José Antonio Becerra

Orcid: 0000-0002-3259-3416

Affiliations:
  • University of A Coruña, Spain


According to our database1, José Antonio Becerra authored at least 71 papers between 1999 and 2024.

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

Timeline

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Bibliography

2024
Autonomous Perceptual Categorization for Robotic Lifelong Learning in Dynamic Domains.
Proceedings of the International Joint Conference on Neural Networks, 2024

2023
Towards Efficient Knowledge Reuse for Open-ended Learning in Real Robots through Motivation.
Proceedings of the International Joint Conference on Neural Networks, 2023

2022
Assistant Robot for Gait Rehabilitation in People with Disability.
Proceedings of V XoveTIC Conference, 2022

An Approach to 3D Object Detection in Real-Time for Cognitive Robotics Experiments.
Proceedings of the ROBOT 2022: Fifth Iberian Robotics Conference, 2022

2021
Motivational engine and long-term memory coupling within a cognitive architecture for lifelong open-ended learning.
Neurocomputing, 2021

Learning by Doing in Higher Education: An Experience to Increase Self-learning and Motivation in First Courses.
Proceedings of the 14th International Conference on Computational Intelligence in Security for Information Systems and 12th International Conference on European Transnational Educational (CISIS 2021 and ICEUTE 2021), 2021

2020
Motivation as a tool for designing lifelong learning robots.
Integr. Comput. Aided Eng., 2020

2019
Perceptual Generalization and Context in a Network Memory Inspired Long-Term Memory for Artificial Cognition.
Int. J. Neural Syst., 2019

Producing Parameterized Value Functions Through Modulation for Cognitive Developmental Robots.
Proceedings of the Robot 2019: Fourth Iberian Robotics Conference, 2019

Deep Learning application to learn models in Cognitive Robotics.
Proceedings of the IEEE International Work Conference on Bioinspired Intelligence, 2019

Bootstrapping Autonomous Skill Learning in the MDB Cognitive Architecture.
Proceedings of the Understanding the Brain Function and Emotions, 2019

Modulation Based Transfer Learning of Motivational Cues in Developmental Robotics.
Proceedings of the International Joint Conference on Neural Networks, 2019

2018
A Dreaming Approach to Perceptual Class Delimitation Within the DREAM Architecture.
Proceedings of the IEEE International Work Conference on Bioinspired Intelligence, 2018

A Redescriptive Approach to Autonomous Perceptual Classification in Robotic Cognitive Architectures.
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

2017
Multilevel Darwinist Brain: Context Nodes in a Network Memory Inspired Long Term Memory.
Proceedings of the Natural and Artificial Computation for Biomedicine and Neuroscience, 2017

Context nodes in the operation of a long term memory structure for an evolutionary cognitive architecture.
Proceedings of the Genetic and Evolutionary Computation Conference, 2017

2016
A Framework for the Development of Context-Adaptable User Interfaces for Ubiquitous Computing Systems.
Sensors, 2016

Considering Memory Networks in the LTM Structure of the Multilevel Darwinist Brain.
Proceedings of the Genetic and Evolutionary Computation Conference, 2016

2015
Autonomous Evaluation of Interaction Resource Adequateness for Ambient Intelligence Scenarios.
Proceedings of the Ubiquitous Computing and Ambient Intelligence. Sensing, Processing, and Using Environmental Information, 2015

Improving the Portability of Ambient Intelligence Systems.
Proceedings of the Ambient Assisted Living. ICT-Based Solutions in Real Life Situations, 2015

2014
A Role for Sleep in Artificial Cognition through Deferred Restructuring of Experience in Autonomous Machines.
Proceedings of the From Animals to Animats 13, 2014

Prototyping Distributed Physical User Interfaces in Ambient Intelligence Setups.
Proceedings of the Distributed, Ambient, and Pervasive Interactions, 2014

2013
Towards ubiquity in ambient intelligence: User-guided component mobility in the HI<sup>3</sup> architecture.
Sci. Comput. Program., 2013

Using classifiers as heuristics to describe local structure in Active Shape Models with small training sets.
Pattern Recognit. Lett., 2013

Evolutionary algorithm characterization in real parameter optimization problems.
Appl. Soft Comput., 2013

Decoupled Distributed User Interface Development Framework for Ambient Intelligence Systems.
Proceedings of the Distributed User Interfaces: Models, Methods and Tools, 2013

Computational Intelligence based construction of a Body Condition Assessment system for cattle.
Proceedings of the IEEE International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications, 2013

2012
Dandelion: Decoupled Distributed User Interfaces in the HI3 Ambient Intelligence Platform.
Proceedings of the Ubiquitous Computing and Ambient Intelligence, 2012

Towards Automatic Estimation of the Body Condition Score of Dairy Cattle Using Hand-held Images and Active Shape Models.
Proceedings of the Advances in Knowledge-Based and Intelligent Information and Engineering Systems, 2012

DAAF: A Device Abstraction and Aggregation Framework for Smart Environments.
Proceedings of the Sixth International Conference on Innovative Mobile and Internet Services in Ubiquitous Computing, 2012

Experimental analysis of the relevance of fitness landscape topographical characterization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2012

2011
UniDA: Uniform Device Access Framework for Human Interaction Environments.
Sensors, 2011

Towards real-time hyperspectral image processing, a GP-GPU implementation of target identification.
Proceedings of the IEEE 6th International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications, 2011

Evolutionary Procedure for the Progressive Design of Controllers for Collective Behaviors.
Proceedings of the Hybrid Artificial Intelligent Systems - 6th International Conference, 2011

