The UDML 2024 workshop on Utility-Driven Mining and Learning is coming soon. This year is the 6th edition and it will be held next week at PAKDD 2024 in Taipei. And I am glad to announce that we have a very good program this year with a keynote speech from Prof. Jian Pei (a worldwide top-level computer scientist), as well as 9 papers accepted from 23 submissions:
UDML SESSION 1 (13:40-15:10)
Session chair： Vincent S. Tseng, Philippe Fournier-Viger
13:40: Opening
13:45: Keynote talk : Data valuation in federated learning (Prof. Jian Pei) ***
2:25: PAPER: Explainability of Highly Associated Fuzzy Churn Patterns
Yu-Chung Wang, Jerry Chun-Wei Lin and Lars Arne Jordanger
2:40: Incremental skyline frequent-utility itemset mining
Xiaojie Zhang, Guoting Chen, Linqi Song and Wensheng Gan
2:55: A detection of multi-level co-location patterns based on column calculation and DBSCAN clustering
Ting Yang, Lizhen Wang, Lihua Zhou and Hongmei Chen
Coffee break (15:10-15:30)
UDML SESSION 2 (15:30-17:00)
Session chair： Philippe Fournier-Viger
15:30 An Effective Correlated High Utility Itemset Mining Algorithm
Priscilla Okai Owiredu, Vincent Mwintieru Nofong, Selasi Kwashie and Michael Bewong
15:45: Facial Landmark Detection: An Attentive Dropout-Based Occlusion-Adaptive Deep Network
Muhammad Sadiq, Liang Junwei, Geng Yu and Zhang Yunsheng
16:00: Learning Path Recommendation for MOOCs Using Sequential Patterns and Matching Similarity
Wei Song and Qihao Zhang
16:15: A New Closed High Utility Itemsets with Loose Restriction
Qinghua Zhang, Mu-En Wu, Chien-Ping Chung and Jimmy Ming-Tai Wu
16:30 Genetic Algorithm for Efficient Descriptive Pattern Mining
Muhammad Zohaib Nawaz, M. Saqib Nawaz and Philippe Fournier-Viger
16:45: Metamorphic Testing of High-Utility Itemset Mining
Tzung-Pei Hong, Rang Lee, Bay Vo and Shu-Min Lee
Special issue and best paper award
All the accepted papers are also invited for an extension in a special issue of the Expert System journal. And a best paper award will be announced next week!
