Real world data mining applications. (2015)

• Record Type: Book
• Further Information: Note: Mahmoud Abou-Nasr, editors, [and three others].
• Editors: Abou-Nasr, Mahmoud
• Contents: Introduction -- What Data Scientists can Learn from History -- On Line Mining of Cyclic Association Rules From Parallel Dimension Hierarchies -- PROFIT: A Projected Clustering Technique -- Multi-Label Classification with a Constrained Minimum Cut Model -- On the Selection of Dimension Reduction Techniques for Scientific Applications -- Relearning Process for SPRT In Structural Change Detection of Time-Series Data -- K-means clustering on a classifier-induced representation space: application to customer contact personalization -- Dimensionality Reduction using Graph Weighted Subspace Learning for Bankruptcy Prediction -- Click Fraud Detection: Adversarial Pattern Recognition over 5 years at Microsoft -- A Novel Approach for Analysis of 'Real World' Data: A Data Mining Engine for Identification of Multi-author Student Document Submission -- Data Mining Based Tax Audit Selection: A Case Study of a Pilot Project at the Minnesota Department of Revenue -- A nearest neighbor approach to build a readable risk score for breast cancer -- Machine Learning for Medical Examination Report Processing -- Data Mining Vortex Cores Concurrent with Computational Fluid Dynamics Simulations -- A Data Mining Based Method for Discovery of Web Services and their Compositions -- Exploiting Terrain Information for Enhancing Fuel Economy of Cruising Vehicles by Supervised Training of Recurrent Neural Optimizers -- Exploration of Flight State and Control System Parameters for Prediction of Helicopter Loads via Gamma Test and Machine Learning Techniques -- Multilayer Semantic Analysis In Image Databases.
• Publisher Details: Cham, Switzerland : Springer
• Publication Date: 2015
• Copyright Date: 2015
• Extent: 1 online resource (418 pages), illustrations, graphs
• Subjects: 006.312; Business; Data mining; Data mining -- Computer programs; COMPUTERS -- Database Management -- Data Mining; Data mining; Business and Management; IT in Business; Operation Research/Decision Theory; Data Mining and Knowledge Discovery; Business & Economics -- Operations Research; Operational research; Data mining; Management science; Information technology; Operations research; Business & Economics -- Information Management; Business mathematics & systems; Electronic books
• Languages: English
• ISBNs: 9783319078120; 3319078127; 3319078119; 9783319078113
• Related ISBNs: 9783319078113
• Notes: Note: Includes bibliographical references and index.; Note: Print version record.
• 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.