorgio Gnecco and
Federico Nutarelli},
editor = {Luca Oneto and
Nicol{\`{o}} Navarin and
Alessandro Sperduti and
Davide Anguita},
title = {On the Trade-Off Between Number of Examples and Precision of Supervision
in Regression},
booktitle = {Recent Advances in Big Data and Deep Learning, Proceedings of the
{INNS} Big Data and Deep Learning Conference {INNSBDDL} 2019, held
at Sestri Levante, Genova, Italy 16-18 April 2019},
pages = {1--6},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-16841-4\_1},
doi = {10.1007/978-3-030-16841-4\_1},
timestamp = {Wed, 08 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/inns/GneccoN19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns/GreenTG19,
author = {Stephen Green and
Ivan Tyukin and
Alexander N. Gorban},
editor = {Luca Oneto and
Nicol{\`{o}} Navarin and
Alessandro Sperduti and
Davide Anguita},
title = {Using Convolutional Neural Networks to Distinguish Different Sign
Language Alphanumerics},
booktitle = {Recent Advances in Big Data and Deep Learning, Proceedings of the
{INNS} Big Data and Deep Learning Conference {INNSBDDL} 2019, held
at Sestri Levante, Genova, Italy 16-18 April 2019},
pages = {276--285},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-16841-4\_29},
doi = {10.1007/978-3-030-16841-4\_29},
timestamp = {Thu, 20 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/inns/GreenTG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns/GuA19,
author = {Xiaowei Gu and
Plamen P. Angelov},
editor = {Luca Oneto and
Nicol{\`{o}} Navarin and
Alessandro Sperduti and
Davide Anguita},
title = {A Semi-supervised Deep Rule-Based Approach for Remote Sensing Scene
Classification},
booktitle = {Recent Advances in Big Data and Deep Learning, Proceedings of the
{INNS} Big Data and Deep Learning Conference {INNSBDDL} 2019, held
at Sestri Levante, Genova, Italy 16-18 April 2019},
pages = {257--266},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-16841-4\_27},
doi = {10.1007/978-3-030-16841-4\_27},
timestamp = {Thu, 19 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/inns/GuA19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns/GuoZHF19,
author = {Ping Guo and
Dongbin Zhao and
Min Han and
Shoubo Feng},
editor = {Luca Oneto and
Nicol{\`{o}} Navarin and
Alessandro Sperduti and
Davide Anguita},
title = {Pseudoinverse Learners: New Trend and Applications to Big Data},
booktitle = {Recent Advances in Big Data and Deep Learning, Proceedings of the
{INNS} Big Data and Deep Learning Conference {INNSBDDL} 2019, held
at Sestri Levante, Genova, Italy 16-18 April 2019},
pages = {158--168},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-16841-4\_17},
doi = {10.1007/978-3-030-16841-4\_17},
timestamp = {Tue, 06 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/inns/GuoZHF19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns/HajewskiO19,
author = {Jeffrey Hajewski and
Suely Oliveira},
editor = {Luca Oneto and
Nicol{\`{o}} Navarin and
Alessandro Sperduti and
Davide Anguita},
title = {Distributed SmSVM Ensemble Learning},
booktitle = {Recent Advances in Big Data and Deep Learning, Proceedings of the
{INNS} Big Data and Deep Learning Conference {INNSBDDL} 2019, held
at Sestri Levante, Genova, Italy 16-18 April 2019},
pages = {7--16},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-16841-4\_2},
doi = {10.1007/978-3-030-16841-4\_2},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/inns/HajewskiO19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns/HuangB19,
author = {Zhishen Huang and
Stephen Becker},
editor = {Luca Oneto and
Nicol{\`{o}} Navarin and
Alessandro Sperduti and
Davide Anguita},
title = {Perturbed Proximal Descent to Escape Saddle Points for Non-convex
and Non-smooth Objective Functions},
booktitle = {Recent Advances in Big Data and Deep Learning, Proceedings of the
{INNS} Big Data and Deep Learning Conference {INNSBDDL} 2019, held
at Sestri Levante, Genova, Italy 16-18 April 2019},
pages = {58--77},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-16841-4\_7},
doi = {10.1007/978-3-030-16841-4\_7},
timestamp = {Mon, 16 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/inns/HuangB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns/KisilCDM19,
author = {Ilya Kisil and
Giuseppe Giovanni Calvi and
Bruno Scalzo Dees and
Danilo P. Mandic},
editor = {Luca Oneto and
Nicol{\`{o}} Navarin and
Alessandro Sperduti and
Davide Anguita},
title = {Tensor Decompositions and Practical Applications: {A} Hands-on Tutorial},
booktitle = {Recent Trends in Learning From Data - Tutorials from the {INNS} Big
Data and Deep Learning Conference {(INNSBDDL} 2019)},
series = {Studies in Computational Intelligence},
volume = {896},
pages = {69--97},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-43883-8\_4},
doi = {10.1007/978-3-030-43883-8\_4},
timestamp = {Thu, 31 Mar 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/inns/KisilCDM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns/Kurkova19,
author = {Vera Kurkov{\'{a}}},
editor = {Luca Oneto and
Nicol{\`{o}} Navarin and
Alessandro Sperduti and
Davide Anguita},
title = {Limitations of Shallow Networks},
booktitle = {Recent Trends in Learning From Data - Tutorials from the {INNS} Big
Data and Deep Learning Conference {(INNSBDDL} 2019)},
series = {Studies in Computational Intelligence},
volume = {896},
pages = {129--154},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-43883-8\_6},
doi = {10.1007/978-3-030-43883-8\_6},
timestamp = {Thu, 31 Mar 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/inns/Kurkova19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns/KurkovaS19,
author = {Vera Kurkov{\'{a}} and
Marcello Sanguineti},
editor = {Luca Oneto and
Nicol{\`{o}} Navarin and
Alessandro Sperduti and
Davide Anguita},
title = {Probabilistic Bounds for Binary Classification of Large Data Sets},
booktitle = {Recent Advances in Big Data and Deep Learning, Proceedings of the
{INNS} Big Data and Deep Learning Conference {INNSBDDL} 2019, held
at Sestri Levante, Genova, Italy 16-18 April 2019},
pages = {309--319},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-16841-4\_32},
doi = {10.1007/978-3-030-16841-4\_32},
timestamp = {Wed, 08 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/inns/KurkovaS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns/LauriolaPFA19,
author = {Ivano Lauriola and
Mirko Polato and
Guglielmo Faggioli and
Fabio Aiolli},
editor = {Luca Oneto and
Nicol{\`{o}} Navarin and
Alessandro Sperduti and
Davide Anguita},
title = {A Preference-Learning Framework for Modeling Relational Data},
booktitle = {Recent Advances in Big Data and Deep Learning, Proceedings of the
{INNS} Big Data and Deep Learning Conference {INNSBDDL} 2019, held
at Sestri Levante, Genova, Italy 16-18 April 2019},
pages = {359--369},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-16841-4\_37},
doi = {10.1007/978-3-030-16841-4\_37},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/inns/LauriolaPFA19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns/LebichotBHOB19,
author = {Bertrand Lebichot and
Yann{-}A{\"{e}}l Le Borgne and
Liyun He{-}Guelton and
Fr{\'{e}}d{\'{e}}ric Obl{\'{e}} and
Gianluca Bontempi},
editor = {Luca Oneto and
Nicol{\`{o}} Navarin and
Alessandro Sperduti and
Davide Anguita},
title = {Deep-Learning Domain Adaptation Techniques for Credit Cards Fraud
Detection},
booktitle = {Recent Advances in Big Data and Deep Learning, Proceedings of the
{INNS} Big Data and Deep Learning Conference {INNSBDDL} 2019, held
at Sestri Levante, Genova, Italy 16-18 April 2019},
pages = {78--88},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-16841-4\_8},
doi = {10.1007/978-3-030-16841-4\_8},
timestamp = {Thu, 19 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/inns/LebichotBHOB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns/MerelloROC19,
author = {Simone Merello and
Andrea Picasso Ratto and
Luca Oneto and
Erik Cambria},
editor = {Luca Oneto and
Nicol{\`{o}} Navarin and
Alessandro Sperduti and
Davide Anguita},
title = {Predicting Future Market Trends: Which Is the Optimal Window?},
booktitle = {Recent Advances in Big Data and Deep Learning, Proceedings of the
{INNS} Big Data and Deep Learning Conference {INNSBDDL} 2019, held
at Sestri Levante, Genova, Italy 16-18 April 2019},
pages = {180--185},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-16841-4\_19},
doi = {10.1007/978-3-030-16841-4\_19},
timestamp = {Wed, 08 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/inns/MerelloROC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns/MohamadBM19,
author = {Saad Mohamad and
Abdelhamid Bouchachia and
Moamar {Sayed Mouchaweh}},
editor = {Luca Oneto and
Nicol{\`{o}} Navarin and
Alessandro Sperduti and
Davide Anguita},
title = {Asynchronous Stochastic Variational Inference},
booktitle = {Recent Advances in Big Data and Deep Learning, Proceedings of the
{INNS} Big Data and Deep Learning Conference {INNSBDDL} 2019, held
at Sestri Levante, Genova, Italy 16-18 April 2019},
pages = {296--308},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-16841-4\_31},
doi = {10.1007/978-3-030-16841-4\_31},
timestamp = {Wed, 08 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/inns/MohamadBM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns/OnetoBLCPA19,
