| 2016 | 2016 IEEE International Conference on Data Science and Advanced Analytics, DSAA 2016, Montreal, QC, Canada, October 17-19, 2016 |
| 2016 | A Decision Tree-Based Approach for Categorizing Spatial Database Query Results. Xiangfu Meng, Xiaoyan Zhang, Jinguang Sun, Lin Li, Changzheng Xing, Chongchun Bi |
| 2016 | A Distributed Decision Tree Algorithm and Its Implementation on Big Data Platforms. Jingxiang Chen, Tao Wang, Ralph Abbey, Joseph Pingenot |
| 2016 | A Framework for Description and Analysis of Sampling-Based Approximate Triangle Counting Algorithms. Mostafa Haghir Chehreghani |
| 2016 | A Multi-Granularity Pattern-Based Sequence Classification Framework for Educational Data. Mohammad Tareq Jaber, Peter T. Wood, Panagiotis Papapetrou, Ana González-Marcos |
| 2016 | A Parallel Framework for Grid-Based Bottom-Up Subspace Clustering. Poonam Goyal, Sonal Kumari, Shubham Singh, Vivek Kishore, Sundar Balasubramaniam, Navneet Goyal |
| 2016 | A Symbolic Tree Model for Oil and Gas Production Prediction Using Time-Series Production Data. Bingjie Wei, Helen Pinto, Xin Wang |
| 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 |
| 2016 | Active Semi-Supervised Classification Based on Multiple Clustering Hierarchies. Antonio J. L. Batista, Ricardo J. G. B. Campello, Jörg Sander |
| 2016 | Advanced Analytics for Train Delay Prediction Systems by Including Exogenous Weather Data. Luca Oneto, Emanuele Fumeo, Giorgio Clerico, Renzo Canepa, Federico Papa, Carlo Dambra, Nadia Mazzino, Davide Anguita |
| 2016 | An Exploratory Statistical Cusp Catastrophe Model. Ding-Geng Din Chen, Xinguang Jim Chen, Kai Zhang |
| 2016 | Analysing the History of Autism Spectrum Disorder Using Topic Models. Adham Beykikhoshk, Dinh Q. Phung, Ognjen Arandjelovic, Svetha Venkatesh |
| 2016 | Anomaly Detection in Automobile Control Network Data with Long Short-Term Memory Networks. Adrian Taylor, Sylvain P. Leblanc, Nathalie Japkowicz |
| 2016 | Anonymizing NYC Taxi Data: Does It Matter? Marie Douriez, Harish Doraiswamy, Juliana Freire, Cláudio T. Silva |
| 2016 | Behavior-Oriented Time Segmentation for Mining Individualized Rules of Mobile Phone Users. Iqbal H. Sarker, Alan Colman, Muhammad Ashad Kabir, Jun Han |
| 2016 | Causal Structure Learning with Reduced Partial Correlation Thresholding. Arjun Sondhi, Ali Shojaie |
| 2016 | Churn Prediction in Mobile Social Games: Towards a Complete Assessment Using Survival Ensembles. Africa Perianez, Alain Saas, Anna Guitart, Colin Magne |
| 2016 | Closest Interval Join Using MapReduce. Qiang Zhang, Andy He, Chris Liu, Eric Lo |
| 2016 | Combining Static and Dynamic Features for Multivariate Sequence Classification. Anna Leontjeva, Ilya Kuzovkin |
| 2016 | Connecting Opinions to Opinion-Leaders: A Case Study on Brazilian Political Protests. Leonardo Rocha, Fernando Mourão, Ramon Vieira, Alan Neves, Dárlinton B. F. Carvalho, Bortik Bandyopadhyay, Srinivasan Parthasarathy, Renato Ferreira |
| 2016 | Continuous Monitoring of A/B Tests without Pain: Optional Stopping in Bayesian Testing. Alex Deng, Jiannan Lu, Shouyuan Chen |
| 2016 | Correcting Relational Bias to Improve Classification in Sparsely-Labeled Networks. Joshua R. King, Luke K. McDowell |
| 2016 | Customer Simulation for Direct Marketing Experiments. Yegor Tkachenko, Mykel J. Kochenderfer, Krzysztof Kluza |
| 2016 | Data-Driven Sales Leads Prediction for Everything-as-a-Service in the Cloud. Chul Sung, Bo Zhang, Chunhui Y. Higgins, Yoonsuck Choe |
| 2016 | Deconstructing Domain Names to Reveal Latent Topics. Cheryl J. Flynn, Kenneth E. Shirley, Wei Wang |
| 2016 | Detecting Inaccurate Predictions of Pediatric Surgical Durations. Zhengyuan Zhou, Daniel Miller, Neal Master, David Scheinker, Nicholas Bambos, Peter W. Glynn |
| 2016 | Digital Knowledge Ecosystem for Achieving Sustainable Agriculture Production: A Case Study from Sri Lanka. Athula Ginige, Anusha Indika Walisadeera, Tamara Ginige, Lasanthi De Silva, Pasquale Di Giovanni, Maneesh Mathai, Jeevani S. Goonetillake, Gihan N. Wikramanayake, Giuliana Vitiello, Monica Sebillo, Genoveffa Tortora, Deborah Richards, Ramesh C. Jain |
