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Temporal Data Mining via Unsupervised Ensemble Learning
Presents an overview of temporal data mining, knowledge of temporal data clustering, and ensemble learning techniques, including theory and practice
Yun Yang (Author)
9780128116548
Paperback, published 18 November 2016
172 pages
23.4 x 19 x 1.2 cm, 0.45 kg
Approx.158 pages
1. Introduction2. Temporal Data Mining3. Temporal Data Clustering4. Ensemble Learning5. HMM-Based Hybrid Meta-Clustering in Association With Ensemble Technique6. Unsupervised Learning via an Iteratively Constructed Clustering Ensemble7. Temporal Data Clustering via a Weighted Clustering Ensemble With Different Representations8. Conclusions, Future Work
Subject Areas: Machine learning [UYQM], Expert systems / knowledge-based systems [UYQE], Databases [UN], Library, archive & information management [GLC]