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Workshop Details

DMS: Workshop on Data Mining for Service

Organized by Shusaku Tsumoto and Katsutoshi Yada
09:00 - 17:05
Room: Watteau II
http://www2.itc.kansai-u.ac.jp/~yada/conf/dms12

In midst of service applications in engineering and the increasing importance of the service sector in the global economy, services are being scientifically and much attention is being focused on service science as a means to improve productivity and underlying business process. The focus of this workshop is on empirical findings, methodological papers, and theoretical and conceptual insights related to data mining in the field of various service application areas.

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09:00 - 09:10 Welcoming and Introduction
Shusaku Tsumoto and Katsutoshi Yada
09:00 - 09:10 Welcoming and Introduction
Shusaku Tsumoto and Katsutoshi Yada
09:00 - 09:10 Welcoming and Introduction Welcoming and Introduction 09:00 - 09:10 Welcoming and Introduction
Shusaku Tsumoto and Katsutoshi Yada
09:10 - 10:00 Invited Talk: Systems Health Care - The Power of Data Intelligence
Dr. Hiroshi Nakajima
09:10 - 10:00 Invited Talk: Systems Health Care - The Power of Data Intelligence
Dr. Hiroshi Nakajima
09:10 - 10:00 Invited Talk: Systems Health Care - The Power of Data Intelligence Invited Talk: Systems Health Care - The Power of Data Intelligence 09:10 - 10:00 Invited Talk: Systems Health Care - The Power of Data Intelligence
Dr. Hiroshi Nakajima
10:00 - 10:30 Coffee Break
10:00 - 10:30 Coffee Break

10:00 - 10:30 Coffee Break Coffee Break 10:00 - 10:30 Coffee Break
10:30 - 11:45 Dependencies and Sequences
10:30 - 11:45 Dependencies and Sequences

10:30 - 11:45 Dependencies and Sequences Dependencies and Sequences 10:30 - 11:45 Dependencies and Sequences
10:30 - 10:55 Exploration of dependencies among sections in a supermarket using a tree-structured graphical model
Keiji Takai
10:30 - 10:55 Exploration of dependencies among sections in a supermarket using a tree-structured graphical model
Keiji Takai
10:30 - 10:55 Exploration of dependencies among sections in a supermarket using a tree-structured graphical model Exploration of dependencies among sections in a supermarket using a tree-structured graphical model 10:30 - 10:55 Exploration of dependencies among sections in a supermarket using a tree-structured graphical model
Keiji Takai
10:55 - 11:20 Extracting information from sequences of financial ratios with Markov for Discrimination: an application to bankruptcy prediction
Andrey Volkov and Dirk Van den Poel
10:55 - 11:20 Extracting information from sequences of financial ratios with Markov for Discrimination: an application to bankruptcy prediction
Andrey Volkov and Dirk Van den Poel
10:55 - 11:20 Extracting information from sequences of financial ratios with Markov for Discrimination: an application to bankruptcy prediction Extracting information from sequences of financial ratios with Markov for Discrimination: an application to bankruptcy prediction 10:55 - 11:20 Extracting information from sequences of financial ratios with Markov for Discrimination: an application to bankruptcy prediction
Andrey Volkov and Dirk Van den Poel
11:20 - 11:45 Streamlining Service Levels for IT Infrastructure Support
Girish Palshikar, Mohammed Mudassar, Harrick Vin and Maitreya Natu
11:20 - 11:45 Streamlining Service Levels for IT Infrastructure Support
Girish Palshikar, Mohammed Mudassar, Harrick Vin and Maitreya Natu
11:20 - 11:45 Streamlining Service Levels for IT Infrastructure Support Streamlining Service Levels for IT Infrastructure Support 11:20 - 11:45 Streamlining Service Levels for IT Infrastructure Support
Girish Palshikar, Mohammed Mudassar, Harrick Vin and Maitreya Natu
11:45 - 14:00 Lunch Break
11:45 - 14:00 Lunch Break

11:45 - 14:00 Lunch Break Lunch Break 11:45 - 14:00 Lunch Break
14:00 - 15:15 Analytics
14:00 - 15:15 Analytics

