Hugo Jair Escalante

According to our database1, Hugo Jair Escalante authored at least 151 papers between 2006 and 2019.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2019
Scalable multi-label annotation via semi-supervised kernel semantic embedding.
Pattern Recognition Letters, 2019

AutoML @ NeurIPS 2018 challenge: Design and Results.
CoRR, 2019

A Guiding Principle for Causal Decision Problems.
CoRR, 2019

Analysis of the AutoML Challenge Series 2015-2018.
Proceedings of the Automated Machine Learning - Methods, Systems, Challenges, 2019

2018
Evaluation of Detection Approaches for Road Anomalies Based on Accelerometer Readings - Addressing Who's Who.
IEEE Trans. Intelligent Transportation Systems, 2018

Multimodal First Impression Analysis with Deep Residual Networks.
IEEE Trans. Affective Computing, 2018

Guest Editorial: Apparent Personality Analysis.
IEEE Trans. Affective Computing, 2018

Guest Editorial: The Computational Face.
IEEE Trans. Pattern Anal. Mach. Intell., 2018

A visual approach for age and gender identification on Twitter.
Journal of Intelligent and Fuzzy Systems, 2018

Looking at People Special Issue.
International Journal of Computer Vision, 2018

Taking Human out of Learning Applications: A Survey on Automated Machine Learning.
CoRR, 2018

Playing against Nature: causal discovery for decision making under uncertainty.
CoRR, 2018

A visual approach for age and gender identification on Twitter.
CoRR, 2018

First Impressions: A Survey on Computer Vision-Based Apparent Personality Trait Analysis.
CoRR, 2018

Towards Deep Representation Learning with Genetic Programming.
CoRR, 2018

Explaining First Impressions: Modeling, Recognizing, and Explaining Apparent Personality from Videos.
CoRR, 2018

Surrogate modeling based on granular models and fuzzy aptitude functions.
Appl. Soft Comput., 2018

Overview of MEX-A3T at IberEval 2018: Authorship and Aggressiveness Analysis in Mexican Spanish Tweets.
Proceedings of the Third Workshop on Evaluation of Human Language Technologies for Iberian Languages (IberEval 2018) co-located with 34th Conference of the Spanish Society for Natural Language Processing (SEPLN 2018), 2018

Early Text Classification Using Multi-Resolution Concept Representations.
Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018

A Knowledge-Based Weighted KNN for Detecting Irony in Twitter.
Proceedings of the Advances in Computational Intelligence, 2018

Bayesian Chain Classifier with Feature Selection for Multi-label Classification.
Proceedings of the Advances in Soft Computing, 2018

Automated Detection of Hummingbirds in Images: A Deep Learning Approach.
Proceedings of the Pattern Recognition - 10th Mexican Conference, 2018

From Text to Speech: A Multimodal Cross-Domain Approach for Deception Detection.
Proceedings of the Pattern Recognition and Information Forensics, 2018

Overview of the Multimedia Information Processing for Personality & Social Networks Analysis Contest.
Proceedings of the Pattern Recognition and Information Forensics, 2018

Recognition of Apparent Personality Traits from Text and Handwritten Images.
Proceedings of the Pattern Recognition and Information Forensics, 2018

Structurally Layered Representation Learning: Towards Deep Learning Through Genetic Programming.
Proceedings of the Genetic Programming - 21st European Conference, 2018

Predicting Academic-Challenge Success.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2018

2017
Learning Roadway Surface Disruption Patterns Using the Bag of Words Representation.
IEEE Trans. Intelligent Transportation Systems, 2017

An online and incremental GRLVQ algorithm for prototype generation based on granular computing.
Soft Comput., 2017

Detección del engaño en notas de opinión a través de técnicas tradicionales de clasificación automática de textos.
Research in Computing Science, 2017

MOPG: a multi-objective evolutionary algorithm for prototype generation.
Pattern Anal. Appl., 2017

Principal motion components for one-shot gesture recognition.
Pattern Anal. Appl., 2017

Evolving weighting schemes for the Bag of Visual Words.
Neural Computing and Applications, 2017

Time series forecasting with genetic programming.
Natural Computing, 2017

Local and global approaches for unsupervised image annotation.
Multimedia Tools Appl., 2017

Detection of defective embedded bearings by sound analysis: a machine learning approach.
J. Intelligent Manufacturing, 2017

A parallel approach for the training stage of the Viola-Jones face detection algorithm.
Intell. Data Anal., 2017

An iterative genetic programming approach to prototype generation.
Genetic Programming and Evolvable Machines, 2017

Early detection of deception and aggressiveness using profile-based representations.
Expert Syst. Appl., 2017

