| 2015 | 0-Bit Consistent Weighted Sampling. Ping Li |
| 2015 | A Clustering-Based Framework to Control Block Sizes for Entity Resolution. Jeffrey Fisher, Peter Christen, Qing Wang, Erhard Rahm |
| 2015 | A Collective Bayesian Poisson Factorization Model for Cold-start Local Event Recommendation. Wei Zhang, Jianyong Wang |
| 2015 | A Decision Tree Framework for Spatiotemporal Sequence Prediction. Taehwan Kim, Yisong Yue, Sarah L. Taylor, Iain A. Matthews |
| 2015 | A Deep Hybrid Model for Weather Forecasting. Aditya Grover, Ashish Kapoor, Eric Horvitz |
| 2015 | A Learning-based Framework to Handle Multi-round Multi-party Influence Maximization on Social Networks. Su-Chen Lin, Shou-De Lin, Ming-Syan Chen |
| 2015 | A Machine Learning Framework to Identify Students at Risk of Adverse Academic Outcomes. Himabindu Lakkaraju, Everaldo Aguiar, Carl Shan, David Miller, Nasir Bhanpuri, Rayid Ghani, Kecia L. Addison |
| 2015 | A PCA-Based Change Detection Framework for Multidimensional Data Streams: Change Detection in Multidimensional Data Streams. Abdulhakim Ali Qahtan, Basma Alharbi, Suojin Wang, Xiangliang Zhang |
| 2015 | ALOJA-ML: A Framework for Automating Characterization and Knowledge Discovery in Hadoop Deployments. Josep Lluis Berral, Nicolás Poggi, David Carrera, Aaron Call, Rob Reinauer, Daron Green |
| 2015 | Accelerated Alternating Direction Method of Multipliers. Mojtaba Kadkhodaie, Konstantina Christakopoulou, Maziar Sanjabi, Arindam Banerjee |
| 2015 | Accelerating Dynamic Time Warping Clustering with a Novel Admissible Pruning Strategy. Nurjahan Begum, Liudmila Ulanova, Jun Wang, Eamonn J. Keogh |
| 2015 | Adaptation Algorithm and Theory Based on Generalized Discrepancy. Corinna Cortes, Mehryar Mohri, Andres Muñoz Medina |
| 2015 | Adaptive Message Update for Fast Affinity Propagation. Yasuhiro Fujiwara, Makoto Nakatsuji, Hiroaki Shiokawa, Yasutoshi Ida, Machiko Toyoda |
| 2015 | Algorithmic Cartography: Placing Points of Interest and Ads on Maps. Mohammad Mahdian, Okke Schrijvers, Sergei Vassilvitskii |
| 2015 | An Architecture for Agile Machine Learning in Real-Time Applications. Johann Schleier-Smith |
| 2015 | An Effective Marketing Strategy for Revenue Maximization with a Quantity Constraint. Ya-Wen Teng, Chih-Hua Tai, Philip S. Yu, Ming-Syan Chen |
| 2015 | An Efficient Semi-Supervised Clustering Algorithm with Sequential Constraints. Jinfeng Yi, Lijun Zhang, Tianbao Yang, Wei Liu, Jun Wang |
| 2015 | An Evaluation of Parallel Eccentricity Estimation Algorithms on Undirected Real-World Graphs. Julian Shun |
| 2015 | Analyzing Invariants in Cyber-Physical Systems using Latent Factor Regression. Marjan Momtazpour, Jinghe Zhang, Saifur Rahman, Ratnesh K. Sharma, Naren Ramakrishnan |
| 2015 | Anatomical Annotations for Drosophila Gene Expression Patterns via Multi-Dimensional Visual Descriptors Integration: Multi-Dimensional Feature Learning. Hongchang Gao, Lin Yan, Weidong Cai, Heng Huang |
| 2015 | Annotating Needles in the Haystack without Looking: Product Information Extraction from Emails. Weinan Zhang, Amr Ahmed, Jie Yang, Vanja Josifovski, Alexander J. Smola |
| 2015 | Assembler: Efficient Discovery of Spatial Co-evolving Patterns in Massive Geo-sensory Data. Chao Zhang, Yu Zheng, Xiuli Ma, Jiawei Han |
| 2015 | Automatic Entity Recognition and Typing from Massive Text Corpora: A Phrase and Network Mining Approach. Xiang Ren, Ahmed El-Kishky, Chi Wang, Jiawei Han |
| 2015 | BatchRank: A Novel Batch Mode Active Learning Framework for Hierarchical Classification. Shayok Chakraborty, Vineeth Nallure Balasubramanian, Adepu Ravi Sankar, Sethuraman Panchanathan, Jieping Ye |
| 2015 | Bayesian Poisson Tensor Factorization for Inferring Multilateral Relations from Sparse Dyadic Event Counts. Aaron Schein, John W. Paisley, David M. Blei, Hanna M. Wallach |
| 2015 | Beyond Triangles: A Distributed Framework for Estimating 3-profiles of Large Graphs. Ethan R. Elenberg, Karthikeyan Shanmugam, Michael Borokhovich, Alexandros G. Dimakis |
| 2015 | Big Data Analytics: Optimization and Randomization. Tianbao Yang, Qihang Lin, Rong Jin |
| 2015 | Big Data System for Analyzing Risky Procurement Entities. Amit Dhurandhar, Bruce Graves, Rajesh Kumar Ravi, Gopikrishnan Maniachari, Markus Ettl |
| 2015 | Building Discriminative User Profiles for Large-scale Content Recommendation. Erheng Zhong, Nathan Liu, Yue Shi, Suju Rajan |