author = {Luca Oneto and
Irene Buselli and
Alessandro Lulli and
Renzo Canepa and
Simone Petralli and
Davide Anguita},
editor = {Luca Oneto and
Nicol{\`{o}} Navarin and
Alessandro Sperduti and
Davide Anguita},
title = {Train Overtaking Prediction in Railway Networks: {A} Big Data Perspective},
booktitle = {Recent Advances in Big Data and Deep Learning, Proceedings of the
{INNS} Big Data and Deep Learning Conference {INNSBDDL} 2019, held
at Sestri Levante, Genova, Italy 16-18 April 2019},
pages = {142--151},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-16841-4\_15},
doi = {10.1007/978-3-030-16841-4\_15},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/inns/OnetoBLCPA19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns/OnetoBSCPA19,
author = {Luca Oneto and
Irene Buselli and
Paolo Sanetti and
Renzo Canepa and
Simone Petralli and
Davide Anguita},
editor = {Luca Oneto and
Nicol{\`{o}} Navarin and
Alessandro Sperduti and
Davide Anguita},
title = {Restoration Time Prediction in Large Scale Railway Networks: Big Data
and Interpretability},
booktitle = {Recent Advances in Big Data and Deep Learning, Proceedings of the
{INNS} Big Data and Deep Learning Conference {INNSBDDL} 2019, held
at Sestri Levante, Genova, Italy 16-18 April 2019},
pages = {136--141},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-16841-4\_14},
doi = {10.1007/978-3-030-16841-4\_14},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/inns/OnetoBSCPA19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns/OnetoC19,
author = {Luca Oneto and
Silvia Chiappa},
editor = {Luca Oneto and
Nicol{\`{o}} Navarin and
Alessandro Sperduti and
Davide Anguita},
title = {Fairness in Machine Learning},
booktitle = {Recent Trends in Learning From Data - Tutorials from the {INNS} Big
Data and Deep Learning Conference {(INNSBDDL} 2019)},
series = {Studies in Computational Intelligence},
volume = {896},
pages = {155--196},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-43883-8\_7},
doi = {10.1007/978-3-030-43883-8\_7},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/inns/OnetoC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns/OnetoNSA19,
author = {Luca Oneto and
Nicol{\`{o}} Navarin and
Alessandro Sperduti and
Davide Anguita},
editor = {Luca Oneto and
Nicol{\`{o}} Navarin and
Alessandro Sperduti and
Davide Anguita},
title = {Introduction},
booktitle = {Recent Trends in Learning From Data - Tutorials from the {INNS} Big
Data and Deep Learning Conference {(INNSBDDL} 2019)},
series = {Studies in Computational Intelligence},
volume = {896},
pages = {1--4},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-43883-8\_1},
doi = {10.1007/978-3-030-43883-8\_1},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/inns/OnetoNSA19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns/ParisiL19,
author = {German Ignacio Parisi and
Vincenzo Lomonaco},
editor = {Luca Oneto and
Nicol{\`{o}} Navarin and
Alessandro Sperduti and
Davide Anguita},
title = {Online Continual Learning on Sequences},
booktitle = {Recent Trends in Learning From Data - Tutorials from the {INNS} Big
Data and Deep Learning Conference {(INNSBDDL} 2019)},
series = {Studies in Computational Intelligence},
volume = {896},
pages = {197--221},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-43883-8\_8},
doi = {10.1007/978-3-030-43883-8\_8},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/inns/ParisiL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns/PintoPC19,
author = {Viviana Pinto and
Alan Perotti and
Tania Cerquitelli},
editor = {Luca Oneto and
Nicol{\`{o}} Navarin and
Alessandro Sperduti and
Davide Anguita},
title = {Modeling Urban Traffic Data Through Graph-Based Neural Networks},
booktitle = {Recent Advances in Big Data and Deep Learning, Proceedings of the
{INNS} Big Data and Deep Learning Conference {INNSBDDL} 2019, held
at Sestri Levante, Genova, Italy 16-18 April 2019},
pages = {216--225},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-16841-4\_23},
doi = {10.1007/978-3-030-16841-4\_23},
timestamp = {Wed, 08 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/inns/PintoPC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns/PontaPOM19,
author = {Linda Ponta and
Gloria Puliga and
Luca Oneto and
Raffaella Manzini},
editor = {Luca Oneto and
Nicol{\`{o}} Navarin and
Alessandro Sperduti and
Davide Anguita},
title = {Innovation Capability of Firms: {A} Big Data Approach with Patents},
booktitle = {Recent Advances in Big Data and Deep Learning, Proceedings of the
{INNS} Big Data and Deep Learning Conference {INNSBDDL} 2019, held
at Sestri Levante, Genova, Italy 16-18 April 2019},
pages = {169--179},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-16841-4\_18},
doi = {10.1007/978-3-030-16841-4\_18},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/inns/PontaPOM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns/PopovM19,
author = {Anton Popov and
Alexander Makarenko},
editor = {Luca Oneto and
Nicol{\`{o}} Navarin and
Alessandro Sperduti and
Davide Anguita},
title = {Presumable Applications of Deep Learning for Cellular Automata Identification},
booktitle = {Recent Advances in Big Data and Deep Learning, Proceedings of the
{INNS} Big Data and Deep Learning Conference {INNSBDDL} 2019, held
at Sestri Levante, Genova, Italy 16-18 April 2019},
pages = {126--135},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-16841-4\_13},
doi = {10.1007/978-3-030-16841-4\_13},
timestamp = {Wed, 08 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/inns/PopovM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns/RagusaGZ19,
author = {Edoardo Ragusa and
Paolo Gastaldo and
Rodolfo Zunino},
editor = {Luca Oneto and
Nicol{\`{o}} Navarin and
Alessandro Sperduti and
Davide Anguita},
title = {Fast Transfer Learning for Image Polarity Detection},
booktitle = {Recent Advances in Big Data and Deep Learning, Proceedings of the
{INNS} Big Data and Deep Learning Conference {INNSBDDL} 2019, held
at Sestri Levante, Genova, Italy 16-18 April 2019},
pages = {27--37},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-16841-4\_4},
doi = {10.1007/978-3-030-16841-4\_4},
timestamp = {Wed, 08 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/inns/RagusaGZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns/RehlaenderSCS19,
author = {Philipp Rehlaender and
Maik Schroeer and
Gavneet Singh Chadha and
Andreas Schwung},
editor = {Luca Oneto and
Nicol{\`{o}} Navarin and
Alessandro Sperduti and
Davide Anguita},
title = {Traffic Sign Detection Using {R-CNN}},
booktitle = {Recent Advances in Big Data and Deep Learning, Proceedings of the
{INNS} Big Data and Deep Learning Conference {INNSBDDL} 2019, held
at Sestri Levante, Genova, Italy 16-18 April 2019},
pages = {226--235},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-16841-4\_24},
doi = {10.1007/978-3-030-16841-4\_24},
timestamp = {Thu, 09 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/inns/RehlaenderSCS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns/ScardapaneNFM19,
author = {Simone Scardapane and
Elena Nieddu and
Donatella Firmani and
Paolo Merialdo},
editor = {Luca Oneto and
Nicol{\`{o}} Navarin and
Alessandro Sperduti and
Davide Anguita},
title = {Multikernel Activation Functions: Formulation and a Case Study},
booktitle = {Recent Advances in Big Data and Deep Learning, Proceedings of the
{INNS} Big Data and Deep Learning Conference {INNSBDDL} 2019, held
at Sestri Levante, Genova, Italy 16-18 April 2019},
pages = {320--329},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-16841-4\_33},
doi = {10.1007/978-3-030-16841-4\_33},
timestamp = {Thu, 19 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/inns/ScardapaneNFM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns/SchlegelJBCCCPO19,
author = {Udo Schlegel and
Wolfgang Jentner and
Juri Buchm{\"{u}}ller and
Eren Cakmak and
Giuliano Castiglia and
Renzo Canepa and
Simone Petralli and
Luca Oneto and
Daniel A. Keim and
Davide Anguita},
editor = {Luca Oneto and
Nicol{\`{o}} Navarin and
Alessandro Sperduti and
Davide Anguita},
title = {Visual Analytics for Supporting Conflict Resolution in Large Railway
Networks},
booktitle = {Recent Advances in Big Data and Deep Learning, Proceedings of the
{INNS} Big Data and Deep Learning Conference {INNSBDDL} 2019, held
at Sestri Levante, Genova, Italy 16-18 April 2019},
pages = {206--215},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-16841-4\_22},
doi = {10.1007/978-3-030-16841-4\_22},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/inns/SchlegelJBCCCPO19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns/SortebergGCB19,
author = {Wilhelm E. Sorteberg and
Stef Garasto and
Chris D. Cantwell and
Anil A. Bharath},
editor = {Luca Oneto and
Nicol{\`{o}} Navarin and
Alessandro Sperduti and
Davide Anguita},
title = {Approximating the Solution of Surface Wave Propagation Using Deep
Neural Networks},
booktitle = {Recent Advances in Big Data and Deep Learning, Proceedings of the
{INNS} Big Data and Deep Learning Conference {INNSBDDL} 2019, held
at Sestri Levante, Genova, Italy 16-18 April 2019},
pages = {246--256},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-16841-4\_26},
doi = {10.1007/978-3-030-16841-4\_26},
