Hugo Jair Escalante

264 papers A* 1A 5B 15C 8Misc 4Journal 124Unranked 89

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	CM-CLIP: Few-shot Cross-modal Generalization for Face Anti-spoofing via Prompt Learning. Mach. Intell. Res. Hui Ma, Ajian Liu, Xun Lin, Hugo Jair Escalante, Isabelle Guyon, Jun Wan, Zhen Lei, Yanyan Liang
2025	J	`jnl`	Challenge design roadmap. J. Data-centric Mach. Learn. Res. Hugo Jair Escalante, Isabelle Guyon, Addison Howard, Walter Reade, Sébastien Treguer
2025	J	`jnl`	Dile: a distribution-based incremental learning approach. Pattern Anal. Appl. Eduardo F. Morales, Javier Herrera-Vega, Jonathan Serrano Cuevas, Yareli Aburto Sánchez, Luis Enrique Sucar, Hugo Jair Escalante
2025	—	`conf`	GAttention: Gated Attention for the Detection of Abusive Language. EMNLP (Findings) Horacio Jesús Jarquín-Vásquez, Hugo Jair Escalante, Manuel Montes-y-Gómez, Mario Ezra Aragón
2025	J	`jnl`	GHA: A Gated Hierarchical Attention Mechanism for the Detection of Abusive Language in Social Media. IEEE Trans. Affect. Comput. Horacio Jesús Jarquín-Vásquez, Hugo Jair Escalante, Manuel Montes-y-Gómez, Fabio A. González
2025	J	`jnl`	Overview of DIMEMEX at IberLEF 2025: Detection of Inappropriate Memes from Mexico. Proces. del Leng. Natural Horacio Jesús Jarquín-Vásquez, Itzel Tlelo-Coyotecatl, Delia Irazú Hernández Farías, Hugo Jair Escalante, Luis Villaseñor-Pineda, Manuel Montes-y-Gómez
2025	J	`jnl`	Symptom-Aware Depression Detection Using Graph Neural Networks. Proces. del Leng. Natural Karla María Valencia-Segura, Hugo Jair Escalante, Fernando Martínez Santiago, Luis Villaseñor-Pineda
2025	—	`conf`	UniAttackData+: Unified Physical-Digital Attack Detection+ Challenge. ICCVW Hui Ma, Ajian Liu, Yongze Li, Chuanbiao Song, Xiao Guo, Changtao Miao, Wanyi Zhuang, Junze Zheng, Shunxin Chen, Yan Hong, Jiabao Guo, Jiankang Deng, Jun Lan, Weiqiang Wang, Tao Gong, Qi Chu, Sergio Escalera, Hugo Jair Escalante, Xiaoming Liu, Zhen Lei, Isabelle Guyon, Yanyan Liang, Jun Wan
2024	J	`jnl`	Analysis of Systems' Performance in Natural Language Processing Competitions. CoRR Sergio Nava-Muñoz, Mario Graff, Hugo Jair Escalante
2024	J	`jnl`	Guest Editorial: AutoML for Nonstationary Data. IEEE Trans. Artif. Intell. Ran Cheng, Hugo Jair Escalante, Wei-Wei Tu, Jan N. van Rijn, Shuo Wang, Yun Yang
2024	—	`conf`	Labeling Comic Mischief Content in Online Videos with a Multimodal Hierarchical-Cross-Attention Model. LREC/COLING Elaheh Baharlouei, Mahsa Shafaei, Yigeng Zhang, Hugo Jair Escalante, Thamar Solorio
2024	J	`jnl`	Labeling Comic Mischief Content in Online Videos with a Multimodal Hierarchical-Cross-Attention Model. CoRR Elaheh Baharlouei, Mahsa Shafaei, Yigeng Zhang, Hugo Jair Escalante, Thamar Solorio
2024	—	`conf`	Multimodal-Attention Fusion for the Detection of Questionable Content in Videos. MCPR Arnold Morales, Elaheh Baharlouei, Thamar Solorio, Hugo Jair Escalante
2024	J	`jnl`	Overview of DIMEMEX at IberLEF 2024: Detection of Inappropriate Memes from Mexico. Proces. del Leng. Natural Horacio Jesús Jarquín-Vásquez, Itzel Tlelo-Coyotecatl, Marco Casavantes, Delia Irazú Hernández Farías, Hugo Jair Escalante, Luis Villaseñor-Pineda, Manuel Montes-y-Gómez
2024	—	`conf`	Progressive Self-supervised Multi-objective NAS for Image Classification. EvoApplications@EvoStar Cosijopii Garcia-Garcia, Alicia Morales-Reyes, Hugo Jair Escalante
2024	—	`conf`	Speeding up the Multi-objective NAS Through Incremental Learning. MICAI (2) Cosijopii Garcia-Garcia, Bilel Derbel, Alicia Morales-Reyes, Hugo Jair Escalante
2024	—	`conf`	Unified Physical-Digital Attack Detection Challenge. CVPR Workshops Haocheng Yuan, Ajian Liu, Junze Zheng, Jun Wan, Jiankang Deng, Sergio Escalera, Hugo Jair Escalante, Isabelle Guyon, Zhen Lei
2024	J	`jnl`	Unified Physical-Digital Attack Detection Challenge. CoRR Haocheng Yuan, Ajian Liu, Junze Zheng, Jun Wan, Jiankang Deng, Sergio Escalera, Hugo Jair Escalante, Isabelle Guyon, Zhen Lei
2023	J	`jnl`	Academic competitions. CoRR Hugo Jair Escalante, Aleksandra Kruchinina
2023	J	`jnl`	Automatic Depression Detection in Social Networks Using Multiple User Characterizations. Computación y Sistemas (CyS) Karla María Valencia-Segura, Hugo Jair Escalante, Luis Villaseñor-Pineda
2023	J	`jnl`	Automatic Image-based Galaxy Classification: An Approach Using Fractal Dimension Analysis. Res. Comput. Sci. Jorge de la Calleja, Elsa M. de la Calleja, Hugo Jair Escalante, Eduardo López Domínguez, María Auxilio Medina Nieto, Marco Aurelio Nuño-Maganda
2023	J	`jnl`	Automatic Selection of Multi-view Learning Techniques and Views for Pattern Recognition in Electroencephalogram Signals. Computación y Sistemas (CyS) Sandra Eugenia Barajas Montiel, Eduardo F. Morales, Hugo Jair Escalante, Carlos Alberto Reyes García
2023	J	`jnl`	Clasificación contextual de vocalizaciones de perros de asistencia apoyada por segmentación automática. Res. Comput. Sci. Roilhi Frajo Ibarra-Hernández, Luis Villaseñor-Pineda, Humberto Pérez-Espinoza, Hugo Jair Escalante
2023	J	`jnl`	CodaLab Competitions: An Open Source Platform to Organize Scientific Challenges. J. Mach. Learn. Res. Adrien Pavao, Isabelle Guyon, Anne-Catherine Letournel, Dinh-Tuan Tran, Xavier Baró, Hugo Jair Escalante, Sergio Escalera, Tyler Thomas, Zhen Xu
2023	—	`conf`	Comparison of Classifiers in Challenge Scheme. MCPR Sergio Nava-Muñoz, Mario Graff-Guerrero, Hugo Jair Escalante
2023	J	`jnl`	Comparison of classifiers in challenge scheme. CoRR Sergio Nava-Muñoz, Mario Graff-Guerrero, Hugo Jair Escalante
2023	J	`jnl`	Continuous Cartesian Genetic Programming based representation for Multi-Objective Neural Architecture Search. CoRR Cosijopii Garcia-Garcia, Alicia Morales-Reyes, Hugo Jair Escalante
2023	J	`jnl`	Continuous Cartesian Genetic Programming based representation for multi-objective neural architecture search. Appl. Soft Comput. Cosijopii Garcia-Garcia, Alicia Morales-Reyes, Hugo Jair Escalante
2023	—	`conf`	Improving the Identification of Abusive Language Through Careful Design of Pre-training Tasks. MCPR Horacio Jesús Jarquín-Vásquez, Hugo Jair Escalante, Manuel Montes-y-Gómez
2023	J	`jnl`	Learning a causal structure: a Bayesian random graph approach. Neural Comput. Appl. Mauricio Gonzalez-Soto, Ivan Feliciano-Avelino, Luis Enrique Sucar, Hugo Jair Escalante
2023	J	`jnl`	Multi-branch deep radial basis function networks for facial emotion recognition. Neural Comput. Appl. Fernanda Hernández-Luquin, Hugo Jair Escalante
2023	J	`jnl`	Overview of DA-VINCIS at IberLEF 2023: Detection of Aggressive and Violent Incidents from Social Media in Spanish. Proces. del Leng. Natural Horacio Jesús Jarquín-Vásquez, Delia Irazú Hernández Farías, Luis Joaquín Arellano, Hugo Jair Escalante, Luis Villaseñor-Pineda, Manuel Montes-y-Gómez, Fernando Sánchez-Vega
