Luis Enrique Sucar

According to our database1, Luis Enrique Sucar authored at least 239 papers between 1990 and 2021.

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

Timeline

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Bibliography

2021
Probabilistic Graphical Models - Principles and Applications, Second Edition
Advances in Computer Vision and Pattern Recognition, Springer, ISBN: 978-3-030-61942-8, 2021

Unobtrusive Stress Assessment Using Smartphones.
IEEE Trans. Mob. Comput., 2021

Second-order motion descriptors for efficient action recognition.
Pattern Anal. Appl., 2021

Next-best-view regression using a 3D convolutional neural network.
Mach. Vis. Appl., 2021

Knowledge-Based Hierarchical POMDPs for Task Planning.
J. Intell. Robotic Syst., 2021

Perceptual and Pixel-Wise Information for Visual Novelty Detection.
Proceedings of the Pattern Recognition - 13th Mexican Conference, 2021

2020
Unobtrusive Inference of Affective States in Virtual Rehabilitation from Upper Limb Motions: A Feasibility Study.
IEEE Trans. Affect. Comput., 2020

Toward Knowledge Transfer for Learning Markov Equivalence Classes.
Res. Comput. Sci., 2020

Causal Based Q-Learning.
Res. Comput. Sci., 2020

Causal Games and Causal Nash Equilibrium.
Res. Comput. Sci., 2020

Supervised learning of the next-best-view for 3d object reconstruction.
Pattern Recognit. Lett., 2020

Mass segmentation of mammograms using Markov models associated with constrained clustering.
Medical Biol. Eng. Comput., 2020

Causal Structure Learning: a Bayesian approach based on random graphs.
CoRR, 2020

Competence-Based Student Modelling with Dynamic Bayesian Networks.
CoRR, 2020

PGM_PyLib: A Toolkit for Probabilistic Graphical Models in Python.
Proceedings of the International Conference on Probabilistic Graphical Models, 2020

Knowledge Transfer for Learning Markov Equivalence Classes.
Proceedings of the International Conference on Probabilistic Graphical Models, 2020

What the Appearance Channel from Two-Stream Architectures for Activity Recognition Is Learning?
Proceedings of the Pattern Recognition - 12th Mexican Conference, 2020

2019
Editorial: Applications of Future Internet.
Mob. Networks Appl., 2019

Detecting dressing failures using temporal-relational visual grammars.
J. Ambient Intell. Humaniz. Comput., 2019

Optimal motion planning and stopping test for 3-D object reconstruction.
Intell. Serv. Robotics, 2019

von Neumann-Morgenstern and Savage Theorems for Causal Decision Making.
CoRR, 2019

A Guiding Principle for Causal Decision Problems.
CoRR, 2019

Recognition of Affective States in Virtual Rehabilitation using Late Fusion with Semi-Naive Bayesian Classifier.
Proceedings of the 13th EAI International Conference on Pervasive Computing Technologies for Healthcare, 2019

A Knowledge and Probabilistic Based Task Planning Architecture for Service Robotics.
Proceedings of the Advances in Soft Computing, 2019

A Fast and Robust Deep Learning Approach for Hand Object Grasping Confirmation.
Proceedings of the Advances in Soft Computing, 2019

RGB-D Camera and 2D Laser Integration for Robot Navigation in Dynamic Environments.
Proceedings of the Advances in Soft Computing, 2019

Hierarchical Classification With Bayesian Networks and Chained Classifiers.
Proceedings of the Thirty-Second International Florida Artificial Intelligence Research Society Conference, 2019

A Novel Scheme for Training Two-Stream CNNs for Action Recognition.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2019

Automatic Recognition of Multiple Affective States in Virtual Rehabilitation by Exploiting the Dependency Relationships.
Proceedings of the 8th International Conference on Affective Computing and Intelligent Interaction, 2019

2018
On Fisher vector encoding of binary features for video face recognition.
J. Vis. Commun. Image Represent., 2018

Image Annotation by a Hierarchical and Iterative Combination of Recognition and Segmentation.
Int. J. Pattern Recognit. Artif. Intell., 2018

A local multiscale probabilistic graphical model for data validation and reconstruction, and its application in industry.
Eng. Appl. Artif. Intell., 2018

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

Estimating Functional Connectivity Symmetry between Oxy- and Deoxy-Haemoglobin: Implications for fNIRS Connectivity Analysis.
Algorithms, 2018

