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Real world data mining applications

Author: Mahmoud Abou-Nasr
Publisher: Cham, Switzerland : Springer, 2015. ©2015
Series: Annals of information systems, Volume 17.
Edition/Format:   eBook : Document : EnglishView all editions and formats
Summary:
Introduction Mahmoud Abou-Nasr, Stefan Lessmann. Robert Stahlbock, Gary M. Weiss What Data Scientists can Learn from History Aaron Lai On Line Mining of Cyclic Association Rules From Parallel Dimension Hierarchies Eya Ben Ahmed, Ahlem Nabli, Faıez Gargouri PROFIT: A Projected Clustering Technique Dharmveer Singh Rajput, Pramod Kumar Singh, Mahua Bhattacharya Multi-Label Classification with a Constrained Minimum Cut  Read more...
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Genre/Form: Electronic books
Additional Physical Format: Print version:
Real world data mining applications.
Cham, Switzerland : Springer, ©2015
xvi, 418 pages
(DLC) 2014953600
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Mahmoud Abou-Nasr
ISBN: 9783319078120 3319078127 3319078119 9783319078113
OCLC Number: 899003480
Description: 1 online resource (418 pages) : illustrations, graphs.
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.
Series Title: Annals of information systems, Volume 17.
Responsibility: Mahmoud Abou-Nasr, editors, [and three others].

Abstract:

Data mining applications range from commercial to social domains, with novel applications appearing swiftly; In that respect, research at the interface of information systems and data mining has  Read more...

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