David Camacho

Orcid: 0000-0002-5051-3475

Affiliations:
  • Universidad Politécnica de Madrid, Spain
  • Autonomous University of Madrid, Spain (former)


According to our database1, David Camacho authored at least 280 papers between 2001 and 2024.

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Bibliography

2024
Special issue on infodemics.
J. Ambient Intell. Humaniz. Comput., March, 2024

Generation and detection of manipulated multimodal audiovisual content: Advances, trends and open challenges.
Inf. Fusion, March, 2024

Real-Time Multi-Class Classification of Respiratory Diseases Through Dimensional Data Combinations.
Cogn. Comput., March, 2024

Cross-cultural contextualisation for recommender systems.
J. Ambient Intell. Humaniz. Comput., February, 2024

A new algorithm for communities detection in social networks with node attributes.
J. Ambient Intell. Humaniz. Comput., February, 2024

Social networks data analysis with semantics: application to the radicalization problem.
J. Ambient Intell. Humaniz. Comput., February, 2024

Spain on fire: A novel wildfire risk assessment model based on image satellite processing and atmospheric information.
Knowl. Based Syst., January, 2024

An Effective Networks Intrusion Detection Approach Based on Hybrid Harris Hawks and Multi-Layer Perceptron.
CoRR, 2024

Camouflage is all you need: Evaluating and Enhancing Language Model Robustness Against Camouflage Adversarial Attacks.
CoRR, 2024

2023
Testing the performance, adequacy, and applicability of an artificial intelligence model for pediatric pneumonia diagnosis.
Comput. Methods Programs Biomed., December, 2023

BERTuit: Understanding Spanish language in Twitter with transformers.
Expert Syst. J. Knowl. Eng., November, 2023

DeepVATS: Deep Visual Analytics for Time Series.
Knowl. Based Syst., October, 2023

Countering malicious content moderation evasion in online social networks: Simulation and detection of word camouflage.
Appl. Soft Comput., September, 2023

Deep learning for understanding multilabel imbalanced Chest X-ray datasets.
Future Gener. Comput. Syst., July, 2023

Evolving Generative Adversarial Networks to improve image steganography.
Expert Syst. Appl., July, 2023

A Mixed Approach for Aggressive Political Discourse Analysis on Twitter.
Cogn. Comput., March, 2023

Exploring Dimensionality Reduction Techniques in Multilingual Transformers.
Cogn. Comput., March, 2023

Guest Editorial: Scientific and Physics-Informed Machine Learning for Industrial Applications.
IEEE Trans. Ind. Informatics, 2023

A survey on extremism analysis using natural language processing: definitions, literature review, trends and challenges.
J. Ambient Intell. Humaniz. Comput., 2023

Self-supervised Machine Learning Based Approach to Orbit Modelling Applied to Space Traffic Management.
CoRR, 2023

Understanding writing style in social media with a supervised contrastively pre-trained transformer.
CoRR, 2023

Extending collaborative filtering recommendation using word embedding: A hybrid approach.
Concurr. Comput. Pract. Exp., 2023

Exploiting weighted association rule mining for indicating synergic formation tactics in soccer teams.
Concurr. Comput. Pract. Exp., 2023

Countering Malicious Content Moderation Evasion in Online Social Networks: Simulation and Detection of Word CamouflageS.
Proceedings of the Workshop on NLP applied to Misinformation co-located with 39th International Conference of the Spanish Society for Natural Language Processing (SEPLN 2023), 2023

Measuring the Relationship Between the Use of Typical Manosphere Discourse and the Engagement of a User with the Pick-Up Artist Community.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2023, 2023

Using Authorship Embeddings to Understand Writing Style in Social Media.
Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2023

2022
IoHT-based deep learning controlled robot vehicle for paralyzed patients of smart cities.
J. Supercomput., 2022

An Effective Approach for Rumor Detection of Arabic Tweets Using eXtreme Gradient Boosting Method.
ACM Trans. Asian Low Resour. Lang. Inf. Process., 2022

Recent advances on effective and efficient deep learning-based solutions.
Neural Comput. Appl., 2022

FacTeR-Check: Semi-automated fact-checking through semantic similarity and natural language inference.
Knowl. Based Syst., 2022

Fusing CNNs and statistical indicators to improve image classification.
Inf. Fusion, 2022

SILT: Efficient transformer training for inter-lingual inference.
Expert Syst. Appl., 2022

A new intrusion detection system based on Moth-Flame Optimizer algorithm.
Expert Syst. Appl., 2022

PART: Pre-trained Authorship Representation Transformer.
CoRR, 2022

BERTuit: Understanding Spanish language in Twitter through a native transformer.
CoRR, 2022

YoungRes: A Serious Game-Based Intervention to Increase Youngsters Resilience Against Extremist Ideologies.
IEEE Access, 2022

