kdd2015.md

KDD2015 Paper List

论文	作者	组织	摘要	翻译	代码	引用数
Collaborative Deep Learning for Recommender Systems	Hao Wang, Naiyan Wang, DitYan Yeung				code	875
Intelligible Models for HealthCare: Predicting Pneumonia Risk and Hospital 30-day Readmission	Rich Caruana, Yin Lou, Johannes Gehrke, Paul Koch, Marc Sturm, Noemie Elhadad				code	585
Certifying and Removing Disparate Impact	Michael Feldman, Sorelle A. Friedler, John Moeller, Carlos Scheidegger, Suresh Venkatasubramanian				code	542
PTE: Predictive Text Embedding through Large-scale Heterogeneous Text Networks	Jian Tang, Meng Qu, Qiaozhu Mei				code	434
Deep Graph Kernels	Pinar Yanardag, S. V. N. Vishwanathan				code	373
Inferring Networks of Substitutable and Complementary Products	Julian J. McAuley, Rahul Pandey, Jure Leskovec				code	339
Heterogeneous Network Embedding via Deep Architectures	Shiyu Chang, Wei Han, Jiliang Tang, GuoJun Qi, Charu C. Aggarwal, Thomas S. Huang				code	309
SEISMIC: A Self-Exciting Point Process Model for Predicting Tweet Popularity	Qingyuan Zhao, Murat A. Erdogdu, Hera Y. He, Anand Rajaraman, Jure Leskovec				code	303
Collective Opinion Spam Detection: Bridging Review Networks and Metadata	Shebuti Rayana, Leman Akoglu				code	251
Generic and Scalable Framework for Automated Time-series Anomaly Detection	Nikolay Laptev, Saeed Amizadeh, Ian Flint				code	216
Forecasting Fine-Grained Air Quality Based on Big Data	Yu Zheng, Xiuwen Yi, Ming Li, Ruiyuan Li, Zhangqing Shan, Eric Chang, Tianrui Li				code	194
COSNET: Connecting Heterogeneous Social Networks with Local and Global Consistency	Yutao Zhang, Jie Tang, Zhilin Yang, Jian Pei, Philip S. Yu				code	175
E-commerce in Your Inbox: Product Recommendations at Scale	Mihajlo Grbovic, Vladan Radosavljevic, Nemanja Djuric, Narayan Bhamidipati, Jaikit Savla, Varun Bhagwan, Doug Sharp				code	153
From Group to Individual Labels Using Deep Features	Dimitrios Kotzias, Misha Denil, Nando de Freitas, Padhraic Smyth				code	133
Deep Computational Phenotyping	Zhengping Che, David C. Kale, Wenzhe Li, Mohammad Taha Bahadori, Yan Liu				code	124
A Deep Hybrid Model for Weather Forecasting	Aditya Grover, Ashish Kapoor, Eric Horvitz				code	123
Network Lasso: Clustering and Optimization in Large Graphs	David Hallac, Jure Leskovec, Stephen P. Boyd				code	120
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				code	116
Large Scale Distributed Data Science using Apache Spark	James G. Shanahan, Liang Dai				code	104
Community Detection based on Distance Dynamics	Junming Shao, Zhichao Han, Qinli Yang, Tao Zhou				code	103
Geo-SAGE: A Geographical Sparse Additive Generative Model for Spatial Item Recommendation	Weiqing Wang, Hongzhi Yin, Ling Chen, Yizhou Sun, Shazia Wasim Sadiq, Xiaofang Zhou				code	98
Inferring Air Quality for Station Location Recommendation Based on Urban Big Data	HsunPing Hsieh, ShouDe Lin, Yu Zheng				code	97
Unsupervised Feature Selection with Adaptive Structure Learning	Liang Du, YiDong Shen				code	97
Differentially Private High-Dimensional Data Publication via Sampling-Based Inference	Rui Chen, Qian Xiao, Yu Zhang, Jianliang Xu				code	93
Regularity and Conformity: Location Prediction Using Heterogeneous Mobility Data	Yingzi Wang, Nicholas Jing Yuan, Defu Lian, Linli Xu, Xing Xie, Enhong Chen, Yong Rui				code	93
From Infrastructure to Culture: A/B Testing Challenges in Large Scale Social Networks	Ya Xu, Nanyu Chen, Addrian Fernandez, Omar Sinno, Anmol Bhasin				code	89
