Fuzzy Data Analysis and Applications EPIA 2025
0 views
Skip to first unread message
Fernando Antonio Campos Gomide
May 12, 2025, 11:21:17 AM5/12/25
to Lista Fuzzy
*************************************
CALL FOR PAPERS
**************************************
Fuzzy Data Analysis and Applications (FDA2 - EPIA 2025) thematic track of the EPIA 2025 International Conference on Artificial Intelligence will take place at the University of Algarve, Portugal, 1-3 October 2025. Web-page: https://epia2025.ualg.pt/
Fuzzy Data Analysis (FDA) tackles a fundamental challenge in Data Science: making sense of data that is inherently uncertain, imprecise, or ambiguous. By leveraging Fuzzy Set Theory and Fuzzy Logic, FDA provides a powerful framework for analyzing, processing, and extracting insights from data where traditional methods struggle-particularly in scenarios that defy crisp categorizations and exact values.
This workshop aims to foster discussions and disseminate cutting-edge research in FDA methodologies and applications. We welcome contributions that explore theoretical advancements in FDA, innovative approaches to handling heterogeneous, high-dimensional, noisy, or uncertain data in real-world settings, and case studies.
**************************************
IMPORTANT DATES
**************************************
– Paper Submission Deadline: May 23, 2025 (AoE)
– Notification of Acceptance: July 4, 2025
– Camera-ready papers: July 14, 2025 (AoE)
– Conference dates: October 1-3, 2025
**************************************
TOPICS OF INTEREST
**************************************
Topics of interest include, but are not limited to:
– Fuzzy Clustering, Fuzzy Classification and Fuzzy Regression
– Fuzzy Intelligent Decision-making
– Fuzzy Logic in Deep Learning
– Fuzzy Modeling for Explainable AI (XAI)
– Fuzzy Optimization in AI
– Fuzzy Systems in Natural Language Processing
– Hybrid Fuzzy-AI Systems
– Interval-value Fuzzy Logic in AI
– Methods to improve models' interpretability using fuzzy techniques
– Neurocomputing, Fuzzy Neural Nets, and Deep Learning
– Real-Time Decision Making with Fuzzy Systems
– Type-2 Fuzzy Systems
– Real-world applications
**************************************
SUBMISSION GUIDELINES
**************************************
Papers should be formatted according to the Springer LNAI template (LaTeX or Word) with a maximum of 12 pages, including references.
EPIA 2025 does not accept papers under review, published, or accepted elsewhere with formal proceedings. Authors cannot submit their work to such venues during the review period. Exceptions apply to workshops without formal proceedings. For any doubts regarding eligibility, authors are advised to consult the program chair before the submission deadline.
Submissions undergo a double-blind review by at least three track committee members. Authors must anonymize their papers and adhere to the Springer Nature code of conduct.
Accepted papers will be published in Lecture Notes in Artificial Intelligence, provided that at least one author completes registration by the early deadline.
**************************************
Organizing Committee
**************************************
Susana Nascimento (s...@fct.unl.pt), Universidade NOVA de Lisboa, Portugal
Gözde Ulutagay, Ege University, Izmir, Turkey
João Paulo Carvalho, INESC-ID /Instituto Superior Técnico, Universidade de Lisboa, Portugal
**************************************************
Program Committee
***************************************************
João Moura-Pires, Universidade NOVA de Lisboa, Portugal
João Paulo Carvalho, Universidade de Lisboa, Portugal
João Sousa, Universidade de Lisboa, Portugal
José Valente de Oliveira, Universidade do Algarve, Portugal
Fernando Gomide, Universidade Estadual de Campinas-UNICAM, Brazil
Gözde Ulutagay, Ege University, Turkey
Renato Cordeiro de Amorim, University of Essex, United Kingdom
Rui Jorge Almeida, Maastricht University, The Netherlands
Susana Nascimento, Universidade NOVA de Lisboa, Portugal
Uzay Kaymak, Eindhoven University of Technology, The Netherlands
Victor Sousa Lobo, Universidade NOVA de Lisboa, Portugal
CALL FOR PAPERS
**************************************
Fuzzy Data Analysis and Applications (FDA2 - EPIA 2025) thematic track of the EPIA 2025 International Conference on Artificial Intelligence will take place at the University of Algarve, Portugal, 1-3 October 2025. Web-page: https://epia2025.ualg.pt/
Fuzzy Data Analysis (FDA) tackles a fundamental challenge in Data Science: making sense of data that is inherently uncertain, imprecise, or ambiguous. By leveraging Fuzzy Set Theory and Fuzzy Logic, FDA provides a powerful framework for analyzing, processing, and extracting insights from data where traditional methods struggle-particularly in scenarios that defy crisp categorizations and exact values.