ChaLearn Looking at People: Events and Resources.
CoRR, 2017

Fractal dimension analysis for automatic morphological galaxy classification.
CoRR, 2017

Full Model Selection in Big Data.
Proceedings of the Advances in Soft Computing, 2017

ChaLearn looking at people: A review of events and resources.
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

Design of an explainable machine learning challenge for video interviews.
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

Results and Analysis of ChaLearn LAP Multi-modal Isolated and Continuous Gesture Recognition, and Real Versus Fake Expressed Emotions Challenges.
Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017

Visualizing Apparent Personality Analysis with Deep Residual Networks.
Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017

A Survey on Deep Learning Based Approaches for Action and Gesture Recognition in Image Sequences.
Proceedings of the 12th IEEE International Conference on Automatic Face & Gesture Recognition, 2017

Social-Media Users can be profiled by their Similarity with other Users.
Proceedings of the Working Notes of CLEF 2017, 2017

Semi-supervised Online Kernel Semantic Embedding for Multi-label Annotation.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2017

A Flexible Framework for the Evaluation of Unsupervised Image Annotation.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2017

Deep Learning for Action and Gesture Recognition in Image Sequences: A Survey.
Proceedings of the Gesture Recognition, 2017

2016
Surrogate modeling based on an adaptive network and granular computing.
Soft Comput., 2016

A naïve Bayes baseline for early gesture recognition.
Pattern Recognition Letters, 2016

Improving the BoVW via discriminative visual n-grams and MKL strategies.
Neurocomputing, 2016

EMOPG+FS: Evolutionary multi-objective prototype generation and feature selection.
Intell. Data Anal., 2016

GRASP with path relinking for commercial districting.
Expert Syst. Appl., 2016

Editorial.
Computación y Sistemas, 2016

PGGP: Prototype Generation via Genetic Programming.
Appl. Soft Comput., 2016

Early text classification: a Naïve solution.
Proceedings of the 7th Workshop on Computational Approaches to Subjectivity, 2016

ChaLearn Joint Contest on Multimedia Challenges Beyond Visual Analysis: An overview.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

A brief Review of the ChaLearn AutoML Challenge: Any-time Any-dataset Learning without Human Intervention.
Proceedings of the 2016 Workshop on Automatic Machine Learning, 2016

In Defense of Online Kmeans for Prototype Generation and Instance Reduction.
Proceedings of the Advances in Artificial Intelligence - IBERAMIA 2016, 2016

A Machine Learning Pipeline to Automatically Identify and Classify Roadway Surface Disruptions.
Proceedings of the Sixteenth Mexican International Conference on Computer Science, 2016

ChaLearn LAP 2016: First Round Challenge on First Impressions - Dataset and Results.
Proceedings of the Computer Vision - ECCV 2016 Workshops, 2016

ChaLearn Looking at People and Faces of the World: Face AnalysisWorkshop and Challenge 2016.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2016

A Two-Step Retrieval Method for Image Captioning.
Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2016

INAOE's participation at ImageCLEF 2016: Text Illustration Task.
Proceedings of the Working Notes of CLEF 2016, 2016

2015
Discriminative subprofile-specific representations for author profiling in social media.
Knowl.-Based Syst., 2015

Term-weighting learning via genetic programming for text classification.
Knowl.-Based Syst., 2015

Surrogate-assisted multi-objective model selection for support vector machines.
Neurocomputing, 2015

A note on "Adaptive fuzzy fitness granulation for evolutionary optimization".
Int. J. Approx. Reasoning, 2015

Early text classification: a Naive solution.
CoRR, 2015

Classifying infant cry patterns by the Genetic Selection of a Fuzzy Model.
Biomed. Signal Proc. and Control, 2015

Semantic Genetic Programming for Sentiment Analysis.
Proceedings of the NEO 2015, 2015

Towards Autonomous Flight of Low-Cost MAVs by Using a Probabilistic Visual Odometry Approach.
Proceedings of the Advances in Artificial Intelligence and Its Applications, 2015

Improved Learning Rule for LVQ Based on Granular Computing.
Proceedings of the Pattern Recognition - 7th Mexican Conference, 2015

Deep learning based super-resolution for improved action recognition.
Proceedings of the 2015 International Conference on Image Processing Theory, 2015

Design of the 2015 ChaLearn AutoML challenge.
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

ChaLearn looking at people 2015 new competitions: Age estimation and cultural event recognition.
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

Improving bag of visual words representations with genetic programming.
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

ChaLearn Looking at People 2015: Apparent Age and Cultural Event Recognition Datasets and Results.
Proceedings of the 2015 IEEE International Conference on Computer Vision Workshop, 2015