timestamp = {Thu, 19 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/inns/SortebergGCB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns/SousaVS19,
author = {Iam Palatnik de Sousa and
Marley Maria Bernardes Rebuzzi Vellasco and
Eduardo Costa da Silva},
editor = {Luca Oneto and
Nicol{\`{o}} Navarin and
Alessandro Sperduti and
Davide Anguita},
title = {Deep Regression Counting: Customized Datasets and Inter-Architecture
Transfer Learning},
booktitle = {Recent Advances in Big Data and Deep Learning, Proceedings of the
{INNS} Big Data and Deep Learning Conference {INNSBDDL} 2019, held
at Sestri Levante, Genova, Italy 16-18 April 2019},
pages = {109--119},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-16841-4\_11},
doi = {10.1007/978-3-030-16841-4\_11},
timestamp = {Thu, 19 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/inns/SousaVS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns/SpigolonOAFSCA19,
author = {Roberto Spigolon and
Luca Oneto and
Dimitar Anastasovski and
Nadia Fabrizio and
Marie Swiatek and
Renzo Canepa and
Davide Anguita},
editor = {Luca Oneto and
Nicol{\`{o}} Navarin and
Alessandro Sperduti and
Davide Anguita},
title = {Improving Railway Maintenance Actions with Big Data and Distributed
Ledger Technologies},
booktitle = {Recent Advances in Big Data and Deep Learning, Proceedings of the
{INNS} Big Data and Deep Learning Conference {INNSBDDL} 2019, held
at Sestri Levante, Genova, Italy 16-18 April 2019},
pages = {120--125},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-16841-4\_12},
doi = {10.1007/978-3-030-16841-4\_12},
timestamp = {Wed, 08 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/inns/SpigolonOAFSCA19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns/WattP19,
author = {Nathan Watt and
Mathys C. du Plessis},
editor = {Luca Oneto and
Nicol{\`{o}} Navarin and
Alessandro Sperduti and
Davide Anguita},
title = {Dropout for Recurrent Neural Networks},
booktitle = {Recent Advances in Big Data and Deep Learning, Proceedings of the
{INNS} Big Data and Deep Learning Conference {INNSBDDL} 2019, held
at Sestri Levante, Genova, Italy 16-18 April 2019},
pages = {38--47},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-16841-4\_5},
doi = {10.1007/978-3-030-16841-4\_5},
timestamp = {Wed, 08 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/inns/WattP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns/YoonQCHAT19,
author = {Hong{-}Jun Yoon and
John X. Qiu and
James Blair Christian and
Jacob D. Hinkle and
Folami Alamudun and
Georgia D. Tourassi},
editor = {Luca Oneto and
Nicol{\`{o}} Navarin and
Alessandro Sperduti and
Davide Anguita},
title = {Selective Information Extraction Strategies for Cancer Pathology Reports
with Convolutional Neural Networks},
booktitle = {Recent Advances in Big Data and Deep Learning, Proceedings of the
{INNS} Big Data and Deep Learning Conference {INNSBDDL} 2019, held
at Sestri Levante, Genova, Italy 16-18 April 2019},
pages = {89--98},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-16841-4\_9},
doi = {10.1007/978-3-030-16841-4\_9},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/inns/YoonQCHAT19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns/ZangarMCJ19,
author = {Imene Zangar and
Zied Mnasri and
Vincent Colotte and
Denis Jouvet},
editor = {Luca Oneto and
Nicol{\`{o}} Navarin and
Alessandro Sperduti and
Davide Anguita},
title = {{\textbackslash}(F{\_}\{0\}{\textbackslash}) Modeling Using {DNN}
for Arabic Parametric Speech Synthesis},
booktitle = {Recent Advances in Big Data and Deep Learning, Proceedings of the
{INNS} Big Data and Deep Learning Conference {INNSBDDL} 2019, held
at Sestri Levante, Genova, Italy 16-18 April 2019},
pages = {186--195},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-16841-4\_20},
doi = {10.1007/978-3-030-16841-4\_20},
timestamp = {Wed, 08 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/inns/ZangarMCJ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns/0001IS18,
author = {Robert Kozma and
Roman Ilin and
Hava T. Siegelmann},
editor = {Seiichi Ozawa and
Ah{-}Hwee Tan and
Plamen P. Angelov and
Asim Roy and
Mahardhika Pratama},
title = {Evolution of Abstraction Across Layers in Deep Learning Neural Networks},
booktitle = {{INNS} Conference on Big Data and Deep Learning 2018, Sanur, Bali,
Indonesia, 17-19 April 2018},
series = {Procedia Computer Science},
volume = {144},
pages = {203--213},
publisher = {Elsevier},
year = {2018},
url = {https://doi.org/10.1016/j.procs.2018.10.520},
doi = {10.1016/J.PROCS.2018.10.520},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/inns/0001IS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns/Adzkiya18,
author = {Dieky Adzkiya},
editor = {Seiichi Ozawa and
Ah{-}Hwee Tan and
Plamen P. Angelov and
Asim Roy and
Mahardhika Pratama},
title = {Preface: 3\({}^{\mbox{rd}}\) {INNS} Conference on Big Data and Deep
Learning 2018},
booktitle = {{INNS} Conference on Big Data and Deep Learning 2018, Sanur, Bali,
Indonesia, 17-19 April 2018},
series = {Procedia Computer Science},
volume = {144},
pages = {1},
publisher = {Elsevier},
year = {2018},
url = {https://doi.org/10.1016/j.procs.2018.10.498},
doi = {10.1016/J.PROCS.2018.10.498},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/inns/Adzkiya18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns/AgustinAN18,
author = {Diah Agustin and
Erna Apriliani and
Hendro Nurhadi},
editor = {Seiichi Ozawa and
Ah{-}Hwee Tan and
Plamen P. Angelov and
Asim Roy and
Mahardhika Pratama},
title = {Preliminary study on estimation of 12.7 x 99 mm caliber projectile
motion using Ensemble Kalman Filter method},
booktitle = {{INNS} Conference on Big Data and Deep Learning 2018, Sanur, Bali,
Indonesia, 17-19 April 2018},
series = {Procedia Computer Science},
volume = {144},
pages = {163--173},
publisher = {Elsevier},
year = {2018},
url = {https://doi.org/10.1016/j.procs.2018.10.516},
doi = {10.1016/J.PROCS.2018.10.516},
timestamp = {Tue, 22 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/inns/AgustinAN18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns/AnhPSS18,
author = {Nguyen Anh and
Mukesh Prasad and
Narasimalu Srikanth and
Suresh Sundaram},
editor = {Seiichi Ozawa and
Ah{-}Hwee Tan and
Plamen P. Angelov and
Asim Roy and
Mahardhika Pratama},
title = {Wind Speed Intervals Prediction using Meta-cognitive Approach},
booktitle = {{INNS} Conference on Big Data and Deep Learning 2018, Sanur, Bali,
Indonesia, 17-19 April 2018},
series = {Procedia Computer Science},
volume = {144},
pages = {23--32},
publisher = {Elsevier},
year = {2018},
url = {https://doi.org/10.1016/j.procs.2018.10.501},
doi = {10.1016/J.PROCS.2018.10.501},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/inns/AnhPSS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns/AnhPSS18a,
author = {Nguyen Anh and
Mukesh Prasad and
Narasimalu Srikanth and
Suresh Sundaram},
editor = {Seiichi Ozawa and
Ah{-}Hwee Tan and
Plamen P. Angelov and
Asim Roy and
Mahardhika Pratama},
title = {Wave Forecasting using Meta-cognitive Interval Type-2 Fuzzy Inference
System},
booktitle = {{INNS} Conference on Big Data and Deep Learning 2018, Sanur, Bali,
Indonesia, 17-19 April 2018},
series = {Procedia Computer Science},
volume = {144},
pages = {33--41},
publisher = {Elsevier},
year = {2018},
url = {https://doi.org/10.1016/j.procs.2018.10.502},
doi = {10.1016/J.PROCS.2018.10.502},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/inns/AnhPSS18a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns/ApriliaAN18,
author = {Riska Aprilia and
Erna Apriliani and
Hendro Nurhadi},
editor = {Seiichi Ozawa and
Ah{-}Hwee Tan and
Plamen P. Angelov and
Asim Roy and
Mahardhika Pratama},
title = {Preliminary study on estimation of 12.7{\texttimes}99 mm caliber projectile
motion using Extended Kalman Filter method},
booktitle = {{INNS} Conference on Big Data and Deep Learning 2018, Sanur, Bali,
Indonesia, 17-19 April 2018},
series = {Procedia Computer Science},
volume = {144},
pages = {153--162},
publisher = {Elsevier},
year = {2018},
url = {https://doi.org/10.1016/j.procs.2018.10.515},
doi = {10.1016/J.PROCS.2018.10.515},
timestamp = {Tue, 22 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/inns/ApriliaAN18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns/ArinaldiPG18,
author = {Ahmad Arinaldi and
Jaka Arya Pradana and
Arlan Arventa Gurusinga},
editor = {Seiichi Ozawa and
Ah{-}Hwee Tan and
Plamen P. Angelov and
Asim Roy and
Mahardhika Pratama},
title = {Detection and classification of vehicles for traffic video analytics},
booktitle = {{INNS} Conference on Big Data and Deep Learning 2018, Sanur, Bali,
Indonesia, 17-19 April 2018},
series = {Procedia Computer Science},
volume = {144},
pages = {259--268},
publisher = {Elsevier},
year = {2018},
url = {https://doi.org/10.1016/j.procs.2018.10.527},
doi = {10.1016/J.PROCS.2018.10.527},
timestamp = {Tue, 22 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/inns/ArinaldiPG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns/AttamimiNP18,
author = {Muhammad Attamimi and
Takayuki Nagai and
Djoko Purwanto},
editor = {Seiichi Ozawa and
Ah{-}Hwee Tan and
Plamen P. Angelov and
Asim Roy and
Mahardhika Pratama},
title = {Object detection based on particle filter and integration of multiple
features},
