DMC Program

Current EEST (UTC+3) date and time:  

16:00-18:00 EEST Monday 05.09.2022 on-site. Chairs: Andrzej Janusz, Michał Okulewicz, Dominik Ślęzak JOIN HERE
16:00-16:20 Michał Okulewicz, Predicting the Costs of Forwarding Contracts: Analysis of Data Mining Competition Results
16:20-16:40 Andrzej Janusz, Dominik Ślęzak, KnowledgePit Meets BrightBox: A Step Toward Insightful Investigation of the Results of Data Mining Competitions
16:40-17:00 Dymitr Ruta, Ming Liu, Ling Cen, Quang Hieu Vu - Diversified gradient boosting ensembles for prediction of the cost of forwarding contracts
17:00-17:20 Podlodowski Łukasz, Predicting the Costs of Forwarding Contracts Using XGBoost and a Deep Neural Network
17:20-17:40 Eftim Zdravevski, Application of Diversified Ensemble Learning in Real-life Business Problems: The Case of Predicting Costs of Forwarding Contracts
17:40-18:00 Sławomir Pioroński, Tomasz Górecki, Using gradient boosting trees to predict the costs of forwarding contracts
09:00-11:00 EEST Wednesday 07.09.2022 online. Chairs: Andrzej Janusz, Michał Okulewicz, Dominik Ślęzak, Marcin Szczuka JOIN HERE
09:00-09:20 Haitao Xiao, Yuling Liu, Dan Du, Zhigang Lu - An Approach for Predicting the Costs of Forwarding Contracts using Gradient Boosting
09:20-09:40 Quang Hieu Vu, Ling Cen, Dymitr Ruta, Ming Liu - Key Factors to Consider when Predicting the Costs of Forwarding Contracts
09:40-10:00 Aleksandra Lewandowska - XGBoost meets TabNet in Predicting the Costs of Forwarding Contracts
10:00-10:20 Eyad Kannout, Michał Grodzki, Marek Grzegorowski - Considering various aspects of models’ quality in the ML pipeline - application in the logistics sector
10:20-10:40 Stanisław Kaźmierczak - Prediction of the Costs of Forwarding Contracts with Machine Learning Methods
10:40-11:00 Marcin Szczuka, Andrzej Janusz, Andrzej Bukała, Bogusław Cyganek, Jakub Grabek, Łukasz Przebinda, Dominik Ślęzak, Tomasz Tajmajer, Andżelika Zalewska - What’s next at KnowledgePit: Privacy-preserving Matching of Encrypted Images (IEEE BigData 2022 Cup)


Important dates

Technical sessions proposal submission: November 21, 2021
Paper submission (sharp / no extension): May 10, 2022
Position paper submission: June 7, 2022
Author notification: July 7, 2022
Registration and early payment will be open on: July 13, 2022
Final paper submission, registration: July 24, 2022
Discounted payment: July 26, 2022
Conference date: September 4-7, 2022

Strategic Partner

QED Software