Circular Chain Classifiers.
Proceedings of the International Conference on Probabilistic Graphical Models, 2018

Intervals of Causal Effects for Learning Causal Graphical Models.
Proceedings of the International Conference on Probabilistic Graphical Models, 2018

A Fast Algorithm for Robot Localization Using Multiple Sensing Units.
Proceedings of the Pattern Recognition - 10th Mexican Conference, 2018

A Distributed Probabilistic Model for Fault Diagnosis.
Proceedings of the Advances in Artificial Intelligence - IBERAMIA 2018, 2018

Toward More Realistic Face Recognition Evaluation Protocols for the YouTube Faces Database.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018

2017
Probabilistic Relational Learner Models Based on Competence Maps.
Res. Comput. Sci., 2017

Foveation: an alternative method to simultaneously preserve privacy and information in face images.
J. Electronic Imaging, 2017

Improving visual vocabularies: a more discriminative, representative and compact bag of visual words.
Informatica (Slovenia), 2017

View/state planning for three-dimensional object reconstruction under uncertainty.
Auton. Robots, 2017

An exploration strategy for non-stationary opponents.
Auton. Agents Multi Agent Syst., 2017

Efficiently detecting switches against non-stationary opponents.
Auton. Agents Multi Agent Syst., 2017

A Pathline-Based Background Subtraction Algorithm.
Proceedings of the Pattern Recognition - 9th Mexican Conference, 2017

Assessing Nitrogen Nutrition in Corn Crops with Airborne Multispectral Sensors.
Proceedings of the Advances in Artificial Intelligence: From Theory to Practice, 2017

Automation of motor dexterity assessment.
Proceedings of the International Conference on Rehabilitation Robotics, 2017

Differential evolution strategies for large-scale energy resource management in smart grids.
Proceedings of the Genetic and Evolutionary Computation Conference, 2017

A Probabilistic Spatial-Temporal Model and its Application to Wind Prediction.
Proceedings of the Thirtieth International Florida Artificial Intelligence Research Society Conference, 2017

An Exploration Strategy Facing Non-Stationary Agents.
Proceedings of the 16th Conference on Autonomous Agents and MultiAgent Systems, 2017

Detecting Switches Against Non-Stationary Opponents.
Proceedings of the 16th Conference on Autonomous Agents and MultiAgent Systems, 2017

Automatic recognition of pain, anxiety, engagement and tiredness for virtual rehabilitation from stroke: A marginalization approach.
Proceedings of the Seventh International Conference on Affective Computing and Intelligent Interaction Workshops and Demos, 2017

2016
A naïve Bayes baseline for early gesture recognition.
Pattern Recognit. Lett., 2016

Stress modelling and prediction in presence of scarce data.
J. Biomed. Informatics, 2016

Hierarchical multilabel classification based on path evaluation.
Int. J. Approx. Reason., 2016

A Two-Directional Two-Dimensional PCA Correlation Filter in the Phase only Spectrum for Face Recognition in Video.
Proceedings of the Video Analytics. Face and Facial Expression Recognition and Audience Measurement, 2016

Searching Objects in Known Environments: Empowering Simple Heuristic Strategies.
Proceedings of the RoboCup 2016: Robot World Cup XX [Leipzig, Germany, June 30, 2016

Toward Optimal Pedagogical Action Patterns by Means of Partially Observable Markov Decision Process.
Proceedings of the Advances in Soft Computing, 2016

Efficient video face recognition by using Fisher Vector encoding of binary features.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

A foveation technique applied to face de-identification.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Causal Probabilistic Graphical Models for Decoding Effective Connectivity in Functional Near InfraRed Spectroscopy.
Proceedings of the Twenty-Ninth International Florida Artificial Intelligence Research Society Conference, 2016

Electrical Load Pattern Shape Clustering Using Ant Colony Optimization.
Proceedings of the Applications of Evolutionary Computation - 19th European Conference, 2016

A Bayesian Approach for Learning and Tracking Switching, Non-Stationary Opponents: (Extended Abstract).
Proceedings of the 2016 International Conference on Autonomous Agents & Multiagent Systems, 2016

Identifying and Tracking Switching, Non-Stationary Opponents: A Bayesian Approach.
Proceedings of the Multiagent Interaction without Prior Coordination, 2016

