Data mining -- Data streams and time series -- Database storage and index -- Spatio-temporal data -- Modern computing platform -- Social networks -- Information integration and data quality -- Information retrieval and summarization -- Security and privacy -- Outlier and imbalanced data analysis -- Probabilistic and uncertain data -- Query processing. This two volume set LNCS 9049 and LNCS 9…
aMachine Learning Theory and Methods -- A Review of Parameter Learning Methods in Bayesian Network -- The Hard-Cut EM Algorithm for Mixture of Sparse Gaussian Processes -- Maximum Principle in the Unbounded Domain of Heisenberg Type -- An Epidemic Propagation Model with Saturated Infection Rate on a Small World Network -- Granular Twin Support vector Machines based on Mixture Kernel -- Detectin…
Feature Selection with Rough Sets for Web Page Classification -- On Learning Similarity Relations in Fuzzy Case-Based Reasoning -- Incremental versus Non-incremental Rule Induction for Multicriteria Classification -- Three Strategies to Rule Induction from Data with Numerical Attributes -- Fuzzy Transforms -- Possible Equivalence Relations and Their Application to Hypothesis Generation in Non-d…
Overview of Text Mining -- From Textual Information to Numerical Vectors -- Using Text for Prediction -- Information Retrieval and Text Mining -- Finding Structure in a Document Collection -- Looking for Information in Documents -- Case Studies -- Emerging Directions.One consequence of the pervasive use of computers is that most documents originate in digital form. Text mining—the process of …
Regular Papers -- Flow Graphs and Data Mining -- The Rough Set Exploration System -- Rough Validity, Confidence, and Coverage of Rules in Approximation Spaces -- Knowledge Extraction from Intelligent Electronic Devices -- Processing of Musical Data Employing Rough Sets and Artificial Neural Networks -- Computational Intelligence in Bioinformatics -- Rough Ethology: Towards a Biologically-In…
Halaman : 237 - 238 suyanto
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