14:00 - 15:15 Analytics Analytics 14:00 - 15:15 Analytics
14:00 - 14:25 Temporary Staffing Services: A Data Mining Perspective
Jeroen D'Haen and Dirk Van den Poel
14:00 - 14:25 Temporary Staffing Services: A Data Mining Perspective
Jeroen D'Haen and Dirk Van den Poel
14:00 - 14:25 Temporary Staffing Services: A Data Mining Perspective Temporary Staffing Services: A Data Mining Perspective 14:00 - 14:25 Temporary Staffing Services: A Data Mining Perspective
Jeroen D'Haen and Dirk Van den Poel
14:25 - 14:50 An Analytics Approach for Proactively Combating Voluntary Attrition of Employees
Moninder Singh, Kush Varshney, Jun Wang, Aleksandra Mojsilovic, Mark Squillante, Yingdong Lu, Alisia Gill, Patricia Faur and Raphael Ezry
14:25 - 14:50 An Analytics Approach for Proactively Combating Voluntary Attrition of Employees
Moninder Singh, Kush Varshney, Jun Wang, Aleksandra Mojsilovic, Mark Squillante, Yingdong Lu, Alisia Gill, Patricia Faur and Raphael Ezry
14:25 - 14:50 An Analytics Approach for Proactively Combating Voluntary Attrition of Employees An Analytics Approach for Proactively Combating Voluntary Attrition of Employees 14:25 - 14:50 An Analytics Approach for Proactively Combating Voluntary Attrition of Employees
Moninder Singh, Kush Varshney, Jun Wang, Aleksandra Mojsilovic, Mark Squillante, Yingdong Lu, Alisia Gill, Patricia Faur and Raphael Ezry
14:50 - 15:15 Viewers' side analysis of social interests
Takeshi Mitamura and Kenichi Yoshida
14:50 - 15:15 Viewers' side analysis of social interests
Takeshi Mitamura and Kenichi Yoshida
14:50 - 15:15 Viewers' side analysis of social interests Viewers' side analysis of social interests 14:50 - 15:15 Viewers' side analysis of social interests
Takeshi Mitamura and Kenichi Yoshida
15:15 - 15:45 Coffee Break
15:15 - 15:45 Coffee Break

15:15 - 15:45 Coffee Break Coffee Break 15:15 - 15:45 Coffee Break
15:45 - 17:25 Navigation and Service
15:45 - 17:25 Navigation and Service

15:45 - 17:25 Navigation and Service Navigation and Service 15:45 - 17:25 Navigation and Service
15:45 - 16:10 Data-oriented Construction and Maintenance of Clinical Pathway using similarity-based data mining methods
Haruko Iwata, Shoji Hirano and Shusaku Tsumoto
15:45 - 16:10 Data-oriented Construction and Maintenance of Clinical Pathway using similarity-based data mining methods
Haruko Iwata, Shoji Hirano and Shusaku Tsumoto
15:45 - 16:10 Data-oriented Construction and Maintenance of Clinical Pathway using similarity-based data mining methods Data-oriented Construction and Maintenance of Clinical Pathway using similarity-based data mining methods 15:45 - 16:10 Data-oriented Construction and Maintenance of Clinical Pathway using similarity-based data mining methods
Haruko Iwata, Shoji Hirano and Shusaku Tsumoto
16:10 - 16:35 Applying an Auction Data Generator to the Evaluation of Fraud Detection Algorithms
Sidney Tsang, Yun Sing Koh and Gillian Dobbie
16:10 - 16:35 Applying an Auction Data Generator to the Evaluation of Fraud Detection Algorithms
Sidney Tsang, Yun Sing Koh and Gillian Dobbie
16:10 - 16:35 Applying an Auction Data Generator to the Evaluation of Fraud Detection Algorithms Applying an Auction Data Generator to the Evaluation of Fraud Detection Algorithms 16:10 - 16:35 Applying an Auction Data Generator to the Evaluation of Fraud Detection Algorithms
Sidney Tsang, Yun Sing Koh and Gillian Dobbie
16:35 - 17:00 Data Mining in the Age of Curation
Akinori Abe
16:35 - 17:00 Data Mining in the Age of Curation
Akinori Abe
16:35 - 17:00 Data Mining in the Age of Curation Data Mining in the Age of Curation 16:35 - 17:00 Data Mining in the Age of Curation
Akinori Abe
17:00 - 17:05 Closing
Shusaku Tsumoto and Katsutoshi Yada
17:00 - 17:05 Closing
Shusaku Tsumoto and Katsutoshi Yada
17:00 - 17:05 Closing Closing 17:00 - 17:05 Closing
Shusaku Tsumoto and Katsutoshi Yada