2023	—	`ed.`	Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2023) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2023), Jaén, Spain, September 26, 2023. IberLEF@SEPLN Manuel Montes-y-Gómez, Francisco Rangel, Salud María Jiménez-Zafra, Marco Casavantes, Begoña Altuna, Miguel Ángel Álvarez-Carmona, Gemma Bel-Enguix, Luis Chiruzzo, Iker de la Iglesia, Hugo Jair Escalante, Miguel Ángel García Cumbreras, José Antonio García-Díaz, José Ángel González Barba, Roberto Labadie Tamayo, Salvador Lima, Pablo Moral, Flor Miriam Plaza del Arco, Rafael Valencia-García
2023	J	`jnl`	Source tasks selection for transfer deep reinforcement learning: a case of study on Atari games. Neural Comput. Appl. Jesús García-Ramírez, Eduardo F. Morales, Hugo Jair Escalante
2023	—	`conf`	Surveillance Face Presentation Attack Detection Challenge. CVPR Workshops Hao Fang, Ajian Liu, Jun Wan, Sergio Escalera, Hugo Jair Escalante, Zhen Lei
2023	J	`jnl`	Surveillance Face Presentation Attack Detection Challenge. CoRR Hao Fang, Ajian Liu, Jun Wan, Sergio Escalera, Hugo Jair Escalante, Zhen Lei
2023	J	`jnl`	Towards the Monitoring of Violent Events in Social Media through Visual Information. Computación y Sistemas (CyS) Alejandro Escalante-Hernandez, Luis Joaquín Arellano, José de Jesús Lavalle-Martínez, Luis Villaseñor-Pineda, Hugo Jair Escalante
2023	J	`jnl`	TurboGP: A flexible and advanced python based GP library. CoRR Lino Alberto Rodríguez Coayahuitl, Alicia Morales-Reyes, Hugo Jair Escalante
2023	—	`conf`	Wild Face Anti-Spoofing Challenge 2023: Benchmark and Results. CVPR Workshops Dong Wang, Jia Guo, Qiqi Shao, Haochi He, Zhian Chen, Chuanbao Xiao, Ajian Liu, Sergio Escalera, Hugo Jair Escalante, Zhen Lei, Jun Wan, Jiankang Deng
2023	J	`jnl`	Wild Face Anti-Spoofing Challenge 2023: Benchmark and Results. CoRR Dong Wang, Jia Guo, Qiqi Shao, Haochi He, Zhian Chen, Chuanbao Xiao, Ajian Liu, Sergio Escalera, Hugo Jair Escalante, Zhen Lei, Jun Wan, Jiankang Deng
2022	B	`conf`	A multiplatform application for automatic recognition of personality traits for Learning Environments. ICALT Víctor Manuel Bátiz Beltrán, Ramón Zataraín-Cabada, María Lucía Barrón-Estrada, Héctor Manuel Cárdenas-López, Hugo Jair Escalante
2022	—	`conf`	CGP-NAS: real-based solutions encoding for multi-objective evolutionary neural architecture search. GECCO Companion Cosijopii Garcia-Garcia, Hugo Jair Escalante, Alicia Morales-Reyes
2022	J	`jnl`	Depression Recognition in Social Media based on Symptoms' Detection. Proces. del Leng. Natural Itzel Tlelo-Coyotecatl, Hugo Jair Escalante, Manuel Montes-y-Gómez
2022	C	`conf`	Detecting and Identifying Global Visual Novelties in Driving Scenarios. IV Miguel A. Palacios-Alonso, Hugo Jair Escalante, Luis Enrique Sucar
2022	—	`conf`	Dog emotion recognition from images in the wild: DEBIw dataset and first results. ACI Fernanda Hernández-Luquin, Hugo Jair Escalante, Benjamín Gutiérrez-Serafín, Humberto Pérez Espinosa, Luis Villaseñor-Pineda, Verónica Reyes-Meza
2022	J	`jnl`	First Impressions: A Survey on Vision-Based Apparent Personality Trait Analysis. IEEE Trans. Affect. Comput. 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
2022	—	`conf`	Leveraging Multiple Characterizations of Social Media Users for Depression Detection Using Data Fusion. MCPR Karla María Valencia-Segura, Hugo Jair Escalante, Luis Villaseñor-Pineda
2022	—	`conf`	Model Compression for Deep Reinforcement Learning Through Mutual Information. IBERAMIA Jesús García-Ramírez, Eduardo F. Morales, Hugo Jair Escalante
2022	J	`jnl`	Modeling, Recognizing, and Explaining Apparent Personality From Videos. IEEE Trans. Affect. Comput. 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
2022	—	`conf`	Multi-view Learning for EEG Signal Classification of Imagined Speech. MCPR Sandra Eugenia Barajas Montiel, Eduardo F. Morales, Hugo Jair Escalante
2022	J	`jnl`	Overview of DA-VINCIS at IberLEF 2022: Detection of Aggressive and Violent Incidents from Social Media in Spanish. Proces. del Leng. Natural Luis Joaquín Arellano, Hugo Jair Escalante, Luis Villaseñor-Pineda, Manuel Montes-y-Gómez, Fernando Sánchez-Vega
2022	—	`ed.`	Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2022) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2022), A Coruña, Spain, September 20, 2022. IberLEF@SEPLN Manuel Montes-y-Gómez, Julio Gonzalo, Francisco Rangel, Marco Casavantes, Miguel Ángel Álvare Carmona, Gemma Bel-Enguix, Hugo Jair Escalante, Larissa A. de Freitas, Antonio Miranda-Escalada, Francisco J. Rodríguez-Sanchez, Aiala Rosá, Marco Antonio Sobrevilla Cabezudo, Mariona Taulé, Rafael Valencia-García
2022	—	`conf`	Towards a monitoring and emergency alarm system activated by the barking of assistant dogs. ACI Edwin Raúl Abrego-Ulloa, Carlos Alberto Aguilar-Lazcano, Humberto Pérez Espinosa, Liliana Rodríguez-Vizzuett, María Fernanda Hernández-Luquin, Ismael Edrein Espinosa-Curiel, Hugo Jair Escalante
2021	—	`conf`	3D High-Fidelity Mask Face Presentation Attack Detection Challenge. ICCVW Ajian Liu, Chenxu Zhao, Zitong Yu, Anyang Su, Xing Liu, Zijian Kong, Jun Wan, Sergio Escalera, Hugo Jair Escalante, Zhen Lei, Guodong Guo
2021	J	`jnl`	3D High-Fidelity Mask Face Presentation Attack Detection Challenge. CoRR Ajian Liu, Chenxu Zhao, Zitong Yu, Anyang Su, Xing Liu, Zijian Kong, Jun Wan, Sergio Escalera, Hugo Jair Escalante, Zhen Lei, Guodong Guo
2021	—	`ch.`	Automated Machine Learning - A Brief Review at the End of the Early Years. Automated Design of Machine Learning and Search Algorithms Hugo Jair Escalante
2021	J	`jnl`	ChaLearn Looking at People: Inpainting and Denoising challenges. CoRR Sergio Escalera, Marti Soler, Stéphane Ayache, Umut Güçlü, Jun Wan, Meysam Madadi, Xavier Baró, Hugo Jair Escalante, Isabelle Guyon
2021	J	`jnl`	Cross-ethnicity face anti-spoofing recognition challenge: A review. IET Biom. 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
2021	J	`jnl`	Desert bighorn sheep ( Ecol. Informatics Manuel Vargas-Felipe, Luis Pellegrin, Aldo A. Guevara-Carrizales, Adrián Pastor López-Monroy, Hugo Jair Escalante, José Ángel González-Fraga
2021	J	`jnl`	Guest Editorial: Automated Machine Learning. IEEE Trans. Pattern Anal. Mach. Intell. Hugo Jair Escalante, Quanming Yao, Wei-Wei Tu, Nelishia Pillay, Rong Qu, Yang Yu, Neil Houlsby
2021	J	`jnl`	Multi-Branch Deep Radial Basis Function Networks for Facial Emotion Recognition. CoRR Fernanda Hernández-Luquin, Hugo Jair Escalante
2021	—	`conf`	Multi-source Transfer Learning for Deep Reinforcement Learning. MCPR Jesús García-Ramírez, Eduardo F. Morales, Hugo Jair Escalante