| 2016 | Dilation of Chisini-Jensen-Shannon Divergence. Piyush Kumar Sharma, Gary Holness |
| 2016 | Disease Detection and Severity Estimation in Cotton Plant from Unconstrained Images. Aditya Parikh, Mehul S. Raval, Chandrasinh Parmar, Sanjay Chaudhary |
| 2016 | EM*: An EM Algorithm for Big Data. Hasan Kurban, Mark Jenne, Mehmet M. Dalkilic |
| 2016 | Efficient Identification of Tanimoto Nearest Neighbors. David C. Anastasiu, George Karypis |
| 2016 | Efficient Large Scale Clustering Based on Data Partitioning. Malika Bendechache, M. Tahar Kechadi, Nhien-An Le-Khac |
| 2016 | Efficient Sampling-Based ADMM for Distributed Data. Jun-Kun Wang, Shou-De Lin |
| 2016 | Evidence-Based Behavioral Model for Calendar Schedules of Individual Mobile Phone Users. Iqbal H. Sarker, Muhammad Ashad Kabir, Alan Colman, Jun Han |
| 2016 | Exploiting a Bootstrapping Approach for Automatic Annotation of Emotions in Texts. Lea Canales, Carlo Strapparava, Ester Boldrini, Patricio Martínez-Barco |
| 2016 | Fraud Detection in Energy Consumption: A Supervised Approach. Bernat Coma-Puig, Josep Carmona, Ricard Gavaldà, Santiago Alcoverro, Victor Martin |
| 2016 | Harvester: Influence Optimization in Symmetric Interaction Networks. Sergei Ivanov, Panagiotis Karras |
| 2016 | Hyperparameter Optimization Machines. Martin Wistuba, Nicolas Schilling, Lars Schmidt-Thieme |
| 2016 | Impact of Query Sample Selection Bias on Information Retrieval System Ranking. Massimo Melucci |
| 2016 | Inconsistent Node Flattening for Improving Top-Down Hierarchical Classification. Azad Naik, Huzefa Rangwala |
| 2016 | Infinite Langevin Mixture Modeling and Feature Selection. Ola Amayri, Nizar Bouguila |
| 2016 | Informative Priors and Bayesian Computation. Shirin Golchi |
| 2016 | Label, Segment, Featurize: A Cross Domain Framework for Prediction Engineering. James Max Kanter, Owen Gillespie, Kalyan Veeramachaneni |
| 2016 | Learning Multifaceted Latent Activities from Heterogeneous Mobile Data. Nguyen Thanh Binh, Vu Nguyen, Nguyen Cong Thuong, Svetha Venkatesh, Mohan Kumar, Dinh Q. Phung |
| 2016 | Learning Temporal Dependence from Time-Series Data with Latent Variables. Hossein Hosseini, Sreeram Kannan, Baosen Zhang, Radha Poovendran |
| 2016 | Limiting the Diffusion of Information by a Selective PageRank-Preserving Approach. Grigorios Loukides, Robert Gwadera |
| 2016 | Maritime Pattern Extraction from AIS Data Using a Genetic Algorithm. Andrej Dobrkovic, Maria-Eugenia Iacob, Jos van Hillegersberg |
| 2016 | MedCare: Leveraging Medication Similarity for Disease Prediction. Dipanwita Dasgupta, Nitesh V. Chawla |
| 2016 | Meeting Health Care Research Needs in a Kimball Integrated Data Warehouse. Robert Hart, Alex Mu-Hsing Kuo |
| 2016 | Mining Pre-Exposure Prophylaxis Trends in Social Media. Patrick Breen, Jane Kelly, Timothy Heckman, Shannon Quinn |
| 2016 | Mining Research Problems from Scientific Literature. Chanakya Aalla, Vikram Pudi |
| 2016 | Nonparametric Adjoint-Based Inference for Stochastic Differential Equations. Harish S. Bhat, R. W. M. A. Madushani |
| 2016 | On the Evaluation of Outlier Detection and One-Class Classification Methods. Lorne Swersky, Henrique O. Marques, Jörg Sander, Ricardo J. G. B. Campello, Arthur Zimek |
| 2016 | On the Role of Mentions on Tweet Virality. Soumajit Pramanik, Qinna Wang, Maximilien Danisch, Sumanth Bandi, Anand Kumar, Jean-Loup Guillaume, Bivas Mitra |
| 2016 | On the Tiny Yet Real Happiness Phenomenon in the Mobile Games Market. Po-Heng Chen, Yi-Pei Tu, Kuan-Ta Chen |
| 2016 | On the Use of Ontology as A Priori Knowledge into Constrained Clustering. Hatim Chahdi, Nistor Grozavu, Isabelle Mougenot, Laure Berti-Équille, Younès Bennani |
