All Stories

  1. Dynamic roles in AgentSpeak

    Article • Intelligent Systems with Applications, September 2026, Elsevier

    Dr Carlos Carrascosa

  2. Royal FLush: A MAS-Based Platform for Decentralized Federated Learning Based on SPADE Agents

    Article • November 2025, Springer Science + Business Media

    Dr Carlos Carrascosa

  3. Heterogeneous Communication in Decentralized Federated Learning

    Article • November 2025, Springer Science + Business Media

    Dr Carlos Carrascosa

  4. Adaptive Smart Areas: Tailoring Technology for the Development of Intelligent Rural Solutions

    Article • January 2025, Springer Science + Business Media

    Dr Carlos Carrascosa

  5. Introducing Coalitions to Improve the Performance of Federated Learning Consensus-Based Algorithms

    Article • January 2025, Springer Science + Business Media

    Dr Carlos Carrascosa

  6. Towards a Low-Rank Approach to Compress Deep Neural Networks

    Article • January 2025, Springer Science + Business Media

    Dr Carlos Carrascosa

  7. Demo of the Agri-RO5 Architecture for Agrirobot Fleet Simulation

    Article • November 2024, Springer Science + Business Media

    Dr Carlos Carrascosa

  8. Comparative Study of Federated Learning Algorithms Based on SPADE Agents

    Article • November 2024, Springer Science + Business Media

    Dr Carlos Carrascosa

  9. Multilayered Asynchronous Consensus-Based Federated Learning (MACoFL)

    Article • November 2024, Springer Science + Business Media

    Dr Carlos Carrascosa

  10. Asynchronous consensus for multi-agent systems and its application to Federated Learning

    Article • Engineering Applications of Artificial Intelligence, September 2024, Elsevier

    Dr Carlos Carrascosa

  11. Exploring Federated Learning Tendencies Using a Semantic Keyword Clustering Approach

    Article • Information, June 2024, MDPI AG

    Dr Carlos Carrascosa

  12. Extending the Framework for Developing Intelligent Virtual Environments (FIVE) with Artifacts for Modeling Internet of Things Devices and a New Decentralized Federated Learning Based on Consensus for Dynamic Networks

    Article • Sensors, February 2024, MDPI AG

    Dr Carlos Carrascosa

  13. Towards Agrirobot Digital Twins: Agri-RO5—A Multi-Agent Architecture for Dynamic Fleet Simulation

    Article • Electronics, December 2023, MDPI AG

    Dr Carlos Carrascosa

  14. AI-supported Digital Twins in applications related to sustainable development goals

    Article • The International FLAIRS Conference Proceedings, May 2023, University of Florida George A Smathers Libraries

    Dr Carlos Carrascosa

  15. Robust Multi-Sensor Consensus Plant Disease Detection Using the Choquet Integral

    Article • Sensors, February 2023, MDPI AG

    Dr Carlos Carrascosa

  16. Flexible Agent Architecture: Mixing Reactive and Deliberative Behaviors in SPADE

    Article • Electronics, January 2023, MDPI AG

    Dr Carlos Carrascosa

  17. GTG-CoL: A New Decentralized Federated Learning Based on Consensus for Dynamic Networks

    Article • January 2023, Springer Science + Business Media

    Dr Carlos Carrascosa

  18. Pre-processing Techniques and Model Aggregation for Plant Disease Prevention

    Article • January 2023, Springer Science + Business Media

    Dr Carlos Carrascosa

  19. FLaMAS: Federated Learning Based on a SPADE MAS

    Article • Applied Sciences, April 2022, MDPI AG

    Dr Carlos Carrascosa

  20. Developing IoT Artifacts in a MAS Platform

    Article • Electronics, February 2022, MDPI AG

    Dr Carlos Carrascosa

  21. A Physical Cognitive Assistant for Monitoring Hand Gestures Exercises

    Article • January 2022, Springer Science + Business Media

    Dr Carlos Carrascosa

  22. Towards a Low-Cost Companion Robot for Helping Elderly Well-Being

    Article • January 2022, Springer Science + Business Media

    Dr Carlos Carrascosa

  23. An agent-based simulation framework for the study of urban delivery

    Article • Neurocomputing, January 2021, Elsevier

    Dr Carlos Carrascosa

  24. An IoT and Fog Computing-Based Monitoring System for Cardiovascular Patients with Automatic ECG Classification Using Deep Neural Networks