2021	—	`ed.`	NeurIPS 2020 Competition and Demonstration Track, 6-12 December 2020, Virtual Event / Vancouver, BC, Canada NeurIPS (Competition and Demos) Hugo Jair Escalante, Katja Hofmann
2021	J	`jnl`	Overview of MeOffendEs at IberLEF 2021: Offensive Language Detection in Spanish Variants. Proces. del Leng. Natural 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
2021	—	`ed.`	Pattern Recognition. ICPR International Workshops and Challenges - Virtual Event, January 10-15, 2021, Proceedings, Part I ICPR Workshops (1) Alberto Del Bimbo, Rita Cucchiara, Stan Sclaroff, Giovanni Maria Farinella, Tao Mei, Marco Bertini, Hugo Jair Escalante, Roberto Vezzani
2021	—	`ed.`	Pattern Recognition. ICPR International Workshops and Challenges - Virtual Event, January 10-15, 2021, Proceedings, Part II ICPR Workshops (2) Alberto Del Bimbo, Rita Cucchiara, Stan Sclaroff, Giovanni Maria Farinella, Tao Mei, Marco Bertini, Hugo Jair Escalante, Roberto Vezzani
2021	—	`ed.`	Pattern Recognition. ICPR International Workshops and Challenges - Virtual Event, January 10-15, 2021, Proceedings, Part III ICPR Workshops (3) Alberto Del Bimbo, Rita Cucchiara, Stan Sclaroff, Giovanni Maria Farinella, Tao Mei, Marco Bertini, Hugo Jair Escalante, Roberto Vezzani
2021	—	`ed.`	Pattern Recognition. ICPR International Workshops and Challenges - Virtual Event, January 10-15, 2021, Proceedings, Part IV ICPR Workshops (4) Alberto Del Bimbo, Rita Cucchiara, Stan Sclaroff, Giovanni Maria Farinella, Tao Mei, Marco Bertini, Hugo Jair Escalante, Roberto Vezzani
2021	—	`ed.`	Pattern Recognition. ICPR International Workshops and Challenges - Virtual Event, January 10-15, 2021, Proceedings, Part V ICPR Workshops (5) Alberto Del Bimbo, Rita Cucchiara, Stan Sclaroff, Giovanni Maria Farinella, Tao Mei, Marco Bertini, Hugo Jair Escalante, Roberto Vezzani
2021	—	`ed.`	Pattern Recognition. ICPR International Workshops and Challenges - Virtual Event, January 10-15, 2021, Proceedings, Part VI ICPR Workshops (6) Alberto Del Bimbo, Rita Cucchiara, Stan Sclaroff, Giovanni Maria Farinella, Tao Mei, Marco Bertini, Hugo Jair Escalante, Roberto Vezzani
2021	—	`ed.`	Pattern Recognition. ICPR International Workshops and Challenges - Virtual Event, January 10-15, 2021, Proceedings, Part VII ICPR Workshops (7) Alberto Del Bimbo, Rita Cucchiara, Stan Sclaroff, Giovanni Maria Farinella, Tao Mei, Marco Bertini, Hugo Jair Escalante, Roberto Vezzani
2021	—	`ed.`	Pattern Recognition. ICPR International Workshops and Challenges - Virtual Event, January 10-15, 2021, Proceedings, Part VIII ICPR Workshops (8) Alberto Del Bimbo, Rita Cucchiara, Stan Sclaroff, Giovanni Maria Farinella, Tao Mei, Marco Bertini, Hugo Jair Escalante, Roberto Vezzani
2021	—	`conf`	Perceptual and Pixel-Wise Information for Visual Novelty Detection. MCPR Miguel A. Palacios-Alonso, Hugo Jair Escalante, Luis Enrique Sucar
2021	J	`jnl`	Predicting students' performance in online courses using multiple data sources. CoRR Mélina Verger, Hugo Jair Escalante
2021	J	`jnl`	Reconocimiento automático de personalidad aparente contra prueba estandarizada. Res. Comput. Sci. Ramón Zataraín-Cabada, María Lucía Barrón-Estrada, Hugo Jair Escalante, Héctor Manuel Cárdenas-López, Víctor Manuel Bátiz Beltrán
2021	—	`conf`	Self-Contextualized Attention for Abusive Language Identification. SocialNLP@NAACL Horacio Jesús Jarquín-Vásquez, Hugo Jair Escalante, Manuel Montes-y-Gómez
2021	—	`conf`	Source Task Selection in Time Series via Performance Prediction. MICAI (1) Jesús García-Ramírez, Eduardo F. Morales, Hugo Jair Escalante
2021	J	`jnl`	Special Issue on Face Presentation Attack Detection. IEEE Trans. Biom. Behav. Identity Sci. Jun Wan, Sergio Escalera, Hugo Jair Escalante, Guodong Guo, Stan Z. Li
2020	J	`jnl`	Automated Machine Learning - a brief review at the end of the early years. CoRR Hugo Jair Escalante
2020	J	`jnl`	CASIA-SURF: A Large-Scale Multi-Modal Benchmark for Face Anti-Spoofing. IEEE Trans. Biom. Behav. Identity Sci. Shifeng Zhang, Ajian Liu, Jun Wan, Yanyan Liang, Guodong Guo, Sergio Escalera, Hugo Jair Escalante, Stan Z. Li
2020	J	`jnl`	Causal Games and Causal Nash Equilibrium. Res. Comput. Sci. Mauricio Gonzalez-Soto, Luis Enrique Sucar, Hugo Jair Escalante
2020	—	`conf`	Cooperative Co-Evolutionary Genetic Programming for High Dimensional Problems. PPSN (2) Lino Alberto Rodríguez Coayahuitl, Alicia Morales-Reyes, Hugo Jair Escalante, Carlos A. Coello Coello
2020	J	`jnl`	Cross-ethnicity Face Anti-spoofing Recognition Challenge: A Review. CoRR 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
2020	—	`conf`	Data Augmentation with Transformers for Text Classification. MICAI (2) José Medardo Tapia-Téllez, Hugo Jair Escalante
2020	J	`jnl`	From neighbors to strengths - the k-strongest strengths (kSS) classification algorithm. Pattern Recognit. Lett. Juan Aguilera, Luis Carlos González-Gurrola, Manuel Montes-y-Gómez, Roberto López-Santillán, Hugo Jair Escalante
2020	J	`jnl`	Guest Editorial: Image and Video Inpainting and Denoising. IEEE Trans. Pattern Anal. Mach. Intell. Sergio Escalera, Hugo Jair Escalante, Xavier Baró, Isabelle Guyon, Meysam Madadi, Jun Wan, Stéphane Ayache, Yagmur Güçlütürk, Umut Güçlü
2020	—	`book`	Multi-Modal Face Presentation Attack Detection Jun Wan, Guodong Guo, Sergio Escalera, Hugo Jair Escalante, Stan Z. Li
2020	—	`conf`	NeurIPS 2020 Competition and Demonstration Track: Revised selected papers. NeurIPS (Competition and Demos) Hugo Jair Escalante, Katja Hofmann
2020	—	`conf`	Overview of MEX-A3T at IberLEF 2020: Fake News and Aggressiveness Analysis in Mexican Spanish. IberLEF@SEPLN 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
2020	J	`jnl`	Recognition of facial expressions based on CNN features. Multim. Tools Appl. Sonia M. González-Lozoya, Jorge de la Calleja, Luis Pellegrin, Hugo Jair Escalante, Ma. Auxilio Medina, Antonio Benitez Ruiz
2019	J	`jnl`	A Guiding Principle for Causal Decision Problems. CoRR Mauricio Gonzalez-Soto, Luis Enrique Sucar, Hugo Jair Escalante
2019	—	`ch.`	Analysis of the AutoML Challenge Series 2015-2018. Automated Machine Learning 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
2019	J	`jnl`	AutoML @ NeurIPS 2018 challenge: Design and Results. CoRR Hugo Jair Escalante, Wei-Wei Tu, Isabelle Guyon, Daniel L. Silver, Evelyne Viegas, Yuqiang Chen, Wenyuan Dai, Qiang Yang
2019	J	`jnl`	CASIA-SURF: A Large-scale Multi-modal Benchmark for Face Anti-spoofing. CoRR Shifeng Zhang, Ajian Liu, Jun Wan, Yanyan Liang, Guodong Guo, Sergio Escalera, Hugo Jair Escalante, Stan Z. Li
2019	J	`jnl`	Causal Games and Causal Nash Equilibrium. CoRR Mauricio Gonzalez-Soto, Luis Enrique Sucar, Hugo Jair Escalante