This workshop aims to foster discussions and disseminate cutting-edge research in FDA methodologies and applications. We welcome contributions that explore theoretical advancements in FDA, innovative approaches to handling heterogeneous, high-dimensional, noisy, or uncertain data in real-world settings, and case studies.
**************************************
IMPORTANT DATES
**************************************
– Paper Submission Deadline: May 23, 2025 (AoE)
– Notification of Acceptance: July 4, 2025
– Camera-ready papers: July 14, 2025 (AoE)
– Conference dates: October 1-3, 2025
**************************************
TOPICS OF INTEREST
**************************************
Topics of interest include, but are not limited to:
– Fuzzy Clustering, Fuzzy Classification and Fuzzy Regression
– Fuzzy Intelligent Decision-making
– Fuzzy Logic in Deep Learning
– Fuzzy Modeling for Explainable AI (XAI)
– Fuzzy Optimization in AI
– Fuzzy Systems in Natural Language Processing
– Hybrid Fuzzy-AI Systems
– Interval-value Fuzzy Logic in AI
– Methods to improve models' interpretability using fuzzy techniques
– Neurocomputing, Fuzzy Neural Nets, and Deep Learning
– Real-Time Decision Making with Fuzzy Systems
– Type-2 Fuzzy Systems
– Real-world applications
**************************************
SUBMISSION GUIDELINES
**************************************
Papers should be formatted according to the Springer LNAI template (LaTeX or Word) with a maximum of 12 pages, including references.
EPIA 2025 does not accept papers under review, published, or accepted elsewhere with formal proceedings. Authors cannot submit their work to such venues during the review period. Exceptions apply to workshops without formal proceedings. For any doubts regarding eligibility, authors are advised to consult the program chair before the submission deadline.
Submissions undergo a double-blind review by at least three track committee members. Authors must anonymize their papers and adhere to the Springer Nature code of conduct.
Accepted papers will be published in Lecture Notes in Artificial Intelligence, provided that at least one author completes registration by the early deadline.
**************************************
Organizing Committee
**************************************
Susana Nascimento (s...@fct.unl.pt), Universidade NOVA de Lisboa, Portugal
Gözde Ulutagay, Ege University, Izmir, Turkey
João Paulo Carvalho, INESC-ID /Instituto Superior Técnico, Universidade de Lisboa, Portugal
**************************************************
Program Committee
***************************************************
João Moura-Pires, Universidade NOVA de Lisboa, Portugal
João Paulo Carvalho, Universidade de Lisboa, Portugal
João Sousa, Universidade de Lisboa, Portugal
José Valente de Oliveira, Universidade do Algarve, Portugal
Fernando Gomide, Universidade Estadual de Campinas-UNICAM, Brazil
Gözde Ulutagay, Ege University, Turkey
Renato Cordeiro de Amorim, University of Essex, United Kingdom
Rui Jorge Almeida, Maastricht University, The Netherlands
Susana Nascimento, Universidade NOVA de Lisboa, Portugal
Uzay Kaymak, Eindhoven University of Technology, The Netherlands
Victor Sousa Lobo, Universidade NOVA de Lisboa, Portugal
Reply all
Reply to author
Forward
0 new messages