Anti-Spam Techniques Based on Artificial Immune System

Anti-Spam Technologies. Artificial Immune System. Term Space Partition-Based Feature Construction Approach. Immune Concentration-Based Feature Construction Approach. Local Concentration-Based Feature Extraction Approach. Multi-Resolution Concentration-Based Feature Construction Approach. Adaptive Concentration Selection Model. Variable Length Concentration-Based Feature Construction Method. Parameter Optimization of Concentration-Based Feature Construction Approaches. Immune Danger Theory-Based Ensemble Method. Immune Danger Zone Principle-Based Dynamic Learning Method. Immune-Based Dynamic Updating Algorithm. AIS-Based Spam Filtering System and Implementation.

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• Ciência da Computação
• Aspectos jurídicos da Tecnologia Informática
• Segurança do computador
• Engenharia electrotécnica
• Engenharia do controlo automático

Artificial Immune System;Spam Detectors;Anti-spam;F1 Measure;Detector Sets;Classifier;Feature Vector;Concentration;Spam Filtering;Ensemble method;10-fold Cross Validation;Feature construction;Clonal Selection Algorithm;Feature extraction;SVM;Immune concentration;Feature Extraction Approach;Sensors and actuators;Sliding Window;Spam detection;Pe Rc;Legitimate E-mails;E-mail Classification;NB;BP Neural Network;Feature Vector Dimension;Gene Library;Hidden Layer;RBF Kernel;Term Selection Strategies;Term Ti;Danger Zone;Bold Values;Miss Rate