2019	—	`conf`	Convolutional Genetic Programming. MCPR Lino Alberto Rodríguez Coayahuitl, Alicia Morales-Reyes, Hugo Jair Escalante
2019	—	`conf`	Cross-Cultural Image-Based Author Profiling in Twitter. MICAI Ivan Feliciano-Avelino, Miguel Ángel Álvarez-Carmona, Hugo Jair Escalante, Manuel Montes-y-Gómez, Luis Villaseñor-Pineda
2019	J	`jnl`	Evolving autoencoding structures through genetic programming. Genet. Program. Evolvable Mach. Lino Alberto Rodríguez Coayahuitl, Alicia Morales-Reyes, Hugo Jair Escalante
2019	J	`jnl`	Exploiting label semantic relatedness for unsupervised image annotation with large free vocabularies. Multim. Tools Appl. Luis Pellegrin, Hugo Jair Escalante, Manuel Montes-y-Gómez, Fabio A. González
2019	J	`jnl`	Guest editorial: special issue on human abnormal behavioural analysis. Mach. Vis. Appl. Gholamreza Anbarjafari, Sergio Escalera, Kamal Nasrollahi, Hugo Jair Escalante, Xavier Baró, Jun Wan, Thomas B. Moeslund
2019	—	`conf`	High-Level Features for Multimodal Deception Detection in Videos. CVPR Workshops Rodrigo Rill-García, Hugo Jair Escalante, Luis Villaseñor-Pineda, Verónica Reyes-Meza
2019	J	`jnl`	Image Annotation as Text-Image Matching: Challenge Design and Results. Computación y Sistemas 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
2019	C	`conf`	Meta-learning of Text Classification Tasks. CIARP Jorge G. Madrid, Hugo Jair Escalante
2019	—	`conf`	Meta-learning of Textual Representations. PKDD/ECML Workshops (1) Jorge G. Madrid, Hugo Jair Escalante, Eduardo F. Morales
2019	J	`jnl`	Meta-learning of textual representations. CoRR Jorge G. Madrid, Hugo Jair Escalante, Eduardo F. Morales
2019	—	`conf`	Multi-Modal Face Anti-Spoofing Attack Detection Challenge at CVPR2019. CVPR Workshops Ajian Liu, Jun Wan, Sergio Escalera, Hugo Jair Escalante, Zichang Tan, Qi Yuan, Kai Wang, Chi Lin, Guodong Guo, Isabelle Guyon, Stan Z. Li
2019	—	`conf`	NeurIPS 2019 Competition and Demonstration Track Revised selected papers. NeurIPS (Competition and Demos) Hugo Jair Escalante, Raia Hadsell
2019	—	`ed.`	NeurIPS 2019 Competition and Demonstration Track, 8-14 December 2019, Vancouver, Canada. Revised selected papers. NeurIPS (Competition and Demos) Hugo Jair Escalante, Raia Hadsell
2019	J	`jnl`	Novel Distributional Visual-Feature Representations for image classification. Multim. Tools Appl. Adrián Pastor López-Monroy, Manuel Montes-y-Gómez, Hugo Jair Escalante, Fabio A. González
2019	—	`conf`	Overview of MEX-A3T at IberLEF 2019: Authorship and Aggressiveness Analysis in Mexican Spanish Tweets. IberLEF@SEPLN Mario Ezra Aragón, Miguel Ángel Álvarez-Carmona, Manuel Montes-y-Gómez, Hugo Jair Escalante, Luis Villaseñor-Pineda, Daniela Moctezuma
2019	—	`ed.`	Pattern Recognition and Information Forensics - ICPR 2018 International Workshops, CVAUI, IWCF, and MIPPSNA, Beijing, China, August 20-24, 2018, Revised Selected Papers CVAUI/IWCF/MIPPSNA@ICPR Zhaoxiang Zhang, David Suter, Yingli Tian, Alexandra Branzan Albu, Nicolas Sidère, Hugo Jair Escalante
2019	J	`jnl`	Scalable multi-label annotation via semi-supervised kernel semantic embedding. Pattern Recognit. Lett. Jorge A. Vanegas, Hugo Jair Escalante, Fabio A. González
2019	J	`jnl`	Split and merge watershed: A two-step method for cell segmentation in fluorescence microscopy images. Biomed. Signal Process. Control. Margarita Gamarra, Eduardo E. Zurek, Hugo Jair Escalante, Leidy Hurtado, Homero San-Juan-Vergara
2019	J	`jnl`	Towards AutoML in the presence of Drift: first results. CoRR Jorge G. Madrid, Hugo Jair Escalante, Eduardo F. Morales, Wei-Wei Tu, Yang Yu, Lisheng Sun-Hosoya, Isabelle Guyon, Michèle Sebag
2019	J	`jnl`	Transductive non-linear semantic embedding for multi-class classification. Pattern Recognit. Lett. Jorge A. Vanegas, Viviana Beltrán, Hugo Jair Escalante, Fabio A. González
2019	J	`jnl`	von Neumann-Morgenstern and Savage Theorems for Causal Decision Making. CoRR Mauricio Gonzalez-Soto, Luis Enrique Sucar, Hugo Jair Escalante
2018	—	`conf`	A Knowledge-Based Weighted KNN for Detecting Irony in Twitter. MICAI (2) Delia Irazú Hernández Farías, Manuel Montes-y-Gómez, Hugo Jair Escalante, Paolo Rosso, Viviana Patti
2018	J	`jnl`	A visual approach for age and gender identification on Twitter. CoRR 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
2018	J	`jnl`	A visual approach for age and gender identification on Twitter. J. Intell. Fuzzy Syst. 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
2018	—	`conf`	Automated Detection of Hummingbirds in Images: A Deep Learning Approach. MCPR Sergio A. Serrano, Ricardo Benítez-Jimenez, Laura Nuñez-Rosas, Ma del Coro Arizmendi, Harold Greeney, Verónica Reyes-Meza, Eduardo F. Morales, Hugo Jair Escalante
2018	—	`conf`	Bayesian Chain Classifier with Feature Selection for Multi-label Classification. MICAI (1) Ricardo Benítez-Jimenez, Eduardo F. Morales, Hugo Jair Escalante
2018	—	`conf`	Early Text Classification Using Multi-Resolution Concept Representations. NAACL-HLT Adrián Pastor López-Monroy, Fabio A. González, Manuel Montes-y-Gómez, Hugo Jair Escalante, Thamar Solorio
2018	J	`jnl`	Evaluation of Detection Approaches for Road Anomalies Based on Accelerometer Readings - Addressing Who's Who. IEEE Trans. Intell. Transp. Syst. Manuel Ricardo Carlos-Loya, Mario Ezra Aragón, Luis Carlos González-Gurrola, Hugo Jair Escalante, Fernando Martínez
2018	J	`jnl`	Explaining First Impressions: Modeling, Recognizing, and Explaining Apparent Personality from Videos. CoRR 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
2018	J	`jnl`	First Impressions: A Survey on Computer Vision-Based Apparent Personality Trait Analysis. CoRR 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
2018	—	`conf`	From Text to Speech: A Multimodal Cross-Domain Approach for Deception Detection. CVAUI/IWCF/MIPPSNA@ICPR Rodrigo Rill-García, Luis Villaseñor-Pineda, Verónica Reyes-Meza, Hugo Jair Escalante
2018	J	`jnl`	Guest Editorial: Apparent Personality Analysis. IEEE Trans. Affect. Comput. Sergio Escalera, Xavier Baró, Isabelle Guyon, Hugo Jair Escalante
2018	J	`jnl`	Guest Editorial: The Computational Face. IEEE Trans. Pattern Anal. Mach. Intell. Sergio Escalera, Xavier Baró, Isabelle Guyon, Hugo Jair Escalante, Georgios Tzimiropoulos, Michel F. Valstar, Maja Pantic, Jeffrey F. Cohn, Takeo Kanade
2018	J	`jnl`	Looking at People Special Issue. Int. J. Comput. Vis. Sergio Escalera, Jordi Gonzàlez, Hugo Jair Escalante, Xavier Baró, Isabelle Guyon
2018	J	`jnl`	Multimodal First Impression Analysis with Deep Residual Networks. IEEE Trans. Affect. Comput. Yagmur Güçlütürk, Umut Güçlü, Xavier Baró, Hugo Jair Escalante, Isabelle Guyon, Sergio Escalera, Marcel A. J. van Gerven, Rob van Lier
