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ORCIDHugo Jair Escalante
Hugo Jair Escalante Balderas
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- affiliation: Facultad de Ingeniería Mecánica y Eléctrica, Universidad Autónoma de Nuevo León
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2020 – today
- 2022
[j69]Júlio C. S. Jacques Júnior
, Yagmur Güçlütürk, Marc Pérez, Umut Güçlü, Carlos Andújar, Xavier Baró, Hugo Jair Escalante, Isabelle Guyon, Marcel A. J. van Gerven, Rob van Lier, Sergio Escalera:
First Impressions: A Survey on Vision-Based Apparent Personality Trait Analysis. IEEE Trans. Affect. Comput. 13(1): 75-95 (2022)- [j68]Hugo Jair Escalante, Heysem Kaya, Albert Ali Salah, Sergio Escalera, Yagmur Güçlütürk, Umut Güçlü, Xavier Baró, Isabelle Guyon, Júlio C. S. Jacques Júnior, Meysam Madadi, Stéphane Ayache, Evelyne Viegas, Furkan Gürpinar, Achmadnoer Sukma Wicaksana, Cynthia C. S. Liem, Marcel A. J. van Gerven, Rob van Lier:
Modeling, Recognizing, and Explaining Apparent Personality From Videos. IEEE Trans. Affect. Comput. 13(2): 894-911 (2022) - [c109]Sandra Eugenia Barajas Montiel, Eduardo F. Morales, Hugo Jair Escalante:
Multi-view Learning for EEG Signal Classification of Imagined Speech. MCPR 2022: 191-200 - [c108]Karla María Valencia-Segura, Hugo Jair Escalante, Luis Villaseñor Pineda:
Leveraging Multiple Characterizations of Social Media Users for Depression Detection Using Data Fusion. MCPR 2022: 215-224 - 2021
- [j67]Manuel Vargas-Felipe, Luis Pellegrin, Aldo A. Guevara-Carrizales, Adrián Pastor López-Monroy, Hugo Jair Escalante, José Ángel González-Fraga:
Desert bighorn sheep (Ovis canadensis) recognition from camera traps based on learned features. Ecol. Informatics 64: 101328 (2021) - [j66]Ajian Liu, Xuan Li, Jun Wan, Yanyan Liang, Sergio Escalera, Hugo Jair Escalante, Meysam Madadi, Yi Jin, Zhuoyuan Wu, Xiaogang Yu, Zichang Tan, Qi Yuan, Ruikun Yang, Benjia Zhou, Guodong Guo, Stan Z. Li:
Cross-ethnicity face anti-spoofing recognition challenge: A review. IET Biom. 10(1): 24-43 (2021) - [j65]Hugo Jair Escalante, Quanming Yao, Wei-Wei Tu, Nelishia Pillay, Rong Qu, Yang Yu, Neil Houlsby:
Guest Editorial: Automated Machine Learning. IEEE Trans. Pattern Anal. Mach. Intell. 43(9): 2887-2890 (2021) - [j64]Flor Miriam Plaza del Arco, Marco Casavantes, Hugo Jair Escalante, María Teresa Martín Valdivia, Arturo Montejo-Ráez, Manuel Montes-y-Gómez, Horacio Jesús Jarquín-Vásquez, Luis Villaseñor Pineda:
Overview of MeOffendEs at IberLEF 2021: Offensive Language Detection in Spanish Variants. Proces. del Leng. Natural 67: 183-194 (2021) - [j63]Jun Wan, Sergio Escalera, Hugo Jair Escalante, Guodong Guo, Stan Z. Li:
Special Issue on Face Presentation Attack Detection. IEEE Trans. Biom. Behav. Identity Sci. 3(3): 282-284 (2021) - [c107]Horacio Jesús Jarquín-Vásquez, Hugo Jair Escalante, Manuel Montes-y-Gómez:
Self-Contextualized Attention for Abusive Language Identification. SocialNLP@NAACL 2021: 103-112 - [c106]Ajian Liu, Chenxu Zhao, Zitong Yu, Anyang Su, Xing Liu, Zijian Kong, Jun Wan, Sergio Escalera, Hugo Jair Escalante, Zhen Lei, Guodong Guo:
3D High-Fidelity Mask Face Presentation Attack Detection Challenge. ICCVW 2021: 814-823 - [c105]Jesús García-Ramírez, Eduardo F. Morales, Hugo Jair Escalante:
Multi-source Transfer Learning for Deep Reinforcement Learning. MCPR 2021: 131-140 - [c104]Miguel A. Palacios-Alonso, Hugo Jair Escalante, Luis Enrique Sucar:
