Workshop time: 1:00-5:00pm, August 20, 2018.

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
  • 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