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				code	88
On the Discovery of Evolving Truth	Yaliang Li, Qi Li, Jing Gao, Lu Su, Bo Zhao, Wei Fan, Jiawei Han				code	87
Temporal Phenotyping from Longitudinal Electronic Health Records: A Graph Based Framework	Chuanren Liu, Fei Wang, Jianying Hu, Hui Xiong				code	86
Multi-Task Learning for Spatio-Temporal Event Forecasting	Liang Zhao, Qian Sun, Jieping Ye, Feng Chen, ChangTien Lu, Naren Ramakrishnan				code	86
TimeCrunch: Interpretable Dynamic Graph Summarization	Neil Shah, Danai Koutra, Tianmin Zou, Brian Gallagher, Christos Faloutsos				code	84
Efficient Online Evaluation of Big Data Stream Classifiers	Albert Bifet, Gianmarco De Francisci Morales, Jesse Read, Geoff Holmes, Bernhard Pfahringer				code	82
Online Influence Maximization	Siyu Lei, Silviu Maniu, Luyi Mo, Reynold Cheng, Pierre Senellart				code	78
On the Reliability of Profile Matching Across Large Online Social Networks	Oana Goga, Patrick Loiseau, Robin Sommer, Renata Teixeira, Krishna P. Gummadi				code	77
Dirichlet-Hawkes Processes with Applications to Clustering Continuous-Time Document Streams	Nan Du, Mehrdad Farajtabar, Amr Ahmed, Alexander J. Smola, Le Song				code	77
Transitive Transfer Learning	Ben Tan, Yangqiu Song, Erheng Zhong, Qiang Yang				code	77
Spectral Ensemble Clustering	Hongfu Liu, Tongliang Liu, Junjie Wu, Dacheng Tao, Yun Fu				code	76
Visual Search at Pinterest	Yushi Jing, David C. Liu, Dmitry Kislyuk, Andrew Zhai, Jiajing Xu, Jeff Donahue, Sarah Tavel				code	75
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				code	70
Scalable Large Near-Clique Detection in Large-Scale Networks via Sampling	Michael Mitzenmacher, Jakub Pachocki, Richard Peng, Charalampos E. Tsourakakis, Shen Chen Xu				code	65
Focusing on the Long-term: It's Good for Users and Business	Henning Hohnhold, Deirdre O'Brien, Diane Tang				code	64
A Collective Bayesian Poisson Factorization Model for Cold-start Local Event Recommendation	Wei Zhang, Jianyong Wang				code	62
Dynamic Matrix Factorization with Priors on Unknown Values	Robin Devooght, Nicolas Kourtellis, Amin Mantrach				code	61
Click-through Prediction for Advertising in Twitter Timeline	Cheng Li, Yue Lu, Qiaozhu Mei, Dong Wang, Sandeep Pandey				code	58
MASCOT: Memory-efficient and Accurate Sampling for Counting Local Triangles in Graph Streams	Yongsub Lim, U Kang				code	56
Modeling User Mobility for Location Promotion in Location-based Social Networks	WenYuan Zhu, WenChih Peng, LingJyh Chen, Kai Zheng, Xiaofang Zhou				code	55
Estimating Local Intrinsic Dimensionality	Laurent Amsaleg, Oussama Chelly, Teddy Furon, Stéphane Girard, Michael E. Houle, Kenichi Kawarabayashi, Michael Nett				code	54
VEWS: A Wikipedia Vandal Early Warning System	Srijan Kumar, Francesca Spezzano, V. S. Subrahmanian				code	54
Performance Modeling and Scalability Optimization of Distributed Deep Learning Systems	Feng Yan, Olatunji Ruwase, Yuxiong He, Trishul M. Chilimbi				code	53
Discovery of Meaningful Rules in Time Series	Mohammad ShokoohiYekta, Yanping Chen, Bilson J. L. Campana, Bing Hu, Jesin Zakaria, Eamonn J. Keogh				code	52
CoupledLP: Link Prediction in Coupled Networks	Yuxiao Dong, Jing Zhang, Jie Tang, Nitesh V. Chawla, Bai Wang				code	51
