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Titlebook: Intelligent Systems Technologies and Applications; Volume 1 Stefano Berretti,Sabu M. Thampi,Praveen Ranjan Sri Conference proceedings 2016

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2194-5357 nd Applications track, and the Special Track on Intelligent Image Processing and Artificial Vision track originally presented at the International Symposium on Intelligent Systems Technologies and Applications (ISTA), August 10-13, 2015, Kochi, India.  .978-3-319-23035-1978-3-319-23036-8Series ISSN 2194-5357 Series E-ISSN 2194-5365
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A Hybrid Firefly Algorithm and Social Spider Algorithm for Multimodal FunctionThe proposed algorithm is tested on various standard benchmark problems and then compared with FA and SSA. The results show that the proposed algorithm performs better than the FA and SSA on most of the benchmark functions.
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Driver Eye State Detection Based on Minimum Intensity Projection Using Tree Based Classifierseature in this work. The various tree-based classifiers such as Random Forest, Naive Bayes Tree, Random Tree, and REPTree are exploited to classify the eye as open or closed. The experimental results show that random forest classifier yields the best performance with an overall accuracy rate of 96.3% than the other classifiers.
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Exploration of Fuzzy C Means Clustering Algorithm in External Plagiarism Detection System used for the evaluation of the system and the results are compared with existing approaches, via, N-gram and K Means Clustering. The performance of the systems is measured using the standard measures, precision and recall and comparison is done.
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https://doi.org/10.1007/978-3-319-23036-8Ad-hoc Networks; Big Data; Business Intelligence; ISTA; ISTA 2015; Image Processing; Intelligent Systems; P
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978-3-319-23035-1Springer International Publishing Switzerland 2016
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Intelligent Systems Technologies and Applications978-3-319-23036-8Series ISSN 2194-5357 Series E-ISSN 2194-5365
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