| 2018 | Model Adaptation and Personalization for Physiological Stress Detection. | Aaqib Saeed, Tanir Ozcelebi, Johan Lukkien, Jan B. F. van Erp, Stojan Trajanovski |
| 2018 | Airpred: A Flexible R Package Implementing Methods for Predicting Air Pollution. | M. Benjamin Sabath, Qian Di, Danielle Braun, Joel Schwartz, Francesca Dominici, Christine Choirat |
| 2018 | Forest of Normalized Trees: Fast and Accurate Density Estimation of Streaming Data. | Patrick Rehn, Zahra Ahmadi, Stefan Kramer |
| 2018 | Captioning with Language-Based Attention. | Anshu Rajendra, Ritwik Rajendra, Ole J. Mengshoel, Ming Zeng, Momina Haider |
| 2018 | Gradient Reversal against Discrimination: A Fair Neural Network Learning Approach. | Edward Raff, Jared Sylvester |
| 2018 | Predicting Worker Disagreement for More Effective Crowd Labeling. | Stefan Rbiger, Gizem Gezici, Ycel Saygin, Myra Spiliopoulou |
| 2018 | On Non-Routine Places in Urban Human Mobility. | Christian Quadri, Matteo Zignani, Sabrina Gaito, Gian Paolo Rossi |
| 2018 | Data Fusion to Describe and Quantify Search and Rescue Operations in the Mediterranean Sea. | Katherine Hoffmann Pham, Jeremy Boy, Miguel A. Luengo-Oroz |
| 2018 | A Case Study on Reducing Auto Insurance Attrition with Econometrics, Machine Learning, and A/B Testing. | Miguel Paredes |
| 2018 | DSAA 2018 Special Session: Data Science for Social Good. | Daniela Paolotti, Michele Tizzoni |
| 2018 | Cohort Representation and Exploration. | Behrooz Omidvar-Tehrani, Sihem Amer-Yahia, Laks V. S. Lakshmanan |
| 2018 | Detecting and Counting Panicles in Sorghum Images. | Peder A. Olsen, Karthikeyan Natesan Ramamurthy, Javier Ribera, Yuhao Chen, Addie M. Thompson, Ronny Luss, Mitch Tuinstra, Naoki Abe |
| 2018 | Developing and Deploying a Taxi Price Comparison Mobile App in the Wild: Insights and Challenges. | Anastasios Noulas, Vsevolod Salnikov, Desislava Hristova, Cecilia Mascolo, Renaud Lambiotte |
| 2018 | Coolabilities API. | David Nordfors, Sudipto Shankar Dasgupta, Ganapathy Subramanian, V. R. Ferose, Chally Grundwag, Behrang Zandi |
| 2018 | Automatic Semantic Labelling of Images by Their Content Using Non-Parametric Bayesian Machine Learning and Image Search Using Synthetically Generated Image Collages. | Michael Niemeyer, Ognjen Arandjelovic |
| 2018 | A Multi-Task Deep Learning Architecture for Maritime Surveillance Using AIS Data Streams. | Duong Nguyen, Rodolphe Vadaine, Guillaume Hajduch, Ren Garello, Ronan Fablet |
| 2018 | Big Data-Driven Platform for Cross-Media Monitoring. | Liana Napalkova, Pablo Aragn, Juan Carlos Castro Robles |
| 2018 | The Economic Value of Neighborhoods: Predicting Real Estate Prices from the Urban Environment. | Marco De Nadai, Bruno Lepri |
| 2018 | Analysing Activities, Contextualized for General Health, Depression and Demographics. | Fionn Murtagh |
| 2018 | A Data Science Approach to Modelling a Manufacturing Facility's Electrical Energy Profile from Plant Production Data. | Konrad Mulrennan, John Donovan, David Tormey, Russell Macpherson |
| 2018 | SMOTEBoost for Regression: Improving the Prediction of Extreme Values. | Nuno Moniz, Rita P. Ribeiro, Vtor Cerqueira, Nitesh V. Chawla |
| 2018 | Network-Based Models to Improve Credit Scoring Accuracy. | Branka Hadji Misheva, Paolo Giudici, Valentino Pediroda |
| 2018 | Generalized Bayesian Factor Analysis for Integrative Clustering with Applications to Multi-Omics Data. | Eun Jeong Min, Changgee Chang, Qi Long |
| 2018 | Predictive Modeling for Identifying Return Defaulters in Goods and Services Tax. | Priya Mehta, Jithin Mathews, K. Suryamukhi, K. Sandeep Kumar, Ch. Sobhan Babu |
| 2018 | Selection of a Nominal Device Using Functional Data Analysis. | Nevin Martin, Thomas Buchheit, Shahed Reza |