| 2015 | COSNET: Connecting Heterogeneous Social Networks with Local and Global Consistency. Yutao Zhang, Jie Tang, Zhilin Yang, Jian Pei, Philip S. Yu |
| 2015 | Certifying and Removing Disparate Impact. Michael Feldman, Sorelle A. Friedler, John Moeller, Carlos Scheidegger, Suresh Venkatasubramanian |
| 2015 | Cinema Data Mining: The Smell of Fear. Jörg Wicker, Nicolas Krauter, Bettina Derstorff, Christof Stönner, Efstratios Bourtsoukidis, Thomas Klüpfel, Jonathan Williams, Stefan Kramer |
| 2015 | Click-through Prediction for Advertising in Twitter Timeline. Cheng Li, Yue Lu, Qiaozhu Mei, Dong Wang, Sandeep Pandey |
| 2015 | Client Clustering for Hiring Modeling in Work Marketplaces. Vasilis Verroios, Panagiotis Papadimitriou, Ramesh Johari, Hector Garcia-Molina |
| 2015 | Clouded Intelligence. Joseph Sirosh |
| 2015 | ClusType: Effective Entity Recognition and Typing by Relation Phrase-Based Clustering. Xiang Ren, Ahmed El-Kishky, Chi Wang, Fangbo Tao, Clare R. Voss, Jiawei Han |
| 2015 | Co-Clustering based Dual Prediction for Cargo Pricing Optimization. Yada Zhu, Hongxia Yang, Jingrui He |
| 2015 | Collaborative Deep Learning for Recommender Systems. Hao Wang, Naiyan Wang, Dit-Yan Yeung |
| 2015 | Collective Opinion Spam Detection: Bridging Review Networks and Metadata. Shebuti Rayana, Leman Akoglu |
| 2015 | Collective Spammer Detection in Evolving Multi-Relational Social Networks. Shobeir Fakhraei, James R. Foulds, Madhusudana V. S. Shashanka, Lise Getoor |
| 2015 | Community Detection based on Distance Dynamics. Junming Shao, Zhichao Han, Qinli Yang, Tao Zhou |
| 2015 | CoupledLP: Link Prediction in Coupled Networks. Yuxiao Dong, Jing Zhang, Jie Tang, Nitesh V. Chawla, Bai Wang |
| 2015 | Cuckoo Linear Algebra. Li Zhou, David G. Andersen, Mu Li, Alexander J. Smola |
| 2015 | Data Driven Science: SIGKDD Panel. Katharina Morik, Hugh F. Durrant-Whyte, Gary C. Hill, Dietmar Müller, Tanya Y. Berger-Wolf |
| 2015 | Data Science at Visa. Waqar Hasan, Min Wang |
| 2015 | Data Science from the Lab to the Field to the Enterprise. Christopher M. White |
| 2015 | Data, Knowledge and Discovery: Machine Learning meets Natural Science. Hugh F. Durrant-Whyte |
| 2015 | Data-Driven Activity Prediction: Algorithms, Evaluation Methodology, and Applications. Bryan David Minor, Janardhan Rao Doppa, Diane J. Cook |
| 2015 | Data-Driven Product Innovation. Xin Fu, Hernán Asorey |
| 2015 | Debiasing Crowdsourced Batches. Honglei Zhuang, Aditya G. Parameswaran, Dan Roth, Jiawei Han |
| 2015 | Deep Computational Phenotyping. Zhengping Che, David C. Kale, Wenzhe Li, Mohammad Taha Bahadori, Yan Liu |
| 2015 | Deep Graph Kernels. Pinar Yanardag, S. V. N. Vishwanathan |
| 2015 | Deep Learning Architecture with Dynamically Programmed Layers for Brain Connectome Prediction. Vivek Veeriah, Rohit Durvasula, Guo-Jun Qi |
| 2015 | Deep Model Based Transfer and Multi-Task Learning for Biological Image Analysis. Wenlu Zhang, Rongjian Li, Tao Zeng, Qian Sun, Sudhir Kumar, Jieping Ye, Shuiwang Ji |
| 2015 | Dense Subgraph Discovery: KDD 2015 tutorial. Aristides Gionis, Charalampos E. Tsourakakis |
| 2015 | Differentially Private High-Dimensional Data Publication via Sampling-Based Inference. Rui Chen, Qian Xiao, Yu Zhang, Jianliang Xu |
| 2015 | Diffusion in Social and Information Networks: Research Problems, Probabilistic Models and Machine Learning Methods. Manuel Gomez-Rodriguez, Le Song |
| 2015 | Dimensionality Reduction Via Graph Structure Learning. Qi Mao, Li Wang, Steve Goodison, Yijun Sun |
| 2015 | Dirichlet-Hawkes Processes with Applications to Clustering Continuous-Time Document Streams. Nan Du, Mehrdad Farajtabar, Amr Ahmed, Alexander J. Smola, Le Song |
| 2015 | Discerning Tactical Patterns for Professional Soccer Teams: An Enhanced Topic Model with Applications. Qing Wang, Hengshu Zhu, Wei Hu, Zhiyong Shen, Yuan Yao |
| 2015 | Discovering Collective Narratives of Theme Parks from Large Collections of Visitors' Photo Streams. Gunhee Kim, Leonid Sigal |
| 2015 | Discovering Valuable items from Massive Data. Hastagiri P. Vanchinathan, Andreas Marfurt, Charles-Antoine Robelin, Donald Kossmann, Andreas Krause |
| 2015 | Discovering and Exploiting Deterministic Label Relationships in Multi-Label Learning. Christina Papagiannopoulou, Grigorios Tsoumakas, Ioannis Tsamardinos |
| 2015 | Discovery of Glaucoma Progressive Patterns Using Hierarchical MDL-Based Clustering. Shigeru Maya, Kai Morino, Hiroshi Murata, Ryo Asaoka, Kenji Yamanishi |