    Article • Sensors, December 2020, MDPI AG

    Dr Carlos Carrascosa

  25. A Low-Cost Cognitive Assistant

    Article • Electronics, February 2020, MDPI AG

    Dr Carlos Carrascosa

  26. ME3CA: A Cognitive Assistant for Physical Exercises that Monitors Emotions and the Environment

    Article • Sensors, February 2020, MDPI AG

    Dr Carlos Carrascosa

  27. SPADE 3: Supporting the New Generation of Multi-Agent Systems

    Article • IEEE Access, January 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Carlos Carrascosa

  28. EMERALD—Exercise Monitoring Emotional Assistant

    Article • Sensors, April 2019, MDPI AG

    Dr Carlos Carrascosa

  29. Improving the programming skills of students in multiagent systems master courses

    Article • Computer Applications in Engineering Education, March 2019, Wiley

    Dr Carlos Carrascosa

  30. Distributed Group Analytical Hierarchical Process by Consensus

    Article • January 2019, Springer Science + Business Media

    Dr Carlos Carrascosa

  31. Towards a Robotic Personal Trainer for the Elderly

    Article • January 2019, Springer Science + Business Media

    Dr Carlos Carrascosa

  32. A Crowdsourcing Approach for Sustainable Last Mile Delivery

    Article • Sustainability, December 2018, MDPI AG

    Vicent Botti, Dr Carlos Carrascosa

  33. MAMbO5: a new ontology approach for modelling and managing intelligent virtual environments based on multi-agent systems

    Article • Journal of Ambient Intelligence and Humanized Computing, October 2018, Springer Science + Business Media

    Dr Carlos Carrascosa

  34. Detecting emotions through non-invasive wearables

    Article • Logic Journal of IGPL, September 2018, Oxford University Press (OUP)

    Dr Carlos Carrascosa

  35. A new emotional robot assistant that facilitates human interaction and persuasion

    Article • Knowledge and Information Systems, June 2018, Springer Science + Business Media

    Dr Carlos Carrascosa

  36. Emotions detection on an ambient intelligent system using wearable devices

    Article • Future Generation Computer Systems, April 2018, Elsevier

    Dr Carlos Carrascosa

  37. Intelligent Wristbands for the Automatic Detection of Emotional States for the Elderly

    Article • January 2018, Springer Science + Business Media

    Dr Carlos Carrascosa

  38. The Multi-agent Layer of CALMeD SURF

    Article • January 2018, Springer Science + Business Media

    Dr Carlos Carrascosa

  39. The JaCalIVE framework for MAS in IVE: A case study in evolving modular robotics

    Article • Neurocomputing, September 2017, Elsevier

    Dr Carlos Carrascosa

  40. Introducing dynamism in emotional agent societies

    Article • Neurocomputing, June 2017, Elsevier

    Dr Carlos Carrascosa

  41. Influencing over people with a social emotional model

    Article • Neurocomputing, March 2017, Elsevier

    Dr Carlos Carrascosa

  42. Multi-Agent Systems and Agreement Technologies

    Article • January 2017, Springer Science + Business Media

    Dr Carlos Carrascosa

  43. Training Emotional Robots Using EJaCalIVE

    Article • January 2017, Springer Science + Business Media

    Dr Carlos Carrascosa

  44. Using Emotions in Intelligent Virtual Environments: The EJaCalIVE Framework

    Article • Wireless Communications and Mobile Computing, January 2017, Hindawi Publishing Corporation

    Dr Carlos Carrascosa, Vicente Julian

  45. Vascular Contraction Model Based on Multi-agent Systems

    Article • January 2017, Springer Science + Business Media

    Dr Carlos Carrascosa

  46. Adding real data to detect emotions by means of smart resource artifacts in MAS

    Article • ADCAIJ ADVANCES IN DISTRIBUTED COMPUTING AND ARTIFICIAL INTELLIGENCE JOURNAL, November 2016, Ediciones Universidad de Salamanca

