A Machine Learning Evaluation of an Artificial Immune System
نویسندگان
چکیده
منابع مشابه
A Machine Learning Evaluation of an Artificial Immune System
ARTIS is an artificial immune system framework which contains several adaptive mechanisms. LISYS is a version of ARTIS specialized for the problem of network intrusion detection. The adaptive mechanisms of LISYS are characterized in terms of their machine-learning counterparts, and a series of experiments is described, each of which isolates a different mechanism of LISYS and studies its contri...
متن کاملArtificial Immune System for Single Machine Scheduling and Batching Problem in Supply Chain
This paper addresses a production and outbound distribution scheduling problem in which a set of jobs have to be process on a single machine for delivery to customers or to other machines for further processing. We assume that there is a sufficient number of vehicles and the delivery costs is independent of batch size but it is dependent on each trip. In this paper, we present an Artificial Imm...
متن کاملA New Machine Translation Decoder Based on Artificial Immune System
This paper focuses on decoding as main part of statistical machine translation. Decoding is considering as a NPcomplete algorithm that requires intelligent heuristics to and optimum solutions. In order to solve this problem, we proposed a decoder named DAIS based on the meta-heuristic of artificial immune system. The evaluation is performed on two different corpora. The obtained translations sh...
متن کاملdiagnosing tuberculosis with a novel support vector machine-based artificial immune recognition system
objectives in order to increase the classification accuracy of airs, this study introduces a new hybrid system that incorporates a support vector machine into airs for diagnosing tuberculosis. background tuberculosis (tb) is a major global health problem, which has been ranked as the second leading cause of death from an infectious disease worldwide. diagnosis based on cultured specimens is the...
متن کاملMachine learning - an artificial intelligence approach
Imagine that you get such certain awesome experience and knowledge by only reading a book. How can? It seems to be greater when a book can be the best thing to discover. Books now will appear in printed and soft file collection. One of them is this book machine learning an artificial intelligence approach. It is so usual with the printed books. However, many people sometimes have no space to br...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Evolutionary Computation
سال: 2005
ISSN: 1063-6560,1530-9304
DOI: 10.1162/1063656054088503