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A Closer Look at Art Mediums: The MAMe Image Classification Dataset


Jul 27, 2020
Ferran Par├ęs, Anna Arias-Duart, Dario Garcia-Gasulla, Gema Campo-Franc├ęs, Nina Viladrich, Eduard Ayguad├ę, Jes├║s Labarta


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Recommendations for machine learning validation in biology


Jun 25, 2020
Ian Walsh, Dmytro Fishman, Dario Garcia-Gasulla, Tiina Titma, The ELIXIR Machine Learning focus group, Jen Harrow, Fotis E. Psomopoulos, Silvio C. E. Tosatto


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Global Data Science Project for COVID-19 Summary Report


Jun 10, 2020
Dario Garcia-Gasulla, Sergio Alvarez Napagao, Irene Li, Hiroshi Maruyama, Hiroki Kanezashi, Raquel P'erez-Arnal, Kunihiko Miyoshi, Euma Ishii, Keita Suzuki, Sayaka Shiba, Mariko Kurokawa, Yuta Kanzawa, Naomi Nakagawa, Masatoshi Hanai, Yixin Li, Tianxiao Li

* 42 pages, 49 figures 

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The Impact of COVID-19 on Flight Networks


Jun 05, 2020
Toyotaro Suzumura, Hiroki Kanezashi, Mishal Dholakia, Euma Ishii, Sergio Alvarez Napagao, Raquel P├ęrez-Arnal, Dario Garcia-Gasulla

* 12 pages, 42 figures. Toyotaro Suzumura and Hiroki Kanezashi contributed equally to this work 

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Obstruction level detection of sewer videos using convolutional neural networks


Feb 04, 2020
Mario A. Gutierrez-Mondragon, Dario Garcia-Gasulla, Sergio Alvarez-Napagao, Jaume Brossa-Ordo├▒ez, Rafael Gimenez-Esteban


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MetH: A family of high-resolution and variable-shape image challenges


Nov 29, 2019
Ferran Par├ęs, Dario Garcia-Gasulla, Harald Servat, Jes├║s Labarta, Eduard Ayguad├ę

* Submitted to ECAI 

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Random Forest as a Tumour Genetic Marker Extractor


Nov 26, 2019
Raquel P├ęrez-Arnal, Dario Garcia-Gasulla, David Torrents, Ferran Par├ęs, Ulises Cort├ęs, Jes├║s Labarta, Eduard Ayguad├ę


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Feature discriminativity estimation in CNNs for transfer learning


Nov 08, 2019
Victor Gimenez-Abalos, Armand Vilalta, Dario Garcia-Gasulla, Jesus Labarta, Eduard Ayguad├ę

* Volume 319: Artificial Intelligence Research and Development 2019 
* Presented in the 22nd International Conference of the Catalan Association for Artificial Intelligence (CCIA 19) 

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A Visual Distance for WordNet


Apr 27, 2018
Raquel P├ęrez-Arnal, Armand Vilalta, Dario Garcia-Gasulla, Ulises Cort├ęs, Eduard Ayguad├ę, Jesus Labarta


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On the Behavior of Convolutional Nets for Feature Extraction


Jan 29, 2018
Dario Garcia-Gasulla, Ferran Par├ęs, Armand Vilalta, Jonatan Moreno, Eduard Ayguad├ę, Jes├║s Labarta, Ulises Cort├ęs, Toyotaro Suzumura

* Published in the Journal of Artificial Intelligence Research (JAIR), Special Track on Deep Learning, Knowledge Representation, and Reasoning 

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Building Graph Representations of Deep Vector Embeddings


Aug 09, 2017
Dario Garcia-Gasulla, Armand Vilalta, Ferran Par├ęs, Jonatan Moreno, Eduard Ayguad├ę, Jesus Labarta, Ulises Cort├ęs, Toyotaro Suzumura

* Accepted at the 2nd Workshop on Semantic Deep Learning (SemDeep-2) 

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Full-Network Embedding in a Multimodal Embedding Pipeline


Aug 09, 2017
Armand Vilalta, Dario Garcia-Gasulla, Ferran Par├ęs, Eduard Ayguad├ę, Jesus Labarta, Ulises Cort├ęs, Toyotaro Suzumura

* In 2nd Workshop on Semantic Deep Learning (SemDeep-2) at the 12th International Conference on Computational Semantics (IWCS) 2017 

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An Out-of-the-box Full-network Embedding for Convolutional Neural Networks


May 22, 2017
Dario Garcia-Gasulla, Armand Vilalta, Ferran Par├ęs, Jonatan Moreno, Eduard Ayguad├ę, Jesus Labarta, Ulises Cort├ęs, Toyotaro Suzumura


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Limitations and Alternatives for the Evaluation of Large-scale Link Prediction


Nov 25, 2016
Dario Garcia-Gasulla, Eduard Ayguad├ę, Jes├║s Labarta, Ulises Cort├ęs

* Submitted to New Generation Computing, 15 pages, 4 tables, 4 figures 

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