    Dr Carlos Carrascosa

  47. Using Non-invasive Wearables for Detecting Emotions with Intelligent Agents

    Article • October 2016, Springer Science + Business Media

    Dr Carlos Carrascosa

  48. On some properties of the Laplacian matrix revealed by the RCM algorithm

    Article • Czechoslovak Mathematical Journal, September 2016, Springer Science + Business Media

    Dr Carlos Carrascosa

  49. Developing an emotional-based application for human-agent societies

    Article • Soft Computing, August 2016, Springer Science + Business Media

    Dr Carlos Carrascosa

  50. Using emotions for the development of human-agent societies

    Article • Frontiers of Information Technology & Electronic Engineering, April 2016, Journal of Zhejiang University SCIENCE

    Dr Carlos Carrascosa

  51. Extending MAM5 Meta-Model and JaCalIV E Framework to Integrate Smart Devices from Real Environments

    Article • PLOS One, February 2016, PLOS

    Dr Carlos Carrascosa

  52. JGOMAS 2.0: A Capture-the-Flag Game Using Jason Agents and Human Interaction

    Article • January 2016, Springer Science + Business Media

    Dr Carlos Carrascosa

  53. A Dynamic Emotional Model for Agent Societies

    Article • January 2016, Springer Science + Business Media

    Dr Carlos Carrascosa

  54. Decentralized Group Analytical Hierarchical Process on Multilayer Networks by Consensus

    Article • January 2016, Springer Science + Business Media

    Dr Carlos Carrascosa

  55. Detecting Emotions with Smart Resource Artifacts in MAS

    Article • January 2016, Springer Science + Business Media

    Dr Carlos Carrascosa

  56. Detecting Social Emotions with a NAO Robot

    Article • January 2016, Springer Science + Business Media

    Dr Carlos Carrascosa

  57. From Virtual to Real, Human Interaction as a Validation Process for IVEs

    Article • October 2015, Springer Science + Business Media

    Dr Carlos Carrascosa

  58. Agent reactive capabilities in dynamic environments

    Article • Neurocomputing, September 2015, Elsevier

    Dr Carlos Carrascosa

  59. Towards building Agreement Spaces using consensus networks

    Article • AI Communications, June 2015, IOS Press

    Dr Carlos Carrascosa

  60. Agent Bodies: An Interface Between Agent and Environment

    Article • January 2015, Springer Science + Business Media

    Dr Carlos Carrascosa

  61. From Physical to Virtual: Widening the Perspective on Multi-Agent Environments

    Article • January 2015, Springer Science + Business Media

    Dr Carlos Carrascosa

  62. Applying a Social Emotional Model in Human-Agent Societies

    Article • January 2015, Springer Science + Business Media

    Dr Carlos Carrascosa

  63. An Emotional-Based Hybrid Application for Human-Agent Societies

    Article • January 2015, Springer Science + Business Media

    Dr Carlos Carrascosa

  64. Social Emotional Model

    Article • January 2015, Springer Science + Business Media

    Dr Carlos Carrascosa

  65. Representing Social Emotions in MAS

    Article • January 2015, Springer Science + Business Media

    Dr Carlos Carrascosa

  66. Agent Environments for Multi-agent Systems – A Research Roadmap

    Article • January 2015, Springer Science + Business Media

    Dr Carlos Carrascosa

  67. Using Natural Interfaces for Human-Agent Immersion

    Article • January 2014, Springer Science + Business Media

    Dr Carlos Carrascosa, Dr. Juan Manuel Corchado

  68. Developing Intelligent Virtual Environments Using MAM5 Meta-Model

    Article • January 2014, Springer Science + Business Media

    Dr Carlos Carrascosa

  69. Consensus in Smart Grids for Decentralized Energy Management

    Article • January 2014, Springer Science + Business Media

    Dr Carlos Carrascosa

  70. Developing Adaptive Agents Situated in Intelligent Virtual Environments

    Article • January 2014, Springer Science + Business Media

    Dr Carlos Carrascosa

  71. MDD-Approach for developing Pervasive Systems based on Service-Oriented Multi-Agent Systems

    Article • ADCAIJ ADVANCES IN DISTRIBUTED COMPUTING AND ARTIFICIAL INTELLIGENCE JOURNAL, November 2013, Ediciones Universidad de Salamanca

