TheLIONWay_MachineLearningplusIntelligen.epub

22.1 Local search based on perturbations 22.2 Reactive Search Optimization (RSO): Learning while searching 22.3 RSO based on prohibitions 23 Cooperative Reactive Search Optimization (CoRSO) 23.1 Intelligent coordination of local search processes 23.2 CoRSO : a political analogy 23.3 A CoRSO example: RSO cooperating with RAS 24 Multi-Objective Reactive Search Optimization (MORSO) 24.1 Multi-objective optimization and Pareto optimality 24.2 Brain-computer optimization (BCO): the user in the loop IV Selected Applications 25 Text and web mining 25.1 Retrieving and organizing information from the web 25.1.1 Crawling 25.1.2 Indexing 25.2 Information retrieval and ranking 25.2.1 From Documents to Vectors: the Vector-Space Model 25.2.2 Relevance feedback 25.2.3 More complex similarity measures 25.3 Using the hyperlinks to rank web pages 25.4 Identifying hubs and authorities: HITS 25.5 Clustering 26 Collaborative filtering and recommendation 26.1 Combining ratings by similar users 26.2 Models based on matrix factorization 26.2.1 A more refined model: add......