Año de realización: 2024

Breve descripción: Special session en FLINS

Topics and Application in the 16th FLINS Conference on Computational Intelligence in Decision and Control – The 19th ISKE Conference on Intelligence Systems and Knowledge Engineering, organized by Luis Martínez, Raciel Yera y Rosa Mª Rodríguez. 16-21st July 2024, Madrid (Spain).
Recommender systems have become a very important research field nowadays, regarding the difficult of online users for finding the information items that best fit the information items that best fits their preferences and needs in the worldwide search space overloaded with possible options. This special session aims to present recent recommender systems models and applications developed with the support of computational intelligence tools.
Potential topics (but not limited) to be covered include:
– Recommender systems supported by deep learning tools.
– Recommender systems supported by fuzzy tools.
– Sequential recommender systems.
– Social recommender systems.
– Explainability and fairness in recommender systems.
– Recommender systems supported by multi-criteria decision making.
– Group recommender systems.
– Data preprocessing and noise management in recommender systems.
– Novel recommender systems applications in traditional and emerging domains.

Año de realización: 2023

Breve descripción: Organización de congreso EWG-MCDA

Descripción: The objective of the meeting is to apply Intelligent Decision Techniques to one of the most relevant topics in today society, Circular Economy. The main topics are: measuring circular economy, decision support systems focus on circular economy problems, multi-criteria decision analysis to evaluate circular economy strategies, circular supply chain management and multi-criteria decision analysis methods applied to circular economy problems.

Lugar: Jaén, España

Fecha: 13-15 abril. Duración 3 días

Año de realización: 2023

Breve descripción: Organización de congreso EUREKA 2023

Descripción: The objective of the meeting is to share Hybridization and Transdisciplinary science works and their application in Artificial Intelligence, Augmented Artificial Intelligence and Data Analytics. The dialogue regarding the exploration of synergies among the participants, which could be expressed in joint papers and projects and the impact on the city and region where the meeting is organized, are the most important objectives. Eurekas Community and Eureka AIDA is characterized by the diversity and openness of the Computational Intelligence and Operations Research scientific communities, as well as General and Theoretical Hybridization as two of their more critical scientific strategies; these conference sessions are sure to be very important as an initiative towards interdisciplinary and transdisciplinary science by synergies of the participants.

Lugar: Jaén, España

Fecha: 27-29 noviembre. Duración: 3 días

Año de realización: 2004

Breve descripción: Special issue en SOFT COMPUTING

Guest Editors

Da Ruan, Jun Liu and Luis Martínez

A forthcoming issue of Soft Computing will be devoted to the presentation of original research involving Fuzzy Optimization and Decision Making Techniques for Engineering Processes.

The aim and scope:

Decision-making and Optimization are two core areas of engineering theory and practice. The problems related to both areas have been traditionally handled by either the deterministic or probabilistic approaches. The first one completely ignores uncertainty, while the second one assumes that any uncertainty can be represented as a probability distribution. However, on many occasions, in real problems (engineering, scheduling, planning), decisions should be made in environments dealing with vague information , imprecise, and uncertain. It is common that the uncertainty will be non-probabilistic (not in the form of a probabilistic distribution).

In such a case, the use of the fuzzy logic, that is one of the main Soft Computing constituent techniques, has showed itself as an useful and successful tool to solve problems defined in environments dealing with non-probabilistic uncertainty in areas such as decision analisys, optimization, planning, scheduling, data mining, approximated reasoning, safety and risk evaluation, etc.

Fuzzy optimization and decision making are very broad subjects to be covered in this Special Issue. Thus, this issue presents several papers focused on the application of fuzzy techniques in Decision Making and Optimization for Engineering Processes. This specific area has not been widely covered in the specialized literature, so taking advantage of the the sixth international FLINS conferences on computational Intelligent Systems for Applied Research, which was held at Duinse Polders, Blankenberge, Belgium, on September 1-3, 2004. In which the several sessions about Decision Making , Fuzzy Optimization and Engineering Applications, we have considered a good chance to select original contributions and supply the lack of literature on this topic.

The original contributions will be rigorously revised and expanded to become the papers currently presented in this issue.

This special issue is one part of an ongoing progress report of FLINS activities and especially the result of FLINS 2004.