    Dr Carlos Carrascosa

  72. TOWARDS THE DEVELOPMENT OF AGENT-BASED ORGANIZATIONS THROUGH MDD

    Article • International Journal on Artificial Intelligence Tools, April 2013, World Scientific Pub Co Pte Lt

    Dr Carlos Carrascosa

  73. Automatic Deployment of a Consensus Networks MAS

    Article • January 2013, Springer Science + Business Media

    Dr Carlos Carrascosa

  74. Implementing MAS Agreement Processes Based on Consensus Networks

    Article • January 2013, Springer Science + Business Media

    Dr Carlos Carrascosa

  75. The role of the environment in agreement technologies

    Article • Artificial Intelligence Review, January 2013, Springer Science + Business Media

    Dr Carlos Carrascosa, Prof. Giuseppe Vizzari

  76. PROBA-3: Precise formation flying demonstration mission

    Article • Acta Astronautica, January 2013, Elsevier

    Dr Carlos Carrascosa

  77. An Environment to Build and Track Agent-Based Business Collaborations

    Article • November 2012, Springer Science + Business Media

    Dr Carlos Carrascosa

  78. Agent Capability Taxonomy for Dynamic Environments

    Article • January 2012, Springer Science + Business Media

    Dr Carlos Carrascosa

  79. Massively Multiplayer Online Games Developed with Agents

    Article • January 2012, Springer Science + Business Media

    Dr Carlos Carrascosa

  80. Developing Pervasive Systems as Service-Oriented Multi-Agent Systems

    Article • January 2012, Springer Science + Business Media

    Dr Carlos Carrascosa

  81. Tools to support the creation and management of Real-Time Multi-Agent Systems

    Article • October 2011, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Carlos Carrascosa

  82. Agent-based virtual organization architecture

    Article • Engineering Applications of Artificial Intelligence, August 2011, Elsevier

    Dr Carlos Carrascosa, Dr. Juan Manuel Corchado, Vicent Botti

  83. ABC4MAS: Assembling Business Collaborations for MAS

    Article • August 2011, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Carlos Carrascosa

  84. Building Quests for Online Games with Virtual Institutions

    Article • January 2011, Springer Science + Business Media

    Dr Carlos Carrascosa

  85. Mixing Electronic Institutions with Virtual Organizations: A Solution Based on Bundles

    Article • January 2011, Springer Science + Business Media

    Dr Carlos Carrascosa

  86. Social Welfare for Automatic Innovation

    Article • January 2011, Springer Science + Business Media

    Dr Carlos Carrascosa

  87. Agent Adaptation through Social Opinion

    Article • January 2011, Springer Science + Business Media

    Dr Carlos Carrascosa

  88. An abstract architecture for virtual organizations: The THOMAS approach

    Article • Knowledge and Information Systems, October 2010, Springer Science + Business Media

    Dr Carlos Carrascosa, Vicent Botti

  89. Social Reinforcement Learning for Changing Environments

    Article • August 2010, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Carlos Carrascosa

  90. Trends on the Development of Adaptive Virtual Organizations

    Article • January 2010, Springer Science + Business Media

    Dr Carlos Carrascosa, Dr. Juan Manuel Corchado

  91. An Open Architecture for Service-Oriented Virtual Organizations

    Article • January 2010, Springer Science + Business Media

    Dr Carlos Carrascosa, Vicent Botti

  92. Model-Driven Development for Ubiquitous MAS

    Article • January 2010, Springer Science + Business Media

    Dr Carlos Carrascosa

  93. MDD for Virtual Organization Design

    Article • January 2010, Springer Science + Business Media

    Dr Carlos Carrascosa

  94. Social Conformity and Its Convergence for Reinforcement Learning

    Article • January 2010, Springer Science + Business Media

    Dr Carlos Carrascosa

  95. JGOMAS: New Approach to AI Teaching

    Article • IEEE Transactions on Education, May 2009, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Carlos Carrascosa

