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Presentations

Below are the workshop presentations.

A Vision for Reinforcement Learning and Predictive Maintenance
Charles Elkan (University of California, San Diego)

Soft Computing in the Design of Anomaly Detection Models
Piero Bonissone (GE Global Research)

Professional Service without Data Mining will be like Skydiving without Parachute
Holger Stender & Christer Karlsson (Siemens)

Exploratory Monitoring of Large-Scale Networks Using Clustering Algorithms
Perikles Rammos (Ericsson OSS Research)
Yangcheng Huang (Ericsson OSS Research)

Towards Relation Discovery for Diagnostics
Rune Prytz (Volvo Technology)
Slawomir Nowaczyk (Halmstad University)
Stefan Byttner (Halmstad University)

Data Quality Assurance and Performance Measurement of Data Mining for Preventive Maintenance of Power Grid
Leon Wu (Columbia University)
Gail Kaiser (Columbia University)
Cynthia Rudin (MIT)
Roger Anderson (Columbia University)

A Boosting Method for Process Fault Detection with Detection Delay Reduction and Label Denoising
Mihajlo Grbovic (Temple University)
Slobodan Vucetic (Temple University)
Weichang Li (Corporate Strategic Research, ExxonMobil)
Peng Xu (Corporate Strategic Research, ExxonMobil)
Adam K. Usadi (Corporate Strategic Research, ExxonMobil)

Classification with Imperfect Labels for Fault Prediction
Ya Xue (GE Global Research)
David P. Williams (NATO Undersea Research Center)
Hai Qiu (GE Global Research)

Modeling Batch Annealing Process Using Data Mining Techniques for Cold Rolled Steel Sheets
Mohamad Saraee (University of Salford)
Mehdi Moghimi (Islamic Azad Univerity)
Ayoub Bagheri (Isfahan University of Technology)