The Computational Intelligence and Cognitive Science special session focuses on studying Artificial Intelligence methods as models of human cognitive processes. It involves computational analysis of phenomena related to human perception, language, and society, utilizing techniques such as cognitive conceptual learning, granular computing, attention models, and adopting a multidisciplinary approach.
Rather than solely emphasizing data processing, research in this field aims to explore cognitive processes, understand and implement learning from various perspectives, investigate the functioning of the human brain to develop brain-computer interfaces, analyze textual and dialogue interfaces considering emotional aspects, user profiling, and the impact of solutions for health and medicine.
Topics
This special session expects to receive papers on diverse topics including:
- Human-centered representation of mechatronic processes
- Cognitive conceptual learning
- Granular computing
- Attention models
- EEG and fMRI processing and neural network analysis
- Imagined speech recognition
- Linguistic factors associated with the presence of psychological disorders
- Automated reasoning
- Aspect-based sentiment analysis
- Image analysis in medicine
- Hybrid approaches for personality classification
- Analysis of medical information from patients for clinical study recommendations
- Generation and identification of fiction in dialogues and stories
And other related topics
Special Session Chairs
- Hiram Calvo
hcalvo@cic.ipn.mx
CIC-IPN, Mexico - Miguel Gonzalez
mgonza@tec.mx
Tecnologico de Monterrey, Mexico