| 2015 | Discovery of Meaningful Rules in Time Series. Mohammad Shokoohi-Yekta, Yanping Chen, Bilson J. L. Campana, Bing Hu, Jesin Zakaria, Eamonn J. Keogh |
| 2015 | Distributed Personalization. Xu Miao, Chun-Te Chu, Lijun Tang, Yitong Zhou, Joel Young, Anmol Bhasin |
| 2015 | Diversifying Restricted Boltzmann Machine for Document Modeling. Pengtao Xie, Yuntian Deng, Eric P. Xing |
| 2015 | Dynamic Hierarchical Classification for Patient Risk-of-Readmission. Senjuti Basu Roy, Ankur Teredesai, Kiyana Zolfaghar, Rui Liu, David Hazel, Stacey Newman, Albert Marinez |
| 2015 | Dynamic Matrix Factorization with Priors on Unknown Values. Robin Devooght, Nicolas Kourtellis, Amin Mantrach |
| 2015 | Dynamic Poisson Autoregression for Influenza-Like-Illness Case Count Prediction. Zheng Wang, Prithwish Chakraborty, Sumiko R. Mekaru, John S. Brownstein, Jieping Ye, Naren Ramakrishnan |
| 2015 | Dynamic Topic Modeling for Monitoring Market Competition from Online Text and Image Data. Hao Zhang, Gunhee Kim, Eric P. Xing |
| 2015 | Dynamically Modeling Patient's Health State from Electronic Medical Records: A Time Series Approach. Karla L. Caballero Barajas, Ram Akella |
| 2015 | E-commerce in Your Inbox: Product Recommendations at Scale. Mihajlo Grbovic, Vladan Radosavljevic, Nemanja Djuric, Narayan Bhamidipati, Jaikit Savla, Varun Bhagwan, Doug Sharp |
| 2015 | Early Identification of Violent Criminal Gang Members. Elham Shaabani, Ashkan Aleali, Paulo Shakarian, John Bertetto |
| 2015 | Early Prediction of Cardiac Arrest (Code Blue) using Electronic Medical Records. Sriram Somanchi, Samrachana Adhikari, Allen Lin, Elena Eneva, Rayid Ghani |
| 2015 | Edge-Weighted Personalized PageRank: Breaking A Decade-Old Performance Barrier. Wenlei Xie, David Bindel, Alan J. Demers, Johannes Gehrke |
| 2015 | Effective Audience Extension in Online Advertising. Jianqiang Shen, Sahin Cem Geyik, Ali Dasdan |
| 2015 | Efficient Algorithms for Public-Private Social Networks. Flavio Chierichetti, Alessandro Epasto, Ravi Kumar, Silvio Lattanzi, Vahab S. Mirrokni |
| 2015 | Efficient Latent Link Recommendation in Signed Networks. Dongjin Song, David A. Meyer, Dacheng Tao |
| 2015 | Efficient Long-Term Degradation Profiling in Time Series for Complex Physical Systems. Liudmila Ulanova, Tan Yan, Haifeng Chen, Guofei Jiang, Eamonn J. Keogh, Kai Zhang |
| 2015 | Efficient Online Evaluation of Big Data Stream Classifiers. Albert Bifet, Gianmarco De Francisci Morales, Jesse Read, Geoff Holmes, Bernhard Pfahringer |
| 2015 | Efficient PageRank Tracking in Evolving Networks. Naoto Ohsaka, Takanori Maehara, Ken-ichi Kawarabayashi |
| 2015 | Entity Matching across Heterogeneous Sources. Yang Yang, Yizhou Sun, Jie Tang, Bo Ma, Juan-Zi Li |
| 2015 | Estimating Local Intrinsic Dimensionality. Laurent Amsaleg, Oussama Chelly, Teddy Furon, Stéphane Girard, Michael E. Houle, Ken-ichi Kawarabayashi, Michael Nett |
| 2015 | Exploiting Data Mining for Authenticity Assessment and Protection of High-Quality Italian Wines from Piedmont. Marco Arlorio, Jean Daniel Coïsson, Giorgio Leonardi, Monica Locatelli, Luigi Portinale |
| 2015 | Exploiting Relevance Feedback in Knowledge Graph Search. Yu Su, Shengqi Yang, Huan Sun, Mudhakar Srivatsa, Sue Kase, Michelle Vanni, Xifeng Yan |
| 2015 | Extreme States Distribution Decomposition Method for Search Engine Online Evaluation. Kirill Nikolaev, Alexey Drutsa, Ekaterina Gladkikh, Alexander Ulianov, Gleb Gusev, Pavel Serdyukov |
| 2015 | Facets: Fast Comprehensive Mining of Coevolving High-order Time Series. Yongjie Cai, Hanghang Tong, Wei Fan, Ping Ji, Qing He |
| 2015 | FaitCrowd: Fine Grained Truth Discovery for Crowdsourced Data Aggregation. Fenglong Ma, Yaliang Li, Qi Li, Minghui Qiu, Jing Gao, Shi Zhi, Lu Su, Bo Zhao, Heng Ji, Jiawei Han |
| 2015 | Fast and Memory-Efficient Significant Pattern Mining via Permutation Testing. Felipe Llinares-López, Mahito Sugiyama, Laetitia Papaxanthos, Karsten M. Borgwardt |
| 2015 | Fast and Robust Parallel SGD Matrix Factorization. Jinoh Oh, Wook-Shin Han, Hwanjo Yu, Xiaoqian Jiang |
| 2015 | Flexible and Robust Multi-Network Clustering. Jingchao Ni, Hanghang Tong, Wei Fan, Xiang Zhang |
| 2015 | Focusing on the Long-term: It's Good for Users and Business. Henning Hohnhold, Deirdre O'Brien, Diane Tang |