2018	—	`conf`	Overview of MEX-A3T at IberEval 2018: Authorship and Aggressiveness Analysis in Mexican Spanish Tweets. IberEval@SEPLN Miguel Ángel Álvarez-Carmona, Estefanía Guzmán-Falcón, Manuel Montes-y-Gómez, Hugo Jair Escalante, Luis Villaseñor-Pineda, Verónica Reyes-Meza, Antonio Rico Sulayes
2018	—	`conf`	Overview of the Multimedia Information Processing for Personality & Social Networks Analysis Contest. CVAUI/IWCF/MIPPSNA@ICPR Gabriela Ramírez-de-la-Rosa, Esaú Villatoro, Bogdan Ionescu, Hugo Jair Escalante, Sergio Escalera, Martha A. Larson, Henning Müller, Isabelle Guyon
2018	J	`jnl`	Playing against Nature: causal discovery for decision making under uncertainty. CoRR Mauricio Gonzalez-Soto, Luis Enrique Sucar, Hugo Jair Escalante
2018	C	`conf`	Predicting Academic-Challenge Success. CIARP Dante López, Luis Villaseñor-Pineda, Manuel Montes-y-Gómez, Eduardo F. Morales, Hugo Jair Escalante
2018	—	`conf`	Recognition of Apparent Personality Traits from Text and Handwritten Images. CVAUI/IWCF/MIPPSNA@ICPR Ernesto Pérez Costa, Luis Villaseñor-Pineda, Eduardo F. Morales, Hugo Jair Escalante
2018	B	`conf`	Structurally Layered Representation Learning: Towards Deep Learning Through Genetic Programming. EuroGP Lino Alberto Rodríguez Coayahuitl, Alicia Morales-Reyes, Hugo Jair Escalante
2018	J	`jnl`	Surrogate modeling based on granular models and fuzzy aptitude functions. Appl. Soft Comput. Israel Cruz-Vega, Carlos A. Reyes-García, Hugo Jair Escalante, Jose de Jesus Rangel-Magdaleno, Juan Manuel Ramírez-Cortés
2018	J	`jnl`	Taking Human out of Learning Applications: A Survey on Automated Machine Learning. CoRR Quanming Yao, Mengshuo Wang, Hugo Jair Escalante, Isabelle Guyon, Yi-Qi Hu, Yufeng Li, Wei-Wei Tu, Qiang Yang, Yang Yu
2018	J	`jnl`	Towards Deep Representation Learning with Genetic Programming. CoRR Lino Rodriguez-Coayahuitl, Alicia Morales-Reyes, Hugo Jair Escalante
2017	C	`conf`	A Flexible Framework for the Evaluation of Unsupervised Image Annotation. CIARP Luis Pellegrin, Hugo Jair Escalante, Manuel Montes-y-Gómez, Mauricio Villegas, Fabio A. González
2017	B	`conf`	A Survey on Deep Learning Based Approaches for Action and Gesture Recognition in Image Sequences. FG Maryam Asadi-Aghbolaghi, Albert Clapés, Marco Bellantonio, Hugo Jair Escalante, Víctor Ponce-López, Xavier Baró, Isabelle Guyon, Shohreh Kasaei, Sergio Escalera
2017	J	`jnl`	A parallel approach for the training stage of the Viola-Jones face detection algorithm. Intell. Data Anal. Eric Olmedo, Jorge de la Calleja, Alicia Morales-Reyes, Hugo Jair Escalante, Argelia B. Urbina Nájera, Ma. Auxilio Medina, Antonio Benitez Ruiz
2017	J	`jnl`	An iterative genetic programming approach to prototype generation. Genet. Program. Evolvable Mach. José María Valencia-Ramírez, Mario Graff, Hugo Jair Escalante, Jaime Cerdá Jacobo
2017	J	`jnl`	An online and incremental GRLVQ algorithm for prototype generation based on granular computing. Soft Comput. Israel Cruz-Vega, Hugo Jair Escalante
2017	J	`jnl`	ChaLearn Looking at People: Events and Resources. CoRR Sergio Escalera, Xavier Baró, Hugo Jair Escalante, Isabelle Guyon
2017	B	`conf`	ChaLearn looking at people: A review of events and resources. IJCNN Sergio Escalera, Xavier Baró, Hugo Jair Escalante, Isabelle Guyon
2017	—	`ch.`	Deep Learning for Action and Gesture Recognition in Image Sequences: A Survey. Gesture Recognition Maryam Asadi-Aghbolaghi, Albert Clapés, Marco Bellantonio, Hugo Jair Escalante, Víctor Ponce-López, Xavier Baró, Isabelle Guyon, Shohreh Kasaei, Sergio Escalera
2017	B	`conf`	Design of an explainable machine learning challenge for video interviews. IJCNN 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, Rob van Lier
2017	J	`jnl`	Detección del engaño en notas de opinión a través de técnicas tradicionales de clasificación automática de textos. Res. Comput. Sci. Javier Sánchez-Junquera, Luis Villaseñor-Pineda, Hugo Jair Escalante, Manuel Montes-y-Gómez
2017	J	`jnl`	Detection of defective embedded bearings by sound analysis: a machine learning approach. J. Intell. Manuf. Mario A. Saucedo-Espinosa, Hugo Jair Escalante, Arturo Berrones
2017	J	`jnl`	Early detection of deception and aggressiveness using profile-based representations. Expert Syst. Appl. Hugo Jair Escalante, Esaú Villatoro-Tello, Sara Elena Garza Villarreal, Adrián Pastor López-Monroy, Manuel Montes-y-Gómez, Luis Villaseñor-Pineda
2017	J	`jnl`	Evolving weighting schemes for the Bag of Visual Words. Neural Comput. Appl. Hugo Jair Escalante, Víctor Ponce-López, Sergio Escalera, Xavier Baró, Alicia Morales-Reyes, José Martínez-Carranza
2017	J	`jnl`	Fractal dimension analysis for automatic morphological galaxy classification. CoRR Jorge de la Calleja, Elsa M. de la Calleja, Hugo Jair Escalante
2017	J	`jnl`	Learning Roadway Surface Disruption Patterns Using the Bag of Words Representation. IEEE Trans. Intell. Transp. Syst. Luis Carlos González-Gurrola, Ricardo Moreno, Hugo Jair Escalante, Fernando Martínez, Manuel Ricardo Carlos
2017	—	`conf`	Learning When to Classify for Early Text Classification. CACIC Juan Martín Loyola, Marcelo Luis Errecalde, Hugo Jair Escalante, Manuel Montes-y-Gómez
2017	J	`jnl`	Local and global approaches for unsupervised image annotation. Multim. Tools Appl. Luis Pellegrin, Hugo Jair Escalante, Manuel Montes-y-Gómez, Fabio A. González
2017	J	`jnl`	MOPG: a multi-objective evolutionary algorithm for prototype generation. Pattern Anal. Appl. 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
2017	J	`jnl`	Principal motion components for one-shot gesture recognition. Pattern Anal. Appl. Hugo Jair Escalante, Isabelle Guyon, Vassilis Athitsos, Pat Jangyodsuk, Jun Wan
2017	—	`conf`	Results and Analysis of ChaLearn LAP Multi-modal Isolated and Continuous Gesture Recognition, and Real Versus Fake Expressed Emotions Challenges. ICCV Workshops Jun Wan, Sergio Escalera, Gholamreza Anbarjafari, Hugo Jair Escalante, Xavier Baró, Isabelle Guyon, Meysam Madadi, Juri Allik, Jelena Gorbova, Chi Lin, Yiliang Xie
2017	C	`conf`	Semi-supervised Online Kernel Semantic Embedding for Multi-label Annotation. CIARP Jorge A. Vanegas, Hugo Jair Escalante, Fabio A. González
2017	—	`conf`	Social-Media Users can be profiled by their Similarity with other Users. CLEF (Working Notes) Adrián Pastor López-Monroy, Manuel Montes-y-Gómez, Hugo Jair Escalante, Luis Villaseñor-Pineda, Thamar Solorio
2017	J	`jnl`	Time series forecasting with genetic programming. Nat. Comput. Mario Graff, Hugo Jair Escalante, Fernando Ornelas-Tellez, Eric Sadit Tellez
2017	—	`conf`	Visualizing Apparent Personality Analysis with Deep Residual Networks. ICCV Workshops 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