Addressing Evolutionary-Based Dynamic Problems: A New Methodology for Evaluating Immigrants Strategies in MOGAs.
IEEE Access, 2022

Android Malware Detection Through a Pre-trained Model for Code Understanding.
Proceedings of the International Conference on Ubiquitous Computing & Ambient Intelligence, 2022

AIDA-UPM at SemEval-2022 Task 5: Exploring Multimodal Late Information Fusion for Multimedia Automatic Misogyny Identification.
Proceedings of the 16th International Workshop on Semantic Evaluation, SemEval@NAACL 2022, 2022

Representational Learning for the Detection of COVID Related Conspiracy Spreaders in Online Platforms.
Proceedings of the Working Notes Proceedings of the MediaEval 2022 Workshop, 2022

Efficient Fake News Detection using Bagging Ensembles of Bidirectional Echo State Networks.
Proceedings of the International Joint Conference on Neural Networks, 2022

Generating Authorship Embeddings with Transformers.
Proceedings of the International Joint Conference on Neural Networks, 2022

Detection of False Information in Spanish Using Machine Learning Techniques.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2022, 2022

Predicting the effects of kinetic impactors on asteroid deflection using end-to-end deep learning.
Proceedings of the IEEE Congress on Evolutionary Computation, 2022

2021
Conformance Checking for Time-Series-Aware Processes.
IEEE Trans. Ind. Informatics, 2021

Adaptive Dendritic Cell-Deep Learning Approach for Industrial Prognosis Under Changing Conditions.
IEEE Trans. Ind. Informatics, 2021

Memetic coral reefs optimization algorithms for optimal geometrical design of submerged arches.
Swarm Evol. Comput., 2021

Supervised data transformation and dimensionality reduction with a 3-layer multi-layer perceptron for classification problems.
J. Ambient Intell. Humaniz. Comput., 2021

Artificial intelligence and healthcare: Forecasting of medical bookings through multi-source time-series fusion.
Inf. Fusion, 2021

Ensembles of Convolutional Neural Network models for pediatric pneumonia diagnosis.
Future Gener. Comput. Syst., 2021

A survey on extremism analysis using Natural Language Processing.
CoRR, 2021

SML: a new Semantic Embedding Alignment Transformer for efficient cross-lingual Natural Language Inference.
CoRR, 2021

Countering Misinformation Through Semantic-Aware Multilingual Models.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2021, 2021

Cooperative Negotiation in Connected Vehicles for Mitigating Traffic Congestion.
Proceedings of the Intelligent Distributed Computing XIV, 2021

Profiling Hate Speech Spreaders on Twitter: Transformers and mixed pooling.
Proceedings of the Working Notes of CLEF 2021 - Conference and Labs of the Evaluation Forum, Bucharest, Romania, September 21st - to, 2021

CIVIC-UPM at CheckThat! 2021: Integration of Transformers in Misinformation Detection and Topic Classification.
Proceedings of the Working Notes of CLEF 2021 - Conference and Labs of the Evaluation Forum, Bucharest, Romania, September 21st - to, 2021

2020
Evolving the Architecture and Hyperparameters of DNNs for Malware Detection.
Proceedings of the Deep Neural Evolution - Deep Learning with Evolutionary Computation, 2020

Improving Youngsters' Resilience Through Video Game-Based Interventions.
Vietnam. J. Comput. Sci., 2020

Privacy in Data Service Composition.
IEEE Trans. Serv. Comput., 2020

Analyzing the relationship between relevance and extremist discourse in an alt-right network on Twitter.
Soc. Netw. Anal. Min., 2020

Special issue on computational intelligence for social mining.
J. Ambient Intell. Humaniz. Comput., 2020

Marketing analysis of wineries using social collective behavior from users' temporal activity on Twitter.
Inf. Process. Manag., 2020

The four dimensions of social network analysis: An overview of research methods, applications, and software tools.
Inf. Fusion, 2020

A Multi-Objective Genetic Algorithm for detecting dynamic communities using a local search driven immigrant's scheme.
Future Gener. Comput. Syst., 2020

A revision on multi-criteria decision making methods for multi-UAV mission planning support.
Expert Syst. Appl., 2020

Special issue on "Machine Learning Challenges and Applications for Industry 4.0".
Expert Syst. J. Knowl. Eng., 2020

On the design of hybrid bio-inspired meta-heuristics for complex multiattribute vehicle routing problems.
Expert Syst. J. Knowl. Eng., 2020

Distributed artificial bee colony approach for connected appliances in smart home energy management system.
Expert Syst. J. Knowl. Eng., 2020

Fusion of CNNs and statistical indicators to improve image classification.
CoRR, 2020

sKPNSGA-II: Knee point based MOEA with self-adaptive angle for Mission Planning Problems.
CoRR, 2020