| 2015 | Forecasting Fine-Grained Air Quality Based on Big Data. Yu Zheng, Xiuwen Yi, Ming Li, Ruiyuan Li, Zhangqing Shan, Eric Chang, Tianrui Li |
| 2015 | FrauDetector: A Graph-Mining-based Framework for Fraudulent Phone Call Detection. Vincent S. Tseng, Jia-Ching Ying, Che-Wei Huang, Yimin Kao, Kuan-Ta Chen |
| 2015 | From Group to Individual Labels Using Deep Features. Dimitrios Kotzias, Misha Denil, Nando de Freitas, Padhraic Smyth |
| 2015 | From Infrastructure to Culture: A/B Testing Challenges in Large Scale Social Networks. Ya Xu, Nanyu Chen, Addrian Fernandez, Omar Sinno, Anmol Bhasin |
| 2015 | Gas Concentration Reconstruction for Coal-Fired Boilers Using Gaussian Process. Chao Yuan, Matthias Behmann, Bernhard Meerbeck |
| 2015 | Gender and Interest Targeting for Sponsored Post Advertising at Tumblr. Mihajlo Grbovic, Vladan Radosavljevic, Nemanja Djuric, Narayan Bhamidipati, Ananth Nagarajan |
| 2015 | Generic and Scalable Framework for Automated Time-series Anomaly Detection. Nikolay Laptev, Saeed Amizadeh, Ian Flint |
| 2015 | Geo-SAGE: A Geographical Sparse Additive Generative Model for Spatial Item Recommendation. Weiqing Wang, Hongzhi Yin, Ling Chen, Yizhou Sun, Shazia Sadiq, Xiaofang Zhou |
| 2015 | Going In-Depth: Finding Longform on the Web. Virginia Smith, Miriam Connor, Isabelle Stanton |
| 2015 | Graph Query Reformulation with Diversity. Davide Mottin, Francesco Bonchi, Francesco Gullo |
| 2015 | Graph-Based User Behavior Modeling: From Prediction to Fraud Detection. Alex Beutel, Leman Akoglu, Christos Faloutsos |
| 2015 | Hadoop's Impact on the Future of Data Management. Amr Awadallah |
| 2015 | Heterogeneous Network Embedding via Deep Architectures. Shiyu Chang, Wei Han, Jiliang Tang, Guo-Jun Qi, Charu C. Aggarwal, Thomas S. Huang |
| 2015 | Hierarchical Graph-Coupled HMMs for Heterogeneous Personalized Health Data. Kai Fan, Marisa C. Eisenberg, Alison Walsh, Allison Aiello, Katherine A. Heller |
| 2015 | How Artificial Intelligence and Big Data Created Rocket Fuel: A Case Study. George John |
| 2015 | Improved Bounds on the Dot Product under Random Projection and Random Sign Projection. Ata Kabán |
| 2015 | Incorporating World Knowledge to Document Clustering via Heterogeneous Information Networks. Chenguang Wang, Yangqiu Song, Ahmed El-Kishky, Dan Roth, Ming Zhang, Jiawei Han |
| 2015 | Inferring Air Quality for Station Location Recommendation Based on Urban Big Data. Hsun-Ping Hsieh, Shou-De Lin, Yu Zheng |
| 2015 | Inferring Networks of Substitutable and Complementary Products. Julian J. McAuley, Rahul Pandey, Jure Leskovec |
| 2015 | Influence at Scale: Distributed Computation of Complex Contagion in Networks. Brendan Lucier, Joel Oren, Yaron Singer |
| 2015 | Inside Jokes: Identifying Humorous Cartoon Captions. Dafna Shahaf, Eric Horvitz, Robert Mankoff |
| 2015 | Instance Weighting for Patient-Specific Risk Stratification Models. Jen J. Gong, Thoralf M. Sundt, James D. Rawn, John V. Guttag |
| 2015 | Integrating Vertex-centric Clustering with Edge-centric Clustering for Meta Path Graph Analysis. Yang Zhou, Ling Liu, David Buttler |
| 2015 | Intelligible Models for HealthCare: Predicting Pneumonia Risk and Hospital 30-day Readmission. Rich Caruana, Yin Lou, Johannes Gehrke, Paul Koch, Marc Sturm, Noemie Elhadad |
| 2015 | Interpreting Advertiser Intent in Sponsored Search. Bhanu Chandra Vattikonda, Santhosh Kodipaka, Hongyan Zhou, Vacha Dave, Saikat Guha, Alex C. Snoeren |
| 2015 | LINKAGE: An Approach for Comprehensive Risk Prediction for Care Management. Zhaonan Sun, Fei Wang, Jianying Hu |
| 2015 | Large Scale Distributed Data Science using Apache Spark. James G. Shanahan, Liang Dai |
| 2015 | Large-Scale Distributed Bayesian Matrix Factorization using Stochastic Gradient MCMC. Sungjin Ahn, Anoop Korattikara, Nathan Liu, Suju Rajan, Max Welling |
| 2015 | Learning Tree Structure in Multi-Task Learning. Lei Han, Yu Zhang |
| 2015 | Learning a Hierarchical Monitoring System for Detecting and Diagnosing Service Issues. Vinod Nair, Ameya Raul, Shwetabh Khanduja, Vikas Bahirwani, Sundararajan Sellamanickam, S. Sathiya Keerthi, Steve Herbert, Sudheer Dhulipalla |
| 2015 | Learning with Similarity Functions on Graphs using Matchings of Geometric Embeddings. Fredrik D. Johansson, Devdatt P. Dubhashi |
| 2015 | Leveraging Knowledge Bases for Contextual Entity Exploration. Joonseok Lee, Ariel Fuxman, Bo Zhao, Yuanhua Lv |