2016	—	`conf`	A Machine Learning Pipeline to Automatically Identify and Classify Roadway Surface Disruptions. ENC Mario Ezra Aragón, Manuel Ricardo Carlos, Luis Carlos González-Gurrola, Hugo Jair Escalante
2016	—	`conf`	A Two-Step Retrieval Method for Image Captioning. CLEF Luis Pellegrin, Jorge A. Vanegas, John Edison Arevalo Ovalle, Viviana Beltrán, Hugo Jair Escalante, Manuel Montes-y-Gómez, Fabio A. González
2016	—	`conf`	A brief Review of the ChaLearn AutoML Challenge: Any-time Any-dataset Learning without Human Intervention. AutoML@ICML Isabelle Guyon, Imad Chaabane, Hugo Jair Escalante, Sergio Escalera, Damir Jajetic, James Robert Lloyd, Núria Macià, Bisakha Ray, Lukasz Romaszko, Michèle Sebag, Alexander R. Statnikov, Sébastien Treguer, Evelyne Viegas
2016	J	`jnl`	A naïve Bayes baseline for early gesture recognition. Pattern Recognit. Lett. Hugo Jair Escalante, Eduardo F. Morales, Luis Enrique Sucar
2016	—	`ed.`	Advances in Artificial Intelligence - IBERAMIA 2016 - 15th Ibero-American Conference on AI, San José, Costa Rica, November 23-25, 2016, Proceedings IBERAMIA Manuel Montes-y-Gómez, Hugo Jair Escalante, Alberto Segura, Juan de Dios Murillo
2016	B	`conf`	ChaLearn Joint Contest on Multimedia Challenges Beyond Visual Analysis: An overview. ICPR Hugo Jair Escalante, Víctor Ponce-López, Jun Wan, Michael A. Riegler, Baiyu Chen, Albert Clapés, Sergio Escalera, Isabelle Guyon, Xavier Baró, Pål Halvorsen, Henning Müller, Martha A. Larson
2016	—	`conf`	ChaLearn LAP 2016: First Round Challenge on First Impressions - Dataset and Results. ECCV Workshops (3) Víctor Ponce-López, Baiyu Chen, Marc Oliu, Ciprian A. Corneanu, Albert Clapés, Isabelle Guyon, Xavier Baró, Hugo Jair Escalante, Sergio Escalera
2016	—	`conf`	ChaLearn Looking at People and Faces of the World: Face AnalysisWorkshop and Challenge 2016. CVPR Workshops Sergio Escalera, Mercedes Torres, Brais Martínez, Xavier Baró, Hugo Jair Escalante, Isabelle Guyon, Georgios Tzimiropoulos, Ciprian A. Corneanu, Marc Oliu, Mohammad Ali Bagheri, Michel F. Valstar
2016	J	`jnl`	EMOPG+FS: Evolutionary multi-objective prototype generation and feature selection. Intell. Data Anal. Alejandro Rosales-Pérez, Jesús A. González, Carlos A. Coello Coello, Carlos A. Reyes-García, Hugo Jair Escalante
2016	—	`conf`	Early text classification: a Naïve solution. WASSA@NAACL-HLT Hugo Jair Escalante, Manuel Montes-y-Gómez, Luis Villaseñor-Pineda, Marcelo Luis Errecalde
2016	J	`jnl`	Editorial. Computación y Sistemas Hugo Jair Escalante, Mario Graff
2016	J	`jnl`	GRASP with path relinking for commercial districting. Expert Syst. Appl. Roger Z. Ríos-Mercado, Hugo Jair Escalante
2016	—	`conf`	INAOE's participation at ImageCLEF 2016: Text Illustration Task. CLEF (Working Notes) Luis Pellegrin, Adrián Pastor López-Monroy, Hugo Jair Escalante, Manuel Montes-y-Gómez
2016	J	`jnl`	Improving the BoVW via discriminative visual n-grams and MKL strategies. Neurocomputing Adrián Pastor López-Monroy, Manuel Montes-y-Gómez, Hugo Jair Escalante, Angel Cruz-Roa, Fabio A. González
2016	—	`conf`	In Defense of Online Kmeans for Prototype Generation and Instance Reduction. IBERAMIA Mauricio García-Limón, Hugo Jair Escalante, Alicia Morales-Reyes
2016	J	`jnl`	PGGP: Prototype Generation via Genetic Programming. Appl. Soft Comput. Hugo Jair Escalante, Mario Graff, Alicia Morales-Reyes
2016	J	`jnl`	Surrogate modeling based on an adaptive network and granular computing. Soft Comput. Israel Cruz-Vega, Hugo Jair Escalante, Carlos A. Reyes-García, Jesus A. Gonzalez, Alejandro Rosales-Pérez
2015	J	`jnl`	A note on "Adaptive fuzzy fitness granulation for evolutionary optimization". Int. J. Approx. Reason. Israel Cruz-Vega, Hugo Jair Escalante
2015	A	`conf`	An Empirical Analysis on Dimensionality in Cellular Genetic Algorithms. GECCO Alicia Morales-Reyes, Hugo Jair Escalante, Martín Letras, René Cumplido
2015	—	`conf`	ChaLearn Looking at People 2015 challenges: Action spotting and cultural event recognition. CVPR Workshops Xavier Baró, Jordi Gonzàlez, Junior Fabian, Miguel Ángel Bautista, Marc Oliu, Hugo Jair Escalante, Isabelle Guyon, Sergio Escalera
2015	—	`conf`	ChaLearn Looking at People 2015: Apparent Age and Cultural Event Recognition Datasets and Results. ICCV Workshops Sergio Escalera, Junior Fabian, Pablo Pardo, Xavier Baró, Jordi Gonzàlez, Hugo Jair Escalante, Dusan Misevic, Ulrich Steiner, Isabelle Guyon
2015	B	`conf`	ChaLearn looking at people 2015 new competitions: Age estimation and cultural event recognition. IJCNN Sergio Escalera, Jordi Gonzàlez, Xavier Baró, Pablo Pardo, Junior Fabian, Marc Oliu, Hugo Jair Escalante, Iván Huerta, Isabelle Guyon
2015	J	`jnl`	Classifying infant cry patterns by the Genetic Selection of a Fuzzy Model. Biomed. Signal Process. Control. Alejandro Rosales-Pérez, Carlos A. Reyes-García, Jesus A. Gonzalez, Orion Fausto Reyes-Galaviz, Hugo Jair Escalante, Silvia Orlandi
2015	—	`conf`	Deep learning based super-resolution for improved action recognition. IPTA Kamal Nasrollahi, Sergio Escalera, Pejman Rasti, Gholamreza Anbarjafari, Xavier Baró, Hugo Jair Escalante, Thomas B. Moeslund
2015	B	`conf`	Design of the 2015 ChaLearn AutoML challenge. IJCNN Isabelle Guyon, Kristin P. Bennett, Gavin C. Cawley, Hugo Jair Escalante, Sergio Escalera, Tin Kam Ho, Núria Macià, Bisakha Ray, Mehreen Saeed, Alexander R. Statnikov, Evelyne Viegas
2015	J	`jnl`	Discriminative subprofile-specific representations for author profiling in social media. Knowl. Based Syst. Adrián Pastor López-Monroy, Manuel Montes-y-Gómez, Hugo Jair Escalante, Luis Villaseñor-Pineda, Efstathios Stamatatos
2015	J	`jnl`	Early text classification: a Naive solution. CoRR Hugo Jair Escalante, Manuel Montes-y-Gómez, Luis Villaseñor-Pineda, Marcelo Luis Errecalde
2015	A	`conf`	Gesture and Action Recognition by Evolved Dynamic Subgestures. BMVC Víctor Ponce-López, Hugo Jair Escalante, Sergio Escalera, Xavier Baró
2015	—	`conf`	INAOE's Participation at PAN'15: Author Profiling task. CLEF (Working Notes) Miguel Ángel Álvarez-Carmona, Adrián Pastor López-Monroy, Manuel Montes-y-Gómez, Luis Villaseñor-Pineda, Hugo Jair Escalante
2015	—	`conf`	INAOE-UNAL at ImageCLEF 2015: Scalable Concept Image Annotation. CLEF (Working Notes) Luis Pellegrin, Jorge A. Vanegas, John Edison Arevalo Ovalle, Viviana Beltrán, Hugo Jair Escalante, Manuel Montes-y-Gómez, Fabio A. González
2015	—	`conf`	Improved Learning Rule for LVQ Based on Granular Computing. MCPR Israel Cruz-Vega, Hugo Jair Escalante
2015	B	`conf`	Improving bag of visual words representations with genetic programming. IJCNN Hugo Jair Escalante, José Martínez-Carranza, Sergio Escalera, Víctor Ponce-López, Xavier Baró
