TY - BOOK AU - Bezdek,James C. TI - Elementary cluster analysis: four basic methods that (usually) work T2 - River Publishers series in mathematics, statistics and computational modelling SN - 9788770224253 (Hardback) U1 - 519.53028557 23 PY - 2022/// CY - Gistrup PB - River Publishers KW - Cluster analysis KW - Data processing KW - მათემატიკა KW - მათემატიკური კიბერნეტიკა KW - ალგორითმული თეორიების კიბრენეტიკული საკითხები KW - კლასტერული ანალიზი KW - კლასტერული ანალიზი-მონაცემთა დამუშავება N1 - Previously issued in print: 2021; Academic; I The Art and Science of Clustering 1 Clusters: The Human Point of View (HPOV) 2 Uncertainty: Fuzzy Sets and Models 3 Clusters: The Computer Point of View (CPOV) 4 The Three Canonical Problems 5 Feature Analysis II Four Basic Models and Algorithms 6 The c-Means (aka k-Means) Models 7 Probabilistic Clustering – GMD/EM 8 Relational Clustering – The SAHN Models 9 Properties of the Fantastic Four: External Cluster Validity 10 Alternating Optimization 11 Clustering in Static Big Data 12 Structural Assessment in Streaming Data; 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) ER -