| 2019 | Temporal Analysis of Adverse Weather Conditions Affecting Wheat Production in Finland. | Vladimir Kuzmanovski, Mika Sulkava, Taru Palosuo, Jaakko Hollmn |
| 2019 | Fourier-Based Parametrization of Convolutional Neural Networks for Robust Time Series Forecasting. | Sascha Krstanovic, Heiko Paulheim |
| 2019 | Neurodegenerative Disease Data Ontology. | Ana Kostovska, Ilin Tolovski, Fatima S. Maikore, Larisa N. Soldatova, Pance Panov |
| 2019 | Efficient Discovery of Expressive Multi-label Rules Using Relaxed Pruning. | Yannik Klein, Michael Rapp, Eneldo Loza Menca |
| 2019 | Adaptive Long-Term Ensemble Learning from Multiple High-Dimensional Time-Series. | Samaneh Khoshrou, Mykola Pechenizkiy |
| 2019 | A Unified Approach to Biclustering Based on Formal Concept Analysis and Interval Pattern Structure. | Nyoman Juniarta, Miguel Couceiro, Amedeo Napoli |
| 2019 | Efficient and Accurate Non-exhaustive Pattern-Based Change Detection in Dynamic Networks. | Angelo Impedovo, Michelangelo Ceci, Toon Calders |
| 2019 | Deep Triplet-Driven Semi-supervised Embedding Clustering. | Dino Ienco, Ruggero G. Pensa |
| 2019 | Deep Learning Does Not Generalize Well to Recognizing Cats and Dogs in Chinese Paintings. | Qianqian Gu, Ross King |
| 2019 | Ensemble Clustering for Novelty Detection in Data Streams. | Kemilly Dearo Garcia, Elaine Ribeiro de Faria, Cludio Rebelo de S, Joo Mendes-Moreira, Charu C. Aggarwal, Andr C. P. L. F. de Carvalho, Joost N. Kok |
| 2019 | Construction of Histogram with Variable Bin-Width Based on Change Point Detection. | Takayasu Fushimi, Kiyoto Iwasaki, Seiya Okubo, Kazumi Saito |
| 2019 | Evolving Social Networks Analysis via Tensor Decompositions: From Global Event Detection Towards Local Pattern Discovery and Specification. | Sofia Fernandes, Hadi Fanaee-T, Joo Gama |
| 2019 | Feature Selection for Analogy-Based Learning to Rank. | Mohsen Ahmadi Fahandar, Eyke Hllermeier |
| 2019 | Enhancing BMI-Based Student Clustering by Considering Fitness as Key Attribute. | Erik Dovgan, Bojan Leskosek, Gregor Jurak, Gregor Starc, Maroje Soric, Mitja Lustrek |
| 2019 | Dataset Morphing to Analyze the Performance of Collaborative Filtering. | Andr Correia, Carlos Soares, Alpio Jorge |
| 2019 | Main Factors Driving the Open Rate of Email Marketing Campaigns. | Andreia Conceio, Joo Gama |
| 2019 | Layered Learning for Early Anomaly Detection: Predicting Critical Health Episodes. | Vtor Cerqueira, Lus Torgo, Carlos Soares |
| 2019 | Mining a Maximum Weighted Set of Disjoint Submatrices. | Vincent Branders, Guillaume Derval, Pierre Schaus, Pierre Dupont |
| 2019 | Sparse Robust Regression for Explaining Classifiers. | Anton Bjrklund, Andreas Henelius, Emilia Oikarinen, Kimmo Kallonen, Kai Puolamki |
| 2019 | The CURE for Class Imbalance. | Colin Bellinger, Paula Branco, Lus Torgo |
| 2019 | Parameter-Less Tensor Co-clustering. | Elena Battaglia, Ruggero G. Pensa |
| 2019 | Cellular Traffic Prediction and Classification: A Comparative Evaluation of LSTM and ARIMA. | Amin Azari, Panagiotis Papapetrou, Stojan Z. Denic, Gunnar Peters |
| 2019 | A Framework for Human-Centered Exploration of Complex Event Log Graphs. | Martin Atzmueller, Stefan Bloemheuvel, Benjamin Klpper |
| 2019 | A Density Estimation Approach for Detecting and Explaining Exceptional Values in Categorical Data. | Fabrizio Angiulli, Fabio Fassetti, Luigi Palopoli, Cristina Serrao |
| 2018 | Most Important First - Keyphrase Scoring for Improved Ranking in Settings With Limited Keyphrases. | Nils Witt, Tobias Milz, Christin Seifert |