2015	—	`conf`	Semantic Genetic Programming for Sentiment Analysis. NEO Mario Graff, Eric Sadit Tellez, Hugo Jair Escalante, Sabino Miranda-Jiménez
2015	J	`jnl`	Surrogate-assisted multi-objective model selection for support vector machines. Neurocomputing Alejandro Rosales-Pérez, Jesus A. Gonzalez, Carlos A. Coello Coello, Hugo Jair Escalante, Carlos A. Reyes-García
2015	J	`jnl`	Term-weighting learning via genetic programming for text classification. Knowl. Based Syst. Hugo Jair Escalante, Mauricio A. García-Limón, Alicia Morales-Reyes, Mario Graff, Manuel Montes-y-Gómez, Eduardo F. Morales, José Martínez-Carranza
2015	—	`conf`	Towards Autonomous Flight of Low-Cost MAVs by Using a Probabilistic Visual Odometry Approach. MICAI (2) José Martínez-Carranza, Esteban Omar Garcia, Hugo Jair Escalante, Walterio W. Mayol-Cuevas
2014	A	`conf`	Adaptive-surrogate based on a neuro-fuzzy network and granular computing. GECCO Israel Cruz-Vega, Mauricio García-Limón, Hugo Jair Escalante
2014	B	`conf`	An evolutionary multi-objective approach for prototype generation. IEEE Congress on Evolutionary Computation Alejandro Rosales-Pérez, Hugo Jair Escalante, Carlos A. Coello Coello, Jesus A. Gonzalez, Carlos A. Reyes-García
2014	J	`jnl`	Búsqueda aleatoria adaptiva para problemas de optimización global sin restricciones. Computación y Sistemas Jonás Velasco, Mario A. Saucedo-Espinosa, Hugo Jair Escalante, Karlo Mendoza, César Emilio Villarreal-Rodríguez, Óscar L. Chacón Mondragón, Arturo Berrones
2014	J	`jnl`	CSMMI: Class-Specific Maximization of Mutual Information for Action and Gesture Recognition. IEEE Trans. Image Process. Jun Wan, Vassilis Athitsos, Pat Jangyodsuk, Hugo Jair Escalante, Qiuqi Ruan, Isabelle Guyon
2014	—	`conf`	ChaLearn Looking at People Challenge 2014: Dataset and Results. ECCV Workshops (1) Sergio Escalera, Xavier Baró, Jordi Gonzàlez, Miguel Ángel Bautista, Meysam Madadi, Miguel Reyes, Víctor Ponce-López, Hugo Jair Escalante, Jamie Shotton, Isabelle Guyon
2014	C	`conf`	Enhanced Fuzzy-Relational Neural Network with Alternative Relational Products. CIARP Efraín Mendoza-Castañeda, Carlos A. Reyes-García, Hugo Jair Escalante, Wilfrido Moreno, Alejandro Rosales-Pérez
2014	—	`conf`	Evaluating Term-Expansion for Unsupervised Image Annotation. MICAI (1) Luis Pellegrin, Hugo Jair Escalante, Manuel Montes-y-Gómez
2014	C	`conf`	Evolutionary Multi-Objective Approach for Prototype Generation and Feature Selection. CIARP Alejandro Rosales-Pérez, Jesús A. González, Carlos A. Coello Coello, Carlos A. Reyes-García, Hugo Jair Escalante
2014	J	`jnl`	Extensión de una red neuronal relacional difusa incorporando distintos productos relacionales a la etapa de entrenamiento. Res. Comput. Sci. Efraín Mendoza-Castañeda, Carlos A. Reyes-García, Hugo Jair Escalante
2014	—	`conf`	Fusing Affective Dimensions and Audio-Visual Features from Segmented Video for Depression Recognition: INAOE-BUAP's Participation at AVEC'14 Challenge. AVEC@MM Humberto Pérez Espinosa, Hugo Jair Escalante, Luis Villaseñor-Pineda, Manuel Montes-y-Gómez, David Pinto Avendaño, Verónica Reyes-Meza
2014	J	`jnl`	Image Classification through Text Mining techniques: a Proposal. Res. Comput. Sci. Adrián Pastor López-Monroy, Manuel Montes-y-Gómez, Hugo Jair Escalante, Fabio A. González
2014	J	`jnl`	Learning to Assemble Classifiers via Genetic Programming. Int. J. Pattern Recognit. Artif. Intell. Niusvel Acosta-Mendoza, Alicia Morales-Reyes, Hugo Jair Escalante, Andrés Gago Alonso
2014	J	`jnl`	Multi-objective model type selection. Neurocomputing Alejandro Rosales-Pérez, Jesus A. Gonzalez, Carlos A. Coello Coello, Hugo Jair Escalante, Carlos A. Reyes-García
2014	—	`conf`	Object Recognition with Näive Bayes-NN via Prototype Generation. MCPR Hugo Jair Escalante, Mauricio Sotomayor, Manuel Montes-y-Gómez, Adrián Pastor López-Monroy
2014	A	`conf`	Simultaneous generation of prototypes and features through genetic programming. GECCO Mauricio García-Limón, Hugo Jair Escalante, Eduardo F. Morales, Alicia Morales-Reyes
2014	J	`jnl`	Term-Weighting Learning via Genetic Programming for Text Classification. CoRR Hugo Jair Escalante, Mauricio A. García-Limón, Alicia Morales-Reyes, Mario Graff, Manuel Montes-y-Gómez, Eduardo F. Morales
2014	J	`jnl`	The ChaLearn gesture dataset (CGD 2011). Mach. Vis. Appl. Isabelle Guyon, Vassilis Athitsos, Pat Jangyodsuk, Hugo Jair Escalante
2014	—	`conf`	Towards the automated generation of term-weighting schemes for text categorization. GECCO (Companion) Mauricio García-Limón, Hugo Jair Escalante, Manuel Montes-y-Gómez, Alicia Morales-Reyes, Eduardo F. Morales
2014	—	`conf`	Using Intra-Profile Information for Author Profiling. CLEF (Working Notes) Adrián Pastor López-Monroy, Manuel Montes-y-Gómez, Hugo Jair Escalante, Luis Villaseñor-Pineda
2013	—	`conf`	A One-Shot DTW-Based Method for Early Gesture Recognition. CIARP (2) Yared Sabinas, Eduardo F. Morales, Hugo Jair Escalante
2013	B	`conf`	A hybrid surrogate-based approach for evolutionary multi-objective optimization. IEEE Congress on Evolutionary Computation Alejandro Rosales-Pérez, Carlos Artemio Coello Coello, Jesus A. Gonzalez, Carlos A. Reyes-García, Hugo Jair Escalante
2013	Misc	`conf`	Bias and Variance Multi-objective Optimization for Support Vector Machines Model Selection. IbPRIA Alejandro Rosales-Pérez, Hugo Jair Escalante, Jesus A. Gonzalez, Carlos A. Reyes-García, Carlos Artemio Coello Coello
2013	Misc	`conf`	Bias and Variance Optimization for SVMs Model Selection. FLAIRS Alejandro Rosales-Pérez, Hugo Jair Escalante, Jesus A. Gonzalez, Carlos A. Reyes-García
2013	B	`conf`	ChaLearn multi-modal gesture recognition 2013: grand challenge and workshop summary. ICMI Sergio Escalera, Jordi Gonzàlez, Xavier Baró, Miguel Reyes, Isabelle Guyon, Vassilis Athitsos, Hugo Jair Escalante, Leonid Sigal, Antonis A. Argyros, Cristian Sminchisescu, Richard Bowden, Stan Sclaroff
2013	—	`conf`	Distributional Term Representations for Short-Text Categorization. CICLing (2) Juan Manuel Cabrera, Hugo Jair Escalante, Manuel Montes-y-Gómez
2013	—	`conf`	Genetic Programming of Heterogeneous Ensembles for Classification. CIARP (1) Hugo Jair Escalante, Niusvel Acosta-Mendoza, Alicia Morales-Reyes, Andrés Gago Alonso
2013	Misc	`conf`	Genetic Programming of Prototypes for Pattern Classification. IbPRIA Hugo Jair Escalante, Karlo Mendoza, Mario Graff, Alicia Morales-Reyes
2013	—	`conf`	INAOE's Participation at PAN'13: Author Profiling Task Notebook for PAN at CLEF 2013. CLEF (Working Notes) Adrián Pastor López-Monroy, Manuel Montes-y-Gómez, Hugo Jair Escalante, Luis Villaseñor-Pineda, Esaú Villatoro-Tello
2013	J	`jnl`	Models of performance of time series forecasters. Neurocomputing Mario Graff, Hugo Jair Escalante, Jaime Cerdá Jacobo, Alberto Avalos Gonzalez