Deep learning for EEG data analytics: A survey.
Concurr. Comput. Pract. Exp., 2020

Community detection in networks using bio-inspired optimization: Latest developments, new results and perspectives with a selection of recent meta-heuristics.
Appl. Soft Comput., 2020

Optimising Convolutional Neural Networks using a Hybrid Statistically-driven Coral Reef Optimisation algorithm.
Appl. Soft Comput., 2020

A robust cyberattack detection approach using optimal features of SCADA power systems in smart grids.
Appl. Soft Comput., 2020

Discovering Synergic Association by Feature Clustering from Soccer Players.
Proceedings of the RACS '20: International Conference on Research in Adaptive and Convergent Systems, 2020

Exploring Multi-objective Cellular Genetic Algorithms in Community Detection Problems.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2020, 2020

Cloud Type Identification Using Data Fusion and Ensemble Learning.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2020, 2020

Finding Behavioural Patterns Among League of Legends Players Through Hidden Markov Models.
Proceedings of the Applications of Evolutionary Computation - 23rd European Conference, 2020

Fake News Detection Using Time Series and User Features Classification.
Proceedings of the Applications of Evolutionary Computation - 23rd European Conference, 2020

Diseño de un juego serio para la prevención de la polarización en menores(Designing a serious game for the prevention of polarization in minors).
Proceedings of the VI Congreso de la Sociedad Española para las Ciencias del Videojuego, 2020

Statistically-driven Coral Reef metaheuristic for automatic hyperparameter setting and architecture design of Convolutional Neural Networks.
Proceedings of the IEEE Congress on Evolutionary Computation, 2020

2019
Design of a Software System to Support Value Education in Sports Through Gamification Techniques.
Vietnam. J. Comput. Sci., 2019

Bio-inspired computation: Where we stand and what's next.
Swarm Evol. Comput., 2019

Weighted strategies to guide a multi-objective evolutionary algorithm for multi-UAV mission planning.
Swarm Evol. Comput., 2019

Constrained multi-objective optimization for multi-UAV planning.
J. Ambient Intell. Humaniz. Comput., 2019

Android malware detection through hybrid features fusion and ensemble classifiers: The AndroPyTool framework and the OmniDroid dataset.
Inf. Fusion, 2019

Statistical analysis of risk assessment factors and metrics to evaluate radicalisation in Twitter.
Future Gener. Comput. Syst., 2019

A taxonomy and state of the art revision on affective games.
Future Gener. Comput. Syst., 2019

An Ensemble Algorithm Based on Deep Learning for Tuberculosis Classification.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2019, 2019

Combining bio-inspired meta-heuristics and novelty search for community detection over evolving graph streams.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019

Describing Alt-Right Communities and Their Discourse on Twitter During the 2018 US Mid-term Elections.
Proceedings of the Complex Networks and Their Applications VIII, 2019

A Gamification approach for education on values: results from a pilot study.
Proceedings of the 3rd Workshop on Affective Computing and Context Awareness in Ambient Intelligence (AfCAI 2019), 2019

2018
Automatic Procedure Following Evaluation Using Petri Net-Based Workflows.
IEEE Trans. Ind. Informatics, 2018

Extending QGroundControl for Automated Mission Planning of UAVs.
Sensors, 2018

Consensual Negotiation-Based Decision Making for Connected Appliances in Smart Home Management Systems.
Sensors, 2018

EvoDeep: A new evolutionary approach for automatic Deep Neural Networks parametrisation.
J. Parallel Distributed Comput., 2018

A Multi-Objective Genetic Algorithm for overlapping community detection based on edge encoding.
Inf. Sci., 2018

Multiple classifiers in biometrics. Part 2: Trends and challenges.
Inf. Fusion, 2018

Multiple classifiers in biometrics. part 1: Fundamentals and review.
Inf. Fusion, 2018

From ephemeral computing to deep bioinspired algorithms: New trends and applications.
Future Gener. Comput. Syst., 2018

Bioinspired Algorithms in Complex Ephemeral Environments.
Future Gener. Comput. Syst., 2018

Expert systems: Special issue on "New trends and Innovations in Intelligent Distributed Computing".
Expert Syst. J. Knowl. Eng., 2018

CANDYMAN: Classifying Android malware families by modelling dynamic traces with Markov chains.
Eng. Appl. Artif. Intell., 2018

A discrete water cycle algorithm for solving the symmetric and asymmetric traveling salesman problem.
Appl. Soft Comput., 2018

An in-Depth Study of the Jisut Family of Android Ransomware.
IEEE Access, 2018

An Artificial Bee Colony Algorithm for Optimizing the Design of Sensor Networks.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2018, 2018