2015
Probabilistic Graphical Models - Principles and Applications
Advances in Computer Vision and Pattern Recognition, Springer, ISBN: 978-1-4471-6699-3, 2015

Using Gestures to Interact with a Service Robot using Kinect 2.
Res. Comput. Sci., 2015

A Model of Affect and Learning for Intelligent Tutors.
J. Univers. Comput. Sci., 2015

On the Effect of Previous Technological Experience on the Usability of a Virtual Rehabilitation Tool for the Physical Activation and Cognitive Stimulation of Elders.
J. Medical Syst., 2015

Out of context serious games: Transversal reutilization of games across healthcare domains.
Comput. Syst. Sci. Eng., 2015

Transfer learning for temporal nodes Bayesian networks.
Appl. Intell., 2015

Unsupervised Segmentation Evaluation for Image Annotation.
Proceedings of the VISAPP 2015, 2015

Detecting affective states in virtual rehabilitation.
Proceedings of the 9th International Conference on Pervasive Computing Technologies for Healthcare, 2015

Improving classification of posture based attributed attention assessed by ranked crowd-raters.
Proceedings of the 9th International Conference on Pervasive Computing Technologies for Healthcare, 2015

Pilot Evaluation of a Collaborative Game for Motor Tele-Rehabilitation and Cognitive Stimulation of the Elderly.
Proceedings of the Ambient Assisted Living. ICT-Based Solutions in Real Life Situations, 2015

Distributed energy procurement and management in smart environments.
Proceedings of the IEEE First International Smart Cities Conference, 2015

Assessing the Distinctiveness and Representativeness of Visual Vocabularies.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2015

Bidding in Non-Stationary Energy Markets.
Proceedings of the 2015 International Conference on Autonomous Agents and Multiagent Systems, 2015

Opponent Modeling against Non-stationary Strategies: (Doctoral Consortium).
Proceedings of the 2015 International Conference on Autonomous Agents and Multiagent Systems, 2015

Stress Modelling Using Transfer Learning in Presence of Scarce Data.
Proceedings of the Ambient Intelligence for Health - First International Conference, 2015

User Modelling for Patient Tailored Virtual Rehabilitation.
Proceedings of the Foundations of Biomedical Knowledge Representation, 2015

Treatment of Disease: The Role of Knowledge Representation for Treatment Selection.
Proceedings of the Foundations of Biomedical Knowledge Representation, 2015

2014
Multi-label classification with Bayesian network-based chain classifiers.
Pattern Recognit. Lett., 2014

Multidimensional hierarchical classification.
Expert Syst. Appl., 2014

Un método simplex KKT para resolver eficientemente programas lineales para análisis de la sujeción basado en la identificación de restricciones no atadas.
Computación y Sistemas, 2014

A framework for learning and planning against switching strategies in repeated games.
Connect. Sci., 2014

Multi-label Classification for Tree and Directed Acyclic Graphs Hierarchies.
Proceedings of the Probabilistic Graphical Models - 7th European Workshop, 2014

Wind Power Forecasting Using Dynamic Bayesian Models.
Proceedings of the Nature-Inspired Computation and Machine Learning, 2014

Revisiting the User Experience of a Virtual Rehabilitation Tool for the Physical Activation and Cognitive Stimulation of Elders.
Proceedings of the Ambient Assisted Living and Daily Activities, 2014

View planning for 3D object reconstruction with a mobile manipulator robot.
Proceedings of the 2014 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2014

LISF: An Invariant Local Shape Features Descriptor Robust to Occlusion.
Proceedings of the ICPRAM 2014, 2014

An Efficient Shape Feature Extraction, Description and Matching Method Using GPU.
Proceedings of the Pattern Recognition Applications and Methods, 2014

Using a Priori Information for Fast Learning Against Non-stationary Opponents.
Proceedings of the Advances in Artificial Intelligence - IBERAMIA 2014, 2014

Chained Path Evaluation for Hierarchical Multi-Label Classification.
Proceedings of the Twenty-Seventh International Florida Artificial Intelligence Research Society Conference, 2014

Recognizing Visual Categories with Symbol-Relational Grammars and Bayesian Networks.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2014

Partial Shape Matching and Retrieval under Occlusion and Noise.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2014

2013
FPGA-based detection of SIFT interest keypoints.
Mach. Vis. Appl., 2013

Improving image retrieval by using spatial relations.
Multim. Tools Appl., 2013

Learning temporal nodes Bayesian networks.
Int. J. Approx. Reason., 2013

Discovering human immunodeficiency virus mutational pathways using temporal Bayesian networks.
Artif. Intell. Medicine, 2013

