If you are interested in pursuing a Ph.D. in Artificial Intelligence or Optimization, we have a few projects available to work on. Please, do not hesitate to contact me at vicsana1@upv.es.
Datasets
- Student and supervisor research preferences: This dataset contains ranked preferences of 195 students and 33 supervisors with respect to undergraduate dissertation topics. The topics selected are part of the 2012 ACM computing topic classification. Each list of preferences shows from the 1st most preferred choice to the 5th most preferred choice. The data was collected during the 2017/2018 academic course at Coventry University.
Publications
- Books (1)
- Chapters in Books (4)
- Journal Articles (15)
- Conference and Workshop Papers (27)
- Other Publications (1)
Books (1)
2017
- Conflict Resolution in Decision Making: Second International Workshop, COREDEMA 2016, The Hague, The Netherlands, August 29-30, 2016, Revised Selected Papers (), Springer, volume 10238, 2017.
Chapters in Books (4)
2017
- Conflict Resolution in Decision Making: Second International Workshop, COREDEMA 2016, The Hague, The Netherlands, August 29-30, 2016, Revised Selected Papers (), Chapter in Can We Reach Pareto Optimal Outcomes Using Bottom-Up Approaches?, volume 10238, 2017.
- Station status forecasting module for a multi-agent proposal to improve efficiency on bike-sharing usage (), Chapter in , Springer, 2017.
2016
2014
- Novel Insights in Agent-based Complex Automated Negotiation (), Chapter in Intra-Team Strategies for Teams Negotiating Against Competitor, Matchers, and Conceders, Springer Japan, 2014.
Journal Articles (15)
2020
- Social and intelligent applications for future cities: Current advances (), In Future Generation Computer Systems, Elsevier, volume 114, 2020.
2019
- Bottom-up approaches to achieve Pareto optimal agreements in group decision making (), In Knowledge and Information Systems, Springer, volume 61, 2019.
- CPS data streams analytics based on machine learning for Cloud and Fog Computing: A survey (), In Future Generation Computer Systems, Elsevier, volume 90, 2019.
- Towards a persuasive recommender for bike sharing systems: A defeasible argumentation approach (), In Energies, Multidisciplinary Digital Publishing Institute, volume 12, 2019.
2018
- A near Pareto optimal approach to student-supervisor allocation with two sided preferences and workload balance (), In Applied Soft Computing, Elsevier, 2018.
2016
- An artificial intelligence tool for heterogeneous team formation in the classroom (), In Knowledge-Based Systems, Elsevier, volume 101, 2016.
2014
- Unanimously Acceptable Agreements for Negotiation Teams in Unpredictable Domains (), In Electronic Commerce Research and Applications, Elsevier, volume 13, 2014. (JCR Science Impact Factor 1.480, Computer Science (Artificial Intelligence) Q2)
- Computational Approaches for Conflict Resolution in Decision Making: New Advances and Developments (), In Cybernetics and Systems, Taylor and Francis, volume 45, 2014. (JCR Science Impact Factor 0.973, Computer Science (Cybernetics) Q3)
- Complex Negotiations in Multi-agent Systems (), In AI Communications, IOS Press, volume 27, 2014. (JCR Science Impact Factor 0.449, Computer Science (Artificial Intelligence) Q4)
2013
- Tasks for Agent-Based Negotiation Teams: Analysis, Review, and Challenges (), In Engineering Applications of Artificial Intelligence, Elsevier, volume 26, 2013. (JCR Science Impact Factor 1.625, Computer Science (Artificial Intelligence) Q2)
- Studying the Impact of Negotiation Environments on Negotiation Teams’ Performance (), In Information Sciences, Elsevier, volume 219, 2013. (JCR Science Impact Factor 2.833, Computer Science (Information Systems) Q1)
- Evolutionary-aided negotiation model for bilateral bargaining in Ambient Intelligence domains with complex utility functions (), In Information Sciences, Elsevier, volume 222, 2013. (JCR Science Impact Factor 3.291, Computer Science (Information Systems) Q1)
2012
- Reaching Unanimous Agreements within Agent-Based Negotiation Teams with Linear and Monotonic Utility Functions (), In IEEE Transactions on Systems, Man and Cybernetics – Part B, volume 42, 2012. (JCR Science Impact Factor 2.699, Computer Science (Artificial Intelligence) Q1)
2011
- A Novel Teaching-Learning Strategy for Teamwork based on Agreement Technologies (), In International Journal of Computer Applications (IJCA), Special Issue: Design and Evaluation of Digital Content for Education (DEDCE), volume 1, 2011.
- A Genetic Approach for Long Term Virtual Organization Distribution (), In International Journal on Artificial Intelligence Tools, World Scientific, volume 20, 2011. (JCR Science Impact Factor 0.436, Computer Science (Artificial Intelligence) Q4)
Conference and Workshop Papers (27)
2020
- Artificial intelligence tools for academic management: assigning students to academic supervisors (), In 14th International Technology, Education and Development Conference, 2020.
2019
- Predicting shuttle arrival time in Istanbul (), In International Symposium on Distributed Computing and Artificial Intelligence, 2019.
2018
- A Multi-objective Evolutionary Proposal for Matching Students to Supervisors (), In International Symposium on Distributed Computing and Artificial Intelligence, 2018.