Dimensionality Reduction Via Graph Structure Learning	Qi Mao, Li Wang, Steve Goodison, Yijun Sun				code	51
ClusType: Effective Entity Recognition and Typing by Relation Phrase-Based Clustering	Xiang Ren, Ahmed ElKishky, Chi Wang, Fangbo Tao, Clare R. Voss, Jiawei Han				code	51
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				code	49
Collective Spammer Detection in Evolving Multi-Relational Social Networks	Shobeir Fakhraei, James R. Foulds, Madhusudana V. S. Shashanka, Lise Getoor				code	49
Predicting Winning Price in Real Time Bidding with Censored Data	Wush ChiHsuan Wu, MiYen Yeh, MingSyan Chen				code	48
Accelerating Dynamic Time Warping Clustering with a Novel Admissible Pruning Strategy	Nurjahan Begum, Liudmila Ulanova, Jun Wang, Eamonn J. Keogh				code	48
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				code	46
Locally Densest Subgraph Discovery	Lu Qin, RongHua Li, Lijun Chang, Chengqi Zhang				code	46
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				code	43
User Conditional Hashtag Prediction for Images	Emily Denton, Jason Weston, Manohar Paluri, Lubomir D. Bourdev, Rob Fergus				code	43
Dynamically Modeling Patient's Health State from Electronic Medical Records: A Time Series Approach	Karla L. Caballero Barajas, Ram Akella				code	42
Machine Learning and Causal Inference for Policy Evaluation	Susan Athey				code	41
Optimal Action Extraction for Random Forests and Boosted Trees	Zhicheng Cui, Wenlin Chen, Yujie He, Yixin Chen				code	40
Simultaneous Discovery of Common and Discriminative Topics via Joint Nonnegative Matrix Factorization	Hannah Kim, Jaegul Choo, Jingu Kim, Chandan K. Reddy, Haesun Park				code	39
Real Estate Ranking via Mixed Land-use Latent Models	Yanjie Fu, Guannan Liu, Spiros Papadimitriou, Hui Xiong, Yong Ge, Hengshu Zhu, Chen Zhu				code	38
Efficient PageRank Tracking in Evolving Networks	Naoto Ohsaka, Takanori Maehara, Kenichi Kawarabayashi				code	37
RSC: Mining and Modeling Temporal Activity in Social Media	Alceu Ferraz Costa, Yuto Yamaguchi, Agma Juci Machado Traina, Caetano Traina Jr., Christos Faloutsos				code	37
A Learning-based Framework to Handle Multi-round Multi-party Influence Maximization on Social Networks	SuChen Lin, ShouDe Lin, MingSyan Chen				code	36
Flexible and Robust Multi-Network Clustering	Jingchao Ni, Hanghang Tong, Wei Fan, Xiang Zhang				code	35
Modeling Truth Existence in Truth Discovery	Shi Zhi, Bo Zhao, Wenzhu Tong, Jing Gao, Dian Yu, Heng Ji, Jiawei Han				code	35
Subspace Clustering Using Log-determinant Rank Approximation	Chong Peng, Zhao Kang, Huiqing Li, Qiang Cheng				code	34
Influence at Scale: Distributed Computation of Complex Contagion in Networks	Brendan Lucier, Joel Oren, Yaron Singer				code	33
Smart Pacing for Effective Online Ad Campaign Optimization	Jian Xu, Kuangchih Lee, Wentong Li, Hang Qi, Quan Lu				code	31
A Clustering-Based Framework to Control Block Sizes for Entity Resolution	Jeffrey Fisher, Peter Christen, Qing Wang, Erhard Rahm				code	31
TOPTRAC: Topical Trajectory Pattern Mining	Younghoon Kim, Jiawei Han, Cangzhou Yuan				code	31
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				code	31
SCRAM: A Sharing Considered Route Assignment Mechanism for Fair Taxi Route Recommendations	Shiyou Qian, Jian Cao, Frédéric Le Mouël, Issam Sahel, Minglu Li				code	30
0-Bit Consistent Weighted Sampling	Ping Li				code	30