Community Detection in Weighted Directed Networks Using Nature-Inspired Heuristics.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2018, 2018

Design of Japanese Tree Frog Algorithm for Community Finding Problems.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2018, 2018

Ontology Uses for Radicalisation Detection on Social Networks.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2018, 2018

Towards Social Signal Separation Based on Reconstruction Independent Component Analysis.
Proceedings of the Internet and Distributed Computing Systems, 2018

A Genetic Algorithm with Local Search Based on Label Propagation for Detecting Dynamic Communities.
Proceedings of the Intelligent Distributed Computing XII, 2018

An Ontology-Based Approach for Mining Radicalization Indicators from Online Messages.
Proceedings of the 32nd IEEE International Conference on Advanced Information Networking and Applications, 2018

An Initial Study on Human Emotional States in Video Games.
Proceedings of the Workshop on Affective Computing and Context Awareness in Ambient Intelligence (AfCAI 2018), 2018

A Gamication Approach to Promote Sports Values.
Proceedings of the Workshop on Affective Computing and Context Awareness in Ambient Intelligence (AfCAI 2018), 2018

2017
Solving complex multi-UAV mission planning problems using multi-objective genetic algorithms.
Soft Comput., 2017

Optimizing satisfaction in a multi-courses allocation problem combined with a timetabling problem.
Soft Comput., 2017

MOCDroid: multi-objective evolutionary classifier for Android malware detection.
Soft Comput., 2017

Identifying and ranking cultural heritage resources on geotagged social media for smart cultural tourism services.
Pers. Ubiquitous Comput., 2017

Handling swarm of UAVs based on evolutionary multi-objective optimization.
Prog. Artif. Intell., 2017

Real-Time Traffic Flow Management Based on Inter-Object Communication: a Case Study at Intersection.
Mob. Networks Appl., 2017

A study on performance metrics and clustering methods for analyzing behavior in UAV operations.
J. Intell. Fuzzy Syst., 2017

Improving experimental methods on success rates in evolutionary computation.
J. Exp. Theor. Artif. Intell., 2017

Innovations and practical applications of intelligent systems in ambient intelligence and humanized computing.
J. Ambient Intell. Humaniz. Comput., 2017

Extending the SACOC algorithm through the Nyström method for dense manifold data analysis.
Int. J. Bio Inspired Comput., 2017

Solving strategy board games using a CSP-based ACO approach.
Int. J. Bio Inspired Comput., 2017

Detecting discussion communities on vaccination in twitter.
Future Gener. Comput. Syst., 2017

ACO-based clustering for Ego Network analysis.
Future Gener. Comput. Syst., 2017

Analysing temporal performance profiles of UAV operators using time series clustering.
Expert Syst. Appl., 2017

Game theoretic approach on Real-time decision making for IoT-based traffic light control.
Concurr. Comput. Pract. Exp., 2017

Modelling Behaviour in UAV Operations Using Higher Order Double Chain Markov Models.
IEEE Comput. Intell. Mag., 2017

GRSAT: A Novel Method on Group Recommendation by Social Affinity and Trustworthiness.
Cybern. Syst., 2017

Comparative study of pheromone control heuristics in ACO algorithms for solving RCPSP problems.
Appl. Soft Comput., 2017

Measuring the Radicalisation Risk in Social Networks.
IEEE Access, 2017

SocioScope: an Integrated Framework for Understanding Society from Social Data.
Proceedings of the Workshop and Poster Proceedings of the 7th Joint International Semantic Technology Conference co-located with the 7th Joint International Semantic Technology Conference (JIST 2017), 2017

Wind Power Production Forecasting Using Ant Colony Optimization and Extreme Learning Machines.
Proceedings of the Intelligent Distributed Computing XI - Proceedings of the 11th International Symposium on Intelligent Distributed Computing, 2017

Quantitative Analysis and Performance Study of Ant Colony Optimization Models Applied to Multi-mode Resource Constraint Project Scheduling Problems.
Proceedings of the Harmony Search Algorithm, 2017

A knee point based evolutionary multi-objective optimization for mission planning problems.
Proceedings of the Genetic and Evolutionary Computation Conference, 2017

Can an Automatic Tool Assess Risk of Radicalization Online? A Case Study on Facebook.
Proceedings of the European Intelligence and Security Informatics Conference, 2017

Extracting Radicalisation Behavioural Patterns from Social Network Data.
Proceedings of the 28th International Workshop on Database and Expert Systems Applications, 2017

An Initial Study on Radicalization Risk Factors: Towards an Assessment Software Tool.
Proceedings of the 28th International Workshop on Database and Expert Systems Applications, 2017

Procedural generation of balanced levels for a 3D paintball game.
Proceedings of the 4th Congreso de la Sociedad Española para las Ciencias del Videojuego, 2017

