| 2017 | Stop Purpose Classification from GPS Data of Commercial Vehicle Fleets. | Leonardo Sarti, Luca Bravi, Francesco Sambo, Leonardo Taccari, Matteo Simoncini, Samuele Salti, Alessandro Lori |
| 2017 | Performance Dynamics and Success in Online Games. | Anna Sapienza, Hao Peng, Emilio Ferrara |
| 2017 | Early Warnings of Cyber Threats in Online Discussions. | Anna Sapienza, Alessandro Bessi, Saranya Damodaran, Paulo Shakarian, Kristina Lerman, Emilio Ferrara |
| 2017 | HUBify: Efficient Estimation of Central Entities Across Multiplex Layer Compositions. | Abhishek Santra, Sanjukta Bhowmick, Sharma Chakravarthy |
| 2017 | Identifying Basketball Plays from Sensor Data; Towards a Low-Cost Automatic Extraction of Advanced Statistics. | Adri Arbus Sangesa, Thomas B. Moeslund, Chris H. Bahnsen, Raul Benitez Iglesias |
| 2017 | Informing the Use of Hyperparameter Optimization Through Metalearning. | Samantha Sanders, Christophe G. Giraud-Carrier |
| 2017 | Scalable Hashing-Based Network Discovery. | Tara Safavi, Chandra Sekhar Sripada, Danai Koutra |
| 2017 | Deep Physiological Arousal Detection in a Driving Simulator Using Wearable Sensors. | Aaqib Saeed, Stojan Trajanovski, Maurice van Keulen, Jan B. F. van Erp |
| 2017 | GPS Data Reflect Players' Internal Load in Soccer. | Alessio Rossi, Enrico Perri, Athos Trecroci, Marco Savino, Giampietro Alberti, Marcello Fedon Iaia |
| 2017 | Forecasting of Commercial Sales with Large Scale Gaussian Processes. | Rodrigo Rivera, Evgeny Burnaev |
| 2017 | IP2Vec: Learning Similarities Between IP Addresses. | Markus Ring, Alexander Dallmann, Dieter Landes, Andreas Hotho |
| 2017 | Automated Storytelling Evaluation and Story Chain Generation. | J. T. Rigsby, Daniel Barbar |
| 2017 | Action Rules for Sentiment Analysis on Twitter Data Using Spark. | Jaishree Ranganathan, Allen S. Irudayaraj, Angelina A. Tzacheva |
| 2017 | Novel Exact and Approximate Algorithms for the Closest Pair Problem. | Sanguthevar Rajasekaran, Subrata Saha, Xingyu Cai |
| 2017 | A Short-Term Rainfall Prediction Model Using Multi-task Convolutional Neural Networks. | Minghui Qiu, Peilin Zhao, Ke Zhang, Jun Huang, Xing Shi, Xiaoguang Wang, Wei Chu |
| 2017 | Differential Geometric Retrieval of Deep Features. | Yu Qian, Eduard Vazquez, Biswa Sengupta |
| 2017 | Improving Multivariate Time Series Forecasting with Random Walks with Restarts on Causality Graphs. | Piotr Przymus, Youssef Hmamouche, Alain Casali, Lotfi Lakhal |
| 2017 | Long Tail Query Enrichment for Semantic Job Search. | Layla Pournajaf, Khalifeh AlJadda, Mohammed Korayem |
| 2017 | Multi-level Multiple Attentions for Contextual Multimodal Sentiment Analysis. | Soujanya Poria, Erik Cambria, Devamanyu Hazarika, Navonil Majumder, Amir Zadeh, Louis-Philippe Morency |
| 2017 | Feature Selection for the Classification of Longitudinal Human Ageing Data. | Tossapol Pomsuwan, Alex Alves Freitas |
| 2017 | Hybrid.poly: An Interactive Large-Scale In-memory Analytical Polystore. | Maksim Podkorytov, Dylan Soderman, Michael N. Gubanov |
| 2017 | An Adaptive Modeling Framework for Bivariate Data Streams with Applications to Change Detection in Cyber-Physical Systems. | Joshua Plasse, Jordan Noble, Kary L. Myers |
| 2017 | Adaptive Laplace Mechanism: Differential Privacy Preservation in Deep Learning. | NhatHai Phan, Xintao Wu, Han Hu, Dejing Dou |
| 2017 | A Novel l0-Constrained Gaussian Graphical Model for Anomaly Localization. | Dzung T. Phan, Tsuyoshi Id, Jayant Kalagnanam, Matt Menickelly, Katya Scheinberg |
| 2017 | Learning Doubly Stochastic Affinity Matrix via Davis-Kahan Theorem. | Jiwoong Park, Taejeong Kim |