Facets: Fast Comprehensive Mining of Coevolving High-order Time Series	Yongjie Cai, Hanghang Tong, Wei Fan, Ping Ji, Qing He				code	30
Bayesian Poisson Tensor Factorization for Inferring Multilateral Relations from Sparse Dyadic Event Counts	Aaron Schein, John W. Paisley, David M. Blei, Hanna M. Wallach				code	30
Large-Scale Distributed Bayesian Matrix Factorization using Stochastic Gradient MCMC	Sungjin Ahn, Anoop Korattikara, Nathan Liu, Suju Rajan, Max Welling				code	29
A Decision Tree Framework for Spatiotemporal Sequence Prediction	Taehwan Kim, Yisong Yue, Sarah L. Taylor, Iain A. Matthews				code	29
Data-Driven Activity Prediction: Algorithms, Evaluation Methodology, and Applications	Bryan David Minor, Janardhan Rao Doppa, Diane J. Cook				code	29
Diversifying Restricted Boltzmann Machine for Document Modeling	Pengtao Xie, Yuntian Deng, Eric P. Xing				code	29
Learning Tree Structure in Multi-Task Learning	Lei Han, Yu Zhang				code	28
Leveraging Social Context for Modeling Topic Evolution	Janani Kalyanam, Amin Mantrach, Diego SáezTrumper, Hossein Vahabi, Gert R. G. Lanckriet				code	28
When-To-Post on Social Networks	Nemanja Spasojevic, Zhisheng Li, Adithya Rao, Prantik Bhattacharyya				code	28
Efficient Latent Link Recommendation in Signed Networks	Dongjin Song, David A. Meyer, Dacheng Tao				code	27
Dynamic Topic Modeling for Monitoring Market Competition from Online Text and Image Data	Hao Zhang, Gunhee Kim, Eric P. Xing				code	27
Accelerated Alternating Direction Method of Multipliers	Mojtaba Kadkhodaie, Konstantina Christakopoulou, Maziar Sanjabi, Arindam Banerjee				code	27
Fast and Memory-Efficient Significant Pattern Mining via Permutation Testing	Felipe LlinaresLópez, Mahito Sugiyama, Laetitia Papaxanthos, Karsten M. Borgwardt				code	27
Incorporating World Knowledge to Document Clustering via Heterogeneous Information Networks	Chenguang Wang, Yangqiu Song, Ahmed ElKishky, Dan Roth, Ming Zhang, Jiawei Han				code	27
Promoting Positive Post-Click Experience for In-Stream Yahoo Gemini Users	Mounia Lalmas, Janette Lehmann, Guy Shaked, Fabrizio Silvestri, Gabriele Tolomei				code	26
Beyond Triangles: A Distributed Framework for Estimating 3-profiles of Large Graphs	Ethan R. Elenberg, Karthikeyan Shanmugam, Michael Borokhovich, Alexandros G. Dimakis				code	26
Turn Waste into Wealth: On Simultaneous Clustering and Cleaning over Dirty Data	Shaoxu Song, Chunping Li, Xiaoquan Zhang				code	26
Edge-Weighted Personalized PageRank: Breaking A Decade-Old Performance Barrier	Wenlei Xie, David Bindel, Alan J. Demers, Johannes Gehrke				code	25
Panther: Fast Top-k Similarity Search on Large Networks	Jing Zhang, Jie Tang, Cong Ma, Hanghang Tong, Yu Jing, Juanzi Li				code	25
Mining Frequent Itemsets through Progressive Sampling with Rademacher Averages	Matteo Riondato, Eli Upfal				code	25
TimeMachine: Timeline Generation for Knowledge-Base Entities	Tim Althoff, Xin Luna Dong, Kevin Murphy, Safa Alai, Van Dang, Wei Zhang				code	25
Fast and Robust Parallel SGD Matrix Factorization	Jinoh Oh, WookShin Han, Hwanjo Yu, Xiaoqian Jiang				code	25
Simultaneous Modeling of Multiple Diseases for Mortality Prediction in Acute Hospital Care	Nozomi Nori, Hisashi Kashima, Kazuto Yamashita, Hiroshi Ikai, Yuichi Imanaka				code	25
Discerning Tactical Patterns for Professional Soccer Teams: An Enhanced Topic Model with Applications	Qing Wang, Hengshu Zhu, Wei Hu, Zhiyong Shen, Yuan Yao				code	25