New Artificial Intelligence approaches for future UAV Ground Control Stations.
Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017

Evolving Deep Neural Networks architectures for Android malware classification.
Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017

2016
Application Areas of Ephemeral Computing: A Survey.
Trans. Comput. Collect. Intell., 2016

Medoid-based clustering using ant colony optimization.
Swarm Intell., 2016

Automatic profile generation for UAV operators using a simulation-based training environment.
Prog. Artif. Intell., 2016

Social big data: Recent achievements and new challenges.
Inf. Fusion, 2016

Guest Editorial: Social big data with information fusion.
Inf. Fusion, 2016

Intelligent Distributed Computing.
Concurr. Comput. Pract. Exp., 2016

Finding behavioral patterns of UAV operators using Multichannel Hidden Markov Models.
Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

MOGAMR: A Multi-Objective Genetic Algorithm for real-time Mission Replanning.
Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

ADROIT: Android malware detection using meta-information.
Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

Dynamic Traffic Light Control System Based on Process Synchronization Among Connected Vehicles.
Proceedings of the Ambient Intelligence - Software and Applications, 2016

String-based Malware Detection for Android Environments.
Proceedings of the Intelligent Distributed Computing X - Proceedings of the 10th International Symposium on Intelligent Distributed Computing, 2016

Desarrollo de una Plataforma Basada en Unity3D para la Aplicación de IA en Videojuegos.
Proceedings of the 3rd Congreso de la Sociedad Española para las Ciencias del Videojuego, 2016

Educapiz: Una Herramienta para Educación Primaria Basada en Serious Games.
Proceedings of the 3rd Congreso de la Sociedad Española para las Ciencias del Videojuego, 2016

A method for building predictive HSMMs in interactive environments.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016

Genetic boosting classification for malware detection.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016

Studying the Influence of Static API Calls for Hiding Malware.
Proceedings of the Advances in Artificial Intelligence, 2016

SAVE IT: Saving the Dream of a Grassroots Sport Based on Values.
Proceedings of the Workshop on Affective Computing and Context Awareness in Ambient Intelligence (AfCAI 2016), 2016

RiskTrack: A New Approach for Risk Assessment on Radicalisation Based on Social Media Data.
Proceedings of the Workshop on Affective Computing and Context Awareness in Ambient Intelligence (AfCAI 2016), 2016

2015
Simple Gamer Interaction Analysis through Tower Defence Games.
Proceedings of the New Trends in Computational Collective Intelligence, 2015

On the statistical distribution of the expected run-time in population-based search algorithms.
Soft Comput., 2015

Intelligent Distributed Processing Methods for Big Data.
J. Univers. Comput. Sci., 2015

A study on Koza's performance measures.
Genet. Program. Evolvable Mach., 2015

Acquisition of business intelligence from human experience in route planning.
Enterp. Inf. Syst., 2015

An Empirical Study on Collective Intelligence Algorithms for Video Games Problem-Solving.
Comput. Informatics, 2015

Constraint-based model design for timetabling problems in secondary schools.
Proceedings of the International Symposium on Innovations in Intelligent SysTems and Applications, 2015

Ephemeral Computing and Bioinspired Optimization.
Proceedings of the 7th International Joint Conference on Computational Intelligence (IJCCI 2015), 2015

Modeling the Behavior of Unskilled Users in a Multi-UAV Simulation Environment.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2015, 2015

GAMPP: Genetic Algorithm for UAV Mission Planning Problems.
Proceedings of the Intelligent Distributed Computing IX - Proceedings of the 9th International Symposium on Intelligent Distributed Computing, 2015

Optimizing Satisfaction in a Multi-courses Allocation Problem.
Proceedings of the Intelligent Distributed Computing IX - Proceedings of the 9th International Symposium on Intelligent Distributed Computing, 2015

User Profile Analysis for UAV Operators in a Simulation Environment.
Proceedings of the Computational Collective Intelligence - 7th International Conference, 2015

Performance Evaluation of Multi-UAV Cooperative Mission Planning Models.
Proceedings of the Computational Collective Intelligence - 7th International Conference, 2015

A Hybrid MOGA-CSP for Multi-UAV Mission Planning.
Proceedings of the Genetic and Evolutionary Computation Conference, 2015

MOGCLA: A Multi-Objective Genetic Clustering Algorithm for Large Data Analysis.
Proceedings of the Genetic and Evolutionary Computation Conference, 2015

Design and development of a lightweight multi-UAV simulator.
Proceedings of the 2nd IEEE International Conference on Cybernetics, 2015

Bio-inspired clustering: Basic features and future trends in the era of Big Data.
Proceedings of the 2nd IEEE International Conference on Cybernetics, 2015

