Adaptive Immune-Inspired Text Classification
Alaa Abi Haidar
Broschiertes Buch

Adaptive Immune-Inspired Text Classification

Adaptive Spam Detection and Bio-Medical Article Classification Inspired by T Cell Cross-Regulation in the Immune System

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Over millions of years, the vertebrate immune system, whose function is to protect the body from harmful intruders, has evolved into one of the most complex and intelligent biological systems. Here, we discuss a novel agent-based model of T cell cross-regulation in the adaptive immune system, and we apply it to binary classification problems analogous to those faced by the immune system. We expect our adaptive method to automatically classify textual documents in temporal changing corpora such as bio-medical articles and personal e-mails. We discuss how the guiding of T cell self-organizing dy...