  96. The MMOG Layer: MMOG Based on MAS

    Article • January 2009, Springer Science + Business Media

    Dr Carlos Carrascosa, Vicent Botti

  97. MDD-based agent-oriented software engineering for ubiquitous deployment

    Article • January 2009, Institute for Computer Sciences, Social Informatics and Telecommunications Engineering (ICST)

    Dr Carlos Carrascosa

  98. Using THOMAS for Service Oriented Open MAS

    Article • January 2009, Springer Science + Business Media

    Dr Carlos Carrascosa, Vicent Botti

  99. On the Road to an Abstract Architecture for Open Virtual Organizations

    Article • January 2009, Springer Science + Business Media

    Dr Carlos Carrascosa, Dr. Juan Manuel Corchado

  100. An execution time planner for the ARTIS agent architecture

    Article • Engineering Applications of Artificial Intelligence, August 2008, Elsevier

    Dr Carlos Carrascosa, Dr. Juan Manuel Corchado, Vicent Botti

  101. Towards on embedded agent model for Android mobiles

    Article • January 2008, Institute for Computer Sciences, Social Informatics and Telecommunications Engineering (ICST)

    Dr Carlos Carrascosa

  102. Hybrid multi-agent architecture as a real-time problem-solving model

    Article • Expert Systems with Applications, January 2008, Elsevier

    Dr Carlos Carrascosa, Dr. Juan Manuel Corchado, Vicent Botti

  103. Agent Architectures for Intelligent Virtual Environments

    Article • November 2007, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Carlos Carrascosa, Vicent Botti

  104. Multi-agent systems applied to virtual environments

    Article • January 2007, ACM (Association for Computing Machinery)

    Dr Carlos Carrascosa, Vicent Botti

  105. JGOMAS

    Article • January 2006, ACM (Association for Computing Machinery)

    Dr Carlos Carrascosa, Vicent Botti

  106. A Meta-Reasoning Model for Hard Real-Time Agents

    Article • January 2006, Springer Science + Business Media

    Dr Carlos Carrascosa

  107. Behaviour management for real time agents

    Article • INTELIGENCIA ARTIFICIAL, July 2005, Asociacion Española para la Inteligencia Artificial (AEPIA)

    Dr Carlos Carrascosa, Vicent Botti

  108. Using Negotiation Techniques as Time-Restricted Scheduling Policies on Intelligent Agents

    Article • January 2005, Springer Science + Business Media

    Dr Carlos Carrascosa, Vicent Botti

  109. Microspheres containing insulin-like growth factor I for treatment of chronic neurodegeneration

    Article • Biomaterials, February 2004, Elsevier

    Dr Carlos Carrascosa

  110. SIMBA: An Approach for Real-Time Multi-agent Systems

    Article • January 2002, Springer Science + Business Media

    Dr Carlos Carrascosa

  111. Applying the ARTIS Agent Architecture to Mobile Robot Control

    Article • January 2000, Springer Science + Business Media

    Dr Carlos Carrascosa

  112. Modelling Agents in Hard Real-Time Environments

    Article • January 1999, Springer Science + Business Media

    Dr Carlos Carrascosa, Vicent Botti

  113. Programming hard real-time systems with optional components in Ada

    Article • January 1998, Springer Science + Business Media

    Dr Carlos Carrascosa

  114. A progressive heuristic search algorithm for the cutting stock problem

    Article • January 1998, Springer Science + Business Media

    Dr Carlos Carrascosa, Vicent Botti

  115. Meta-razonamiento en Agentes con Restricciones Temporales Críticas.

    Article • Universitat Politecnica de Valencia

    Dr Carlos Carrascosa

  116. Deliberative Server for Real-Time Agents

    Article • Springer Science + Business Media

    Dr Carlos Carrascosa, Vicent Botti

  117. Physical Agents

    Article • Springer Science + Business Media

    Dr Carlos Carrascosa

  118. Agent Design Using Model Driven Development

    Article • Springer Science + Business Media

    Dr Carlos Carrascosa

  119. Does Android Dream with Intelligent Agents?

    Article • Springer Science + Business Media

    Dr Carlos Carrascosa

  120. Characterizing Massively Multiplayer Online Games as Multi-Agent Systems

    Article • Springer Science + Business Media

    Dr Carlos Carrascosa, Vicent Botti