Workshop on “Neural Networks for Human Behaviour Understanding:

Join us for an exciting workshop at IJCNN 2025 dedicated to exploring the latest advancements in neural networks for human behavior analysis. This workshop, titled “Neural Networks for Human Behaviour Understanding: From Perception to Prediction”, will bring together researchers, practitioners, and professionals from around the world to discuss cutting-edge research, methodologies, and applications in this dynamic field.
Workshop Overview
Understanding human behavior is critical in fields such as healthcare, robotics, security, and social interaction. This workshop aims to address the challenges and opportunities in using neural networks to bridge the gap between behavior perception and prediction. By exploring topics such as multimodal data analysis, real-time behavioral modeling, and ethical considerations in behavioral AI, the event will provide a unique platform for interdisciplinary collaboration.
Key Topics
- Multimodal behavior understanding
- Neural decision-making models reflecting human cognition
- Real-time behavioral prediction systems
- Ethical considerations in behavioral AI
- Activity recognition
- Healthcare applications in behavioral biometrics
- Security applications of behavioral biometrics
- Novel methodologies for data representation
- Advancements in Textual Analysis for Cyberaggression Detection
- Human Activity Recognition (HAR) and Its Application in Bullying Detection
- Touch Analytics and Continuous Authentication Models for Mobile Devices
Who Should Attend?
This workshop is designed for researchers, industry professionals, and students with an interest in:
- Artificial Intelligence and Machine Learning
- Cognitive Science and Human-Computer Interaction
- Healthcare Technology and Robotics
- Ethical AI and Policy Making
Agenda
Date: To be scheduled during IJCNN 2025
Format: Half-day Workshop
Tentative Schedule
- 09:00 – 09:15: Opening Remarks by Dr. Vincenzo Dentamaro
- 09:15 – 10:00: Keynote 1: TBD
- 10:00 – 10:45: Paper Presentations Session 1
- 10:45 – 11:00: Coffee Break
- 11:00 – 11:45: Keynote 2: TBD
- 11:45 – 12:30: Paper Presentations Session 2
- 12:30 – 13:00: Panel Discussion: “Future Directions in Behavioral Understanding”
Call for Participation
We invite submissions of full papers (up to 8 pages) that align with the workshop’s themes. Selected papers will undergo peer review and, if accepted, will be published in the IJCNN 2025 proceedings. Papers can address, but are not limited to:
- Data analysis techniques for behavior understanding
- Applications of neural networks in behavioral modeling
- Ethical implications of predictive behavior models
Papers Submission Deadline – March 20, 2025
Paper Acceptance Notification – April 15, 2025
Papers will be considered for publication in the IJCNN 2025 proceedings on the IEEE Xplore Digital Library.
Organizing Committee
- Dr. Vincenzo Dentamaro (University of Bari Aldo Moro, Italy)
- Dr. Donato Impedovo (University of Bari Aldo Moro, Italy)
Technical Program Committee:
- Gian Luca Marcialis, Università degli studi di Cagliari
- Giulia Orrù, Università degli studi di Cagliari
- Sara Concas, Università degli studi di Cagliari
- Carlo Sansone, Università di Napoli Federico I
- Michela Gravina, Università degli studi di Napoli Federico II
- Francesco Castro, Campus Bio-Medico University of Rome
- Vincenzo Gattulli, Università degli Studi di Bari Aldo Moro
- TBC
Contact
For inquiries, please contact:
Email: vincenzo.dentamaro@uniba.it
Join us in advancing the understanding of human behavior through neural networks and be part of a transformative experience at IJCNN 2025!