Query Workloads for Data Series Indexes	Kostas Zoumpatianos, Yin Lou, Themis Palpanas, Johannes Gehrke				code	24
Graph Query Reformulation with Diversity	Davide Mottin, Francesco Bonchi, Francesco Gullo				code	23
Early Prediction of Cardiac Arrest (Code Blue) using Electronic Medical Records	Sriram Somanchi, Samrachana Adhikari, Allen Lin, Elena Eneva, Rayid Ghani				code	23
Organizational Chart Inference	Jiawei Zhang, Philip S. Yu, Yuanhua Lv				code	23
Selective Hashing: Closing the Gap between Radius Search and k-NN Search	Jinyang Gao, H. V. Jagadish, Beng Chin Ooi, Sheng Wang				code	22
Integrating Vertex-centric Clustering with Edge-centric Clustering for Meta Path Graph Analysis	Yang Zhou, Ling Liu, David Buttler				code	22
Dynamic Hierarchical Classification for Patient Risk-of-Readmission	Senjuti Basu Roy, Ankur Teredesai, Kiyana Zolfaghar, Rui Liu, David Hazel, Stacey Newman, Albert Marinez				code	22
Voltage Correlations in Smart Meter Data	Rajendu Mitra, Ramachandra Kota, Sambaran Bandyopadhyay, Vijay Arya, Brian Sullivan, Richard Mueller, Heather Storey, Gerard Labut				code	22
FrauDetector: A Graph-Mining-based Framework for Fraudulent Phone Call Detection	Vincent S. Tseng, JiaChing Ying, CheWei Huang, Yimin Kao, KuanTa Chen				code	22
Inside Jokes: Identifying Humorous Cartoon Captions	Dafna Shahaf, Eric Horvitz, Robert Mankoff				code	21
Statistical Arbitrage Mining for Display Advertising	Weinan Zhang, Jun Wang				code	21
Predicting Ambulance Demand: a Spatio-Temporal Kernel Approach	Zhengyi Zhou, David S. Matteson				code	21
Life-stage Prediction for Product Recommendation in E-commerce	Peng Jiang, Yadong Zhu, Yi Zhang, Quan Yuan				code	20
Entity Matching across Heterogeneous Sources	Yang Yang, Yizhou Sun, Jie Tang, Bo Ma, JuanZi Li				code	20
Online Outlier Exploration Over Large Datasets	Lei Cao, Mingrui Wei, Di Yang, Elke A. Rundensteiner				code	20
Trading Interpretability for Accuracy: Oblique Treed Sparse Additive Models	Jialei Wang, Ryohei Fujimaki, Yosuke Motohashi				code	20
Dynamic Poisson Autoregression for Influenza-Like-Illness Case Count Prediction	Zheng Wang, Prithwish Chakraborty, Sumiko R. Mekaru, John S. Brownstein, Jieping Ye, Naren Ramakrishnan				code	20
Web Personalization and Recommender Systems	Shlomo Berkovsky, Jill Freyne				code	19
Personalizing LinkedIn Feed	Deepak Agarwal, BeeChung Chen, Qi He, Zhenhao Hua, Guy Lebanon, Yiming Ma, Pannagadatta Shivaswamy, HsiaoPing Tseng, Jaewon Yang, Liang Zhang				code	19
Utilizing Text Mining on Online Medical Forums to Predict Label Change due to Adverse Drug Reactions	Ronen Feldman, Oded Netzer, Aviv Peretz, Binyamin Rosenfeld				code	19
Online Topic-based Social Influence Analysis for the Wimbledon Championships	Varun R. Embar, Indrajit Bhattacharya, Vinayaka Pandit, Roman Vaculín				code	18
Efficient Algorithms for Public-Private Social Networks	Flavio Chierichetti, Alessandro Epasto, Ravi Kumar, Silvio Lattanzi, Vahab S. Mirrokni				code	18
Scaling Up Stochastic Dual Coordinate Ascent	Kenneth Tran, Saghar Hosseini, Lin Xiao, Thomas Finley, Mikhail Bilenko				code	18
Exploiting Relevance Feedback in Knowledge Graph Search	Yu Su, Shengqi Yang, Huan Sun, Mudhakar Srivatsa, Sue Kase, Michelle Vanni, Xifeng Yan				code	17
Annotating Needles in the Haystack without Looking: Product Information Extraction from Emails	Weinan Zhang, Amr Ahmed, Jie Yang, Vanja Josifovski, Alexander J. Smola				code	17