A Summary of Player Assessment in a Multi-UAV Mission Planning Serious Game.
Proceedings of the Proceedings 2st Congreso de la Sociedad Española para las Ciencias del Videojuego, 2015

A multi-UAV Mission Planning videogame-based framework for player analysis.
Proceedings of the IEEE Congress on Evolutionary Computation, 2015

GANY: A genetic spectral-based Clustering algorithm for Large Data Analysis.
Proceedings of the IEEE Congress on Evolutionary Computation, 2015

Analyzing Planning and Monitoring Skills of Users in a Multi-UAV Simulation Environment.
Proceedings of the Advances in Artificial Intelligence, 2015

On the Applicability of Ant Colony Optimization to Non-Intrusive Load Monitoring in Smart Grids.
Proceedings of the Advances in Artificial Intelligence, 2015

2014
An Agent-Based Simulation of Christakis-Fowler Social Model.
Proceedings of the Recent Developments in Computational Collective Intelligence, 2014

Improving NCD accuracy by combining document segmentation and document distortion.
Knowl. Inf. Syst., 2014

A Genetic Graph-Based Approach for Partitional Clustering.
Int. J. Neural Syst., 2014

A genetic tango attack against the David-Prasad RFID ultra-lightweight authentication protocol.
Expert Syst. J. Knowl. Eng., 2014

Behaviour-based identification of student communities in virtual worlds.
Comput. Sci. Inf. Syst., 2014

A simple CSP-based model for Unmanned Air Vehicle Mission Planning.
Proceedings of the 2014 IEEE International Symposium on Innovations in Intelligent Systems and Applications, 2014

A Multi-Objective Graph-based Genetic Algorithm for image segmentation.
Proceedings of the 2014 IEEE International Symposium on Innovations in Intelligent Systems and Applications, 2014

On Interlinking Linked Data Sources by Using Ontology Matching Techniques and the Map-Reduce Framework.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2014, 2014

Branching to Find Feasible Solutions in Unmanned Air Vehicle Mission Planning.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2014, 2014

TweetSemMiner: A Meta-Topic Identification Model for Twitter Using Semantic Analysis.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2014, 2014

Online Gamers Classification Using K-means.
Proceedings of the Intelligent Distributed Computing VIII, 2014

A Survey of Social Web Mining Applications for Disease Outbreak Detection.
Proceedings of the Intelligent Distributed Computing VIII, 2014

Mixed Clustering Methods to Forecast Baseball Trends.
Proceedings of the Intelligent Distributed Computing VIII, 2014

SACOC: A Spectral-Based ACO Clustering Algorithm.
Proceedings of the Intelligent Distributed Computing VIII, 2014

Combining Time Series and Clustering to Extract Gamer Profile Evolution.
Proceedings of the Computational Collective Intelligence. Technologies and Applications, 2014

Micro and Macro Lemmings Simulations Based on Ants Colonies.
Proceedings of the Applications of Evolutionary Computation - 17th European Conference, 2014

Combinando series temporales y clustering para extraer perfiles evolutivos de jugadores.
Proceedings of the Proceedings 1st Congreso de la Sociedad Española para las Ciencias del Videojuego, 2014

Evaluación de modelos de jugadores mediante técnicas de clustering.
Proceedings of the Proceedings 1st Congreso de la Sociedad Española para las Ciencias del Videojuego, 2014

Evolutionary clustering algorithm for community detection using graph-based information.
Proceedings of the IEEE Congress on Evolutionary Computation, 2014

Combining graph connectivity and genetic clustering to improve biomedical summarization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2014

A Co-Evolutionary Multi-Objective approach for a K-adaptive graph-based clustering algorithm.
Proceedings of the IEEE Congress on Evolutionary Computation, 2014

A new CSP graph-based representation to resource-constrained project scheduling problem.
Proceedings of the IEEE Congress on Evolutionary Computation, 2014

MACOC: A Medoid-Based ACO Clustering Algorithm.
Proceedings of the Swarm Intelligence - 9th International Conference, 2014

2013
Extracting behavioural models from 2010 FIFA world cup.
J. Syst. Sci. Complex., 2013

Game-like language learning in 3-D virtual environments.
Comput. Educ., 2013

Comparative study of text clustering techniques in virtual worlds.
Proceedings of the 3rd International Conference on Web Intelligence, Mining and Semantics, 2013

A genetic graph-based clustering approach to biomedical summarization.
Proceedings of the 3rd International Conference on Web Intelligence, Mining and Semantics, 2013

Fuzzy Clustering with Grouping Genetic Algorithms.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2013, 2013

Environmental Influence in Bio-inspired Game Level Solver Algorithms.
Proceedings of the Intelligent Distributed Computing VII, 2013

Extracting Collective Trends from Twitter Using Social-Based Data Mining.
Proceedings of the Computational Collective Intelligence. Technologies and Applications, 2013