Are evolutionary algorithm competitions characterizing landscapes appropriately.
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011

2010
Open-ended evolution as a means to self-organize heterogeneous multi-robot systems in real time.
Robotics Auton. Syst., 2010

Self-organizing Robot Teams Using Asynchronous Situated Co-evolution.
Proceedings of the From Animals to Animats 11, 2010

Some Issues and Extensions of JADE to Cope with Multi-agent Operation in the Context of Ambient Intelligence.
Proceedings of the Trends in Practical Applications of Agents and Multiagent Systems, 2010

Real-Valued Multimodal Fitness Landscape Characterization for Evolution.
Proceedings of the Neural Information Processing. Theory and Algorithms, 2010

JEAF: A Java Evolutionary Algorithm Framework.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010

2009
Evolutionary Robotics.
Proceedings of the Encyclopedia of Artificial Intelligence (3 Volumes), 2009

Using promoters and functional introns in genetic algorithms for neuroevolutionary learning in non-stationary problems.
Neurocomputing, 2009

2008
Improving Performance in HPC Centers by Modeling Users Through an Evolutionary Virtual Interface.
IEEE Trans. Instrum. Meas., 2008

Internal and External Memory in Neuroevolution for Learning in Non-stationary Problems.
Proceedings of the From Animals to Animats 10, 2008

Using Spiking Neural Networks for the Generation of Coordinated Action Sequences in Robots.
Proceedings of the Advances in Neuro-Information Processing, 15th International Conference, 2008

Application domain study of evolutionary algorithms in optimization problems.
Proceedings of the Genetic and Evolutionary Computation Conference, 2008

2007
Incremental Evolution of Stigmergy-Based Multi Robot Controllers Through Utility Functions.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2007

Evolutionary Tool for the Incremental Design of Controllers for Collective Behaviors.
Proceedings of the Bio-inspired Modeling of Cognitive Tasks, 2007

Exploring Macroevolutionary Algorithms: Some Extensions and Improvements.
Proceedings of the Computational and Ambient Intelligence, 2007

2006
Intelligent Virtual Interface for Improving Performance in HPC Centers by Modelling Users and their Satisfaction.
Proceedings of the IEEE International Conference on Virtual Environments, 2006

Some experimental results with a two level memory management system in the multilevel darwinist brain.
Proceedings of the 14th European Symposium on Artificial Neural Networks, 2006

Construction of a memory management system in an on-line learning mechanism.
Proceedings of the 14th European Symposium on Artificial Neural Networks, 2006

Parallel Job Scheduling through Evolutionary Based Cognitive Strategies.
Proceedings of the IEEE International Conference on Evolutionary Computation, 2006

2005
A Profiling Based Intelligent Resource Allocation System.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2005

Induced Behavior in a Real Agent Using the Multilevel Darwinist Brain.
Proceedings of the Artificial Intelligence and Knowledge Engineering Applications: A Bioinspired Approach: First International Work-Conference on the Interplay Between Natural and Artificial Computation, 2005

Neural Clustering Analysis of Macroevolutionary and Genetic Algorithms in the Evolution of Robot Controllers.
Proceedings of the Artificial Intelligence and Knowledge Engineering Applications: A Bioinspired Approach: First International Work-Conference on the Interplay Between Natural and Artificial Computation, 2005

Evolution of Cooperating ANNs Through Functional Phenotypic Affinity.
Proceedings of the Computational Intelligence and Bioinspired Systems, 2005

Complex Behaviours Through Modulation in Autonomous Robot Control.
Proceedings of the Computational Intelligence and Bioinspired Systems, 2005

2003
Multimodule Artificial Neural Network Architectures for Autonomous Robot Control Through Behavior Modulation.
Proceedings of the Artificial Neural Nets Problem Solving Methods, 2003

Infrared Sensor Data Correction for Local Area Map Construction by a Mobile Robot.
Proceedings of the Developments in Applied Artificial Intelligence, 2003

2002
Managing Distributed Resources in the SVG Project.
Proceedings of the 10th Euromicro Workshop on Parallel, 2002

Sampled Fitness Functions in Complex Problems (Part II): Critical Points and Constructing Short Term Memories.
Proceedings of the 6th Joint Conference on Information Science, 2002

Sampled Fitness Functions in Complex Problems (Part 1): Influence of Short Term Memory Size.
Proceedings of the 6th Joint Conference on Information Science, 2002

MA vs. GA in Low Population Evolutionary Processes with Mostly Flat Fitness Landscapes.
Proceedings of the 6th Joint Conference on Information Science, 2002

Self Pruning Gaussian Synapse Networks for Behavior Based Robots.
Proceedings of the Artificial Neural Networks, 2002

2001
Behavior reuse and virtual sensors in the evolution of complex behavior architectures.
Theory Biosci., 2001

Considerations in the application of evolution to the generation of robot controllers.
Inf. Sci., 2001

2000
Applying Synaptic Delays for Virtual Sensing and Actuation in Mobile Robots.
Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, 2000

Using higher order synapses and nodes to improve sensing capabilities of mobile robots.
Proceedings of the 8th European Symposium on Artificial Neural Networks, 2000

1999
Using Temporal Information in ANNs for the Implementation of Autonomous Robot Controllers.
Proceedings of the Engineering Applications of Bio-Inspired Artificial Neural Networks, 1999

Progressive Construction of Compound Behavior Controllers for Autonomous Robots Using Temporal Information.
Proceedings of the Advances in Artificial Life, 5th European Conference, 1999


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