booktitle = {{INNS} Conference on Big Data and Deep Learning 2018, Sanur, Bali,
Indonesia, 17-19 April 2018},
series = {Procedia Computer Science},
volume = {144},
pages = {214--218},
publisher = {Elsevier},
year = {2018},
url = {https://doi.org/10.1016/j.procs.2018.10.521},
doi = {10.1016/J.PROCS.2018.10.521},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/inns/AttamimiNP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns/BeckABLN18,
author = {Ga{\"{e}}l Beck and
Hanane Azzag and
St{\'{e}}phanie Bougeard and
Mustapha Lebbah and
Nd{\`{e}}ye Niang},
editor = {Seiichi Ozawa and
Ah{-}Hwee Tan and
Plamen P. Angelov and
Asim Roy and
Mahardhika Pratama},
title = {A New Micro-Batch Approach for Partial Least Square Clusterwise Regression},
booktitle = {{INNS} Conference on Big Data and Deep Learning 2018, Sanur, Bali,
Indonesia, 17-19 April 2018},
series = {Procedia Computer Science},
volume = {144},
pages = {239--250},
publisher = {Elsevier},
year = {2018},
url = {https://doi.org/10.1016/j.procs.2018.10.525},
doi = {10.1016/J.PROCS.2018.10.525},
timestamp = {Tue, 22 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/inns/BeckABLN18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns/BenlamineGBRHA18,
author = {Kaoutar Benlamine and
Nistor Grozavu and
Youn{\`{e}}s Bennani and
Nicoleta Rogovschi and
Kamel Haddadou and
Ahmed Amamou},
editor = {Seiichi Ozawa and
Ah{-}Hwee Tan and
Plamen P. Angelov and
Asim Roy and
Mahardhika Pratama},
title = {Domain Name Recommendation based on Neural Network},
booktitle = {{INNS} Conference on Big Data and Deep Learning 2018, Sanur, Bali,
Indonesia, 17-19 April 2018},
series = {Procedia Computer Science},
volume = {144},
pages = {60--70},
publisher = {Elsevier},
year = {2018},
url = {https://doi.org/10.1016/j.procs.2018.10.505},
doi = {10.1016/J.PROCS.2018.10.505},
timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/inns/BenlamineGBRHA18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns/CipolliniOCSA18,
author = {Francesca Cipollini and
Luca Oneto and
Andrea Coraddu and
Stefano Savio and
Davide Anguita},
editor = {Seiichi Ozawa and
Ah{-}Hwee Tan and
Plamen P. Angelov and
Asim Roy and
Mahardhika Pratama},
title = {Unintrusive Monitoring of Induction Motors Bearings via Deep Learning
on Stator Currents},
booktitle = {{INNS} Conference on Big Data and Deep Learning 2018, Sanur, Bali,
Indonesia, 17-19 April 2018},
series = {Procedia Computer Science},
volume = {144},
pages = {42--51},
publisher = {Elsevier},
year = {2018},
url = {https://doi.org/10.1016/j.procs.2018.10.503},
doi = {10.1016/J.PROCS.2018.10.503},
timestamp = {Mon, 24 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/inns/CipolliniOCSA18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns/Davis018,
author = {Jeffery Jonathan Joshua Davis and
Robert Kozma},
editor = {Seiichi Ozawa and
Ah{-}Hwee Tan and
Plamen P. Angelov and
Asim Roy and
Mahardhika Pratama},
title = {Visualization of Human Cognitive States Monitored by High-density
{EEG} Arrays},
booktitle = {{INNS} Conference on Big Data and Deep Learning 2018, Sanur, Bali,
Indonesia, 17-19 April 2018},
series = {Procedia Computer Science},
volume = {144},
pages = {219--231},
publisher = {Elsevier},
year = {2018},
url = {https://doi.org/10.1016/j.procs.2018.10.522},
doi = {10.1016/J.PROCS.2018.10.522},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/inns/Davis018.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns/DewaA18,
author = {Chandra Kusuma Dewa and
Afiahayati},
editor = {Seiichi Ozawa and
Ah{-}Hwee Tan and
Plamen P. Angelov and
Asim Roy and
Mahardhika Pratama},
title = {Suitable {CNN} Weight Initialization and Activation Function for Javanese
Vowels Classification},
booktitle = {{INNS} Conference on Big Data and Deep Learning 2018, Sanur, Bali,
Indonesia, 17-19 April 2018},
series = {Procedia Computer Science},
volume = {144},
pages = {124--132},
publisher = {Elsevier},
year = {2018},
url = {https://doi.org/10.1016/j.procs.2018.10.512},
doi = {10.1016/J.PROCS.2018.10.512},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/inns/DewaA18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns/FalihGKB18,
author = {Issam Falih and
Nistor Grozavu and
Rushed Kanawati and
Youn{\`{e}}s Bennani},
editor = {Seiichi Ozawa and
Ah{-}Hwee Tan and
Plamen P. Angelov and
Asim Roy and
Mahardhika Pratama},
title = {Topological multi-view clustering for collaborative filtering},
booktitle = {{INNS} Conference on Big Data and Deep Learning 2018, Sanur, Bali,
Indonesia, 17-19 April 2018},
series = {Procedia Computer Science},
volume = {144},
pages = {306--312},
publisher = {Elsevier},
year = {2018},
url = {https://doi.org/10.1016/j.procs.2018.10.524},
doi = {10.1016/J.PROCS.2018.10.524},
timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/inns/FalihGKB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns/HashimotoOBNS18,
author = {Naoki Hashimoto and
Seiichi Ozawa and
Tao Ban and
Junji Nakazato and
Jumpei Shimamura},
editor = {Seiichi Ozawa and
Ah{-}Hwee Tan and
Plamen P. Angelov and
Asim Roy and
Mahardhika Pratama},
title = {A Darknet Traffic Analysis for IoT Malwares Using Association Rule
Learning},
booktitle = {{INNS} Conference on Big Data and Deep Learning 2018, Sanur, Bali,
Indonesia, 17-19 April 2018},
series = {Procedia Computer Science},
volume = {144},
pages = {118--123},
publisher = {Elsevier},
year = {2018},
url = {https://doi.org/10.1016/j.procs.2018.10.511},
doi = {10.1016/J.PROCS.2018.10.511},
timestamp = {Wed, 27 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/inns/HashimotoOBNS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns/KrishnanJS18,
author = {Raghavan Krishnan and
Sarangapani Jagannathan and
V. A. Samaranayake},
editor = {Seiichi Ozawa and
Ah{-}Hwee Tan and
Plamen P. Angelov and
Asim Roy and
Mahardhika Pratama},
title = {Direct Error Driven Learning for Deep Neural Networks with Applications
to Bigdata},
booktitle = {{INNS} Conference on Big Data and Deep Learning 2018, Sanur, Bali,
Indonesia, 17-19 April 2018},
series = {Procedia Computer Science},
volume = {144},
pages = {89--95},
publisher = {Elsevier},
year = {2018},
url = {https://doi.org/10.1016/j.procs.2018.10.508},
doi = {10.1016/J.PROCS.2018.10.508},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/inns/KrishnanJS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns/KrishnanSJ18,
author = {Raghavan Krishnan and
V. A. Samaranayake and
Sarangapani Jagannathan},
editor = {Seiichi Ozawa and
Ah{-}Hwee Tan and
Plamen P. Angelov and
Asim Roy and
Mahardhika Pratama},
title = {A Multi-step Nonlinear Dimension-reduction Approach with Applications
to Bigdata},
booktitle = {{INNS} Conference on Big Data and Deep Learning 2018, Sanur, Bali,
Indonesia, 17-19 April 2018},
series = {Procedia Computer Science},
volume = {144},
pages = {81--88},
publisher = {Elsevier},
year = {2018},
url = {https://doi.org/10.1016/j.procs.2018.10.507},
doi = {10.1016/J.PROCS.2018.10.507},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/inns/KrishnanSJ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns/KurniawanSDA18,
author = {Jason Kurniawan and
Sensa G. S. Syahra and
Chandra Kusuma Dewa and
Afiahayati},
editor = {Seiichi Ozawa and
Ah{-}Hwee Tan and
Plamen P. Angelov and
Asim Roy and
Mahardhika Pratama},
title = {Traffic Congestion Detection: Learning from {CCTV} Monitoring Images
using Convolutional Neural Network},
booktitle = {{INNS} Conference on Big Data and Deep Learning 2018, Sanur, Bali,
Indonesia, 17-19 April 2018},
series = {Procedia Computer Science},
volume = {144},
pages = {291--297},
publisher = {Elsevier},
year = {2018},
url = {https://doi.org/10.1016/j.procs.2018.10.530},
doi = {10.1016/J.PROCS.2018.10.530},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/inns/KurniawanSDA18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns/KusumawardaniPA18,
author = {Renny Pradina Kusumawardani and
Stezar Priansya and
Faizal Johan Atletiko},
editor = {Seiichi Ozawa and
Ah{-}Hwee Tan and
Plamen P. Angelov and
Asim Roy and
Mahardhika Pratama},
title = {Context-sensitive normalization of social media text in bahasa Indonesia
based on neural word embeddings},
booktitle = {{INNS} Conference on Big Data and Deep Learning 2018, Sanur, Bali,
Indonesia, 17-19 April 2018},
series = {Procedia Computer Science},
volume = {144},
pages = {105--117},
publisher = {Elsevier},
year = {2018},
url = {https://doi.org/10.1016/j.procs.2018.10.510},
doi = {10.1016/J.PROCS.2018.10.510},
timestamp = {Tue, 22 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/inns/KusumawardaniPA18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns/KuswantoNO18,
author = {Heri Kuswanto and
Renny Yunia Nurhidayah and
Hayato Ohwada},
editor = {Seiichi Ozawa and
Ah{-}Hwee Tan and
Plamen P. Angelov and
Asim Roy and
Mahardhika Pratama},
title = {Comparison of Feature Selection Methods to Classify Inhibitors in
{DUD-E} Database},
booktitle = {{INNS} Conference on Big Data and Deep Learning 2018, Sanur, Bali,
Indonesia, 17-19 April 2018},
series = {Procedia Computer Science},
volume = {144},
pages = {194--202},
publisher = {Elsevier},
year = {2018},
url = {https://doi.org/10.1016/j.procs.2018.10.519},
doi = {10.1016/J.PROCS.2018.10.519},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/inns/KuswantoNO18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns/LAN18,
