Topical Area 1: Advanced Artificial Intelligence in Applications

(AAIA)

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Belgrade, Serbia, 8–11 September, 2024

This Topical Area has its roots in the series of the International AAIA Symposiums, which have been held since 2006. The AAIA Symposiums used to be held as an autonomic part of FedCSIS but then they have evolved toward constituting the FedCSIS Main Track, together with other Topical Areas. This Topical Area is open to new initiatives categorized with respect to both the emerging AI-related methodologies and practical usage areas. Nowadays, AI is usually perceived as closely related to the data, therefore, this Topical Area's scope includes the elements of Machine Learning, Data Quality, Big Data, etc. However, the realm of AI is far richer and our ultimate goal is to show relationships between all of its subareas, emphasizing a cross-disciplinary nature of the research branches such as XAI, HCI, and many others.

The aim of this Topical Area is to bring together scientists and practitioners to discuss their latest results and ideas in all areas of Artificial Intelligence. We hope that successful applications presented here will be of interest to researchers who want to know about both theoretical advances and latest applied developments in AI.

Topics

Papers related to theories, methodologies, and applications in science and technology in the field of AI are especially solicited. Topics covering industrial applications and academic research are included, but not limited to:

  • Decision Support
  • Machine Learning
  • Fuzzy Sets and Soft Computing
  • Rough Sets and Approximate Reasoning
  • Data Mining and Knowledge Discovery
  • Data Modeling and Feature Engineering
  • Data Integration and Information Fusion
  • Hybrid and Hierarchical Intelligent Systems
  • Neural Networks and Deep Learning
  • Reinforcement Learning
  • Bayesian Networks and Bayesian Reasoning
  • Case-based Reasoning and Similarity
  • Web Mining and Social Networks
  • Business Intelligence and Online Analytics
  • Robotics and Cyber-Physical Systems
  • AI-centered Systems and Large-Scale Applications
  • AI for Combinatorial Games, Video Games and Serious Games
  • Evolutionary Algorithms and Evolutionary Computation

Topical Area Curators

  • Zdravevski, Eftim, Ss. Cyril and Methodius University, Macedonia
  • Szczuka, Marcin, University of Warsaw, Poland
  • Corizzo, Roberto, American University, USA
  • Sosnowski, Łukasz, Systems Research Institute, Polish Academy of Sciences, Poland

Of potential interest

The following Thematic Tracks are related to this Topical Area:

  • AgriAI

    AI in Agriculture

  • CNLPS

    Challenges for Natural Language Processing

  • CO

    Computational Optimization

  • RSTA

    Rough Sets: Theory and Applications

Submission rules

  • Authors should submit their papers as Postscript, PDF or MSWord files.
  • The total length of a paper should not exceed 12 pages IEEE style (including tables, figures and references). More pages can be added, for an additional fee. IEEE style templates are available here.
  • Papers will be refereed and accepted on the basis of their scientific merit and relevance to the Topical Area.
  • Preprints containing accepted papers will be published online.
  • Only papers presented at the conference will be published in Conference Proceedings and submitted for inclusion in the IEEE Xplore® database.
  • Conference proceedings will be published in a volume with ISBN, ISSN and DOI numbers and posted at the conference WWW site.
  • Conference proceedings will be submitted for indexation according to information here.
  • Organizers reserve right to move accepted papers between FedCSIS Tracks.

Authors of selected papers relevant to this Topical Area will be invited to submit extended versions of their papers to the Human-Centric Intelligent Systems journal.

History

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Important dates

  • Thematic Track proposal submission: November 28, 2023
  • Paper submission (no extensions): May 28, 2024
  • Position paper submission: June 11, 2024
  • Author notification: July 1, 2024
  • Final paper submission, registration: July 23, 2024
  • Early registration discount: July 23, 2024
  • Conference date: September 8–⁠11, 2024

FedCSIS 2024 is organized by