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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]

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