author = {Luh Ayu B. L and
Erna Apriliani and
Hendro Nurhadi},
editor = {Seiichi Ozawa and
Ah{-}Hwee Tan and
Plamen P. Angelov and
Asim Roy and
Mahardhika Pratama},
title = {Preliminary study on estimation of 12.7 x 99 mm caliber projectile
using Unscented Kalman Filter method},
booktitle = {{INNS} Conference on Big Data and Deep Learning 2018, Sanur, Bali,
Indonesia, 17-19 April 2018},
series = {Procedia Computer Science},
volume = {144},
pages = {184--193},
publisher = {Elsevier},
year = {2018},
url = {https://doi.org/10.1016/j.procs.2018.10.518},
doi = {10.1016/J.PROCS.2018.10.518},
timestamp = {Tue, 22 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/inns/LAN18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns/LecoeucheAG18,
author = {Denis Lecoeuche and
Alex Aussem and
Maxime Gasse},
editor = {Seiichi Ozawa and
Ah{-}Hwee Tan and
Plamen P. Angelov and
Asim Roy and
Mahardhika Pratama},
title = {On the use of binary stochastic autoencoders for multi-label classification
under the zero-one loss},
booktitle = {{INNS} Conference on Big Data and Deep Learning 2018, Sanur, Bali,
Indonesia, 17-19 April 2018},
series = {Procedia Computer Science},
volume = {144},
pages = {71--80},
publisher = {Elsevier},
year = {2018},
url = {https://doi.org/10.1016/j.procs.2018.10.506},
doi = {10.1016/J.PROCS.2018.10.506},
timestamp = {Tue, 22 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/inns/LecoeucheAG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns/NuhaA18,
author = {Fajar Ulin Nuha and
Afiahayati},
editor = {Seiichi Ozawa and
Ah{-}Hwee Tan and
Plamen P. Angelov and
Asim Roy and
Mahardhika Pratama},
title = {Training dataset reduction on generative adversarial network},
booktitle = {{INNS} Conference on Big Data and Deep Learning 2018, Sanur, Bali,
Indonesia, 17-19 April 2018},
series = {Procedia Computer Science},
volume = {144},
pages = {133--139},
publisher = {Elsevier},
year = {2018},
url = {https://doi.org/10.1016/j.procs.2018.10.513},
doi = {10.1016/J.PROCS.2018.10.513},
timestamp = {Tue, 22 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/inns/NuhaA18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns/PFP18,
author = {Rudy Cahyadi Hario Pribadi and
Junaidillah Fadlil and
Hsing{-}Kuo Pao},
editor = {Seiichi Ozawa and
Ah{-}Hwee Tan and
Plamen P. Angelov and
Asim Roy and
Mahardhika Pratama},
title = {Group Behavior Recognition Based on Dictionary and Hierarchical Learning},
booktitle = {{INNS} Conference on Big Data and Deep Learning 2018, Sanur, Bali,
Indonesia, 17-19 April 2018},
series = {Procedia Computer Science},
volume = {144},
pages = {52--59},
publisher = {Elsevier},
year = {2018},
url = {https://doi.org/10.1016/j.procs.2018.10.504},
doi = {10.1016/J.PROCS.2018.10.504},
timestamp = {Mon, 14 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/inns/PFP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns/PrasadCGPSL18,
author = {Mukesh Prasad and
Liang{-}Cheng Chang and
Deepak Gupta and
Mahardhika Pratama and
Suresh Sundaram and
Chin{-}Teng Lin},
editor = {Seiichi Ozawa and
Ah{-}Hwee Tan and
Plamen P. Angelov and
Asim Roy and
Mahardhika Pratama},
title = {Online video streaming for human tracking based on weighted resampling
particle filter},
booktitle = {{INNS} Conference on Big Data and Deep Learning 2018, Sanur, Bali,
Indonesia, 17-19 April 2018},
series = {Procedia Computer Science},
volume = {144},
pages = {2--12},
publisher = {Elsevier},
year = {2018},
url = {https://doi.org/10.1016/j.procs.2018.10.499},
doi = {10.1016/J.PROCS.2018.10.499},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/inns/PrasadCGPSL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns/PrasadZMPSL18,
author = {Mukesh Prasad and
Ding{-}Rong Zheng and
Domingo Mery and
Deepak Puthal and
Suresh Sundaram and
Chin{-}Teng Lin},
editor = {Seiichi Ozawa and
Ah{-}Hwee Tan and
Plamen P. Angelov and
Asim Roy and
Mahardhika Pratama},
title = {A fast and self-adaptive on-line learning detection system},
booktitle = {{INNS} Conference on Big Data and Deep Learning 2018, Sanur, Bali,
Indonesia, 17-19 April 2018},
series = {Procedia Computer Science},
volume = {144},
pages = {13--22},
publisher = {Elsevier},
year = {2018},
url = {https://doi.org/10.1016/j.procs.2018.10.500},
doi = {10.1016/J.PROCS.2018.10.500},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/inns/PrasadZMPSL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns/PratamaPR18,
author = {Risky Frasetio Wahyu Pratama and
Santi Wulan Purnami and
Santi Puteri Rahayu},
editor = {Seiichi Ozawa and
Ah{-}Hwee Tan and
Plamen P. Angelov and
Asim Roy and
Mahardhika Pratama},
title = {Boosting Support Vector Machines for Imbalanced Microarray Data},
booktitle = {{INNS} Conference on Big Data and Deep Learning 2018, Sanur, Bali,
Indonesia, 17-19 April 2018},
series = {Procedia Computer Science},
volume = {144},
pages = {174--183},
publisher = {Elsevier},
year = {2018},
url = {https://doi.org/10.1016/j.procs.2018.10.517},
doi = {10.1016/J.PROCS.2018.10.517},
timestamp = {Tue, 22 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/inns/PratamaPR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns/QadadehA18,
author = {Wafa Qadadeh and
Sherief Abdallah},
editor = {Seiichi Ozawa and
Ah{-}Hwee Tan and
Plamen P. Angelov and
Asim Roy and
Mahardhika Pratama},
title = {Customers Segmentation in the Insurance Company {(TIC)} Dataset},
booktitle = {{INNS} Conference on Big Data and Deep Learning 2018, Sanur, Bali,
Indonesia, 17-19 April 2018},
series = {Procedia Computer Science},
volume = {144},
pages = {277--290},
publisher = {Elsevier},
year = {2018},
url = {https://doi.org/10.1016/j.procs.2018.10.529},
doi = {10.1016/J.PROCS.2018.10.529},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/inns/QadadehA18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns/SuhartonoSP18,
author = {Suhartono and
Novri Suhermi and
Dedy Dwi Prastyo},
editor = {Seiichi Ozawa and
Ah{-}Hwee Tan and
Plamen P. Angelov and
Asim Roy and
Mahardhika Pratama},
title = {Design of Experiment to Optimize the Architecture of Deep Learning
for Nonlinear Time Series Forecasting},
booktitle = {{INNS} Conference on Big Data and Deep Learning 2018, Sanur, Bali,
Indonesia, 17-19 April 2018},
series = {Procedia Computer Science},
volume = {144},
pages = {269--276},
publisher = {Elsevier},
year = {2018},
url = {https://doi.org/10.1016/j.procs.2018.10.528},
doi = {10.1016/J.PROCS.2018.10.528},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/inns/SuhartonoSP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns/SuhermiSPA18,
author = {Novri Suhermi and
Suhartono and
Dedy Dwi Prastyo and
Baharuddin Ali},
editor = {Seiichi Ozawa and
Ah{-}Hwee Tan and
Plamen P. Angelov and
Asim Roy and
Mahardhika Pratama},
title = {Roll motion prediction using a hybrid deep learning and {ARIMA} model},
booktitle = {{INNS} Conference on Big Data and Deep Learning 2018, Sanur, Bali,
Indonesia, 17-19 April 2018},
series = {Procedia Computer Science},
volume = {144},
pages = {251--258},
publisher = {Elsevier},
year = {2018},
url = {https://doi.org/10.1016/j.procs.2018.10.526},
doi = {10.1016/J.PROCS.2018.10.526},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/inns/SuhermiSPA18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns/TakanoO18,
author = {Jo Takano and
Toshiaki Omori},
editor = {Seiichi Ozawa and
Ah{-}Hwee Tan and
Plamen P. Angelov and
Asim Roy and
Mahardhika Pratama},
title = {Harmonic mean similarity based quantum annealing for \emph{k}-means},
booktitle = {{INNS} Conference on Big Data and Deep Learning 2018, Sanur, Bali,
Indonesia, 17-19 April 2018},
series = {Procedia Computer Science},
volume = {144},
pages = {298--305},
publisher = {Elsevier},
year = {2018},
url = {https://doi.org/10.1016/j.procs.2018.10.531},
doi = {10.1016/J.PROCS.2018.10.531},
timestamp = {Wed, 27 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/inns/TakanoO18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns/UdayakumarSYN18,
author = {Sajeev Udayakumar and
Damith Chamalke Senadeera and
Selvaraj Yamunarani and
Jin{-}Cheon Na},
editor = {Seiichi Ozawa and
Ah{-}Hwee Tan and
Plamen P. Angelov and
Asim Roy and
Mahardhika Pratama},
title = {Demographics Analysis of Twitter Users who Tweeted on Psychological
Articles and Tweets Analysis},
booktitle = {{INNS} Conference on Big Data and Deep Learning 2018, Sanur, Bali,
Indonesia, 17-19 April 2018},
series = {Procedia Computer Science},
volume = {144},
pages = {96--104},
publisher = {Elsevier},
year = {2018},
url = {https://doi.org/10.1016/j.procs.2018.10.509},
doi = {10.1016/J.PROCS.2018.10.509},
timestamp = {Mon, 24 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/inns/UdayakumarSYN18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns/YongLGANS18,
author = {Yoke Leng Yong and
Yunli Lee and
Xiaowei Gu and
Plamen P. Angelov and
David Chek Ling Ngo and
Elnaz Shafipour},
editor = {Seiichi Ozawa and
Ah{-}Hwee Tan and
Plamen P. Angelov and
Asim Roy and
Mahardhika Pratama},
title = {Foreign currency exchange rate prediction using neuro-fuzzy systems},
booktitle = {{INNS} Conference on Big Data and Deep Learning 2018, Sanur, Bali,
Indonesia, 17-19 April 2018},