A Multi-Objective Genetic Graph-Based Clustering algorithm with memory optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2013

A new CSP graph-based representation for Ant Colony Optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2013

Effects of the lack of selective pressure on the expected run-time distribution in genetic programming.
Proceedings of the IEEE Congress on Evolutionary Computation, 2013

2012
Adaptive k-Means Algorithm for Overlapped Graph Clustering.
Int. J. Neural Syst., 2012

Is the contextual information relevant in text clustering by compression?
Expert Syst. Appl., 2012

Adapting Searchy to extract data using evolved wrappers.
Expert Syst. Appl., 2012

Communication by identity discrimination in bio-inspired multi-agent systems.
Concurr. Comput. Pract. Exp., 2012

Clustering avatars behaviours from virtual worlds interactions.
Proceedings of the International Workshop on Web Intelligence & Communities, 2012

Features selection from high-dimensional web data using clustering analysis.
Proceedings of the 2nd International Conference on Web Intelligence, Mining and Semantics, 2012

A Genetic Graph-Based Clustering Algorithm.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2012, 2012

Maximal Component Detection in Graphs Using Swarm-Based and Genetic Algorithms.
Proceedings of the Intelligent Distributed Computing VI - Proceedings of the 6th International Symposium on Intelligent Distributed Computing, 2012

2011
Reducing the Loss of Information through Annealing Text Distortion.
IEEE Trans. Knowl. Data Eng., 2011

A study on the impact of crowd-based voting schemes in the 'Eurovision' European contest.
Proceedings of the International Conference on Web Intelligence, Mining and Semantics, 2011

Experiences using social networks in Spanish public administrations.
Proceedings of the International Conference on Web Intelligence, Mining and Semantics, 2011

Using the Clustering Coefficient to Guide a Genetic-Based Communities Finding Algorithm.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2011, 2011

Human Drivers Knowledge Integration in a Logistics Decision Support Tool.
Proceedings of the Intelligent Distributed Computing V - Proceedings of the 5th International Symposium on Intelligent Distributed Computing - IDC 2011, Delft, The Netherlands, 2011

A Swarm Simulation Platform for Agent-Based Social Simulations.
Proceedings of the Intelligent Distributed Computing V - Proceedings of the 5th International Symposium on Intelligent Distributed Computing - IDC 2011, Delft, The Netherlands, 2011

A Multi-Agent Simulation Platform Applied to the Study of Urban Traffic Lights.
Proceedings of the ICSOFT 2011, 2011

Predicting Performance in Team Games - The Automatic Coach.
Proceedings of the ICAART 2011 - Proceedings of the 3rd International Conference on Agents and Artificial Intelligence, Volume 1, 2011

A Multi-agent Traffic Simulation Framework for Evaluating the Impact of Traffic Lights.
Proceedings of the ICAART 2011 - Proceedings of the 3rd International Conference on Agents and Artificial Intelligence, Volume 2, 2011

Statistical Distribution of Generation-to-Success in GP: Application to Model Accumulated Success Probability.
Proceedings of the Genetic Programming - 14th European Conference, 2011

Analysis of grammatical evolutionary approaches to regular expression induction.
Proceedings of the IEEE Congress on Evolutionary Computation, 2011

An empirical study on the accuracy of computational effort in Genetic Programming.
Proceedings of the IEEE Congress on Evolutionary Computation, 2011

2010
A contribution-based framework for the creation of semantically-enabled web applications.
Inf. Sci., 2010

A Tool Suite to Enable Web Designers, Web Application Developers and End-users to Handle Semantic Data1.
Int. J. Semantic Web Inf. Syst., 2010

Distributed parameter tuning for genetic algorithms.
Comput. Sci. Inf. Syst., 2010

A Decision Support System for Logistics Operations.
Proceedings of the Soft Computing Models in Industrial and Environmental Applications, 2010

A Case Study on Grammatical-Based Representation for Regular Expression Evolution.
Proceedings of the Trends in Practical Applications of Agents and Multiagent Systems, 2010

Variable Length-Based Genetic Representation to Automatically Evolve Wrappers.
Proceedings of the Trends in Practical Applications of Agents and Multiagent Systems, 2010

Using virtual worlds for behaviour clustering-based analysis.
Proceedings of the 2010 ACM Workshop on Surreal Media and Virtual Cloning, 2010

Relevance of Contextual Information in Compression-Based Text Clustering.
Proceedings of the Intelligent Data Engineering and Automated Learning, 2010

Optimal Message Interchange in a Self-organizing Multi-agent System.
Proceedings of the Intelligent Distributed Computing IV - Proceedings of the 4th International Symposium on Intelligent Distributed Computing, 2010

