Program IncrLearn'24 - ICDM Workshop

(Abu Dhabi Time)

link for online presentations : https://bbb.unistra.fr/b/jea-ocd-pa5-7s8 

11h30-11h35 Introductory speech

11h35-12h15 Invited Talk- Elena Mocanu – Sparse Training for Deep Neural Networks

Session 1 - Data Stream

12h15-12h30 S06208 - Aniket Bhanderi and Raj Bhatnagar, "Incremental Gaussian mixture clustering for data streams"

12h30-12h45 S062085  - Jakub Klikowski and Michał Wożniak, "Non-stationary Imbalanced Data Stream Classification with Weighted One-Class Ensemble"

12h45-13h00 S06207 - Weronika Węgier, Maciej Mączyński, and Michał Wożniak, "Changing Lineup Classifier Ensemble for Drifting Imbalanced Data Streams"

13h00-14h00 Lunch Break

14h00-14h40 Invited Talk – Mirko Bunse – Active Class Learning

Session 2 -  Active Learning and Drift Management

14H40-14H55 S06201 - Pawel Zyblewski and Leandro Minku, "Cross-Modality Clustering-based Self-Labeling for Multimodal Data Classification"

14H55-15H10 S06203 - Joanna Komorniczak and Paweł Ksieniewicz, "Classification of Recurrent Concepts with Metafeature-based Model Selection"

15H10-15H25 S06202 - Marek Pawlicki, Aleksandra Pawlicka, Ryszard Choraś, Rafał Kozik, and Michał Choraś, "Semi-Supervised Learning Trumps Active Learning in Cold-Starting Netflow-Based AI Network Intrusion Detection Systems on Scarce and Difficult Data"

Session 3 - Time series and alternative methodologies

15H25-15H40 S06206 - Amal Saadallah, "Online Adaptive Local Interpretable Tree Ensembles for Time Series Forecasting"

15H40-15H55 S06204  - Sharareh Alipour and Sobhan Ebrahimi, "A New Index for Computer Science Conferences and Its Applications: The S-Index"

15h55-16h00 - Closure