series = {Procedia Computer Science},
volume = {144},
pages = {232--238},
publisher = {Elsevier},
year = {2018},
url = {https://doi.org/10.1016/j.procs.2018.10.523},
doi = {10.1016/J.PROCS.2018.10.523},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/inns/YongLGANS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns/ZainPLFCP18,
author = {Choiru Za'in and
Mahardhika Pratama and
Edwin Lughofer and
Md Meftahul Ferdaus and
Qing Cai and
Mukesh Prasad},
editor = {Seiichi Ozawa and
Ah{-}Hwee Tan and
Plamen P. Angelov and
Asim Roy and
Mahardhika Pratama},
title = {Big Data Analytics based on {PANFIS} MapReduce},
booktitle = {{INNS} Conference on Big Data and Deep Learning 2018, Sanur, Bali,
Indonesia, 17-19 April 2018},
series = {Procedia Computer Science},
volume = {144},
pages = {140--152},
publisher = {Elsevier},
year = {2018},
url = {https://doi.org/10.1016/j.procs.2018.10.514},
doi = {10.1016/J.PROCS.2018.10.514},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/inns/ZainPLFCP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/inns/2018,
editor = {Seiichi Ozawa and
Ah{-}Hwee Tan and
Plamen P. Angelov and
Asim Roy and
Mahardhika Pratama},
title = {{INNS} Conference on Big Data and Deep Learning 2018, Sanur, Bali,
Indonesia, 17-19 April 2018},
series = {Procedia Computer Science},
volume = {144},
publisher = {Elsevier},
year = {2018},
url = {https://www.sciencedirect.com/journal/procedia-computer-science/vol/144/suppl/C},
timestamp = {Tue, 22 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/inns/2018.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/inns/2016,
editor = {Plamen Angelov and
Yannis Manolopoulos and
Lazaros S. Iliadis and
Asim Roy and
Marley M. B. R. Vellasco},
title = {Advances in Big Data - Proceedings of the 2nd {INNS} Conference on
Big Data, October 23-25, 2016, Thessaloniki, Greece},
series = {Advances in Intelligent Systems and Computing},
volume = {529},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-47898-2},
doi = {10.1007/978-3-319-47898-2},
isbn = {978-3-319-47897-5},
timestamp = {Mon, 14 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/inns/2016.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns/Al-DreesHAH16,
author = {Asma Al{-}Drees and
Reem Bin Hezam and
Ruba Al{-}Muwayshir and
Wafa' Haddoush},
editor = {Plamen Angelov and
Yannis Manolopoulos and
Lazaros S. Iliadis and
Asim Roy and
Marley M. B. R. Vellasco},
title = {Unified Retrieval Model of Big Data},
booktitle = {Advances in Big Data - Proceedings of the 2nd {INNS} Conference on
Big Data, October 23-25, 2016, Thessaloniki, Greece},
series = {Advances in Intelligent Systems and Computing},
volume = {529},
pages = {323--332},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-47898-2\_33},
doi = {10.1007/978-3-319-47898-2\_33},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/inns/Al-DreesHAH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns/AlippiBC16,
author = {Cesare Alippi and
Giacomo Boracchi and
Diego Carrera},
editor = {Plamen Angelov and
Yannis Manolopoulos and
Lazaros S. Iliadis and
Asim Roy and
Marley M. B. R. Vellasco},
title = {{CCM:} Controlling the Change Magnitude in High Dimensional Data},
booktitle = {Advances in Big Data - Proceedings of the 2nd {INNS} Conference on
Big Data, October 23-25, 2016, Thessaloniki, Greece},
series = {Advances in Intelligent Systems and Computing},
volume = {529},
pages = {216--225},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-47898-2\_23},
doi = {10.1007/978-3-319-47898-2\_23},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/inns/AlippiBC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns/AlippiNR16,
author = {Cesare Alippi and
Stavros Ntalampiras and
Manuel Roveri},
editor = {Plamen Angelov and
Yannis Manolopoulos and
Lazaros S. Iliadis and
Asim Roy and
Marley M. B. R. Vellasco},
title = {Designing HMMs in the Age of Big Data},
booktitle = {Advances in Big Data - Proceedings of the 2nd {INNS} Conference on
Big Data, October 23-25, 2016, Thessaloniki, Greece},
series = {Advances in Intelligent Systems and Computing},
volume = {529},
pages = {120--130},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-47898-2\_13},
doi = {10.1007/978-3-319-47898-2\_13},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/inns/AlippiNR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns/BakratsasBKT16,
author = {Marios Bakratsas and
Pavlos Basaras and
Dimitrios Katsaros and
Leandros Tassiulas},
editor = {Plamen Angelov and
Yannis Manolopoulos and
Lazaros S. Iliadis and
Asim Roy and
Marley M. B. R. Vellasco},
title = {Hadoop MapReduce Performance on SSDs: The Case of Complex Network
Analysis Tasks},
booktitle = {Advances in Big Data - Proceedings of the 2nd {INNS} Conference on
Big Data, October 23-25, 2016, Thessaloniki, Greece},
series = {Advances in Intelligent Systems and Computing},
volume = {529},
pages = {111--119},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-47898-2\_12},
doi = {10.1007/978-3-319-47898-2\_12},
timestamp = {Sun, 17 Dec 2017 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/inns/BakratsasBKT16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns/ChenDLS16,
author = {Jingliang Chen and
Dmytro Dosyn and
Vasyl Lytvyn and
Anatoliy Sachenko},
editor = {Plamen Angelov and
Yannis Manolopoulos and
Lazaros S. Iliadis and
Asim Roy and
Marley M. B. R. Vellasco},
title = {Smart Data Integration by Goal Driven Ontology Learning},
booktitle = {Advances in Big Data - Proceedings of the 2nd {INNS} Conference on
Big Data, October 23-25, 2016, Thessaloniki, Greece},
series = {Advances in Intelligent Systems and Computing},
volume = {529},
pages = {283--292},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-47898-2\_29},
doi = {10.1007/978-3-319-47898-2\_29},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/inns/ChenDLS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns/DemertzisI16,
author = {Konstantinos Demertzis and
Lazaros S. Iliadis},
editor = {Plamen Angelov and
Yannis Manolopoulos and
Lazaros S. Iliadis and
Asim Roy and
Marley M. B. R. Vellasco},
title = {Adaptive Elitist Differential Evolution Extreme Learning Machines
on Big Data: Intelligent Recognition of Invasive Species},
booktitle = {Advances in Big Data - Proceedings of the 2nd {INNS} Conference on
Big Data, October 23-25, 2016, Thessaloniki, Greece},
series = {Advances in Intelligent Systems and Computing},
volume = {529},
pages = {333--345},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-47898-2\_34},
doi = {10.1007/978-3-319-47898-2\_34},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/inns/DemertzisI16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns/GhoshP16,
author = {Shaona Ghosh and
Adam Pr{\"{u}}gel{-}Bennett},
editor = {Plamen Angelov and
Yannis Manolopoulos and
Lazaros S. Iliadis and
Asim Roy and
Marley M. B. R. Vellasco},
title = {Extended Formulations for Online Action Selection on Big Action Sets},
booktitle = {Advances in Big Data - Proceedings of the 2nd {INNS} Conference on
Big Data, October 23-25, 2016, Thessaloniki, Greece},
series = {Advances in Intelligent Systems and Computing},
volume = {529},
pages = {160--168},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-47898-2\_17},
doi = {10.1007/978-3-319-47898-2\_17},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/inns/GhoshP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns/GialampoukidisV16,
author = {Ilias Gialampoukidis and
Stefanos Vrochidis and
Ioannis Kompatsiaris},
editor = {Plamen Angelov and
Yannis Manolopoulos and
Lazaros S. Iliadis and
Asim Roy and
Marley M. B. R. Vellasco},
title = {Incremental Estimation of Visual Vocabulary Size for Image Retrieval},
booktitle = {Advances in Big Data - Proceedings of the 2nd {INNS} Conference on
Big Data, October 23-25, 2016, Thessaloniki, Greece},
series = {Advances in Intelligent Systems and Computing},
volume = {529},
pages = {29--38},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-47898-2\_4},
doi = {10.1007/978-3-319-47898-2\_4},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/inns/GialampoukidisV16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns/GiannoulakisT16,
author = {Stamatios Giannoulakis and
Nicolas Tsapatsoulis},
editor = {Plamen Angelov and
Yannis Manolopoulos and
Lazaros S. Iliadis and
Asim Roy and
Marley M. B. R. Vellasco},
title = {Defining and Identifying Stophashtags in Instagram},
booktitle = {Advances in Big Data - Proceedings of the 2nd {INNS} Conference on
Big Data, October 23-25, 2016, Thessaloniki, Greece},
series = {Advances in Intelligent Systems and Computing},
volume = {529},
pages = {304--313},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-47898-2\_31},
doi = {10.1007/978-3-319-47898-2\_31},
timestamp = {Fri, 27 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/inns/GiannoulakisT16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns/GuAGIS16,
author = {Xiaowei Gu and
Plamen P. Angelov and
Germ{\'{a}}n Guti{\'{e}}rrez and
Jos{\'{e}} Antonio Iglesias and
Araceli Sanchis},
editor = {Plamen Angelov and
Yannis Manolopoulos and
Lazaros S. Iliadis and
Asim Roy and
Marley M. B. R. Vellasco},
title = {Parallel Computing {TEDA} for High Frequency Streaming Data Clustering},
booktitle = {Advances in Big Data - Proceedings of the 2nd {INNS} Conference on
