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Business & Management - Business Information Systems | Real World Data Mining Applications

Real World Data Mining Applications

Abou-Nasr, M., Lessmann, S., Stahlbock, R., Weiss, G.M. (Eds.)

2015, XVI, 418 p. 144 illus., 96 illus. in color.

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  • Addresses the broad range of  issues in data mining
  • Looks at applications in business and management, fraud detection, and new medical applications
  • Covers established and cutting-edge applications

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 Model

Guangzhi Qu, Ishwar Sethi, Craig Hartrick, Hui Zhang

 

On the Selection of Dimension Reduction Techniques for Scientific Applications

Ya Ju Fan, Chandrika Kamath

 

Relearning Process for SPRT in Structural Change Detection of Time-Series Data

Ryosuke Saga, Naoki Kaisaku, Hiroshi Tsuji

 

K-means clustering on a classifier-induced representation space: application to customer contact personalization

Vincent Lemaire, Fabrice Clerot, Nicolas Creff

 

Dimensionality Reduction using Graph Weighted Subspace Learning for Bankruptcy Prediction

Bernardete Ribeiro, Ning Chen

 

Click Fraud Detection: Adversarial Pattern Recognition over 5 Years at Microsoft

Brendan Kitts, Jing Ying Zhang, Gang Wu, Wesley Brandi, Julien Beasley, Kieran Morrill, John Ettedgui, Sid Siddhartha, Hong Yuan, Feng Gao, Peter Azo, Raj Mahato

 

A Novel Approach for Analysis of ’Real World’ Data: A Data Mining Engine for Identification of Multi-author Student Document Submission

Kathryn Burn-Thornton, Tim Burman

 

Data Mining Based Tax Audit Selection: A Case Study of a Pilot Project at the Minnesota Department of Revenue

Kuo-Wei Hsu, Nishith Pathak, Jaideep Srivastava, Greg Tschida, Eric Bjorklund

 

A nearest neighbor approach to build a readable risk score for breast cancer

Emilien Gauthier, Laurent Brisson, Philippe Lenca, Stephane Ragusa

 

Machine Learning for Medical Examination Report Processing

Yinghao Huang, Yi Lu Murphey, Naeem Seliya, Roy B. Friedenthal

 

Data Mining Vortex Cores Concurrent with Computational Fluid Dynamics Simulations

Clifton Mortensen, Steve Gorrell, Robert Woodley, Michael Gosnell

 

A Data Mining Based Method for Discovery of Web Services and their Compositions

Richi Nayak, Aishwarya Bose

 

Exploiting Terrain Information for Enhancing Fuel Economy of Cruising Vehicles by Supervised Training of Recurrent Neural Optimizers

Mahmoud Abou-Nasr, John Michelini, Dimitar Filev

 

Exploration of Flight State and Control System Parameters for Prediction of Helicopter Loads via Gamma Test and Machine Learning Techniques

Catherine Cheung, Julio J. Valdes, Matthew Li

 

Multilayer Semantic Analysis In Image Databases

Ismail El Sayad, Jean Martinet, Zhongfei (Mark) Zhang, Peter Eisert

 

Content Level » Research

Keywords » Data Mining - Fraud Detection - Informatics - Knowledge Management - Machine Learning - Web Analytics

Related subjects » Business Information Systems - Database Management & Information Retrieval - Operations Research & Decision Theory

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