Probabilistic Community and Role Model for Social Networks	Yu Han, Jie Tang				code	17
Maximum Likelihood Postprocessing for Differential Privacy under Consistency Constraints	Jaewoo Lee, Yue Wang, Daniel Kifer				code	17
The Child is Father of the Man: Foresee the Success at the Early Stage	Liangyue Li, Hanghang Tong				code	17
Assembler: Efficient Discovery of Spatial Co-evolving Patterns in Massive Geo-sensory Data	Chao Zhang, Yu Zheng, Xiuli Ma, Jiawei Han				code	17
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. TerrónDíaz, 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				code	17
Graph-Based User Behavior Modeling: From Prediction to Fraud Detection	Alex Beutel, Leman Akoglu, Christos Faloutsos				code	16
Improved Bounds on the Dot Product under Random Projection and Random Sign Projection	Ata Kabán				code	16
An Evaluation of Parallel Eccentricity Estimation Algorithms on Undirected Real-World Graphs	Julian Shun				code	16
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				code	16
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				code	16
Predicting Serves in Tennis using Style Priors	Xinyu Wei, Patrick Lucey, Stuart Morgan, Peter Carr, Machar Reid, Sridha Sridharan				code	16
Using Local Spectral Methods to Robustify Graph-Based Learning Algorithms	David F. Gleich, Michael W. Mahoney				code	15
Non-transitive Hashing with Latent Similarity Components	Mingdong Ou, Peng Cui, Fei Wang, Jun Wang, Wenwu Zhu				code	15
SAME but Different: Fast and High Quality Gibbs Parameter Estimation	Huasha Zhao, Biye Jiang, John F. Canny, Bobby Jaros				code	15
Adaptive Message Update for Fast Affinity Propagation	Yasuhiro Fujiwara, Makoto Nakatsuji, Hiroaki Shiokawa, Yasutoshi Ida, Machiko Toyoda				code	15
Structural Graphical Lasso for Learning Mouse Brain Connectivity	Sen Yang, Qian Sun, Shuiwang Ji, Peter Wonka, Ian Davidson, Jieping Ye				code	15
Effective Audience Extension in Online Advertising	Jianqiang Shen, Sahin Cem Geyik, Ali Dasdan				code	14
Learning with Similarity Functions on Graphs using Matchings of Geometric Embeddings	Fredrik D. Johansson, Devdatt P. Dubhashi				code	13
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				code	13
Monitoring Least Squares Models of Distributed Streams	Moshe Gabel, Daniel Keren, Assaf Schuster				code	13
Discovering and Exploiting Deterministic Label Relationships in Multi-Label Learning	Christina Papagiannopoulou, Grigorios Tsoumakas, Ioannis Tsamardinos				code	13
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				code	13
Matrix Completion with Queries	Natali Ruchansky, Mark Crovella, Evimaria Terzi				code	13
Portraying Collective Spatial Attention in Twitter	Émilien Antoine, Adam Jatowt, Shoko Wakamiya, Yukiko Kawai, Toyokazu Akiyama				code	12
An Architecture for Agile Machine Learning in Real-Time Applications	Johann SchleierSmith				code	12
Model Multiple Heterogeneity via Hierarchical Multi-Latent Space Learning	Pei Yang, Jingrui He				code	12
Real-Time Top-R Topic Detection on Twitter with Topic Hijack Filtering	Kohei Hayashi, Takanori Maehara, Masashi Toyoda, Kenichi Kawarabayashi				code	11
Who Supported Obama in 2012?: Ecological Inference through Distribution Regression	Seth R. Flaxman, YuXiang Wang, Alexander J. Smola				code	11
