| 2016 | Sacrificing Overall Classification Quality to Improve Classification Accuracy of Well-Sought Classes. | Kevin Michael Amaral, Ping Chen, Wei Ding, Rajani S. Sadasivam |
| 2016 | Towards Information Profiling: Data Lake Content Metadata Management. | Ayman Alserafi, Alberto Abell, Oscar Romero, Toon Calders |
| 2016 | Learning from Your Network of Friends: A Trajectory Representation Learning Model Based on Online Social Ties. | Basma Alharbi, Xiangliang Zhang |
| 2016 | Mining Vessel Tracking Data for Maritime Domain Applications. | Alfredo Alessandrini, Marlene Alvarez, Harm Greidanus, Vincenzo Gammieri, Virginia Fernandez Arguedas, Fabio Mazzarella, Carlos Santamaria, Mattia Stasolla, Dario Tarchi, Michele Vespe |
| 2016 | Fractality of Massive Graphs: Scalable Analysis with Sketch-Based Box-Covering Algorithm. | Takuya Akiba, Kenko Nakamura, Taro Takaguchi |
| 2016 | Cut Tree Construction from Massive Graphs. | Takuya Akiba, Yoichi Iwata, Yosuke Sameshima, Naoto Mizuno, Yosuke Yano |
| 2016 | Microblog Sentiment Topic Model. | Aman Ahuja, Wei Wei, Kathleen M. Carley |
| 2016 | Using Machine Learning to Accelerate Data Wrangling. | Shilpi Ahuja, Mary Roth, Rashmi Gangadharaiah, Peter M. Schwarz, Rafael Bastidas |
| 2016 | Research on Sentiment Analysis: The First Decade. | Oskar Ahlgren |
| 2016 | A Formation Energy Predictor for Crystalline Materials Using Ensemble Data Mining. | Ankit Agrawal, Bryce Meredig, Chris Wolverton, Alok N. Choudhary |
| 2016 | Five Year Life Expectancy Calculator for Older Adults. | Ankit Agrawal, Jason Scott Mathias, David Baker, Alok N. Choudhary |
| 2016 | Discovering Spatial Regions of High Correlation. | Prerna Agarwal, Richa Verma, Venkata M. V. Gunturi |
| 2016 | Auditing Black-Box Models for Indirect Influence. | Philip Adler, Casey Falk, Sorelle A. Friedler, Gabriel Rybeck, Carlos Scheidegger, Brandon Smith, Suresh Venkatasubramanian |
| 2016 | Learning from User Workflows for the Characterization and Prediction of Software Crashes. | Chlo Adam, Antoine Aliotti, Paul-Henry Cournde |
| 2016 | Application of Fuzzy C-Means for Proactive Clustering of Electrical Power Systems. | Mohammed Abdallatif, Sebastian Schramm, Jrgen Gtze |
| 2016 | What You Will Gain By Rounding: Theory and Algorithms for Rounding Rank. | Stefan Neumann, Rainer Gemulla, Pauli Miettinen |
| 2015 | Complementary Aspect-Based Opinion Mining Across Asymmetric Collections. | Yuan Zuo, Junjie Wu, Hui Zhang, Deqing Wang, Hao Lin, Fei Wang, Ke Xu |
| 2015 | A Dirichlet Energy Criterion for Graph-Based Image Segmentation. | Dominique Zosso, Braxton Osting, Stanley J. Osher |
| 2015 | Mining Predictive Redescriptions with Trees. | Tetiana Zinchenko, Esther Galbrun, Pauli Miettinen |
| 2015 | Top-k Reliability Search on Uncertain Graphs. | Rong Zhu, Zhaonian Zou, Jianzhong Li |
| 2015 | Representation Learning via Semi-Supervised Autoencoder for Multi-task Learning. | Fuzhen Zhuang, Dan Luo, Xin Jin, Hui Xiong, Ping Luo, Qing He |
| 2015 | A Novel Approach for Generating Personalized Mention List on Micro-Blogging System. | Ge Zhou, Lu Yu, Chu-Xu Zhang, Chuang Liu, Zi-Ke Zhang, Jianlin Zhang |
| 2015 | Rare Category Detection on Time-Evolving Graphs. | Dawei Zhou, Kangyang Wang, Nan Cao, Jingrui He |
| 2015 | Learning Optimization Friendly Comfort Model for HVAC Model Predictive Control. | Yuxun Zhou, Dan Li, Costas J. Spanos |
| 2015 | Two Phase Based Spammer Detection in Weibo. | Xinhu Zheng, Jiamiao Wang, Fei Jie, Lei Li |