Big Data, October 23-25, 2016, Thessaloniki, Greece},
series = {Advances in Intelligent Systems and Computing},
volume = {529},
pages = {238--253},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-47898-2\_25},
doi = {10.1007/978-3-319-47898-2\_25},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/inns/GuAGIS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns/HmidaHBR16,
author = {Hmida Hmida and
Sana Ben Hamida and
Amel Borgi and
Marta Rukoz},
editor = {Plamen Angelov and
Yannis Manolopoulos and
Lazaros S. Iliadis and
Asim Roy and
Marley M. B. R. Vellasco},
title = {Sampling Methods in Genetic Programming Learners from Large Datasets:
{A} Comparative Study},
booktitle = {Advances in Big Data - Proceedings of the 2nd {INNS} Conference on
Big Data, October 23-25, 2016, Thessaloniki, Greece},
series = {Advances in Intelligent Systems and Computing},
volume = {529},
pages = {50--60},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-47898-2\_6},
doi = {10.1007/978-3-319-47898-2\_6},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/inns/HmidaHBR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns/JiangZ16,
author = {Ming Jiang and
Li Zhang},
editor = {Plamen Angelov and
Yannis Manolopoulos and
Lazaros S. Iliadis and
Asim Roy and
Marley M. B. R. Vellasco},
title = {Learning Using Multiple-Type Privileged Information and SVM+ThinkTank},
booktitle = {Advances in Big Data - Proceedings of the 2nd {INNS} Conference on
Big Data, October 23-25, 2016, Thessaloniki, Greece},
series = {Advances in Intelligent Systems and Computing},
volume = {529},
pages = {81--88},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-47898-2\_9},
doi = {10.1007/978-3-319-47898-2\_9},
timestamp = {Tue, 19 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/inns/JiangZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns/KakemotoN16,
author = {Yoshitsugu Kakemoto and
Shinichi Nakasuka},
editor = {Plamen Angelov and
Yannis Manolopoulos and
Lazaros S. Iliadis and
Asim Roy and
Marley M. B. R. Vellasco},
title = {Learning Symbols by Neural Network},
booktitle = {Advances in Big Data - Proceedings of the 2nd {INNS} Conference on
Big Data, October 23-25, 2016, Thessaloniki, Greece},
series = {Advances in Intelligent Systems and Computing},
volume = {529},
pages = {89--99},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-47898-2\_10},
doi = {10.1007/978-3-319-47898-2\_10},
timestamp = {Wed, 24 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/inns/KakemotoN16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns/KalouK16,
author = {Aikaterini K. Kalou and
Dimitrios A. Koutsomitropoulos},
editor = {Plamen Angelov and
Yannis Manolopoulos and
Lazaros S. Iliadis and
Asim Roy and
Marley M. B. R. Vellasco},
title = {An Infrastructure and Approach for Inferring Knowledge Over Big Data
in the Vehicle Insurance Industry},
booktitle = {Advances in Big Data - Proceedings of the 2nd {INNS} Conference on
Big Data, October 23-25, 2016, Thessaloniki, Greece},
series = {Advances in Intelligent Systems and Computing},
volume = {529},
pages = {293--303},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-47898-2\_30},
doi = {10.1007/978-3-319-47898-2\_30},
timestamp = {Wed, 24 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/inns/KalouK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns/KarponiT16,
author = {Konstantina Karponi and
Grigorios Tsoumakas},
editor = {Plamen Angelov and
Yannis Manolopoulos and
Lazaros S. Iliadis and
Asim Roy and
Marley M. B. R. Vellasco},
title = {An Empirical Comparison of Methods for Multi-label Data Stream Classification},
booktitle = {Advances in Big Data - Proceedings of the 2nd {INNS} Conference on
Big Data, October 23-25, 2016, Thessaloniki, Greece},
series = {Advances in Intelligent Systems and Computing},
volume = {529},
pages = {151--159},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-47898-2\_16},
doi = {10.1007/978-3-319-47898-2\_16},
timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/inns/KarponiT16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns/KoseES16,
author = {Burak K{\"{o}}se and
S{\"{u}}leyman Eken and
Ahmet Sayar},
editor = {Plamen Angelov and
Yannis Manolopoulos and
Lazaros S. Iliadis and
Asim Roy and
Marley M. B. R. Vellasco},
title = {Playlist Generation via Vector Representation of Songs},
booktitle = {Advances in Big Data - Proceedings of the 2nd {INNS} Conference on
Big Data, October 23-25, 2016, Thessaloniki, Greece},
series = {Advances in Intelligent Systems and Computing},
volume = {529},
pages = {179--185},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-47898-2\_19},
doi = {10.1007/978-3-319-47898-2\_19},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/inns/KoseES16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns/KucukkececiY16,
author = {Cihan K{\"{u}}{\c{c}}{\"{u}}kke{\c{c}}eci and
Adnan Yazici},
editor = {Plamen Angelov and
Yannis Manolopoulos and
Lazaros S. Iliadis and
Asim Roy and
Marley M. B. R. Vellasco},
title = {A Graph-Based Big Data Model for Wireless Multimedia Sensor Networks},
booktitle = {Advances in Big Data - Proceedings of the 2nd {INNS} Conference on
Big Data, October 23-25, 2016, Thessaloniki, Greece},
series = {Advances in Intelligent Systems and Computing},
volume = {529},
pages = {205--215},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-47898-2\_22},
doi = {10.1007/978-3-319-47898-2\_22},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/inns/KucukkececiY16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns/LorbeerKDSRK16,
author = {Boris Lorbeer and
Ana Kosareva and
Bersant Deva and
Dzenan Softic and
Peter Ruppel and
Axel K{\"{u}}pper},
editor = {Plamen Angelov and
Yannis Manolopoulos and
Lazaros S. Iliadis and
Asim Roy and
Marley M. B. R. Vellasco},
title = {{A-BIRCH:} Automatic Threshold Estimation for the {BIRCH} Clustering
Algorithm},
booktitle = {Advances in Big Data - Proceedings of the 2nd {INNS} Conference on
Big Data, October 23-25, 2016, Thessaloniki, Greece},
series = {Advances in Intelligent Systems and Computing},
volume = {529},
pages = {169--178},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-47898-2\_18},
doi = {10.1007/978-3-319-47898-2\_18},
timestamp = {Wed, 24 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/inns/LorbeerKDSRK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns/MademlisTNP16,
author = {Ioannis Mademlis and
Anastasios Tefas and
Nikos Nikolaidis and
Ioannis Pitas},
editor = {Plamen Angelov and
Yannis Manolopoulos and
Lazaros S. Iliadis and
Asim Roy and
Marley M. B. R. Vellasco},
title = {Compact Video Description and Representation for Automated Summarization
of Human Activities},
booktitle = {Advances in Big Data - Proceedings of the 2nd {INNS} Conference on
Big Data, October 23-25, 2016, Thessaloniki, Greece},
series = {Advances in Intelligent Systems and Computing},
volume = {529},
pages = {18--28},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-47898-2\_3},
doi = {10.1007/978-3-319-47898-2\_3},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/inns/MademlisTNP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns/OktayS16,
author = {Talha Oktay and
Ahmet Sayar},
editor = {Plamen Angelov and
Yannis Manolopoulos and
Lazaros S. Iliadis and
Asim Roy and
Marley M. B. R. Vellasco},
title = {Analyzing Big Security Logs in Cluster with Apache Spark},
booktitle = {Advances in Big Data - Proceedings of the 2nd {INNS} Conference on
Big Data, October 23-25, 2016, Thessaloniki, Greece},
series = {Advances in Intelligent Systems and Computing},
volume = {529},
pages = {131--138},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-47898-2\_14},
doi = {10.1007/978-3-319-47898-2\_14},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/inns/OktayS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns/OnetoFCCPDMA16,
author = {Luca Oneto and
Emanuele Fumeo and
Giorgio Clerico and
Renzo Canepa and
Federico Papa and
Carlo Dambra and
Nadia Mazzino and
Davide Anguita},
editor = {Plamen Angelov and
Yannis Manolopoulos and
Lazaros S. Iliadis and
Asim Roy and
Marley M. B. R. Vellasco},
title = {Delay Prediction System for Large-Scale Railway Networks Based on
Big Data Analytics},
booktitle = {Advances in Big Data - Proceedings of the 2nd {INNS} Conference on
Big Data, October 23-25, 2016, Thessaloniki, Greece},
series = {Advances in Intelligent Systems and Computing},
volume = {529},
pages = {139--150},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-47898-2\_15},
doi = {10.1007/978-3-319-47898-2\_15},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/inns/OnetoFCCPDMA16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns/ParkinsonB16,
author = {Howard J. Parkinson and
Gary J. Bamford},
editor = {Plamen Angelov and
Yannis Manolopoulos and
Lazaros S. Iliadis and
Asim Roy and
Marley M. B. R. Vellasco},
title = {Big Data and the Virtuous Circle of Railway Digitization},
booktitle = {Advances in Big Data - Proceedings of the 2nd {INNS} Conference on
Big Data, October 23-25, 2016, Thessaloniki, Greece},
series = {Advances in Intelligent Systems and Computing},
volume = {529},
pages = {314--322},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-47898-2\_32},
doi = {10.1007/978-3-319-47898-2\_32},
