| 2018 | Large-Scale Railway Networks Train Movements: A Dynamic, Interpretable, and Robust Hybrid Data Analytics System. | Alessandro Lulli, Luca Oneto, Renzo Canepa, Simone Petralli, Davide Anguita |
| 2018 | Towards Efficient Closed Infrequent Itemset Mining Using Bi-Directional Traversing. | Yifeng Lu, Thomas Seidl |
| 2018 | Fully Heterogeneous Collective Regression. | David Liedtka, Luke McDowell |
| 2018 | Utilizing Tweet Content for the Detection of Sentiment-Based Interaction Communities on Twitter. | Alron Jan Lam, Charibeth Cheng |
| 2018 | Kernel Regression on Manifold Valued Data. | Alexander P. Kuleshov, Alexander Bernstein, Evgeny Burnaev |
| 2018 | Pattern-Based Automatic Parallelization of Representative-Based Clustering Algorithms. | Saiyedul Islam, Sundar Balasubramaniam, Shruti Gupta, Shikhar Brajesh, Rohan Badlani, Nitin Labhishetty, Abhinav Baid, Poonam Goyal, Navneet Goyal |
| 2018 | Multivariate Time Series Early Classification Using Multi-Domain Deep Neural Network. | Huai-Shuo Huang, Chien-Liang Liu, Vincent S. Tseng |
| 2018 | A Hybrid Recommender System for Patient-Doctor Matchmaking in Primary Care. | Qiwei Han, Mengxin Ji, igo Martnez de Rituerto de Troya, Manas Gaur, Leid Zejnilovic |
| 2018 | Learning Data Mining. | Riccardo Guidotti, Anna Monreale, Salvatore Rinzivillo |
| 2018 | Mining Sensor Data for Predictive Maintenance in the Automotive Industry. | Flavio Giobergia, Elena Baralis, Maria Camuglia, Tania Cerquitelli, Marco Mellia, Alessandra Neri, Davide Tricarico, Alessia Tuninetti |
| 2018 | Explaining Explanations: An Overview of Interpretability of Machine Learning. | Leilani H. Gilpin, David Bau, Ben Z. Yuan, Ayesha Bajwa, Michael A. Specter, Lalana Kagal |
| 2018 | Convolutional Neural Networks for Disaggregated Population Mapping Using Open Data. | Luciano Gervasoni, Serge Fenet, Regis Perrier, Peter F. Sturm |
| 2018 | Hoeffding Trees with Nmin Adaptation. | Eva Garca-Martn, Niklas Lavesson, Hkan Grahn, Emiliano Casalicchio, Veselka Boeva |
| 2018 | Estimating Causal Effects on Social Networks. | Laura Forastiere, Fabrizia Mealli, Albert Wu, Edoardo M. Airoldi |
| 2018 | Weak Nodes Detection in Urban Transport Systems: Planning for Resilience in Singapore. | Michele Ferretti, Gianni Barlacchi, Luca Pappalardo, Lorenzo Lucchini, Bruno Lepri |
| 2018 | Scalable and Interpretable Predictive Models for Electronic Health Records. | Amela Fejza, Pierre Genevs, Nabil Layada, Jean-Luc Bosson |
| 2018 | Willingness to Share Emotion Information on Social Media: Influence of Personality and Social Context. | Damien Dupr, Gary McKeown, Nicole Andelic, Gawain Morrison |
| 2018 | Portability of Aspect Based Sentiment Analysis: Thirty Minutes for a Proof of Concept. | Luca Dini, Paolo Curtoni, Elena Melnikova |
| 2018 | Behind Our Words: Psychological Paths Underlying the Un/Supportive Stance Toward Immigrants in Social Media. | Francesca D'Errico, Marinella Paciello, Matteo Amadei |
| 2018 | Adaptive Threshold for Outlier Detection on Data Streams. | James Clark, Zhen Liu, Nathalie Japkowicz |
| 2018 | Recommendation of Points-of-Interest Using Graph Embeddings. | Giannis Christoforidis, Pavlos Kefalas, Apostolos Papadopoulos, Yannis Manolopoulos |
| 2018 | Unification of Deconvolution Algorithms for Cherenkov Astronomy. | Mirko Bunse, Nico Piatkowski, Katharina Morik, Tim Ruhe, Wolfgang Rhode |
| 2018 | Neuro-Ensemble for Time Series Data Classification. | Soukaina Filali Boubrahimi, Ruizhe Ma, Rafal A. Angryk |
| 2018 | Citizen Contributions and Minor Heritage: Feedback on Modeling and Visualising an Information Mash-up. | Jean-Yves Blaise, Iwona Dudek, Gamze Saygi |
| 2018 | Starting Movement Detection of Cyclists Using Smart Devices. | Maarten Bieshaar, Malte Depping, Jan Schneegans, Bernhard Sick |