| 2017 | Where are You Going? Next Place Prediction from Twitter. | Carmela Comito |
| 2017 | Identifying Anomalous Nodes in Multidimensional Networks. | Amani Chouchane, Mohamed Bouguessa |
| 2017 | A Comparative Study of Performance Estimation Methods for Time Series Forecasting. | Vtor Cerqueira, Lus Torgo, Jasmina Smailovic, Igor Mozetic |
| 2017 | Dynamic and Heterogeneous Ensembles for Time Series Forecasting. | Vtor Cerqueira, Lus Torgo, Mariana Oliveira, Bernhard Pfahringer |
| 2017 | An Assessment of Streaming Active Learning Strategies for Real-Life Credit Card Fraud Detection. | Fabrizio Carcillo, Yann-Al Le Borgne, Olivier Caelen, Gianluca Bontempi |
| 2017 | Learning Through Utility Optimization in Regression Tasks. | Paula Branco, Lus Torgo, Rita P. Ribeiro, Eibe Frank, Bernhard Pfahringer, Markus Michael Rau |
| 2017 | A Dynamic Factor Machine Learning Method for Multi-variate and Multi-step-Ahead Forecasting. | Gianluca Bontempi, Yann-Al Le Borgne, Jacopo De Stefani |
| 2017 | Expert Estimates for Feature Relevance are Imperfect. | Patrick M. De Boer, Marcel C. Bhler, Abraham Bernstein |
| 2017 | On the Jeffreys-Lindley Paradox and the Looming Reproducibility Crisis in Machine Learning. | Daniel P. Berrar, Werner Dubitzky |
| 2017 | Extended Methods to Handle Classification Biases. | Emma Beauxis-Aussalet, Lynda Hardman |
| 2017 | A Shape-Based Approach to Spatio-Temporal Data Analysis Using Satellite Imagery. | Darpan Baheti, Krishnan Sundara Rajan |
| 2017 | Nazr-CNN: Fine-Grained Classification of UAV Imagery for Damage Assessment. | Nazia Attari, Ferda Ofli, Mohammad Awad, Ji Lucas, Sanjay Chawla |
| 2017 | Sample, Estimate, Tune: Scaling Bayesian Auto-Tuning of Data Science Pipelines. | Alec Anderson, Sbastien Dubois, Alfredo Cuesta-Infante, Kalyan Veeramachaneni |
| 2017 | Toward Optimal Streaming Feature Selection. | Noura H. Al Nuaimi, Mohammad M. Masud |
| 2017 | A Directional Change Based Trading Strategy with Dynamic Thresholds. | Nora Alkhamees, Maria Fasli |
| 2017 | Geo-Spatial Multimedia Sentiment Analysis in Disasters. | Abdullah Alfarrarjeh, Sumeet Agrawal, Seon Ho Kim, Cyrus Shahabi |
| 2017 | Predictive Classification of Water Consumption Time Series Using Non-homogeneous Markov Models. | Milad Leyli-Abadi, Allou Sam, Latifa Oukhellou, Nicolas Cheifetz, Pierre Mandel, Cdric Fliers, Olivier Chesneau |
| 2016 | Detecting Inaccurate Predictions of Pediatric Surgical Durations. | Zhengyuan Zhou, Daniel Miller, Neal Master, David Scheinker, Nicholas Bambos, Peter W. Glynn |
| 2016 | Online Experimentation Diagnosis and Troubleshooting Beyond AA Validation. | Zhenyu Zhao, Miao Chen, Don Matheson, Maria Stone |
| 2016 | Closest Interval Join Using MapReduce. | Qiang Zhang, Andy He, Chris Liu, Eric Lo |
| 2016 | Temporal Network Change Detection Using Network Centralities. | Yoshitaro Yonamoto, Kai Morino, Kenji Yamanishi |
| 2016 | Using Loglinear Model for Discrimination Discovery and Prevention. | Yongkai Wu, Xintao Wu |
| 2016 | Projecting "Better Than Randomly": How to Reduce the Dimensionality of Very Large Datasets in a Way That Outperforms Random Projections. | Michael Wojnowicz, Di Zhang, Glenn Chisholm, Xuan Zhao, Matt Wolff |
| 2016 | Hyperparameter Optimization Machines. | Martin Wistuba, Nicolas Schilling, Lars Schmidt-Thieme |
| 2016 | Actitracker: A Smartphone-Based Activity Recognition System for Improving Health and Well-Being. | Gary M. Weiss, Jeffrey W. Lockhart, Tony T. Pulickal, Paul T. McHugh, Isaac H. Ronan, Jessica L. Timko |