2013	B	`conf`	Multi-modal gesture recognition challenge 2013: dataset and results. ICMI Sergio Escalera, Jordi Gonzàlez, Xavier Baró, Miguel Reyes, Oscar Lopes, Isabelle Guyon, Vassilis Athitsos, Hugo Jair Escalante
2013	J	`jnl`	Principal motion components for gesture recognition using a single-example. CoRR Hugo Jair Escalante, Isabelle Guyon, Vassilis Athitsos, Pat Jangyodsuk, Jun Wan
2013	—	`conf`	Sexual predator detection in chats with chained classifiers. WASSA@NAACL-HLT Hugo Jair Escalante, Esaú Villatoro-Tello, Antonio Juárez, Manuel Montes-y-Gómez, Luis Villaseñor-Pineda
2013	—	`conf`	Simultaneous Segmentation and Recognition of Gestures for Human-Machine Interaction. UDM@IJCAI Harold Vasquez Chavarria, Luis Enrique Sucar, Hugo Jair Escalante
2013	—	`conf`	Simultaneous segmentation and recognition of hand gestures for human-robot interaction. ICAR Harold Vasquez Chavarria, Hugo Jair Escalante, Luis Enrique Sucar
2013	—	`conf`	TIA-INAOE's Approach for the 2013 Retrieving Diverse Social Images Task. MediaEval Hugo Jair Escalante, Alicia Morales-Reyes
2012	—	`conf`	A Two-step Approach for Effective Detection of Misbehaving Users in Chats. CLEF (Online Working Notes/Labs/Workshop) Esaú Villatoro-Tello, Antonio Juárez-González, Hugo Jair Escalante, Manuel Montes-y-Gómez, Luis Villaseñor-Pineda
2012	J	`jnl`	Acute leukemia classification by ensemble particle swarm model selection. Artif. Intell. Medicine Hugo Jair Escalante, Manuel Montes-y-Gómez, Jesús A. González, Pilar Gómez-Gil, Leopoldo Altamirano Robles, Carlos A. Reyes-García, Carolina Reta, Alejandro Rosales-Pérez
2012	—	`conf`	ChaLearn gesture challenge: Design and first results. CVPR Workshops Isabelle Guyon, Vassilis Athitsos, Pat Jangyodsuk, Ben Hamner, Hugo Jair Escalante
2012	J	`jnl`	Multi-class particle swarm model selection for automatic image annotation. Expert Syst. Appl. Hugo Jair Escalante, Manuel Montes-y-Gómez, Luis Enrique Sucar
2012	J	`jnl`	Multimodal indexing based on semantic cohesion for image retrieval. Inf. Retr. Hugo Jair Escalante, Manuel Montes-y-Gómez, Luis Enrique Sucar
2012	—	`conf`	Results and Analysis of the ChaLearn Gesture Challenge 2012. WDIA Isabelle Guyon, Vassilis Athitsos, Pat Jangyodsuk, Hugo Jair Escalante, Ben Hamner
2012	J	`jnl`	Resumen de Tesis Doctoral Semantic Cohesion for Image Annotation and Retrieval. Computación y Sistemas Hugo Jair Escalante, Luis Enrique Sucar, Manuel Montes-y-Gómez
2011	—	`conf`	A Weighted Profile Intersection Measure for Profile-Based Authorship Attribution. MICAI (1) Hugo Jair Escalante, Manuel Montes-y-Gómez, Thamar Solorio
2011	J	`jnl`	A comparative study of object-level spatial context techniques for semantic image analysis. Comput. Vis. Image Underst. Georgios Th. Papadopoulos, Carsten Saathoff, Hugo Jair Escalante, Vasileios Mezaris, Ioannis Kompatsiaris, Michael G. Strintzis
2011	J	`jnl`	An energy-based model for region-labeling. Comput. Vis. Image Underst. Hugo Jair Escalante, Manuel Montes-y-Gómez, Luis Enrique Sucar
2011	—	`conf`	EPSMS and the Document Occurrence Representation for Authorship Identification - Notebook for PAN at CLEF 2011. CLEF (Notebook Papers/Labs/Workshop) Hugo Jair Escalante
2011	—	`conf`	Instance Selection in Text Classification Using the Silhouette Coefficient Measure. MICAI (1) Debangana Dey, Thamar Solorio, Manuel Montes-y-Gómez, Hugo Jair Escalante
2011	A*	`conf`	Local Histograms of Character N-grams for Authorship Attribution. ACL Hugo Jair Escalante, Thamar Solorio, Manuel Montes-y-Gómez
2010	B	`conf`	Ensemble particle swarm model selection. IJCNN Hugo Jair Escalante, Manuel Montes-y-Gómez, Luis Enrique Sucar
2010	J	`jnl`	The segmented and annotated IAPR TC-12 benchmark. Comput. Vis. Image Underst. Hugo Jair Escalante, Carlos A. Hernández, Jesús A. González, Aurelio López-López, Manuel Montes-y-Gómez, Eduardo F. Morales, Luis Enrique Sucar, Luis Villaseñor-Pineda, Michael Grubinger
2009	C	`conf`	Particle Swarm Model Selection for Authorship Verification. CIARP Hugo Jair Escalante, Manuel Montes-y-Gómez, Luis Villaseñor-Pineda
2009	J	`jnl`	Particle Swarm Model Selection. J. Mach. Learn. Res. Hugo Jair Escalante, Manuel Montes-y-Gómez, Luis Enrique Sucar
2009	—	`conf`	TIA-INAOE's Participation in ImageCLEF 2009. CLEF (Working Notes) Hugo Jair Escalante, Jesus A. Gonzalez, Carlos A. Hernández, Aurelio López-López, Manuel Montes-y-Gómez, Eduardo F. Morales, Elias Ruiz, Luis Enrique Sucar, Luis Villaseñor-Pineda
2008	—	`conf`	Annotation-Based Expansion and Late Fusion of Mixed Methods for Multimedia Image Retrieval. CLEF Hugo Jair Escalante, Jesús A. González, Carlos A. Hernández, Aurelio López-López, Manuel Montes-y-Gómez, Eduardo F. Morales, Luis Enrique Sucar, Luis Villaseñor-Pineda
2008	—	`conf`	Late fusion of heterogeneous methods for multimedia image retrieval. Multimedia Information Retrieval Hugo Jair Escalante, Carlos A. Hernández, Luis Enrique Sucar, Manuel Montes-y-Gómez
2008	—	`conf`	TIA-INAOE Participation at ImageCLEF 2008. CLEF (Working Notes) Hugo Jair Escalante, Jesús A. González, Carlos A. Hernández, Aurelio López-López, Manuel Montes-y-Gómez, Eduardo F. Morales, Luis Enrique Sucar, Luis Villaseñor-Pineda
2007	—	`conf`	Improving Automatic Image Annotation Based on Word Co-occurrence. Adaptive Multimedia Retrieval Hugo Jair Escalante, Manuel Montes-y-Gómez, Luis Enrique Sucar
2007	B	`conf`	PSMS for Neural Networks on the IJCNN 2007 Agnostic vs Prior Knowledge Challenge. IJCNN Hugo Jair Escalante, Manuel Montes-y-Gómez, Luis Enrique Sucar
2007	—	`conf`	TIA-INAOE's Participation at ImageCLEF 2007. CLEF (Working Notes) Hugo Jair Escalante, Carlos A. Hernández, Aurelio López-López, Heidy M. Marín, Manuel Montes-y-Gómez, Eduardo F. Morales, Luis Enrique Sucar, Luis Villaseñor-Pineda
2007	—	`conf`	Towards Annotation-Based Query and Document Expansion for Image Retrieval. CLEF Hugo Jair Escalante, Carlos A. Hernández, Aurelio López-López, Heidy Marisol Marín-Castro, Manuel Montes-y-Gómez, Eduardo F. Morales, Luis Enrique Sucar, Luis Villaseñor-Pineda
2007	A	`conf`	Word Co-occurrence and Markov Random Fields for Improving Automatic Image Annotation. BMVC Hugo Jair Escalante, Manuel Montes-y-Gómez, Luis Enrique Sucar
2006	Misc	`conf`	Analysis of Galactic Spectra using Noise-Aware Learning Algorithms. FLAIRS Hugo Jair Escalante, Olac Fuentes
2006	—	`conf`	Cleaning Training-Datasets with Noise-Aware Algorithms. ENC Hugo Jair Escalante
2006	J	`jnl`	Kernel Methods for Anomaly Detection and Noise Elimination. Res. Comput. Sci. Hugo Jair Escalante
2006	J	`jnl`	Noise-Aware Algorithms for Analysis of Galactic Spectra. Res. Comput. Sci. Hugo Jair Escalante, Olac Fuentes