An Object Recognition Model Based on Visual Grammars and Bayesian Networks.
Proceedings of the Image and Video Technology - 6th Pacific-Rim Symposium, 2013

Posture Based Detection of Attention in Human Computer Interaction.
Proceedings of the Image and Video Technology - 6th Pacific-Rim Symposium, 2013

New Developments in the Gesture Therapy Platform - Past, Present and Future of our Research.
Proceedings of the International Congress on Neurotechnology, Electronics and Informatics, 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

Object Recognition Based on Visual Grammars and Bayesian Networks.
Proceedings of the IJCAI 2013, 2013

Strategic Interactions Among Agents with Bounded Rationality.
Proceedings of the IJCAI 2013, 2013

Recognition of arm activities based on Hidden Markov Models for natural interaction with service robots.
Proceedings of the 16th International Conference on Advanced Robotics, 2013

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

A Hierarchical Model for Morphological Galaxy Classification.
Proceedings of the Twenty-Sixth International Florida Artificial Intelligence Research Society Conference, 2013

A Hybrid Global-Local Approach for Hierarchical Classification.
Proceedings of the Twenty-Sixth International Florida Artificial Intelligence Research Society Conference, 2013

A Transfer Learning Approach for Learning Temporal Nodes Bayesian Networks.
Proceedings of the Twenty-Sixth International Florida Artificial Intelligence Research Society Conference, 2013

Hierarchical Ray Tracing for Fast Volumetric Next-Best-View Planning.
Proceedings of the Tenth Conference on Computer and Robot Vision, 2013

Borrowing a Virtual Rehabilitation Tool for the Physical Activation and Cognitive Stimulation of Elders.
Proceedings of the Human Computer Interaction - 6th Latin American Conference, 2013

Improving Image Segmentation for Boosting Image Annotation with Irregular Pyramids.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2013

Modeling non-stationary opponents.
Proceedings of the International conference on Autonomous Agents and Multi-Agent Systems, 2013

2012
Survey on Understanding the Tutorial Actions based on Students' Affect.
Res. Comput. Sci., 2012

Document ranking refinement using a Markov random field model.
Nat. Lang. Eng., 2012

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

Special section - Uncertain reasoning FLAIRS 2010.
Int. J. Approx. Reason., 2012

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

A Bayesian approach for object classification based on clusters of SIFT local features.
Expert Syst. Appl., 2012

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

Contrasting Temporal Bayesian Network Models for Analyzing HIV Mutations.
Proceedings of the Ninth UAI Bayesian Modeling Applications Workshop, 2012

Probabilistic Graphical Models and Their Applications in Intelligent Environments.
Proceedings of the 2012 Eighth International Conference on Intelligent Environments, 2012

Unsupervised Learning of Visual Object Recognition Models.
Proceedings of the Advances in Artificial Intelligence - IBERAMIA 2012, 2012

Hierarchical Markov Random Fields with Irregular Pyramids for Improving Image Annotation.
Proceedings of the Advances in Artificial Intelligence - IBERAMIA 2012, 2012

IMTHAC: Artwork image recovery system.
Proceedings of the 2012 XXXVIII Conferencia Latinoamericana En Informatica (CLEI), 2012

2011
Special section - Uncertain reasoning track FLAIRS 2009.
Int. J. Approx. Reason., 2011

Using a Markov Random Field for Image Re-ranking Based on Visual and Textual Features.
Computación y Sistemas, 2011

An energy-based model for region-labeling.
Comput. Vis. Image Underst., 2011

Next-Best-View Planning for 3D Object Reconstruction under Positioning Error.
Proceedings of the Advances in Artificial Intelligence, 2011

Bayesian Chain Classifiers for Multidimensional Classification.
Proceedings of the IJCAI 2011, 2011

Learning Temporal Bayesian Networks for Power Plant Diagnosis.
Proceedings of the Modern Approaches in Applied Intelligence, 2011

A Two-Step Method to Learn Multidimensional Bayesian Network Classifiers Based on Mutual Information Measures.
Proceedings of the Twenty-Fourth International Florida Artificial Intelligence Research Society Conference, 2011

