Advances in Data Science : Symbolic, Complex, and Network Data /: Symbolic, Complex, and Network Data. (2020)

• Record Type: Book
• Further Information: Note: Edwin Diday, Rong Guan, Gilbert Saporta, Huiwen Wang.
• Editors: Diday, Edwin; Guan, Rong; Saporta, Gilbert; Wang, Huiwen
• Contents: Part 1. Symbolic Data 1. Explanatory Tools for Machine Learning in the Symbolic Data Analysis Framework, Edwin Diday. 2. Likelihood in the Symbolic Context, Richard Emilion and Edwin Diday. 3. Dimension Reduction and Visualization of Symbolic Interval-Valued Data Using Sliced Inverse Regression, Han-Ming Wu, Chiun-How Kao and Chun-houh Chen. 4. On the ?Complexity? of Social Reality. Some Reflections About the Use of Symbolic Data Analysis in Social Sciences, Frederic Lebaron. Part 2. Complex Data 5. A Spatial Dependence Measure and Prediction of Georeferenced Data Streams Summarized by Histograms, Rosanna Verde and Antonio Balzanella. 6. Incremental Calculation Framework for Complex Data, Huiwen Wang, Yuan Wei and Siyang Wang. Part 3. Network Data 7. Recommender Systems and Attributed Networks, Francoise Fogelman-Soulie, Lanxiang Mei, Jianyu Zhang, Yiming Li, Wen Ge, Yinglan Li and Qiaofei Ye. 8. Attributed Networks Partitioning Based on Modularity Optimization, David Combe, Christine Largeron, Baptiste Jeudy, Francoise Fogelman-Soulie and Jing Wang. Part 4. Clustering 9. A Novel Clustering Method with Automatic Weighting of Tables and Variables, Rodrigo C. De Araujo, Francisco De Assis Tenorio De Carvalho and Yves Lechevallier. 10. Clustering and Generalized ANOVA for Symbolic Data Constructed from Open Data, Simona Korenjak-Cerne, Natasa Kejzar and Vladimir Batagelj.
• Edition: 1st
• Publisher Details: Wiley-ISTE
• Publication Date: 2020
• Extent: 1 online resource (258 pages)
• Languages: English
• ISBNs: 9781119694960
• 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.