Data analysis and applications. computational, classification, financial, statistical and stochastic methods / 3, (2020)
- Record Type:
- Book
- Title:
- Data analysis and applications. computational, classification, financial, statistical and stochastic methods / 3, (2020)
- Main Title:
- Data analysis and applications.
- Further Information:
- Note: Edited by Andreas Makrides, Alex Karagrigoriou and Christos H. Skiadas.
- Editors:
- Makrides, Andreas
Karagrigoriou, Alex
Skiadas, Christos H - Contents:
- Part 1. Computational Data Analysis and Methods 1. Semi-supervised Learning Based on Distributionally Robust Optimization, Jose Blanchet and Yang Kang. 2. Updating of PageRank in Evolving Treegraphs, Benard Abola, Pitos Seleka Biganda, Christopher Engstorm, John Magero Mango, Godwin Kakuba and Sergei Silvestrov. 3. Exploring The Relationship Between Ordinary PageRank, Lazy PageRank and Random Walk with Backstep PageRank for Different Graph Structures, Pitos Seleka Biganda, Benard Abola, Christopher Engstorm, John Magero Mango, Godwin Kakuba and Sergei Silvestrov. 4. On the Behavior of Alternative Splitting Criteria for CUB Model-based Trees, Carmela Cappelli, Rosaria Simone and Francesca Di Iorio. 5. Investigation on Life Satisfaction Through (Stratified) Chain Regression Graph Models, Federica Nicolussi and Manuela Cazzaro. Part 2. Classification Data Analysis and Methods 6. Selection of Proximity Measures for a Topological Correspondence Analysis, Rafik Abdelssam. 7. Support Vector Machines: A Review and Applications in Statistical Process Monitoring, Anastasios Apsemidis and Stelios Psarakis. 8. Binary Classification Techniques: An Application on Simulated and Real Bio-medical Data, Fragkiskos G. Bersimis, Iraklis Varlamis, Malvina Vamvakari and Demosthenes B. Panagiotakos. 9. Some Properties of the Multivariate Generalized Hyperbolic Models, Stergios B. Fotopoulos, Venkata K. Jandhyala and Alex Paparas. 10. On Determining the Value of Online Customer Satisfaction RatingsPart 1. Computational Data Analysis and Methods 1. Semi-supervised Learning Based on Distributionally Robust Optimization, Jose Blanchet and Yang Kang. 2. Updating of PageRank in Evolving Treegraphs, Benard Abola, Pitos Seleka Biganda, Christopher Engstorm, John Magero Mango, Godwin Kakuba and Sergei Silvestrov. 3. Exploring The Relationship Between Ordinary PageRank, Lazy PageRank and Random Walk with Backstep PageRank for Different Graph Structures, Pitos Seleka Biganda, Benard Abola, Christopher Engstorm, John Magero Mango, Godwin Kakuba and Sergei Silvestrov. 4. On the Behavior of Alternative Splitting Criteria for CUB Model-based Trees, Carmela Cappelli, Rosaria Simone and Francesca Di Iorio. 5. Investigation on Life Satisfaction Through (Stratified) Chain Regression Graph Models, Federica Nicolussi and Manuela Cazzaro. Part 2. Classification Data Analysis and Methods 6. Selection of Proximity Measures for a Topological Correspondence Analysis, Rafik Abdelssam. 7. Support Vector Machines: A Review and Applications in Statistical Process Monitoring, Anastasios Apsemidis and Stelios Psarakis. 8. Binary Classification Techniques: An Application on Simulated and Real Bio-medical Data, Fragkiskos G. Bersimis, Iraklis Varlamis, Malvina Vamvakari and Demosthenes B. Panagiotakos. 9. Some Properties of the Multivariate Generalized Hyperbolic Models, Stergios B. Fotopoulos, Venkata K. Jandhyala and Alex Paparas. 10. On Determining the Value of Online Customer Satisfaction Ratings ? A Case-based Appraisal, Jim Freeman. 11. Projection Clustering Unfolding: A New Algorithm for Clustering Individuals or Items in a Preference Matrix, Mariangela Sciandra, Antonio D?Ambrosio and Antonella Plaia. … (more)
- Publisher Details:
- London Hoboken, NJ, USA : ISTE John Wiley and Sons, Inc
- Publication Date:
- 2020
- Extent:
- 1 online resource, illustrations
- Subjects:
- 001.42
Quantitative research
Data mining
Electronic books - Languages:
- English
- ISBNs:
- 9781119721864
1119721865 - Related ISBNs:
- 9781786305343
- Notes:
- Note: Includes bibliographical references and index.
- 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.
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library HMNTS - ELD.DS.504743
- Ingest File:
- 04_029.xml