Learning Temporal Nodes Bayesian Networks.
Proceedings of the Twenty-Fourth International Florida Artificial Intelligence Research Society Conference, 2011

Towards a General Vision System Based on Symbol-Relation Grammars and Bayesian Networks.
Proceedings of the Artificial General Intelligence - 4th International Conference, 2011

2010
A Probabilistic Method for Ranking Refinement in Geographic Information Retrieval.
Proces. del Leng. Natural, 2010

Inductive transfer for learning Bayesian networks.
Mach. Learn., 2010

Evolutionary Learning of Dynamic Naive Bayesian Classifiers.
J. Autom. Reason., 2010

The segmented and annotated IAPR TC-12 benchmark.
Comput. Vis. Image Underst., 2010

Data fusion and label weighting for image retrieval based on spatio-conceptual information.
Proceedings of the Recherche d'Information Assistée par Ordinateur, 2010

Object Class Recognition Using SIFT and Bayesian Networks.
Proceedings of the Advances in Soft Computing, 2010

Automatic Image Annotation Using Multiple Grid Segmentation.
Proceedings of the Advances in Artificial Intelligence, 2010

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

A Visual Grammar for Face Detection.
Proceedings of the Advances in Artificial Intelligence, 2010

Evaluating an Affective Student Model for Intelligent Learning Environments.
Proceedings of the Advances in Artificial Intelligence, 2010

An Efficient Strategy for Fast Object Search Considering the Robot's Perceptual Limitations.
Proceedings of the Advances in Artificial Intelligence, 2010

Image Re-Ranking Based on Relevance Feedback Combining Internal and External Similarities.
Proceedings of the Twenty-Third International Florida Artificial Intelligence Research Society Conference, 2010

2009
Particle Swarm Model Selection.
J. Mach. Learn. Res., 2009

Desarrollo e Integración de un Modelo de Comportamiento Afectivo a un Sistema Tutor Inteligente.
Rev. Iberoam. de Tecnol. del Aprendiz., 2009

AsistO: A Qualitative MDP-based Recommender System for Power Plant Operation.
Computación y Sistemas, 2009

Gesture therapy: A clinical evaluation.
Proceedings of the 3rd International Conference on Pervasive Computing Technologies for Healthcare, 2009

Generating Explanations Based on Markov Decision Processes.
Proceedings of the MICAI 2009: Advances in Artificial Intelligence, 2009

View planning for 3D object reconstruction.
Proceedings of the 2009 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2009

Probabilistic view planner for 3D modelling indoor environments.
Proceedings of the 2009 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2009

Incorporating an Affective Behavior Model into an Educational Game.
Proceedings of the Twenty-Second International Florida Artificial Intelligence Research Society Conference, 2009

Special Track on Uncertain Reasoning.
Proceedings of the Twenty-Second International Florida Artificial Intelligence Research Society Conference, 2009

Expert Evaluation of Probabilistic Explanations.
Proceedings of the Explanation-aware Computing, 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

Executing concurrent actions with multiple Markov decision processes.
Proceedings of the IEEE Symposium on Adaptive Dynamic Programming and Reinforcement Learning, 2009

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

Building an Affective Model for Intelligent Tutoring Systems with Base on Teachers' Expertise.
Proceedings of the MICAI 2008: Advances in Artificial Intelligence, 2008

An Affective Behavior Model for Intelligent Tutors.
Proceedings of the Intelligent Tutoring Systems, 9th International Conference, 2008

Evaluating a Probabilistic Model for Affective Behavior in an Intelligent Tutoring System.
Proceedings of the 8th IEEE International Conference on Advanced Learning Technologies, 2008

Transfer Learning for Bayesian Networks.
Proceedings of the Advances in Artificial Intelligence, 2008

Learning Dynamic Naive Bayesian Classifiers.
Proceedings of the Twenty-First International Florida Artificial Intelligence Research Society Conference, 2008

Qualification of arm gestures using hidden Markov models.
Proceedings of the 8th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2008), 2008

Real-time face recognition for human-robot interaction.
Proceedings of the 8th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2008), 2008

Integrating Probabilistic and Knowledge-Based Systems for Explanation Generation.
Proceedings of the Explanation-aware Computing, 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

Gesture Therapy - A Low-Cost Vision-Based System for Rehabilitation after Stroke.
Proceedings of the First International Conference on Health Informatics, 2008

