madhav.gupta@polytechnique.edu

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Human Cognitive Behavioral Analysis using Deep Advanced Learning Techniques, CRC Press · 2026 · In Press

Symbolic Reasoning and Data-Driven Learning in Human Cognitive Behaviour Analysis: A Review

Lead Researcher Cognitive ScienceReviewMultimodal

A historical review of Human Cognitive Behaviour Analysis, mapping the shift from 1960s symbolic reasoning to 1990s data-driven learning.

Analyzed seminal systems (ELIZA, PARRY; MYCIN, Psyxpert, BLUE-BOX) and multimodal data-fusion strategies integrating physiological signals (EEG, ECG, GSR) with visual and auditory data for emotion recognition and psychiatric monitoring.

Accepted 2026, in press.