Confidence intervals of success rates in evolutionary computation.
Proceedings of the Genetic and Evolutionary Computation Conference, 2010

Influence of music representation on compression-based clustering.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010

2009
Programming Robosoccer agents by modeling human behavior.
Expert Syst. Appl., 2009

Corrigendum "Programming Robosoccer agents by modeling human behavior" [Experts Systems with Applications 36 (2P1) (2009) 1850-1859].
Expert Syst. Appl., 2009

VPOET Templates to Handle the Presentation of Semantic Data Sources in Wikis.
Proceedings of the 4th Semantic Wiki Workshop (SemWiki 2009) at the 6th European Semantic Web Conference (ESWC 2009), 2009

Using Preferences to Solve Student-Class Allocation Problem.
Proceedings of the Intelligent Data Engineering and Automated Learning, 2009

A Framework for Agent-Based Evaluation of Genetic Algorithms.
Proceedings of the Intelligent Distributed Computing III, Proceedings of the 3rd International Symposium on Intelligent Distributed Computing, 2009

Allocating Educational Resources through Happiness Maximization and Traditional CSP Approach.
Proceedings of the ICSOFT 2009, 2009

Educational Resource Scheduling Based on Socio-inspired Agents.
Proceedings of the Software and Data Technologies - 4th International Conference, 2009

Macros vs. Scripting in VPOET.
Proceedings of the Fifth Workshop on Scripting and Development for the Semantic Web , 2009

Personalized Handling of Semantic Data with MIG.
Proceedings of the Database and Expert Systems Applications, 2009

Automatic Web Data Extraction Based on Genetic Algorithms and Regular Expressions.
Proceedings of the Data Mining and Multi-agent Integration, 2009

2008
A plan-based tool for automatic eLearning courses redesign.
Int. J. Comput. Sci. Appl., 2008

Contextual information retrieval based on algorithmic information theory and statistical outlier detection.
Proceedings of the 2008 IEEE Information Theory Workshop, 2008

VPOET: Using a Distributed Collaborative Platform for Semantic Web Applications.
Proceedings of the Intelligent Distributed Computing, Systems and Applications, Proceedings of the 2nd International Symposium on Intelligent Distributed Computing, 2008

Evaluating the Impact of Information Distortion on Normalized Compression Distance.
Proceedings of the Coding Theory and Applications, Second International Castle Meeting, 2008

2007
Towards an automatic monitoring for higher education Learning Design.
Int. J. Metadata Semant. Ontologies, 2007

DynJAQ: An adaptive and flexible dynamic FAQ system.
Int. J. Intell. Syst., 2007

Evaluating the Impact of Information Distortion on Normalized Compression Distance-driven Text Clustering
CoRR, 2007

CAMOU: A Simple Integrated eLearning and Planning Techniques Tool.
Proceedings of the CONTEXT 2007 Workshop on Representation Models and Techniques for Improving E-Learning ReTIeL 2007, 2007

2006
Roboskeleton: An architecture for coordinating robot soccer agents.
Eng. Appl. Artif. Intell., 2006

Multi-agent plan based information gathering.
Appl. Intell., 2006

2005
A Multi-Agent architecture for intelligent gathering systems.
AI Commun., 2005

Software and Performance Measures for Evaluating Multi-Agent Frameworks.
Appl. Artif. Intell., 2005

2004
The Effects of Transfer of Global Improvements in Genetic Programming.
Comput. Artif. Intell., 2004

Using Hierarchical Knowledge Structures to Implement Dynamic FAQ Systems.
Proceedings of the Practical Aspects of Knowledge Management, 5th International Conference, 2004

2003
Thesis: Coordination of planning agents to solve problems in the Web.
AI Commun., 2003

Semi-Automatic Parsing for Web Knowledge Extraction.
Proceedings of the 21st IASTED International Multi-Conference on Applied Informatics (AI 2003), 2003

2002
A knowledge-based approach for business process reengineering, SHAMASH.
Knowl. Based Syst., 2002

Solving Travel Problems by Integrating WEB Information with Planning.
Proceedings of the Foundations of Intelligent Systems, 13th International Symposium, 2002

2001
Experimentacion en Programacion Genetica Multinivel.
Inteligencia Artif., 2001

Intelligent Travel Planning: A MultiAgent Planning System to Solve Web Problems in the e-Tourism Domain.
Auton. Agents Multi Agent Syst., 2001

Information classification using fuzzy knowledge based agents.
Proceedings of the IEEE International Conference on Systems, 2001

Abstract planning in dynamic environments.
Proceedings of the IEEE International Conference on Systems, 2001

SHAMASH: An AI Tool for Modeling and Optimizing Business Processes.
Proceedings of the 13th IEEE International Conference on Tools with Artificial Intelligence, 2001


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