Gesture Therapy: A Vision-Based System for Arm Rehabilitation after Stroke.
Proceedings of the Biomedical Engineering Systems and Technologies, 2008

2007
A Semi-Open Learning Environment for Mobile Robotics.
Int. J. Online Eng., 2007

Comparison of Two Types of Event Bayesian Networks: A Case Study.
Appl. Artif. Intell., 2007

A Probabilistic Relational Student Model for Virtual Laboratories.
Proceedings of the User Modeling 2007, 11th International Conference, 2007

Markov Random Fields and Spatial Information to Improve Automatic Image Annotation.
Proceedings of the Advances in Image and Video Technology, Second Pacific Rim Symposium, 2007

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

An MDP Approach for Explanation Generation.
Proceedings of the Explanation-Aware Computing, 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

Automatic Image Annotation Using a Semi-supervised Ensemble of Classifiers.
Proceedings of the Progress in Pattern Recognition, 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
A Probabilistic Model for Information and Sensor Validation.
Comput. J., 2006

Abstraction and Refinement for Solving Continuous Markov Decision Processes.
Proceedings of the Third European Workshop on Probabilistic Graphical Models, 2006

Solving Hybrid Markov Decision Processes.
Proceedings of the MICAI 2006: Advances in Artificial Intelligence, 2006

Intelligent Environment for Training of Power Systems Operators.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2006

Diagnosis of a Cutting Tool in a Machining Center.
Proceedings of the International Joint Conference on Neural Networks, 2006

Learning an Optimal Naive Bayes Classifier.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Visual Recognition of Similar Gestures.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

An Intelligent Assistant for Training of Power Plant Operators.
Proceedings of the 6th IEEE International Conference on Advanced Learning Technologies, 2006

Bayesian Model Combination and Its Application to Cervical Cancer Detection.
Proceedings of the Advances in Artificial Intelligence, 2006

A Decision-Theoretic Video Conference System Based on Gesture Recognition.
Proceedings of the Seventh IEEE International Conference on Automatic Face and Gesture Recognition (FGR 2006), 2006

Context-Based Gesture Recognition.
Proceedings of the Progress in Pattern Recognition, 2006

2005
Temporal Bayesian Network of Events for Diagnosis and Prediction in Dynamic Domains.
Appl. Intell., 2005

User preferences for effective task completion while interacting with a robotic conversational animated face.
Proceedings of the IEEE International Workshop on Robot and Human Interactive Communication, 2005

A Semi-open Learning Environment for Virtual Laboratories.
Proceedings of the MICAI 2005: Advances in Artificial Intelligence, 2005

A Probabilistic Model of Affective Behavior for Intelligent Tutoring Systems.
Proceedings of the MICAI 2005: Advances in Artificial Intelligence, 2005

A Probabilistic Relational Student Model for Virtual Laboratories.
Proceedings of the Sixth Mexican International Conference on Computer Science (ENC 2005), 2005

Tool-Wear Monitoring Based on Continuous Hidden Markov Models.
Proceedings of the Progress in Pattern Recognition, 2005

2004
Power Plant Operator Assistant: An Industrial Application of Factored MDPs.
Proceedings of the MICAI 2004: Advances in Artificial Intelligence, 2004

Comparative Evaluation of Temporal Nodes Bayesian Networks and Networks of Probabilistic Events in Discrete Time.
Proceedings of the MICAI 2004: Advances in Artificial Intelligence, 2004

Clustering Gene Expression Data: An Experimental Analysis.
Proceedings of the 5th Mexican International Conference on Computer Science (ENC 2004), 2004

Feature Selection for Visual Gesture Recognition Using Hidden Markov Models.
Proceedings of the 5th Mexican International Conference on Computer Science (ENC 2004), 2004

A Graphical Model for Human Activity Recognition.
Proceedings of the Progress in Pattern Recognition, 2004

2003
Solving the Global Localization Problem for Indoor Mobile Robots.
Proceedings of the Progress in Pattern Recognition, 2003

2002
Dynamic Bayesian networks for visual recognition of dynamic gestures.
J. Intell. Fuzzy Syst., 2002

An Exploration Approach for Indoor Mobile Robots Reducing Odometric Errors.
Proceedings of the MICAI 2002: Advances in Artificial Intelligence, 2002

On Selecting an Appropriate Colour Space for Skin Detection.
Proceedings of the MICAI 2002: Advances in Artificial Intelligence, 2002

