Partitional clustering algorithms. (2015)

• Record Type: Book
• Further Information: Note: M. Emre Celebi, editor.
• Editors: Celebi, M. Emre
• Contents: Recent developments in model-based clustering with applications -- Accelerating Lloyd?s algorithm for k-means clustering -- Linear, Deterministic, and Order-Invariant Initialization Methods for the K-Means Clustering Algorithm -- Nonsmooth optimization based algorithms in cluster analysis -- Fuzzy Clustering Algorithms and Validity Indices for Distributed Data -- Density Based Clustering: Alternatives to DBSCAN -- Nonnegative matrix factorization for interactive topic modeling and document clustering -- Overview of overlapping partitional clustering methods -- On Semi-Supervised Clustering -- Consensus of Clusterings based on High-order Dissimilarities -- Hubness-Based Clustering of High-Dimensional Data -- Clustering for Monitoring Distributed Data Streams.
• Publisher Details: Cham : Springer
• Publication Date: 2015
• Copyright Date: 2015
• Extent: 1 online resource (425 pages), illustrations
• Subjects: 005.7; Engineering; Cluster analysis; Computer algorithms; COMPUTERS -- Data Modeling & Design; Cluster analysis; Computer algorithms; Computers -- Online Services -- General; Technology & Engineering -- Electronics -- General; Computer networking & communications; Imaging systems & technology; Telecommunication; Information systems; Technology & Engineering -- Telecommunications; Communications engineering / telecommunications; Electronic books
• Languages: English
• ISBNs: 9783319092591; 3319092596
• Related ISBNs: 9783319092584; 3319092588; 9783319092584
• Notes: Note: Includes bibliographical references.; Note: Print version record.
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.