| 2015 | Leveraging Social Context for Modeling Topic Evolution. Janani Kalyanam, Amin Mantrach, Diego Sáez-Trumper, Hossein Vahabi, Gert R. G. Lanckriet |
| 2015 | Life-stage Prediction for Product Recommendation in E-commerce. Peng Jiang, Yadong Zhu, Yi Zhang, Quan Yuan |
| 2015 | Linear Time Samplers for Supervised Topic Models using Compositional Proposals. Xun Zheng, Yaoliang Yu, Eric P. Xing |
| 2015 | Locally Densest Subgraph Discovery. Lu Qin, Rong-Hua Li, Lijun Chang, Chengqi Zhang |
| 2015 | Longitudinal LASSO: Jointly Learning Features and Temporal Contingency for Outcome Prediction. Tingyang Xu, Jiangwen Sun, Jinbo Bi |
| 2015 | L∞ Error and Bandwidth Selection for Kernel Density Estimates of Large Data. Yan Zheng, Jeff M. Phillips |
| 2015 | MASCOT: Memory-efficient and Accurate Sampling for Counting Local Triangles in Graph Streams. Yongsub Lim, U Kang |
| 2015 | MOOCS: What Have We Learned? Daphne Koller |
| 2015 | Machine Learning and Causal Inference for Policy Evaluation. Susan Athey |
| 2015 | Matrix Completion with Queries. Natali Ruchansky, Mark Crovella, Evimaria Terzi |
| 2015 | Maximum Likelihood Postprocessing for Differential Privacy under Consistency Constraints. Jaewoo Lee, Yue Wang, Daniel Kifer |
| 2015 | Measuring Causal Impact of Online Actions via Natural Experiments: Application to Display Advertising. Daniel N. Hill, Robert Moakler, Alan E. Hubbard, Vadim Tsemekhman, Foster J. Provost, Kiril Tsemekhman |
| 2015 | Medical Mining: KDD 2015 Tutorial. Myra Spiliopoulou, Pedro Pereira Rodrigues, Ernestina Menasalvas Ruiz |
| 2015 | Mining Administrative Data to Spur Urban Revitalization. Ben Green, Alejandra Caro, Matthew Conway, Robert Manduca, Tom Plagge, Abby Miller |
| 2015 | Mining Frequent Itemsets through Progressive Sampling with Rademacher Averages. Matteo Riondato, Eli Upfal |
| 2015 | Mining for Causal Relationships: A Data-Driven Study of the Islamic State. Andrew Stanton, Amanda Thart, Ashish Jain, Priyank Vyas, Arpan Chatterjee, Paulo Shakarian |
| 2015 | Model Multiple Heterogeneity via Hierarchical Multi-Latent Space Learning. Pei Yang, Jingrui He |
| 2015 | Modeling Truth Existence in Truth Discovery. Shi Zhi, Bo Zhao, Wenzhu Tong, Jing Gao, Dian Yu, Heng Ji, Jiawei Han |
| 2015 | Modeling User Mobility for Location Promotion in Location-based Social Networks. Wen-Yuan Zhu, Wen-Chih Peng, Ling-Jyh Chen, Kai Zheng, Xiaofang Zhou |
| 2015 | Monitoring Least Squares Models of Distributed Streams. Moshe Gabel, Daniel Keren, Assaf Schuster |
| 2015 | More Constraints, Smaller Coresets: Constrained Matrix Approximation of Sparse Big Data. Dan Feldman, Tamir Tassa |
| 2015 | Multi-Task Learning for Spatio-Temporal Event Forecasting. Liang Zhao, Qian Sun, Jieping Ye, Feng Chen, Chang-Tien Lu, Naren Ramakrishnan |
| 2015 | Multi-View Incident Ticket Clustering for Optimal Ticket Dispatching. Mirela Madalina Botezatu, Jasmina Bogojeska, Ioana Giurgiu, Hagen Völzer, Dorothea Wiesmann |
| 2015 | Network Lasso: Clustering and Optimization in Large Graphs. David Hallac, Jure Leskovec, Stephen P. Boyd |
| 2015 | Non-exhaustive, Overlapping Clustering via Low-Rank Semidefinite Programming. Yangyang Hou, Joyce Jiyoung Whang, David F. Gleich, Inderjit S. Dhillon |
| 2015 | Non-transitive Hashing with Latent Similarity Components. Mingdong Ou, Peng Cui, Fei Wang, Jun Wang, Wenwu Zhu |
| 2015 | On Estimating the Swapping Rate for Categorical Data. Daniel Kifer |
| 2015 | On the Discovery of Evolving Truth. Yaliang Li, Qi Li, Jing Gao, Lu Su, Bo Zhao, Wei Fan, Jiawei Han |
| 2015 | On the Formation of Circles in Co-authorship Networks. Tanmoy Chakraborty, Sikhar Patranabis, Pawan Goyal, Animesh Mukherjee |
| 2015 | On the Reliability of Profile Matching Across Large Online Social Networks. Oana Goga, Patrick Loiseau, Robin Sommer, Renata Teixeira, Krishna P. Gummadi |
| 2015 | One-Pass Ranking Models for Low-Latency Product Recommendations. Antonino Freno, Martin Saveski, Rodolphe Jenatton, Cédric Archambeau |
| 2015 | Online Controlled Experiments: Lessons from Running A/B/n Tests for 12 Years. Ron Kohavi |
| 2015 | Online Influence Maximization. Siyu Lei, Silviu Maniu, Luyi Mo, Reynold Cheng, Pierre Senellart |
| 2015 | Online Outlier Exploration Over Large Datasets. Lei Cao, Mingrui Wei, Di Yang, Elke A. Rundensteiner |
| 2015 | Online Topic-based Social Influence Analysis for the Wimbledon Championships. Varun R. Embar, Indrajit Bhattacharya, Vinayaka Pandit, Roman Vaculín |
