UDM 2018
1st International Workshop on Utility-Driven Mining
(at the 24th ACM SIGKDD Conference - KDD 2018)

Workshop time: August 20, 2018, 1:00-5:00pm, ICC London Suite Room 4 (Level 0)
Agenda:

1:00-1:10pm:  Opening Remarks

1:10-2:00pm: Keynote Talk by Dr. Nitesh Chawla (University of Notre Dame)
Title: Quantifying Decision Making for Data Science: from Data Acquisition to Modeling

2:00-2:30pm: Paper Session I

• Time Series Based LSTM Model to Predict Pollutant's Concentration and Air Quality Index In India.Vidushi
  Chaudhary, Anand Deshbhratar, Vijayanand Kumar and Dibyendu Paul
• Temporal Fuzzy Utility Mining with Multiple Minimum Utility Thresholds.
  Wei-Ming Huang, Tzung-Pei Hong, Jerry Chun-Wei Lin and Ming-Chao Chiang

2:30-3:00pm Coffee Break

3:00-4:40pm: Paper Session II

• Regularized Empirical EMP Maximization Framework for Profit-Driven Model Building.
  Eugen Stripling, Bart Baesens and Seppe vanden Broucke
• Discovering Low-Cost High Utility Patterns.
  Jiaxuan Li, Philippe Fournier-Viger, Jerry Chun-Wei Lin and Tin Truong Chi
• EHUSM: Mining High Utility Sequences with a Pessimistic Utility Model.
  Tin Truong, Anh Tran, Hai Duong, Bac Le and Philippe Fournier-Viger
• DADIL: Data Augmentation for Domain-Invariant Learning.
  Shigeru Maya, Ken Ueno
• Mining High Average-Utility Itemsets Based on Particle Swarm Optimization.
  Wei song and Chaomin Huang

4:40-5:00pm: Panel Discussions & Concluding Remarks