Navigation Advice from pq-Histograms.
Proceedings of the MICAI 2002: Advances in Artificial Intelligence, 2002

The pq-Histogram as a Navigation Clue.
Proceedings of the 2002 IEEE International Conference on Robotics and Automation, 2002

Continuous Activity Recognition with Missing Data.
Proceedings of the 16th International Conference on Pattern Recognition, 2002

Recognition of Continuous Activities.
Proceedings of the Advances in Artificial Intelligence, 2002

2001
Medical Diagnosis Using Temporal Probabilistic Networks.
Computación y Sistemas, 2001

An Hybrid Approach to Solve the Global Localization Problem For Indoor Mobile Robots Considering Sensorms Perceptual Limitations.
Proceedings of the Seventeenth International Joint Conference on Artificial Intelligence, 2001

A Methodology for Reliable Systems Design.
Proceedings of the Engineering of Intelligent Systems, 2001

An Exploration and Navigation Approach For Indoor Mobile Robots Considering Sensor's Perceptual Limitations.
Proceedings of the 2001 IEEE International Conference on Robotics and Automation, 2001

2000
Translation, rotation, and scale-invariant object recognition.
IEEE Trans. Syst. Man Cybern. Part C, 2000

A Robust Exploration and Navigation Approach for Indoor Mobile Robots Merging Local and Global Strategies.
Proceedings of the Advances in Artificial Intelligence, 2000

Learning Probabilistic Grid-Based Maps for Indoor Mobile Robots Using Ultrasonic and Laser Range Sensors.
Proceedings of the MICAI 2000: Advances in Artificial Intelligence, 2000

A Probabilistic Exemplar-Based Model for Case-Based Reasoning.
Proceedings of the MICAI 2000: Advances in Artificial Intelligence, 2000

Probabilistic Model-Based Diagnosis.
Proceedings of the MICAI 2000: Advances in Artificial Intelligence, 2000

EDAS - Event-Disturbance Analysis System for Fossil Power Plants Operation.
Proceedings of the MICAI 2000: Advances in Artificial Intelligence, 2000

Human Silhouette Recognition with Fourier Descriptors.
Proceedings of the 15th International Conference on Pattern Recognition, 2000

Probabilistic Estimation of Local Scale.
Proceedings of the 15th International Conference on Pattern Recognition, 2000

Integrating Bayesian Networks with Logic Programs for Music.
Proceedings of the 2000 International Computer Music Conference, 2000

1999
A Temporal Bayesian Network for Diagnosis and Prediction.
Proceedings of the UAI '99: Proceedings of the Fifteenth Conference on Uncertainty in Artificial Intelligence, Stockholm, Sweden, July 30, 1999

1998
Any Time Probabilistic Reasoning for Sensor Validation.
Proceedings of the UAI '98: Proceedings of the Fourteenth Conference on Uncertainty in Artificial Intelligence, 1998

Bayesian Networks for Reliability Analysis of Complex Systems.
Proceedings of the Progress in Artificial Intelligence, 1998

1997
Learning Structure from Data and Its Application to Ozone Prediction.
Appl. Intell., 1997

A Probabilistic Model for Case-Based Reasoning.
Proceedings of the Case-Based Reasoning Research and Development, 1997

A Layered, Any Time Approach to Sensor Validation.
Proceedings of the Qualitative and Quantitative Practical Reasoning, 1997

1996
A Probabilistic Model for Sensor Validation.
Proceedings of the UAI '96: Proceedings of the Twelfth Annual Conference on Uncertainty in Artificial Intelligence, 1996

1994
Probabilistic reasoning in high-level vision.
Image Vis. Comput., 1994

1993
Objective Probabilities in Expert Systems.
Artif. Intell., 1993

1992
Expressing Relational and Temporal Knowledge in Visual Probabilistic Networks.
Proceedings of the UAI '92: Proceedings of the Eighth Annual Conference on Uncertainty in Artificial Intelligence, 1992

1991
Handling Uncertainty in Knowledge-Based Computer Vision.
Proceedings of the Symbolic and Quantitative Approaches to Reasoning and Uncertainty, 1991

1990
Knowledge-based Assistant for Colonscopy.
Proceedings of the Third International Conference on Industrial and Engineering Applications of Artificial Intelligence and Expert Systems, IEA/AIE 1990, July 15-18, 1990, The Mills House Hotel, Charleston, SC, USA, 1990


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