Aydin, Kemal
Unsupervised Learning Algorithms
1. Anomaly Detection for Data with Spatial Attributes
P. Deepak
2. Anomaly Ranking in a High Dimensional Space: The Unsupervised TreeRank Algorithm
S. Clémençon, N. Baskiotis, N. Vayatis
3. Genetic Algorithms for Subset Selection in Model-Based Clustering
Luca Scrucca
4. Clustering Evaluation in High-Dimensional Data
Nenad Tomašev, Miloš Radovanović
5. Combinatorial Optimization Approaches for Data Clustering
Paola Festa
6. Kernel Spectral Clustering and Applications
Rocco Langone, Raghvendra Mall, Carlos Alzate, Johan A. K. Suykens
7. Uni- and Multi-Dimensional Clustering Via Bayesian Networks
Omid Keivani, Jose M. Peña
8. A Radial Basis Function Neural Network Training Mechanism for Pattern Classification Tasks
Antonios D. Niros, George E. Tsekouras
9. A Survey of Constrained Clustering
Derya Dinler, Mustafa Kemal Tural
10. An Overview of the Use of Clustering for Data Privacy
Vicenç Torra, Guillermo Navarro-Arribas, Klara Stokes
11. Nonlinear Clustering: Methods and Applications
Chang-Dong Wang, Jian-Huang Lai
12. Swarm Intelligence-Based Clustering Algorithms: A Survey
Tülin İnkaya, Sinan Kayalıgil, Nur Evin Özdemirel
13. Extending Kmeans-Type Algorithms by Integrating Intra-cluster Compactness and Inter-cluster Separation
Xiaohui Huang, Yunming Ye, Haijun Zhang
14. A Fuzzy-Soft Competitive Learning Approach for Grayscale Image Compression
Dimitrios M. Tsolakis, George E. Tsekouras
15. Unsupervised Learning in Genome Informatics
Ka-Chun Wong, Yue Li, Zhaolei Zhang
16. The Application of LSA to the Evaluation of Questionnaire Responses
Dian I. Martin, John C. Martin, Michael W. Berry
17. Mining Evolving Patterns in Dynamic Relational Networks
Rezwan Ahmed, George Karypis
18. Probabilistically Grounded Unsupervised Training of Neural Networks
Edmondo Trentin, Marco Bongini
Keywords: Engineering, Communications Engineering, Networks, Computational Intelligence, Computer Communication Networks, Pattern Recognition, Artificial Intelligence (incl. Robotics), Data Mining and Knowledge Discovery
- Editor
- Aydin, Kemal
- Celebi, M. Emre
- Publisher
- Springer
- Publication year
- 2016
- Language
- en
- Edition
- 1
- Page amount
- 10 pages
- Category
- Technology, Energy, Traffic
- Format
- Ebook
- eISBN (PDF)
- 9783319242118
- Printed ISBN
- 978-3-319-24209-5