| 2016 | Online Collaborative Prediction of Regional Vote Results. Vincent Etter, Mohammad Emtiyaz Khan, Matthias Grossglauser, Patrick Thiran |
| 2016 | Online Experimentation Diagnosis and Troubleshooting Beyond AA Validation. Zhenyu Zhao, Miao Chen, Don Matheson, Maria Stone |
| 2016 | Overlapping Target Event and Story Line Detection of Online Newspaper Articles. Yifang Wei, Lisa Singh, Brian Gallagher, David Buttler |
| 2016 | Parallel Least-Squares Policy Iteration. Jun-Kun Wang, Shou-De Lin |
| 2016 | Pattern Matching Trajectories for Investigative Graph Searches. Benjamin W. K. Hung, Anura P. Jayasumana, Vidarshana W. Bandara |
| 2016 | Perceived, Projected, and True Investment Expertise: Not All Experts Provide Expert Recommendations. Amit Shavit, Sameena Shah |
| 2016 | Performance Improvement of MapReduce Process by Promoting Deep Data Locality. Sungchul Lee, Ju-Yeon Jo, Yoohwan Kim |
| 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 | Resampling Strategies for Imbalanced Time Series. Nuno Moniz, Paula Branco, Luís Torgo |
| 2016 | Reserve Price Optimization at Scale. Daniel Austin, Sam Seljan, Julius Monello, Stephanie Tzeng |
| 2016 | Robust Online Time Series Prediction with Recurrent Neural Networks. Tian Guo, Zhao Xu, Xin Yao, Haifeng Chen, Karl Aberer, Koichi Funaya |
| 2016 | Role Models: Mining Role Transitions Data in IT Project Management. Girish Keshav Palshikar, Sachin Pawar, Nitin Ramrakhiyani |
| 2016 | Senpy: A Pragmatic Linked Sentiment Analysis Framework. J. Fernando Sánchez-Rada, Carlos Angel Iglesias, Ignacio Corcuera, Oscar Araque |
| 2016 | Sparse Linear Discriminant Analysis in Structured Covariates Space. Sandra E. Safo, Qi Long |
| 2016 | Task Composition in Crowdsourcing. Sihem Amer-Yahia, Éric Gaussier, Vincent Leroy, Julien Pilourdault, Ria Mae Borromeo, Motomichi Toyama |
| 2016 | Temporal Network Change Detection Using Network Centralities. Yoshitaro Yonamoto, Kai Morino, Kenji Yamanishi |
| 2016 | Testing Interestingness Measures in Practice: A Large-Scale Analysis of Buying Patterns. Martin Kirchgessner, Vincent Leroy, Sihem Amer-Yahia, Shashwat Mishra |
| 2016 | The Highly Adaptive Lasso Estimator. David C. Benkeser, Mark J. van der Laan |
| 2016 | The Semantic Knowledge Graph: A Compact, Auto-Generated Model for Real-Time Traversal and Ranking of any Relationship within a Domain. Trey Grainger, Khalifeh AlJadda, Mohammed Korayem, Andries Smith |
| 2016 | The Synthetic Data Vault. Neha Patki, Roy Wedge, Kalyan Veeramachaneni |
| 2016 | The Uniqueness and Greedy Method for Quadratic Compressive Sensing. Jun Fan, Lingchen Kong, Liqun Wang, Naihua Xiu |
| 2016 | Traffic Risk Mining Using Partially Ordered Non-Negative Matrix Factorization. Taito Lee, Shin Matsushima, Kenji Yamanishi |
| 2016 | Trend Detection Based Regret Minimization for Bandit Problems. Paresh Nakhe, Rebecca Reiffenhäuser |
| 2016 | Uncovering the Bitcoin Blockchain: An Analysis of the Full Users Graph. Damiano Di Francesco Maesa, Andrea Marino, Laura Ricci |
| 2016 | Using Loglinear Model for Discrimination Discovery and Prevention. Yongkai Wu, Xintao Wu |
| 2016 | Using Players' Gameplay Action-Decision Profiles to Prescribe Training: Reducing Training Costs with Serious Games Analytics. Christian Sebastian Loh, I-Hung Li |
| 2016 | Waiting to Be Sold: Prediction of Time-Dependent House Selling Probability. Mansurul Bhuiyan, Mohammad Al Hasan |
| 2016 | Web Behavior Analysis Using Sparse Non-Negative Matrix Factorization. Akihiro Demachi, Shin Matsushima, Kenji Yamanishi |
| 2016 | What Did I Do Wrong in My MOBA Game? Mining Patterns Discriminating Deviant Behaviours. Olivier Cavadenti, Víctor Codocedo, Jean-François Boulicaut, Mehdi Kaytoue |
| 2016 | What Would a Data Scientist Ask? Automatically Formulating and Solving Predictive Problems. Benjamin Schreck, Kalyan Veeramachaneni |
| 2016 | Word Segmentation Algorithms with Lexical Resources for Hashtag Classification. Credell Simeon, Howard J. Hamilton, Robert J. Hilderman |