2017
- Rethinking frequency opponent modeling in automated negotiation (), In 20th International Conference on Principles and Practice of Multi-Agent Systems (PRIMA 2017), Springer, 2017. (28% Acceptance rate. Core Rank B by the Australian Government’s Excellence in Research project (ERA))
- A multi-agent proposal for efficient bike-sharing usage (), In 20th International Conference on Principles and Practice of Multi-Agent Systems (PRIMA 2017), Springer, 2017. (Core Rank B by the Australian Government’s Excellence in Research project (ERA))
2016
- Rainfall Prediction: A Deep Learning Approach (), In 11th International Conference on Hybrid Artificial Intelligence Systems, Springer, 2016.
- Proceeding of the 2nd Workshop on Conflict Resolution in Decision Making (COREDEMA@ECAI 2016) (), In , 2016.
- A general framework for testing different student team formation strategies (), In 6th International Conference in Methodologies and Intelligent Systems for Technology Enhanced Learning, AISC Springer Verlag, 2016.
2014
- Intra-Team Strategies for Teams Negotiating Against Competitor, Matchers, and Conceders (), In Novel Insights in Agent-based Complex Automated Negotiation, 2014.
- A Team Formation Tool for Educational Environments (), In Trends in Practical Applications of Heterogeneous Multi-Agent Systems, volume 293, 2014.
2013
- Una herramienta de aprendizaje colaborativo orientada a la formacion de grupos (), In Simposio Internacional de Informática Educativa (SIE 2013), 2013.
- A negotiation approach for energy-aware room allocation systems (), In Highlights on Practical Applications of Agents and Multi-agent Systems, volume 365, 2013.
- Simulating a collective intelligence approach to student team formation (), In International Conference on Hybrid Artificial Intelligence Systems, volume 8073, 2013.
2012
- Analysis of Intra-Team Strategies for Teams Negotiating Against Competitor, Matchers, and Conceders (), In The 5th International Workshop on Agent-based Complex Automated Negotiations (ACAN 2012), 2012.
- Modeling power distance and individualism-collectivism in negotiation team dynamics (), In 45 Hawaii International Conference on System Sciences (HICSS-45), 2012. (Core Rank A by the Australian Government’s Excellence in Research project. Ranked second in citation ranking among 18 Information Systems (IS) conferences)
2011
- Fomentando la adquisición de Competencias Transversales por medio de una nueva metodología de Enseñanza-Aprendizaje basada en las Tecnologías del Acuerdo (), In IV Jornada de Innovación Docente JIDINF 2011, 2011.
- Agent-based Negotiation Teams (), In 22nd International Joint Conference on Artificial Intelligence (IJCAI 2011), 2011. (Core Rank A by the Australian Government’s Excellence in Research project (ERA))
- Negotiation Teams in Multiagent Systems (), In 10th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2011), 2011. (Core Rank A by the Australian Government’s Excellence in Research project (ERA))
- From an Individual Perspective to a Team Perspective in Agent-Based Negotiation (), In 9th International Conference on Practical Applications of Agents and Mutli-Agent Systems (PAAMS 2011), 2011. (Core Rank C by the Australian Government’s Excellence in Research project (ERA))
- Analyzing Intra-Team Strategies for Agent-Based Negotiation Teams (), In 10th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2011), 2011. (Core Rank A by the Australian Government’s Excellence in Research project (ERA), Acceptance rate = 22%)
2010
- Towards agent-based negotiation teams (), In Group Decision and Negotiation, 2010. (Core Rank B by the Australian Government’s Excellence in Research project (ERA))
- Integrating information extraction agents into a tourism recommender system (), In 5th International Conference on Hybrid Artificial Intelligence Systems (HAIS 2010), 2010. (Core Rank C by the Australian Government’s Excellence in Research project (ERA))
- Tackling Trust Issues in Virtual Organization Load Balancing (), In 23rd International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems (IEA-AIE 2010), volume 6098, 2010. (Core Rank C by the Australian Government’s Excellence in Research project (ERA))
- Towards soccer simulation as a testbed for adaptive systems and agreement technologies (), In 8th International Conference on Practical Applications of Agents and Multi-Agent Systems (PAAMS 2010), volume 71, 2010. (Core Rank C by the Australian Government’s Excellence in Research project (ERA))
- Collaborative information extraction for adaptive recommendations in a multiagent tourism recommender system (), In 8th International Conference on Practical Applications of Agents and Multi-Agent Systems (PAAMS 2010), volume 70, 2010. (Core Rank C by the Australian Government’s Excellence in Research project (ERA))
- Genetic-Aided Multi-Issue Bilateral Bargaining for Complex Utility Functions (Extended Abstract) (), In 9th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2010), 2010. (Core Rank A by the Australian Government’s Excellence in Research project (ERA). Extended Abstract Acceptance Rate= 26%)
2009
- MAMSY: A management tool for multi-agent systems (), In 7th International Conference on Practical Applications of Agents and Multi-Agent Systems (PAAMS 2009), Springer, 2009. (Core Rank C by the Australian Government’s Excellence in Research project (ERA))
Other Publications (1)
2013
- Complex negotiations in multi-agent systems (), PhD thesis, Departamento de Sistemas Informáticos y Computación, volume 1, 2013.