Publications

  • Lango M., Brzeziński D., Stefanowski J., ImWeights: Classifying Imbalanced Data Using Local and Neighborhood Information, JMLR Proceedings of the 2nd International Workshop on Learning with Imbalanced Domains co-located with ECML/PKDD, 2018 appendix slides
  • Lango M., Sevcikova M., Zabokrtsky Z., Semi-Automatic Construction of Word-Formation Networks (for Polish and Spanish), Proceedings of the 11th International Conference on Language Resources and Evaluation, Miyazaki, Japan, 2018 data resource
  • Lango M., Brzeziński D., Firlik S., Stefanowski J., Discovering Minority Sub-clusters and Local Difficulty Factors from Imbalanced Data, Proceedings of the 20th International Conference on Discovery Science, Kyoto, Japan, 2017 appendix code
  • Lango M., Napierala K., Stefanowski J., Evaluating difficulty of multi-class imbalanced data, Foundations of Intelligent Systems, Lecture Notes in Artificial Intelligence, Springer, 2017 appendix
  • Lango M., Stefanowski J., Multi-class and Feature Selection Extensions of Roughly Balanced Bagging for Imbalanced Data, Journal of Intelligent Information Systems, 2017
  • Lango M., Brzeziński D., Stefanowski J., PUT at SemEval-2016 Task 4: The ABC of Twitter Sentiment Analysis, Proceedings of the 10th International Workshop on Semantic Evaluation (SemEval 2016), San Diego, US , 2016 
  • Błaszczyński J., Lango M., Diversity Analysis on Imbalanced Data Using Neighbourhood and Roughly Balanced Bagging Ensembles, Artificial Intelligence and Soft Computing, Lecture Notes in Artificial Intelligence, Springer , 2016 
  • Lango M., Stefanowski J., The Usefulness of Roughly Balanced Bagging for Complex and High-dimensional Imbalanced Data, In New Frontiers in Mining Complex Patterns, Lecture Notes in Computer Science, Springer , 2016 
  • Lango M., Analysis and Extensions of Roughly Balanced Bagging Ensemble for Imbalanced Data, Poznan Univeristy of Technology, 2015 
  • Lango M., Stefanowski J., Applicability of Roughly Balanced Bagging for Complex Imbalanced Data, Proceedings of the 4th Workshop on New Frontiers in Mining Complex Patterns join together with the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2015 
  • Charoński T., Grabowska M., Lango M., Lewiński J., Scholar+: Extending Google Scholar with Web of Science filter, Poznan Univeristy of Technology, 2014 
  • Non-scientific publications