timestamp = {Wed, 24 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/inns/ParkinsonB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns/PassalisT16,
author = {Nikolaos Passalis and
Anastasios Tefas},
editor = {Plamen Angelov and
Yannis Manolopoulos and
Lazaros S. Iliadis and
Asim Roy and
Marley M. B. R. Vellasco},
title = {Spatial Bag of Features Learning for Large Scale Face Image Retrieval},
booktitle = {Advances in Big Data - Proceedings of the 2nd {INNS} Conference on
Big Data, October 23-25, 2016, Thessaloniki, Greece},
series = {Advances in Intelligent Systems and Computing},
volume = {529},
pages = {8--17},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-47898-2\_2},
doi = {10.1007/978-3-319-47898-2\_2},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/inns/PassalisT16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns/PerezR16,
author = {Jorge Luis Rivero P{\'{e}}rez and
Bernardete Ribeiro},
editor = {Plamen Angelov and
Yannis Manolopoulos and
Lazaros S. Iliadis and
Asim Roy and
Marley M. B. R. Vellasco},
title = {Attribute Learning for Network Intrusion Detection},
booktitle = {Advances in Big Data - Proceedings of the 2nd {INNS} Conference on
Big Data, October 23-25, 2016, Thessaloniki, Greece},
series = {Advances in Intelligent Systems and Computing},
volume = {529},
pages = {39--49},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-47898-2\_5},
doi = {10.1007/978-3-319-47898-2\_5},
timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/inns/PerezR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns/PetridisGT16,
author = {Panagiotis Petridis and
Anastasios Gounaris and
Jordi Torres},
editor = {Plamen Angelov and
Yannis Manolopoulos and
Lazaros S. Iliadis and
Asim Roy and
Marley M. B. R. Vellasco},
title = {Spark Parameter Tuning via Trial-and-Error},
booktitle = {Advances in Big Data - Proceedings of the 2nd {INNS} Conference on
Big Data, October 23-25, 2016, Thessaloniki, Greece},
series = {Advances in Intelligent Systems and Computing},
volume = {529},
pages = {226--237},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-47898-2\_24},
doi = {10.1007/978-3-319-47898-2\_24},
timestamp = {Wed, 24 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/inns/PetridisGT16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns/PolykalasP16,
author = {Spyros E. Polykalas and
George N. Prezerakos},
editor = {Plamen Angelov and
Yannis Manolopoulos and
Lazaros S. Iliadis and
Asim Roy and
Marley M. B. R. Vellasco},
title = {Predicting Human Behavior Based on Web Search Activity: Greek Referendum
of 2015},
booktitle = {Advances in Big Data - Proceedings of the 2nd {INNS} Conference on
Big Data, October 23-25, 2016, Thessaloniki, Greece},
series = {Advances in Intelligent Systems and Computing},
volume = {529},
pages = {1--7},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-47898-2\_1},
doi = {10.1007/978-3-319-47898-2\_1},
timestamp = {Wed, 24 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/inns/PolykalasP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns/SamudioeTK16,
author = {Oscar Samudio and
Marley M. B. R. Vellasco and
Ricardo Tanscheit and
Adriano S. Koshiyama},
editor = {Plamen Angelov and
Yannis Manolopoulos and
Lazaros S. Iliadis and
Asim Roy and
Marley M. B. R. Vellasco},
title = {RandomFIS: {A} Fuzzy Classification System for Big Datasets},
booktitle = {Advances in Big Data - Proceedings of the 2nd {INNS} Conference on
Big Data, October 23-25, 2016, Thessaloniki, Greece},
series = {Advances in Intelligent Systems and Computing},
volume = {529},
pages = {262--272},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-47898-2\_27},
doi = {10.1007/978-3-319-47898-2\_27},
timestamp = {Mon, 04 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/inns/SamudioeTK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns/Serrano16,
author = {Will Serrano},
editor = {Plamen Angelov and
Yannis Manolopoulos and
Lazaros S. Iliadis and
Asim Roy and
Marley M. B. R. Vellasco},
title = {A Big Data Intelligent Search Assistant Based on the Random Neural
Network},
booktitle = {Advances in Big Data - Proceedings of the 2nd {INNS} Conference on
Big Data, October 23-25, 2016, Thessaloniki, Greece},
series = {Advances in Intelligent Systems and Computing},
volume = {529},
pages = {254--261},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-47898-2\_26},
doi = {10.1007/978-3-319-47898-2\_26},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/inns/Serrano16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns/TacconelliR16,
author = {Giada Tacconelli and
Manuel Roveri},
editor = {Plamen Angelov and
Yannis Manolopoulos and
Lazaros S. Iliadis and
Asim Roy and
Marley M. B. R. Vellasco},
title = {A CPM-Based Change Detection Test for Big Data},
booktitle = {Advances in Big Data - Proceedings of the 2nd {INNS} Conference on
Big Data, October 23-25, 2016, Thessaloniki, Greece},
series = {Advances in Intelligent Systems and Computing},
volume = {529},
pages = {100--110},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-47898-2\_11},
doi = {10.1007/978-3-319-47898-2\_11},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/inns/TacconelliR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns/Triantafyllidou16,
author = {Danai Triantafyllidou and
Anastasios Tefas},
editor = {Plamen Angelov and
Yannis Manolopoulos and
Lazaros S. Iliadis and
Asim Roy and
Marley M. B. R. Vellasco},
title = {A Fast Deep Convolutional Neural Network for Face Detection in Big
Visual Data},
booktitle = {Advances in Big Data - Proceedings of the 2nd {INNS} Conference on
Big Data, October 23-25, 2016, Thessaloniki, Greece},
series = {Advances in Intelligent Systems and Computing},
volume = {529},
pages = {61--70},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-47898-2\_7},
doi = {10.1007/978-3-319-47898-2\_7},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/inns/Triantafyllidou16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns/VafopoulosANRVS16,
author = {Michalis Vafopoulos and
Ioannis Anagnostopoulos and
Dimitrios Negkas and
Gerasimos Razis and
Georgios Vafeiadis and
Ilias Skaros and
Konstantinos Glykos and
Aggelos Tzani and
Eleftherios Galanos},
editor = {Plamen Angelov and
Yannis Manolopoulos and
Lazaros S. Iliadis and
Asim Roy and
Marley M. B. R. Vellasco},
title = {Big Data for a Linked Open Economy},
booktitle = {Advances in Big Data - Proceedings of the 2nd {INNS} Conference on
Big Data, October 23-25, 2016, Thessaloniki, Greece},
series = {Advances in Intelligent Systems and Computing},
volume = {529},
pages = {273--282},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-47898-2\_28},
doi = {10.1007/978-3-319-47898-2\_28},
timestamp = {Fri, 27 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/inns/VafopoulosANRVS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns/VakaliKP16,
author = {Athena Vakali and
Nikolaos Kitmeridis and
Maria Panourgia},
editor = {Plamen Angelov and
Yannis Manolopoulos and
Lazaros S. Iliadis and
Asim Roy and
Marley M. B. R. Vellasco},
title = {A Distributed Framework for Early Trending Topics Detection on Big
Social Networks Data Threads},
booktitle = {Advances in Big Data - Proceedings of the 2nd {INNS} Conference on
Big Data, October 23-25, 2016, Thessaloniki, Greece},
series = {Advances in Intelligent Systems and Computing},
volume = {529},
pages = {186--194},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-47898-2\_20},
doi = {10.1007/978-3-319-47898-2\_20},
timestamp = {Wed, 24 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/inns/VakaliKP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns/WollsenHJ16,
author = {Morten Gill Wollsen and
John Hallam and
Bo N{\o}rregaard J{\o}rgensen},
editor = {Plamen Angelov and
Yannis Manolopoulos and
Lazaros S. Iliadis and
Asim Roy and
Marley M. B. R. Vellasco},
title = {Novel Automatic Filter-Class Feature Selection for Machine Learning
Regression},
booktitle = {Advances in Big Data - Proceedings of the 2nd {INNS} Conference on
Big Data, October 23-25, 2016, Thessaloniki, Greece},
series = {Advances in Intelligent Systems and Computing},
volume = {529},
pages = {71--80},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-47898-2\_8},
doi = {10.1007/978-3-319-47898-2\_8},
timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/inns/WollsenHJ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns/YoonRT16,
author = {Hong{-}Jun Yoon and
Arvind Ramanathan and
Georgia D. Tourassi},
editor = {Plamen Angelov and
Yannis Manolopoulos and
Lazaros S. Iliadis and
Asim Roy and
Marley M. B. R. Vellasco},
title = {Multi-task Deep Neural Networks for Automated Extraction of Primary
Site and Laterality Information from Cancer Pathology Reports},
booktitle = {Advances in Big Data - Proceedings of the 2nd {INNS} Conference on
Big Data, October 23-25, 2016, Thessaloniki, Greece},
series = {Advances in Intelligent Systems and Computing},
volume = {529},
pages = {195--204},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-47898-2\_21},
doi = {10.1007/978-3-319-47898-2\_21},
timestamp = {Wed, 24 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/inns/YoonRT16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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