A hybrid ais-svm ensemble approach for text classification
In this paper we propose and analyse methods for expanding state-of-the-art performance
on text classification. We put forward an ensemble-based structure that includes Support …
on text classification. We put forward an ensemble-based structure that includes Support …
Artificial Immune System and Artificial Neural Network in Intrusion Detection System
H Chliah, A Battou, O Baz - Distributed Sensing and Intelligent Systems …, 2022 - Springer
With the increasing worldwide network attacks, intrusion detection (ID) has become a
popular research topic in the last decade. Several artificial intelligence techniques such as …
popular research topic in the last decade. Several artificial intelligence techniques such as …
Negative selection of written language using character multiset statistics
We study the combination of symbol frequence analysis and negative selection for anomaly
detection of discrete sequences where conventional negative selection algorithms are not …
detection of discrete sequences where conventional negative selection algorithms are not …
[PDF][PDF] On using an ensemble approach of AIS and SVM for text classification
Artificial Immune Systems (AIS) and Support Vec-tor Machines (SVM) are grounded on two
radically different conceptual paradigms, each one having intrinsic distinctive features …
radically different conceptual paradigms, each one having intrinsic distinctive features …
Immune system inspired computing
Artificial immune systems, motivated by the natural immune principles, are emerging to
overcome the limitations of conventional model-based techniques in combating with the …
overcome the limitations of conventional model-based techniques in combating with the …