| 2015 | Optimal Action Extraction for Random Forests and Boosted Trees. Zhicheng Cui, Wenlin Chen, Yujie He, Yixin Chen |
| 2015 | Optimal Kernel Group Transformation for Exploratory Regression Analysis and Graphics. Pan Chao, Qiming Huang, Michael Zhu |
| 2015 | Optimizing Marketing Impact through Data Driven Decisioning. Anil Kamath |
| 2015 | Organizational Chart Inference. Jiawei Zhang, Philip S. Yu, Yuanhua Lv |
| 2015 | PTE: Predictive Text Embedding through Large-scale Heterogeneous Text Networks. Jian Tang, Meng Qu, Qiaozhu Mei |
| 2015 | Panther: Fast Top-k Similarity Search on Large Networks. Jing Zhang, Jie Tang, Cong Ma, Hanghang Tong, Yu Jing, Juanzi Li |
| 2015 | Performance Modeling and Scalability Optimization of Distributed Deep Learning Systems. Feng Yan, Olatunji Ruwase, Yuxiong He, Trishul M. Chilimbi |
| 2015 | Personalizing LinkedIn Feed. Deepak Agarwal, Bee-Chung Chen, Qi He, Zhenhao Hua, Guy Lebanon, Yiming Ma, Pannagadatta Shivaswamy, Hsiao-Ping Tseng, Jaewon Yang, Liang Zhang |
| 2015 | Petuum: A New Platform for Distributed Machine Learning on Big Data. Eric P. Xing, Qirong Ho, Wei Dai, Jin Kyu Kim, Jinliang Wei, Seunghak Lee, Xun Zheng, Pengtao Xie, Abhimanu Kumar, Yaoliang Yu |
| 2015 | Portraying Collective Spatial Attention in Twitter. Émilien Antoine, Adam Jatowt, Shoko Wakamiya, Yukiko Kawai, Toyokazu Akiyama |
| 2015 | Powering Real-time Decision Engines in Finance and Healthcare using Open Source Software. Bassel Ojjeh |
| 2015 | Predicting Ambulance Demand: a Spatio-Temporal Kernel Approach. Zhengyi Zhou, David S. Matteson |
| 2015 | Predicting Future Scientific Discoveries Based on a Networked Analysis of the Past Literature. Meenakshi Nagarajan, Angela D. Wilkins, Benjamin J. Bachman, Ilya B. Novikov, Shenghua Bao, Peter J. Haas, María E. Terrón-Díaz, Sumit Bhatia, Anbu K. Adikesavan, Jacques J. Labrie, Sam Regenbogen, Christie M. Buchovecky, Curtis R. Pickering, Linda Kato, Andreas Martin Lisewski, Ana Lelescu, Houyin Zhang, Stephen Boyer, Griff Weber, Ying Chen, Lawrence A. Donehower, W. Scott Spangler, Olivier Lichtarge |
| 2015 | Predicting Serves in Tennis using Style Priors. Xinyu Wei, Patrick Lucey, Stuart Morgan, Peter Carr, Machar Reid, Sridha Sridharan |
| 2015 | Predicting Voice Elicited Emotions. Ying Li, Jose D. Contreras, Luis J. Salazar |
| 2015 | Predicting Winning Price in Real Time Bidding with Censored Data. Wush Chi-Hsuan Wu, Mi-Yen Yeh, Ming-Syan Chen |
| 2015 | Predictive Approaches for Low-Cost Preventive Medicine Program in Developing Countries. Yukino Baba, Hisashi Kashima, Yasunobu Nohara, Eiko Kai, Partha Pratim Ghosh, Rafiqul Islam Maruf, Ashir Ahmed, Masahiro Kuroda, Sozo Inoue, Tatsuo Hiramatsu, Michio Kimura, Shuji Shimizu, Kunihisa Kobayashi, Koji Tsuda, Masashi Sugiyama, Mathieu Blondel, Naonori Ueda, Masaru Kitsuregawa, Naoki Nakashima |
| 2015 | Predictive Modeling for Public Health: Preventing Childhood Lead Poisoning. Eric Potash, Joe Brew, Alexander Loewi, Subhabrata Majumdar, Andrew Reece, Joe Walsh, Eric Rozier, Emile Jorgenson, Raed Mansour, Rayid Ghani |
| 2015 | Probabilistic Community and Role Model for Social Networks. Yu Han, Jie Tang |
| 2015 | Probabilistic Graphical Models of Dyslexia. Yair Lakretz, Gal Chechik, Naama Friedmann, Michal Rosen-Zvi |
| 2015 | Probabilistic Modeling of a Sales Funnel to Prioritize Leads. Brendan Andrew Duncan, Charles Peter Elkan |
| 2015 | Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Sydney, NSW, Australia, August 10-13, 2015 Longbing Cao, Chengqi Zhang, Thorsten Joachims, Geoffrey I. Webb, Dragos D. Margineantu, Graham Williams |
| 2015 | Promoting Positive Post-Click Experience for In-Stream Yahoo Gemini Users. Mounia Lalmas, Janette Lehmann, Guy Shaked, Fabrizio Silvestri, Gabriele Tolomei |
| 2015 | Proof Protocol for a Machine Learning Technique Making Longitudinal Predictions in Dynamic Contexts. Kevin B. Pratt |
| 2015 | Query Workloads for Data Series Indexes. Kostas Zoumpatianos, Yin Lou, Themis Palpanas, Johannes Gehrke |
| 2015 | Quick Sensitivity Analysis for Incremental Data Modification and Its Application to Leave-one-out CV in Linear Classification Problems. Shota Okumura, Yoshiki Suzuki, Ichiro Takeuchi |
| 2015 | RSC: Mining and Modeling Temporal Activity in Social Media. Alceu Ferraz Costa, Yuto Yamaguchi, Agma Juci Machado Traina, Caetano Traina Jr., Christos Faloutsos |