An Empirical Analysis on Dimensionality in Cellular Genetic Algorithms.
Proceedings of the Genetic and Evolutionary Computation Conference, 2015

ChaLearn Looking at People 2015 challenges: Action spotting and cultural event recognition.
Proceedings of the 2015 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2015

INAOE-UNAL at ImageCLEF 2015: Scalable Concept Image Annotation.
Proceedings of the Working Notes of CLEF 2015, 2015

INAOE's Participation at PAN'15: Author Profiling task.
Proceedings of the Working Notes of CLEF 2015, 2015

Gesture and Action Recognition by Evolved Dynamic Subgestures.
Proceedings of the British Machine Vision Conference 2015, 2015

2014
CSMMI: Class-Specific Maximization of Mutual Information for Action and Gesture Recognition.
IEEE Trans. Image Processing, 2014

Extensión de una red neuronal relacional difusa incorporando distintos productos relacionales a la etapa de entrenamiento.
Research in Computing Science, 2014

The ChaLearn gesture dataset (CGD 2011).
Mach. Vis. Appl., 2014

Learning to Assemble Classifiers via Genetic Programming.
IJPRAI, 2014

Multi-objective model type selection.
Neurocomputing, 2014

Búsqueda aleatoria adaptiva para problemas de optimización global sin restricciones.
Computación y Sistemas, 2014

Term-Weighting Learning via Genetic Programming for Text Classification.
CoRR, 2014

Fusing Affective Dimensions and Audio-Visual Features from Segmented Video for Depression Recognition: INAOE-BUAP's Participation at AVEC'14 Challenge.
Proceedings of the 4th International Workshop on Audio/Visual Emotion Challenge, 2014

Evaluating Term-Expansion for Unsupervised Image Annotation.
Proceedings of the Human-Inspired Computing and Its Applications, 2014

Object Recognition with Näive Bayes-NN via Prototype Generation.
Proceedings of the Pattern Recognition - 6th Mexican Conference, 2014

Towards the automated generation of term-weighting schemes for text categorization.
Proceedings of the Genetic and Evolutionary Computation Conference, 2014

Simultaneous generation of prototypes and features through genetic programming.
Proceedings of the Genetic and Evolutionary Computation Conference, 2014

Adaptive-surrogate based on a neuro-fuzzy network and granular computing.
Proceedings of the Genetic and Evolutionary Computation Conference, 2014

ChaLearn Looking at People Challenge 2014: Dataset and Results.
Proceedings of the Computer Vision - ECCV 2014 Workshops, 2014

Using Intra-Profile Information for Author Profiling.
Proceedings of the Working Notes for CLEF 2014 Conference, 2014

Evolutionary Multi-Objective Approach for Prototype Generation and Feature Selection.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2014

Enhanced Fuzzy-Relational Neural Network with Alternative Relational Products.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2014

An evolutionary multi-objective approach for prototype generation.
Proceedings of the IEEE Congress on Evolutionary Computation, 2014

2013
Models of performance of time series forecasters.
Neurocomputing, 2013

Principal motion components for gesture recognition using a single-example.
CoRR, 2013

Sexual predator detection in chats with chained classifiers.
Proceedings of the 4th Workshop on Computational Approaches to Subjectivity, 2013

Automatic Classification of Web Databases Using Domain-Dictionaries.
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2013

TIA-INAOE's Approach for the 2013 Retrieving Diverse Social Images Task.
Proceedings of the MediaEval 2013 Multimedia Benchmark Workshop, 2013

Simultaneous Segmentation and Recognition of Gestures for Human-Machine Interaction.
Proceedings of the 3rd Workshop on Ubiquitous Data Mining co-located with the 23rd International Joint Conference on Artificial Intelligence (IJCAI 2013), 2013

Multi-modal gesture recognition challenge 2013: dataset and results.
Proceedings of the 2013 International Conference on Multimodal Interaction, 2013

ChaLearn multi-modal gesture recognition 2013: grand challenge and workshop summary.
Proceedings of the 2013 International Conference on Multimodal Interaction, 2013

Simultaneous segmentation and recognition of hand gestures for human-robot interaction.
Proceedings of the 16th International Conference on Advanced Robotics, 2013

Bias and Variance Multi-objective Optimization for Support Vector Machines Model Selection.
Proceedings of the Pattern Recognition and Image Analysis - 6th Iberian Conference, 2013

Genetic Programming of Prototypes for Pattern Classification.
Proceedings of the Pattern Recognition and Image Analysis - 6th Iberian Conference, 2013

Bias and Variance Optimization for SVMs Model Selection.
Proceedings of the Twenty-Sixth International Florida Artificial Intelligence Research Society Conference, 2013

