Hugo Jair Escalante

National Institute of Astrophysics, Optics and Electronics — Mexico

Computer Science · Physical Sciences

43h-index6.8kcitations331works1.62yr avg
OpenAlex↗ORCID↗Google Scholar↗Lab page↗

Accepting Students?

No reports yet. Know if this professor is taking students?

Research Topics

Machine Learning and Data Classification(46), Evolutionary Algorithms and Applications(40), Metaheuristic Optimization Algorithms Research(35), Image Retrieval and Classification Techniques(35), Advanced Image and Video Retrieval Techniques(31)

Publications330 total

SensorApp: A Move Speaks Louder Than Words: Personality recognition using a dataset obtained from sensors and mobile device usage habits
International Journal of Combinatorial Optimization Problems and Informatics.·2025Open Access
Dile: a distribution-based incremental learning approach
Pattern Analysis and Applications·2025
Choosing with Unknown Causal Information: Action-Outcome Probabilities for Decision-Making Can be Grounded in Causal Models
Erkenntnis·2025Open Access
GAttention: Gated Attention for the Detection of Abusive Language
2025Open Access
GHA: A Gated Hierarchical Attention Mechanism for the Detection of Abusive Language in Social Media
IEEE Transactions on Affective Computing·2024· 2 cited
Speeding up the Multi-objective NAS Through Incremental Learning
Lecture notes in computer science·2024
Unified Physical-Digital Attack Detection Challenge
2024· 8 cited
Labeling Comic Mischief Content in Online Videos with a Multimodal Hierarchical-Cross-Attention Model
arXiv (Cornell University)·2024Open Access
Guest Editorial: AutoML for Nonstationary Data
IEEE Transactions on Artificial Intelligence·2024
Enhancing abusive language detection: A domain-adapted approach leveraging BERT pre-training tasks
Pattern Recognition Letters·2024· 7 cited
Unified Physical-Digital Attack Detection Challenge
arXiv (Cornell University)·2024Open Access
Analysis of systems’ performance in natural language processing competitions
Pattern Recognition Letters·2024· 4 citedOpen Access
Progressive Self-supervised Multi-objective NAS for Image Classification
Lecture notes in computer science·2024· 2 cited
Multimodal-Attention Fusion for the Detection of Questionable Content in Videos
Lecture notes in computer science·2024
Academic competitions
arXiv (Cornell University)·2023· 1 citedOpen Access
Continuous Cartesian Genetic Programming based representation for multi-objective neural architecture search
Applied Soft Computing·2023· 9 cited
TurboGP: A flexible and advanced python based GP library
arXiv (Cornell University)·2023Open Access
Continuous Cartesian Genetic Programming based representation for Multi-Objective Neural Architecture Search
arXiv (Cornell University)·2023· 1 citedOpen Access
Wild Face Anti-Spoofing Challenge 2023: Benchmark and Results
2023· 18 cited
Surveillance Face Presentation Attack Detection Challenge
2023· 12 cited
page 1 of 17Next →

Frequent Co-authors

Sérgio Escalera(23), Isabelle Guyon(20), Xavier Baró(16), Manuel Montes-y-Gómez(7), Jun Wan(6), Luis Villaseñor-Pineda(5), Víctor Ponce-López(5), Jordi Gonzàlez(5), Meysam Madadi(5), Vassilis Athitsos(5), Evelyne Viegas(5), Jesús A. González(4), Manuel Montes(4), Luis Enrique Sucar(4), Albert Clapés(4), Guodong Guo(4), Yağmur Güçlütürk(4), Umut Güçlü(4), Marcel van Gerven(4), Rob van Lier(4)