| 2015 | Real Estate Ranking via Mixed Land-use Latent Models. Yanjie Fu, Guannan Liu, Spiros Papadimitriou, Hui Xiong, Yong Ge, Hengshu Zhu, Chen Zhu |
| 2015 | Real Time Recommendations from Connoisseurs. Noriaki Kawamae |
| 2015 | Real-Time Bid Prediction using Thompson Sampling-Based Expert Selection. Elena Ikonomovska, Sina Jafarpour, Ali Dasdan |
| 2015 | Real-Time Top-R Topic Detection on Twitter with Topic Hijack Filtering. Kohei Hayashi, Takanori Maehara, Masashi Toyoda, Ken-ichi Kawarabayashi |
| 2015 | Reciprocity in Social Networks with Capacity Constraints. Bo Jiang, Zhi-Li Zhang, Don Towsley |
| 2015 | Reconstructing Textual Documents from n-grams. Matthias Gallé, Matías Tealdi |
| 2015 | Reducing the Unlabeled Sample Complexity of Semi-Supervised Multi-View Learning. Chao Lan, Jun Huan |
| 2015 | Regularity and Conformity: Location Prediction Using Heterogeneous Mobility Data. Yingzi Wang, Nicholas Jing Yuan, Defu Lian, Linli Xu, Xing Xie, Enhong Chen, Yong Rui |
| 2015 | Robust Treecode Approximation for Kernel Machines. William B. March, Bo Xiao, Sameer Tharakan, Chenhan D. Yu, George Biros |
| 2015 | Rubik: Knowledge Guided Tensor Factorization and Completion for Health Data Analytics. Yichen Wang, Robert Chen, Joydeep Ghosh, Joshua C. Denny, Abel N. Kho, You Chen, Bradley A. Malin, Jimeng Sun |
| 2015 | SAME but Different: Fast and High Quality Gibbs Parameter Estimation. Huasha Zhao, Biye Jiang, John F. Canny, Bobby Jaros |
| 2015 | SCRAM: A Sharing Considered Route Assignment Mechanism for Fair Taxi Route Recommendations. Shiyou Qian, Jian Cao, Frédéric Le Mouël, Issam Sahel, Minglu Li |
| 2015 | SEISMIC: A Self-Exciting Point Process Model for Predicting Tweet Popularity. Qingyuan Zhao, Murat A. Erdogdu, Hera Y. He, Anand Rajaraman, Jure Leskovec |
| 2015 | Scalable Blocking for Privacy Preserving Record Linkage. Alexandros Karakasidis, Georgia Koloniari, Vassilios S. Verykios |
| 2015 | Scalable Large Near-Clique Detection in Large-Scale Networks via Sampling. Michael Mitzenmacher, Jakub Pachocki, Richard Peng, Charalampos E. Tsourakakis, Shen Chen Xu |
| 2015 | Scalable Machine Learning Approaches for Neighborhood Classification Using Very High Resolution Remote Sensing Imagery. Manu Sethi, Yupeng Yan, Anand Rangarajan, Ranga Raju Vatsavai, Sanjay Ranka |
| 2015 | Scaling Machine Learning and Statistics for Web Applications. Deepak Agarwal |
| 2015 | Scaling Up Stochastic Dual Coordinate Ascent. Kenneth Tran, Saghar Hosseini, Lin Xiao, Thomas Finley, Mikhail Bilenko |
| 2015 | Selective Hashing: Closing the Gap between Radius Search and k-NN Search. Jinyang Gao, H. V. Jagadish, Beng Chin Ooi, Sheng Wang |
| 2015 | Set Cover at Web Scale. Stergios Stergiou, Kostas Tsioutsiouliklis |
| 2015 | Should You Trust Your Money to a Robot? Vasant Dhar |
| 2015 | Simultaneous Discovery of Common and Discriminative Topics via Joint Nonnegative Matrix Factorization. Hannah Kim, Jaegul Choo, Jingu Kim, Chandan K. Reddy, Haesun Park |
| 2015 | Simultaneous Modeling of Multiple Diseases for Mortality Prediction in Acute Hospital Care. Nozomi Nori, Hisashi Kashima, Kazuto Yamashita, Hiroshi Ikai, Yuichi Imanaka |
| 2015 | Smart Pacing for Effective Online Ad Campaign Optimization. Jian Xu, Kuang-Chih Lee, Wentong Li, Hang Qi, Quan Lu |
| 2015 | Social Media Anomaly Detection: Challenges and Solutions. Yan Liu, Sanjay Chawla |
| 2015 | Spectral Ensemble Clustering. Hongfu Liu, Tongliang Liu, Junjie Wu, Dacheng Tao, Yun Fu |
| 2015 | Spoken English Grading: Machine Learning with Crowd Intelligence. Vinay Shashidhar, Nishant Pandey, Varun Aggarwal |
| 2015 | State-Driven Dynamic Sensor Selection and Prediction with State-Stacked Sparseness. Guo-Jun Qi, Charu C. Aggarwal, Deepak S. Turaga, Daby M. Sow, Phil Anno |
| 2015 | Statistical Arbitrage Mining for Display Advertising. Weinan Zhang, Jun Wang |
| 2015 | Stochastic Divergence Minimization for Online Collapsed Variational Bayes Zero Inference of Latent Dirichlet Allocation. Issei Sato, Hiroshi Nakagawa |
| 2015 | Stock Constrained Recommendation in Tmall. Wenliang Zhong, Rong Jin, Cheng Yang, Xiaowei Yan, Qi Zhang, Qiang Li |
| 2015 | Stream Sampling for Frequency Cap Statistics. Edith Cohen |
| 2015 | Structural Graphical Lasso for Learning Mouse Brain Connectivity. Sen Yang, Qian Sun, Shuiwang Ji, Peter Wonka, Ian Davidson, Jieping Ye |
| 2015 | Structured Hedging for Resource Allocations with Leverage. Nicholas Johnson, Arindam Banerjee |
