Abstract is missing.
- Semi-supervised Learning for Multi-target RegressionJurica Levatic, Michelangelo Ceci, Dragi Kocev, Saso Dzeroski. 3-18 [doi]
- Evaluation of Different Data-Derived Label Hierarchies in Multi-label ClassificationGjorgji Madjarov, Ivica Dimitrovski, Dejan Gjorgjevikj, Saso Dzeroski. 19-37 [doi]
- Predicting Negative Side Effects of Surgeries Through ClusteringAyman Hajja, Hakim Touati, Zbigniew W. Ras, James Studnicki, Alicja A. Wieczorkowska. 41-55 [doi]
- Parallel Multicut Segmentation via Dual DecompositionJulian Yarkony, Thorsten Beier, Pierre Baldi, Fred A. Hamprecht. 56-68 [doi]
- Learning from Imbalanced Data Using Ensemble Methods and Cluster-Based UndersamplingParinaz Sobhani, Herna Viktor, Stan Matwin. 69-83 [doi]
- Prequential AUC for Classifier Evaluation and Drift Detection in Evolving Data StreamsDariusz Brzezinski, Jerzy Stefanowski. 87-101 [doi]
- Mining Positional Data StreamsJens Haase, Ulf Brefeld. 102-116 [doi]
- Visualization for Streaming Telecommunications NetworksRui Sarmento, Mário Cordeiro, João Gama. 117-131 [doi]
- Temporal Dependency Detection Between Interval-Based Event SequencesMarc Plantevit, Vasile-Marian Scuturici, Céline Robardet. 132-146 [doi]
- Discovering Behavioural Patterns in Knowledge-Intensive Collaborative ProcessesClaudia Diamantini, Laura Genga, Domenico Potena, Emanuele Storti. 149-163 [doi]
- Learning Complex Activity Preconditions in Process MiningStefano Ferilli, Berardina De Carolis, Floriana Esposito. 164-178 [doi]
- Location Prediction of Mobile Phone Users Using Apriori-Based Sequence Mining with Multiple Support ThresholdsIlkcan Keles, Mert Ozer, Ismail Hakki Toroslu, Pinar Karagoz. 179-193 [doi]
- Pitch-Related Identification of Instruments in Classical Music RecordingsElzbieta Kubera, Alicja A. Wieczorkowska. 194-209 [doi]