Perceptual and Pixel-Wise Information for Visual Novelty Detection. MCPR 2021: 251-260 - [c103]Jesús García-Ramírez, Eduardo F. Morales, Hugo Jair Escalante:
Source Task Selection in Time Series via Performance Prediction. MICAI (1) 2021: 121-130 - [p3]Hugo Jair Escalante:
Automated Machine Learning - A Brief Review at the End of the Early Years. Automated Design of Machine Learning and Search Algorithms 2021: 11-28 - [e12]Alberto Del Bimbo, Rita Cucchiara, Stan Sclaroff, Giovanni Maria Farinella, Tao Mei, Marco Bertini, Hugo Jair Escalante, Roberto Vezzani:
Pattern Recognition. ICPR International Workshops and Challenges - Virtual Event, January 10-15, 2021, Proceedings, Part I. Lecture Notes in Computer Science 12661, Springer 2021, ISBN 978-3-030-68762-5 [contents] - [e11]Alberto Del Bimbo, Rita Cucchiara, Stan Sclaroff, Giovanni Maria Farinella, Tao Mei, Marco Bertini, Hugo Jair Escalante, Roberto Vezzani:
Pattern Recognition. ICPR International Workshops and Challenges - Virtual Event, January 10-15, 2021, Proceedings, Part II. Lecture Notes in Computer Science 12662, Springer 2021, ISBN 978-3-030-68789-2 [contents] - [e10]Alberto Del Bimbo, Rita Cucchiara, Stan Sclaroff, Giovanni Maria Farinella, Tao Mei, Marco Bertini, Hugo Jair Escalante, Roberto Vezzani:
Pattern Recognition. ICPR International Workshops and Challenges - Virtual Event, January 10-15, 2021, Proceedings, Part III. Lecture Notes in Computer Science 12663, Springer 2021, ISBN 978-3-030-68795-3 [contents] - [e9]Alberto Del Bimbo, Rita Cucchiara, Stan Sclaroff, Giovanni Maria Farinella, Tao Mei, Marco Bertini, Hugo Jair Escalante, Roberto Vezzani:
Pattern Recognition. ICPR International Workshops and Challenges - Virtual Event, January 10-15, 2021, Proceedings, Part IV. Lecture Notes in Computer Science 12664, Springer 2021, ISBN 978-3-030-68798-4 [contents] - [e8]Alberto Del Bimbo, Rita Cucchiara, Stan Sclaroff, Giovanni Maria Farinella, Tao Mei, Marco Bertini, Hugo Jair Escalante, Roberto Vezzani:
Pattern Recognition. ICPR International Workshops and Challenges - Virtual Event, January 10-15, 2021, Proceedings, Part V. Lecture Notes in Computer Science 12665, Springer 2021, ISBN 978-3-030-68820-2 [contents] - [e7]Alberto Del Bimbo, Rita Cucchiara, Stan Sclaroff, Giovanni Maria Farinella, Tao Mei, Marco Bertini, Hugo Jair Escalante, Roberto Vezzani:
Pattern Recognition. ICPR International Workshops and Challenges - Virtual Event, January 10-15, 2021, Proceedings, Part VI. Lecture Notes in Computer Science 12666, Springer 2021, ISBN 978-3-030-68779-3 [contents] - [e6]Alberto Del Bimbo, Rita Cucchiara, Stan Sclaroff, Giovanni Maria Farinella, Tao Mei, Marco Bertini, Hugo Jair Escalante, Roberto Vezzani:
Pattern Recognition. ICPR International Workshops and Challenges - Virtual Event, January 10-15, 2021, Proceedings, Part VII. Lecture Notes in Computer Science 12667, Springer 2021, ISBN 978-3-030-68786-1 [contents] - [e5]Alberto Del Bimbo, Rita Cucchiara, Stan Sclaroff, Giovanni Maria Farinella, Tao Mei, Marco Bertini, Hugo Jair Escalante, Roberto Vezzani:
Pattern Recognition. ICPR International Workshops and Challenges - Virtual Event, January 10-15, 2021, Proceedings, Part VIII. Lecture Notes in Computer Science 12668, Springer 2021, ISBN 978-3-030-68792-2 [contents] - [e4]Hugo Jair Escalante, Katja Hofmann:
NeurIPS 2020 Competition and Demonstration Track, 6-12 December 2020, Virtual Event / Vancouver, BC, Canada. Proceedings of Machine Learning Research 133, PMLR 2021 [contents] - [i25]Sergio Escalera, Marti Soler, Stéphane Ayache, Umut Güçlü, Jun Wan, Meysam Madadi, Xavier Baró, Hugo Jair Escalante, Isabelle Guyon:
ChaLearn Looking at People: Inpainting and Denoising challenges. CoRR abs/2106.13071 (2021) - [i24]Ajian Liu, Chenxu Zhao, Zitong Yu, Anyang Su, Xing Liu, Zijian Kong, Jun Wan, Sergio Escalera, Hugo Jair Escalante, Zhen Lei, Guodong Guo:
3D High-Fidelity Mask Face Presentation Attack Detection Challenge. CoRR abs/2108.06968 (2021) - [i23]Fernanda Hernández-Luquin, Hugo Jair Escalante:
Multi-Branch Deep Radial Basis Function Networks for Facial Emotion Recognition. CoRR abs/2109.03336 (2021) - [i22]Mélina Verger, Hugo Jair Escalante:
Predicting students' performance in online courses using multiple data sources. CoRR abs/2109.07903 (2021) - 2020
- [b1]Jun Wan, Guodong Guo, Sergio Escalera, Hugo Jair Escalante, Stan Z. Li:
Multi-Modal Face Presentation Attack Detection. Synthesis Lectures on Computer Vision, Morgan & Claypool Publishers 2020 - [j62]Sonia M. González-Lozoya, Jorge de la Calleja, Luis Pellegrin, Hugo Jair Escalante, Ma. Auxilio Medina, Antonio Benitez Ruiz:
Recognition of facial expressions based on CNN features. Multim. Tools Appl. 79(19-20): 13987-14007 (2020) - [j61]Sergio Escalera, Hugo Jair Escalante, Xavier Baró, Isabelle Guyon, Meysam Madadi, Jun Wan, Stéphane Ayache, Yagmur Güçlütürk, Umut Güçlü:
Guest Editorial: Image and Video Inpainting and Denoising. IEEE Trans. Pattern Anal. Mach. Intell. 42(5): 1021-1024 (2020) - [j60]Juan Aguilera, Luis Carlos González-Gurrola, Manuel Montes-y-Gómez, Roberto López, Hugo Jair Escalante:
From neighbors to strengths - the k-strongest strengths (kSS) classification algorithm. Pattern Recognit. Lett. 136: 301-308 (2020) - [j59]Mauricio Gonzalez-Soto, Luis Enrique Sucar, Hugo Jair Escalante:
Causal Games and Causal Nash Equilibrium. Res. Comput. Sci. 149(3): 123-133 (2020) - [j58]Shifeng Zhang, Ajian Liu, Jun Wan, Yanyan Liang, Guodong Guo, Sergio Escalera, Hugo Jair Escalante, Stan Z. Li:
CASIA-SURF: A Large-Scale Multi-Modal Benchmark for Face Anti-Spoofing. IEEE Trans. Biom. Behav. Identity Sci. 2(2): 182-193 (2020) - [c102]José Medardo Tapia-Téllez, Hugo Jair Escalante:
Data Augmentation with Transformers for Text Classification. MICAI (2) 2020: 247-259 - [c101]Hugo Jair Escalante, Katja Hofmann:
NeurIPS 2020 Competition and Demonstration Track: Revised selected papers. NeurIPS (Competition and Demos) 2020: 1-2 - [c100]Lino Rodriguez-Coayahuitl, Alicia Morales-Reyes, Hugo Jair Escalante, Carlos A. Coello Coello:
Cooperative Co-Evolutionary Genetic Programming for High Dimensional Problems. PPSN (2) 2020: 48-62 - [c99]Mario Ezra Aragón, Horacio Jesús Jarquín-Vásquez, Manuel Montes-y-Gómez, Hugo Jair Escalante, Luis Villaseñor Pineda, Helena Gómez-Adorno, Juan Pablo Posadas-Durán, Gemma Bel-Enguix:
Overview of MEX-A3T at IberLEF 2020: Fake News and Aggressiveness Analysis in Mexican Spanish. IberLEF@SEPLN 2020: 222-235 - [i21]Ajian Liu, Xuan Li, Jun Wan, Sergio Escalera, Hugo Jair Escalante, Meysam Madadi, Yi Jin, Zhuoyuan Wu, Xiaogang Yu, Zichang Tan, Qi Yuan, Ruikun Yang, Benjia Zhou, Guodong Guo, Stan Z. Li:
Cross-ethnicity Face Anti-spoofing Recognition Challenge: A Review. CoRR abs/2004.10998 (2020) - [i20]Hugo Jair Escalante:
Automated Machine Learning - a brief review at the end of the early years. CoRR abs/2008.08516 (2020) - [i19]Mauricio Gonzalez-Soto, Ivan R. Feliciano-Avelino, Luis Enrique Sucar, Hugo Jair Escalante Balderas:
Causal Structure Learning: a Bayesian approach based on random graphs. CoRR abs/2010.06164 (2020)
2010 – 2019
- 2019
- [j57]Margarita Gamarra, Eduardo E. Zurek, Hugo Jair Escalante, Leidy Hurtado, Homero San-Juan-Vergara:
Split and merge watershed: A two-step method for cell segmentation in fluorescence microscopy images. Biomed. Signal Process. Control. 53 (2019) - [j56]Luis Pellegrin, Octavio Loyola-González, José Ortiz-Bejar, Miguel Angel Medina-Pérez, Andrés Eduardo Gutiérrez-Rodríguez, Eric Sadit Tellez, Mario Graff, Sabino Miranda-Jiménez, Daniela Moctezuma, Mauricio García-Limón, Alicia Morales-Reyes, Carlos A. Reyes García, Eduardo F. Morales, Hugo Jair Escalante:
Image Annotation as Text-Image Matching: Challenge Design and Results. Computación y Sistemas 23(4) (2019) - [j55]Lino Rodriguez-Coayahuitl, Alicia Morales-Reyes, Hugo Jair Escalante:
Evolving autoencoding structures through genetic programming. Genet. Program. Evolvable Mach. 20(3): 413-440 (2019) - [j54]Adrián Pastor López-Monroy, Manuel Montes-y-Gómez, Hugo Jair Escalante, Fabio A. González:
Novel Distributional Visual-Feature Representations for image classification. Multim. Tools Appl. 78(9): 11313-11336 (2019) - [j53]Luis Pellegrin, Hugo Jair Escalante, Manuel Montes-y-Gómez, Fabio A. González:
Exploiting label semantic relatedness for unsupervised image annotation with large free vocabularies. Multim. Tools Appl. 78(14): 19641-19662 (2019) - [j52]Heidy Marisol Marín Castro, Jaciel D. Hernandez-Resendiz, Hugo Jair Escalante Balderas, Luis Pellegrin, Edgar Tello-Leal:
Chained ensemble classifier for image annotation. Multim. Tools Appl. 78(18): 26263-26285 (2019) - [j51]Gholamreza Anbarjafari, Sergio Escalera, Kamal Nasrollahi, Hugo Jair Escalante, Xavier Baró, Jun Wan, Thomas B. Moeslund:
Guest editorial: special issue on human abnormal behavioural analysis. Mach. Vis. Appl. 30(5): 807-811 (2019) - [j50]Jorge A. Vanegas, Hugo Jair Escalante, Fabio A. González:
Scalable multi-label annotation via semi-supervised kernel semantic embedding. Pattern Recognit. Lett. 123: 97-103 (2019) - [j49]Jorge A. Vanegas, Viviana Beltrán, Hugo Jair Escalante, Fabio A. González:
Transductive non-linear semantic embedding for multi-class classification. Pattern Recognit. Lett. 128: 370-377 (2019) - [c98]Jorge G. Madrid, Hugo Jair Escalante:
Meta-learning of Text Classification Tasks. CIARP 2019: 107-119 - [c97]Rodrigo Rill-García, Hugo Jair Escalante, Luis Villaseñor Pineda, Verónica Reyes-Meza:
High-Level Features for Multimodal Deception Detection in Videos. CVPR Workshops 2019: 1565-1573 - [c96]Ajian Liu, Jun Wan, Sergio Escalera, Hugo Jair Escalante, Zichang Tan, Qi Yuan, Kai Wang, Chi Lin, Guodong Guo, Isabelle Guyon, Stan Z. Li:
Multi-Modal Face Anti-Spoofing Attack Detection Challenge at CVPR2019. CVPR Workshops 2019: 1601-1610 - [c95]Lino Rodriguez-Coayahuitl, Alicia Morales-Reyes, Hugo Jair Escalante:
Convolutional Genetic Programming. MCPR 2019: 47-57 - [c94]Ivan Feliciano-Avelino, Miguel Ángel Álvarez Carmona, Hugo Jair Escalante, Manuel Montes-y-Gómez, Luis Villaseñor Pineda:
Cross-Cultural Image-Based Author Profiling in Twitter. MICAI 2019: 353-363 - [c93]Hugo Jair Escalante, Raia Hadsell:
NeurIPS 2019 Competition and Demonstration Track Revised selected papers. NeurIPS (Competition and Demos) 2019: 1-12 - [c92]Jorge G. Madrid, Hugo Jair Escalante, Eduardo F. Morales:
Meta-learning of Textual Representations. PKDD/ECML Workshops (1) 2019: 57-67 - [c91]Mario Ezra Aragón, Miguel Ángel Álvarez Carmona, Manuel Montes-y-Gómez, Hugo Jair Escalante, Luis Villaseñor Pineda, Daniela Moctezuma:
Overview of MEX-A3T at IberLEF 2019: Authorship and Aggressiveness Analysis in Mexican Spanish Tweets. IberLEF@SEPLN 2019: 478-494 - [p2]Isabelle Guyon, Lisheng Sun-Hosoya, Marc Boullé, Hugo Jair Escalante, Sergio Escalera, Zhengying Liu, Damir Jajetic, Bisakha Ray, Mehreen Saeed, Michèle Sebag, Alexander R. Statnikov, Wei-Wei Tu, Evelyne Viegas:
Analysis of the AutoML Challenge Series 2015-2018. Automated Machine Learning 2019: 177-219 - [e3]Zhaoxiang Zhang, David Suter, Yingli Tian, Alexandra Branzan Albu, Nicolas Sidère, Hugo Jair Escalante:
Pattern Recognition and Information Forensics - ICPR 2018 International Workshops, CVAUI, IWCF, and MIPPSNA, Beijing, China, August 20-24, 2018, Revised Selected Papers. Lecture Notes in Computer Science 11188, Springer 2019, ISBN 978-3-030-05791-6 [contents] - [e2]Hugo Jair Escalante, Raia Hadsell:
NeurIPS 2019 Competition and Demonstration Track, 8-14 December 2019, Vancouver, Canada. Revised selected papers. Proceedings of Machine Learning Research 123, PMLR 2019 [contents] - [i18]Mauricio Gonzalez-Soto, Luis Enrique Sucar, Hugo Jair Escalante:
A Guiding Principle for Causal Decision Problems. CoRR abs/1902.02279 (2019) - [i17]Hugo Jair Escalante, Wei-Wei Tu, Isabelle Guyon, Daniel L. Silver, Evelyne Viegas, Yuqiang Chen, Wenyuan Dai, Qiang Yang:
AutoML @ NeurIPS 2018 challenge: Design and Results. CoRR abs/1903.05263 (2019) - [i16]Jorge G. Madrid, Hugo Jair Escalante, Eduardo F. Morales:
Meta-learning of textual representations. CoRR abs/1906.08934 (2019) - [i15]Jorge G. Madrid, Hugo Jair Escalante, Eduardo F. Morales, Wei-Wei Tu, Yang Yu, Lisheng Sun-Hosoya, Isabelle Guyon, Michèle Sebag:
Towards AutoML in the presence of Drift: first results. CoRR abs/1907.10772 (2019) - [i14]Mauricio Gonzalez-Soto, Luis Enrique Sucar, Hugo Jair Escalante:
von Neumann-Morgenstern and Savage Theorems for Causal Decision Making. CoRR abs/1907.11752 (2019) - [i13]Shifeng Zhang, Ajian Liu, Jun Wan, Yanyan Liang, Guodong Guo, Sergio Escalera, Hugo Jair Escalante, Stan Z. Li:
CASIA-SURF: A Large-scale Multi-modal Benchmark for Face Anti-spoofing. CoRR abs/1908.10654 (2019) - [i12]Mauricio Gonzalez-Soto, Luis Enrique Sucar, Hugo Jair Escalante:
Causal Games and Causal Nash Equilibrium. CoRR abs/1910.06729 (2019) - 2018
- [j48]Israel Cruz-Vega, Carlos A. Reyes García, Hugo Jair Escalante, Jose de Jesus Rangel-Magdaleno, Juan Manuel Ramírez-Cortés:
Surrogate modeling based on granular models and fuzzy aptitude functions. Appl. Soft Comput. 65: 21-32 (2018) - [j47]Sergio Escalera, Jordi Gonzàlez, Hugo Jair Escalante, Xavier Baró, Isabelle Guyon:
Looking at People Special Issue. Int. J. Comput. Vis. 126(2-4): 141-143 (2018) - [j46]Miguel Ángel Álvarez Carmona, Luis Pellegrin, Manuel Montes-y-Gómez, Fernando Sánchez-Vega, Hugo Jair Escalante, Adrián Pastor López-Monroy, Luis Villaseñor Pineda, Esaú Villatoro-Tello:
A visual approach for age and gender identification on Twitter. J. Intell. Fuzzy Syst. 34(5): 3133-3145 (2018) - [j45]Sergio Escalera, Xavier Baró, Isabelle Guyon, Hugo Jair Escalante, Georgios Tzimiropoulos, Michel F. Valstar, Maja Pantic, Jeffrey F. Cohn, Takeo Kanade:
Guest Editorial: The Computational Face. IEEE Trans. Pattern Anal. Mach. Intell. 40(11): 2541-2545 (2018) - [j44]Jonathan Serrano-Pérez, Javier Sánchez-Junquera, Hugo Jair Escalante Balderas, Luis Villaseñor Pineda:
Detección automática de engaño en notas de opinión a partir de técnicas de perfilado de autores. Res. Comput. Sci. 147(6): 133-144 (2018) - [j43]Sergio Escalera, Xavier Baró, Isabelle Guyon, Hugo Jair Escalante:
Guest Editorial: Apparent Personality Analysis. IEEE Trans. Affect. Comput. 9(3): 299-302 (2018) - [j42]Yagmur Güçlütürk, Umut Güçlü, Xavier Baró, Hugo Jair Escalante, Isabelle Guyon, Sergio Escalera, Marcel A. J. van Gerven, Rob van Lier:
Multimodal First Impression Analysis with Deep Residual Networks. IEEE Trans. Affect. Comput. 9(3): 316-329 (2018) - [j41]Manuel Ricardo Carlos-Loya, Mario Ezra Aragón, Luis Carlos González-Gurrola, Hugo Jair Escalante, Fernando Martínez-Reyes:
Evaluation of Detection Approaches for Road Anomalies Based on Accelerometer Readings - Addressing Who's Who. IEEE Trans. Intell. Transp. Syst. 19(10): 3334-3343 (2018) - [c90]Dante López, Luis Villaseñor Pineda, Manuel Montes-y-Gómez, Eduardo F. Morales, Hugo Jair Escalante:
Predicting Academic-Challenge Success. CIARP 2018: 874-883 - [c89]Lino Rodriguez-Coayahuitl, Alicia Morales-Reyes, Hugo Jair Escalante:
Structurally Layered Representation Learning: Towards Deep Learning Through Genetic Programming. EuroGP 2018: 271-288 - [c88]Gabriela Ramírez-de-la-Rosa, Esaú Villatoro, Bogdan Ionescu, Hugo Jair Escalante, Sergio Escalera, Martha A. Larson, Henning Müller, Isabelle Guyon:
Overview of the Multimedia Information Processing for Personality & Social Networks Analysis Contest. CVAUI/IWCF/MIPPSNA@ICPR 2018: 127-139 - [c87]Ernesto Pérez Costa, Luis Villaseñor Pineda, Eduardo F. Morales, Hugo Jair Escalante:
Recognition of Apparent Personality Traits from Text and Handwritten Images. CVAUI/IWCF/MIPPSNA@ICPR 2018: 146-152 - [c86]Rodrigo Rill-García, Luis Villaseñor Pineda, Verónica Reyes-Meza, Hugo Jair Escalante:
From Text to Speech: A Multimodal Cross-Domain Approach for Deception Detection. CVAUI/IWCF/MIPPSNA@ICPR 2018: 164-177 - [c85]Sergio A. Serrano, Ricardo Benítez-Jimenez, Laura Nuñez-Rosas, Ma del Coro Arizmendi, Harold Greeney, Verónica Reyes-Meza, Eduardo F. Morales, Hugo Jair Escalante:
Automated Detection of Hummingbirds in Images: A Deep Learning Approach. MCPR 2018: 155-166 - [c84]Delia Irazú Hernández Farías, Manuel Montes-y-Gómez, Hugo Jair Escalante, Paolo Rosso, Viviana Patti:
A Knowledge-Based Weighted KNN for Detecting Irony in Twitter. MICAI (2) 2018: 194-206 - [c83]Ricardo Benítez-Jimenez, Eduardo F. Morales, Hugo Jair Escalante:
Bayesian Chain Classifier with Feature Selection for Multi-label Classification. MICAI (1) 2018: 232-243 - [c82]Adrián Pastor López-Monroy, Fabio A. González, Manuel Montes-y-Gómez, Hugo Jair Escalante, Thamar Solorio:
Early Text Classification Using Multi-Resolution Concept Representations. NAACL-HLT 2018: 1216-1225 - [c81]Miguel Ángel Álvarez Carmona, Estefanía Guzmán-Falcón, Manuel Montes-y-Gómez, Hugo Jair Escalante, Luis Villaseñor Pineda, Verónica Reyes-Meza, Antonio Rico Sulayes:
Overview of MEX-A3T at IberEval 2018: Authorship and Aggressiveness Analysis in Mexican Spanish Tweets. IberEval@SEPLN 2018: 74-96 - [i11]Hugo Jair Escalante, Heysem Kaya, Albert Ali Salah, Sergio Escalera, Yagmur Güçlütürk, Umut Güçlü, Xavier Baró, Isabelle Guyon, Júlio C. S. Jacques Júnior, Meysam Madadi, Stéphane Ayache, Evelyne Viegas, Furkan Gürpinar, Achmadnoer Sukma Wicaksana, Cynthia C. S. Liem, Marcel A. J. van Gerven, Rob van Lier:
Explaining First Impressions: Modeling, Recognizing, and Explaining Apparent Personality from Videos. CoRR abs/1802.00745 (2018) - [i10]Lino Rodriguez-Coayahuitl, Alicia Morales-Reyes, Hugo Jair Escalante:
Towards Deep Representation Learning with Genetic Programming. CoRR abs/1802.07133 (2018) - [i9]Júlio C. S. Jacques Júnior, Yagmur Güçlütürk, Marc Pérez, Umut Güçlü, Carlos Andújar, Xavier Baró, Hugo Jair Escalante, Isabelle Guyon, Marcel A. J. van Gerven, Rob van Lier, Sergio Escalera:
First Impressions: A Survey on Computer Vision-Based Apparent Personality Trait Analysis. CoRR abs/1804.08046 (2018) - [i8]Miguel Ángel Álvarez Carmona, Luis Pellegrin, Manuel Montes-y-Gómez, Fernando Sánchez-Vega, Hugo Jair Escalante, Adrián Pastor López-Monroy, Luis Villaseñor Pineda, Esaú Villatoro-Tello:
A visual approach for age and gender identification on Twitter. CoRR abs/1805.11166 (2018) - [i7]Mauricio Gonzalez-Soto, Luis Enrique Sucar, Hugo Jair Escalante:
Playing against Nature: causal discovery for decision making under uncertainty. CoRR abs/1807.01268 (2018) - [i6]Quanming Yao, Mengshuo Wang, Hugo Jair Escalante, Isabelle Guyon, Yi-Qi Hu, Yu-Feng Li, Wei-Wei Tu, Qiang Yang, Yang Yu:
Taking Human out of Learning Applications: A Survey on Automated Machine Learning. CoRR abs/1810.13306 (2018) - 2017
- [j40]Hugo Jair Escalante, Esaú Villatoro-Tello, Sara Elena Garza Villarreal, Adrián Pastor López-Monroy, Manuel Montes-y-Gómez, Luis Villaseñor Pineda:
Early detection of deception and aggressiveness using profile-based representations. Expert Syst. Appl. 89: 99-111 (2017) - [j39]José María Valencia-Ramírez, Mario Graff, Hugo Jair Escalante, Jaime Cerdá Jacobo:
An iterative genetic programming approach to prototype generation. Genet. Program. Evolvable Mach. 18(2): 123-147 (2017) - [j38]Eric Olmedo, Jorge de la Calleja, Alicia Morales-Reyes, Hugo Jair Escalante, Argelia B. Urbina Nájera, Ma. Auxilio Medina, Antonio Benitez Ruiz:
A parallel approach for the training stage of the Viola-Jones face detection algorithm. Intell. Data Anal. 21(5): 1097-1115 (2017) - [j37]Mario A. Saucedo-Espinosa, Hugo Jair Escalante, Arturo Berrones:
Detection of defective embedded bearings by sound analysis: a machine learning approach. J. Intell. Manuf. 28(2): 489-500 (2017) - [j36]Luis Pellegrin, Hugo Jair Escalante, Manuel Montes-y-Gómez, Fabio A. González:
Local and global approaches for unsupervised image annotation. Multim. Tools Appl. 76(15): 16389-16414 (2017) - [j35]Mario Graff, Hugo Jair Escalante, Fernando Ornelas-Tellez, Eric Sadit Tellez:
Time series forecasting with genetic programming. Nat. Comput. 16(1): 165-174 (2017) - [j34]Hugo Jair Escalante, Víctor Ponce-López, Sergio Escalera, Xavier Baró, Alicia Morales-Reyes, José Martínez-Carranza:
Evolving weighting schemes for the Bag of Visual Words. Neural Comput. Appl. 28(5): 925-939 (2017) - [j33]Hugo Jair Escalante, Maribel Marin-Castro, Alicia Morales-Reyes, Mario Graff, Alejandro Rosales-Pérez, Manuel Montes-y-Gómez, Carlos A. Reyes García, Jesus A. Gonzalez:
MOPG: a multi-objective evolutionary algorithm for prototype generation. Pattern Anal. Appl. 20(1): 33-47 (2017) - [j32]Hugo Jair Escalante, Isabelle Guyon, Vassilis Athitsos, Pat Jangyodsuk, Jun Wan:
Principal motion components for one-shot gesture recognition. Pattern Anal. Appl. 20(1): 167-182 (2017) - [j31]Javier Sánchez-Junquera, Luis Villaseñor Pineda, Hugo Jair Escalante, Manuel Montes-y-Gómez:
Detección del engaño en notas de opinión a través de técnicas tradicionales de clasificación automática de textos. Res. Comput. Sci. 134: 141-150 (2017) - [j30]Israel Cruz-Vega, Hugo Jair Escalante:
An online and incremental GRLVQ algorithm for prototype generation based on granular computing. Soft Comput. 21(14): 3931-3944 (2017) - [j29]Luis Carlos González-Gurrola, Ricardo Moreno, Hugo Jair Escalante, Fernando Martínez-Reyes, Manuel Ricardo Carlos:
Learning Roadway Surface Disruption Patterns Using the Bag of Words Representation. IEEE Trans. Intell. Transp. Syst. 18(11): 2916-2928 (2017) - [c80]Juan Martín Loyola, Marcelo Luis Errecalde, Hugo Jair Escalante, Manuel Montes-y-Gómez:
Learning When to Classify for Early Text Classification. CACIC 2017: 24-34 - [c79]Luis Pellegrin, Hugo Jair Escalante, Manuel Montes-y-Gómez, Mauricio Villegas, Fabio A. González:
A Flexible Framework for the Evaluation of Unsupervised Image Annotation. CIARP 2017: 508-516 - [c78]Jorge A. Vanegas, Hugo Jair Escalante, Fabio A. González:
Semi-supervised Online Kernel Semantic Embedding for Multi-label Annotation. CIARP 2017: 693-701 - [c77]Adrián Pastor López-Monroy, Manuel Montes-y-Gómez, Hugo Jair Escalante, Luis Villaseñor Pineda, Thamar Solorio:
Social-Media Users can be profiled by their Similarity with other Users. CLEF (Working Notes) 2017 - [c76]Maryam Asadi-Aghbolaghi, Albert Clapés, Marco Bellantonio, Hugo Jair Escalante, Víctor Ponce-López, Xavier Baró, Isabelle Guyon, Shohreh Kasaei, Sergio Escalera:
A Survey on Deep Learning Based Approaches for Action and Gesture Recognition in Image Sequences. FG 2017: 476-483 - [c75]Yagmur Güçlütürk, Umut Güçlü, Marc Pérez, Hugo Jair Escalante, Xavier Baró, Carlos Andújar, Isabelle Guyon, Júlio C. S. Jacques Júnior, Meysam Madadi, Sergio Escalera, Marcel A. J. van Gerven, Rob van Lier:
Visualizing Apparent Personality Analysis with Deep Residual Networks. ICCV Workshops 2017: 3101-3109 - [c74]Jun Wan, Sergio Escalera, Gholamreza Anbarjafari, Hugo Jair Escalante, Xavier Baró, Isabelle Guyon, Meysam Madadi, Juri Allik, Jelena Gorbova, Chi Lin, Yiliang Xie:
Results and Analysis of ChaLearn LAP Multi-modal Isolated and Continuous Gesture Recognition, and Real Versus Fake Expressed Emotions Challenges. ICCV Workshops 2017: 3189-3197 - [c73]Sergio Escalera, Xavier Baró, Hugo Jair Escalante, Isabelle Guyon:
ChaLearn looking at people: A review of events and resources. IJCNN 2017: 1594-1601 - [c72]Hugo Jair Escalante, Isabelle Guyon, Sergio Escalera, Júlio C. S. Jacques Júnior, Meysam Madadi, Xavier Baró, Stéphane Ayache, Evelyne Viegas, Yagmur Güçlütürk, Umut Güçlü, Marcel A. J. van Gerven,