| 2015 | Subspace Clustering Using Log-determinant Rank Approximation. Chong Peng, Zhao Kang, Huiqing Li, Qiang Cheng |
| 2015 | TOPTRAC: Topical Trajectory Pattern Mining. Younghoon Kim, Jiawei Han, Cangzhou Yuan |
| 2015 | Temporal Phenotyping from Longitudinal Electronic Health Records: A Graph Based Framework. Chuanren Liu, Fei Wang, Jianying Hu, Hui Xiong |
| 2015 | The Child is Father of the Man: Foresee the Success at the Early Stage. Liangyue Li, Hanghang Tong |
| 2015 | The Effectiveness of Marketing Strategies in Social Media: Evidence from Promotional Events. Panagiotis Adamopoulos, Vilma Todri |
| 2015 | TimeCrunch: Interpretable Dynamic Graph Summarization. Neil Shah, Danai Koutra, Tianmin Zou, Brian Gallagher, Christos Faloutsos |
| 2015 | TimeMachine: Timeline Generation for Knowledge-Base Entities. Tim Althoff, Xin Luna Dong, Kevin Murphy, Safa Alai, Van Dang, Wei Zhang |
| 2015 | Tornado Forecasting with Multiple Markov Boundaries. Kui Yu, Dawei Wang, Wei Ding, Jian Pei, David L. Small, Shafiqul Islam, Xindong Wu |
| 2015 | Towards Decision Support and Goal Achievement: Identifying Action-Outcome Relationships From Social Media. Emre Kiciman, Matthew Richardson |
| 2015 | Towards Interactive Construction of Topical Hierarchy: A Recursive Tensor Decomposition Approach. Chi Wang, Xueqing Liu, Yanglei Song, Jiawei Han |
| 2015 | Trading Interpretability for Accuracy: Oblique Treed Sparse Additive Models. Jialei Wang, Ryohei Fujimaki, Yosuke Motohashi |
| 2015 | Traffic Measurement and Route Recommendation System for Mass Rapid Transit (MRT). Thomas Holleczek, Dang The Anh, Shanyang Yin, Yunye Jin, Spiros Antonatos, Han Leong Goh, Samantha Low, Amy Shi Nash |
| 2015 | Transfer Learning for Bilingual Content Classification. Qian Sun, Mohammad Shafkat Amin, Baoshi Yan, Craig Martell, Vita Markman, Anmol Bhasin, Jieping Ye |
| 2015 | Transitive Transfer Learning. Ben Tan, Yangqiu Song, Erheng Zhong, Qiang Yang |
| 2015 | Turn Waste into Wealth: On Simultaneous Clustering and Cleaning over Dirty Data. Shaoxu Song, Chunping Li, Xiaoquan Zhang |
| 2015 | Unified and Contrasting Cuts in Multiple Graphs: Application to Medical Imaging Segmentation. Chia-Tung Kuo, Xiang Wang, Peter B. Walker, Owen T. Carmichael, Jieping Ye, Ian Davidson |
| 2015 | Unsupervised Feature Selection with Adaptive Structure Learning. Liang Du, Yi-Dong Shen |
| 2015 | User Conditional Hashtag Prediction for Images. Emily Denton, Jason Weston, Manohar Paluri, Lubomir D. Bourdev, Rob Fergus |
| 2015 | User Modeling in Telecommunications and Internet Industry. Qiang Yang |
| 2015 | Using Local Spectral Methods to Robustify Graph-Based Learning Algorithms. David F. Gleich, Michael W. Mahoney |
| 2015 | Utilizing Text Mining on Online Medical Forums to Predict Label Change due to Adverse Drug Reactions. Ronen Feldman, Oded Netzer, Aviv Peretz, Binyamin Rosenfeld |
| 2015 | VC-Dimension and Rademacher Averages: From Statistical Learning Theory to Sampling Algorithms. Matteo Riondato, Eli Upfal |
| 2015 | VEWS: A Wikipedia Vandal Early Warning System. Srijan Kumar, Francesca Spezzano, V. S. Subrahmanian |
| 2015 | Virus Propagation in Multiple Profile Networks. Angeliki Rapti, Spyros Sioutas, Kostas Tsichlas, Giannis Tzimas |
| 2015 | Visual Search at Pinterest. Yushi Jing, David C. Liu, Dmitry Kislyuk, Andrew Zhai, Jiajing Xu, Jeff Donahue, Sarah Tavel |
| 2015 | Voltage Correlations in Smart Meter Data. Rajendu Mitra, Ramachandra Kota, Sambaran Bandyopadhyay, Vijay Arya, Brian Sullivan, Richard Mueller, Heather Storey, Gerard Labut |
| 2015 | Warm Start for Parameter Selection of Linear Classifiers. Bo-Yu Chu, Chia-Hua Ho, Cheng-Hao Tsai, Chieh-Yen Lin, Chih-Jen Lin |
| 2015 | Web Personalization and Recommender Systems. Shlomo Berkovsky, Jill Freyne |
| 2015 | Website Optimization Problem and Its Solutions. Shuhei Iitsuka, Yutaka Matsuo |
| 2015 | When-To-Post on Social Networks. Nemanja Spasojevic, Zhisheng Li, Adithya Rao, Prantik Bhattacharyya |
| 2015 | Whither Social Networks for Web Search? Rakesh Agrawal, Behzad Golshan, Evangelos E. Papalexakis |
| 2015 | Who Supported Obama in 2012?: Ecological Inference through Distribution Regression. Seth R. Flaxman, Yu-Xiang Wang, Alexander J. Smola |
| 2015 | Why It Happened: Identifying and Modeling the Reasons of the Happening of Social Events. Yu Rong, Hong Cheng, Zhiyu Mo |