INAOE's Participation at PAN'13: Author Profiling Task Notebook for PAN at CLEF 2013.
Proceedings of the Working Notes for CLEF 2013 Conference , 2013

Distributional Term Representations for Short-Text Categorization.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2013

A One-Shot DTW-Based Method for Early Gesture Recognition.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2013

Genetic Programming of Heterogeneous Ensembles for Classification.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2013

A hybrid surrogate-based approach for evolutionary multi-objective optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2013

2012
Multimodal indexing based on semantic cohesion for image retrieval.
Inf. Retr., 2012

Multi-class particle swarm model selection for automatic image annotation.
Expert Syst. Appl., 2012

Resumen de Tesis Doctoral Semantic Cohesion for Image Annotation and Retrieval.
Computación y Sistemas, 2012

Acute leukemia classification by ensemble particle swarm model selection.
Artificial Intelligence in Medicine, 2012

Results and Analysis of the ChaLearn Gesture Challenge 2012.
Proceedings of the Advances in Depth Image Analysis and Applications, 2012

ChaLearn gesture challenge: Design and first results.
Proceedings of the 2012 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, 2012

A Two-step Approach for Effective Detection of Misbehaving Users in Chats.
Proceedings of the CLEF 2012 Evaluation Labs and Workshop, 2012

2011
A comparative study of object-level spatial context techniques for semantic image analysis.
Computer Vision and Image Understanding, 2011

An energy-based model for region-labeling.
Computer Vision and Image Understanding, 2011

A Weighted Profile Intersection Measure for Profile-Based Authorship Attribution.
Proceedings of the Advances in Artificial Intelligence, 2011

Instance Selection in Text Classification Using the Silhouette Coefficient Measure.
Proceedings of the Advances in Artificial Intelligence, 2011

EPSMS and the Document Occurrence Representation for Authorship Identification - Notebook for PAN at CLEF 2011.
Proceedings of the CLEF 2011 Labs and Workshop, 2011

Local Histograms of Character N-grams for Authorship Attribution.
Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, 2011

2010
The segmented and annotated IAPR TC-12 benchmark.
Computer Vision and Image Understanding, 2010

Ensemble particle swarm model selection.
Proceedings of the International Joint Conference on Neural Networks, 2010

2009
Particle Swarm Model Selection.
Journal of Machine Learning Research, 2009

TIA-INAOE's Participation in ImageCLEF 2009.
Proceedings of the Working Notes for CLEF 2009 Workshop co-located with the 13th European Conference on Digital Libraries (ECDL 2009) , Corfù, Greece, September 30, 2009

Particle Swarm Model Selection for Authorship Verification.
Proceedings of the Progress in Pattern Recognition, 2009

2008
Late fusion of heterogeneous methods for multimedia image retrieval.
Proceedings of the 1st ACM SIGMM International Conference on Multimedia Information Retrieval, 2008

TIA-INAOE Participation at ImageCLEF 2008.
Proceedings of the Working Notes for CLEF 2008 Workshop co-located with the 12th European Conference on Digital Libraries (ECDL 2008) , 2008

Annotation-Based Expansion and Late Fusion of Mixed Methods for Multimedia Image Retrieval.
Proceedings of the Evaluating Systems for Multilingual and Multimodal Information Access, 2008

2007
PSMS for Neural Networks on the IJCNN 2007 Agnostic vs Prior Knowledge Challenge.
Proceedings of the International Joint Conference on Neural Networks, 2007

Towards Annotation-Based Query and Document Expansion for Image Retrieval.
Proceedings of the Advances in Multilingual and Multimodal Information Retrieval, 2007

TIA-INAOE's Participation at ImageCLEF 2007.
Proceedings of the Working Notes for CLEF 2007 Workshop co-located with the 11th European Conference on Digital Libraries (ECDL 2007), 2007

Overview of the ImageCLEF 2007 Object Retrieval Task.
Proceedings of the Working Notes for CLEF 2007 Workshop co-located with the 11th European Conference on Digital Libraries (ECDL 2007), 2007


Word Co-occurrence and Markov Random Fields for Improving Automatic Image Annotation.
Proceedings of the British Machine Vision Conference 2007, 2007

Improving Automatic Image Annotation Based on Word Co-occurrence.
Proceedings of the Adaptive Multimedial Retrieval: Retrieval, 2007

2006
Analysis of Galactic Spectra using Noise-Aware Learning Algorithms.
Proceedings of the Nineteenth International Florida Artificial Intelligence Research Society Conference, 2006

Cleaning Training-Datasets with Noise-Aware Algorithms.
Proceedings of the Seventh Mexican International Conference on Computer Science, 2006


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