Instance Weighting for Patient-Specific Risk Stratification Models	Jen J. Gong, Thoralf M. Sundt, James D. Rawn, John V. Guttag				code	11
Towards Decision Support and Goal Achievement: Identifying Action-Outcome Relationships From Social Media	Emre Kiciman, Matthew Richardson				code	11
The Effectiveness of Marketing Strategies in Social Media: Evidence from Promotional Events	Panagiotis Adamopoulos, Vilma Todri				code	11
Analyzing Invariants in Cyber-Physical Systems using Latent Factor Regression	Marjan Momtazpour, Jinghe Zhang, Saifur Rahman, Ratnesh K. Sharma, Naren Ramakrishnan				code	11
Building Discriminative User Profiles for Large-scale Content Recommendation	Erheng Zhong, Nathan Liu, Yue Shi, Suju Rajan				code	10
Whither Social Networks for Web Search?	Rakesh Agrawal, Behzad Golshan, Evangelos E. Papalexakis				code	10
Probabilistic Modeling of a Sales Funnel to Prioritize Leads	Brendan Andrew Duncan, Charles Peter Elkan				code	10
Stream Sampling for Frequency Cap Statistics	Edith Cohen				code	10
L∞ Error and Bandwidth Selection for Kernel Density Estimates of Large Data	Yan Zheng, Jeff M. Phillips				code	10
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				code	10
Warm Start for Parameter Selection of Linear Classifiers	BoYu Chu, ChiaHua Ho, ChengHao Tsai, ChiehYen Lin, ChihJen Lin				code	10
Multi-View Incident Ticket Clustering for Optimal Ticket Dispatching	Mirela Madalina Botezatu, Jasmina Bogojeska, Ioana Giurgiu, Hagen Völzer, Dorothea Wiesmann				code	10
Online Controlled Experiments: Lessons from Running A/B/n Tests for 12 Years	Ron Kohavi				code	9
Gender and Interest Targeting for Sponsored Post Advertising at Tumblr	Mihajlo Grbovic, Vladan Radosavljevic, Nemanja Djuric, Narayan Bhamidipati, Ananth Nagarajan				code	9
On the Formation of Circles in Co-authorship Networks	Tanmoy Chakraborty, Sikhar Patranabis, Pawan Goyal, Animesh Mukherjee				code	9
Reciprocity in Social Networks with Capacity Constraints	Bo Jiang, ZhiLi Zhang, Don Towsley				code	9
Scalable Blocking for Privacy Preserving Record Linkage	Alexandros Karakasidis, Georgia Koloniari, Vassilios S. Verykios				code	9
Cinema Data Mining: The Smell of Fear	Jörg Wicker, Nicolas Krauter, Bettina Derstorff, Christof Stönner, Efstratios Bourtsoukidis, Thomas Klüpfel, Jonathan Williams, Stefan Kramer				code	9
Longitudinal LASSO: Jointly Learning Features and Temporal Contingency for Outcome Prediction	Tingyang Xu, Jiangwen Sun, Jinbo Bi				code	9
Mining for Causal Relationships: A Data-Driven Study of the Islamic State	Andrew Stanton, Amanda Thart, Ashish Jain, Priyank Vyas, Arpan Chatterjee, Paulo Shakarian				code	9
Stock Constrained Recommendation in Tmall	Wenliang Zhong, Rong Jin, Cheng Yang, Xiaowei Yan, Qi Zhang, Qiang Li				code	8
Reducing the Unlabeled Sample Complexity of Semi-Supervised Multi-View Learning	Chao Lan, Jun Huan				code	8
Discovering Valuable items from Massive Data	Hastagiri P. Vanchinathan, Andreas Marfurt, CharlesAntoine Robelin, Donald Kossmann, Andreas Krause				code	8
Debiasing Crowdsourced Batches	Honglei Zhuang, Aditya G. Parameswaran, Dan Roth, Jiawei Han				code	8
LINKAGE: An Approach for Comprehensive Risk Prediction for Care Management	Zhaonan Sun, Fei Wang, Jianying Hu				code	8
Early Identification of Violent Criminal Gang Members	Elham Shaabani, Ashkan Aleali, Paulo Shakarian, John Bertetto				code	8
Transfer Learning for Bilingual Content Classification	Qian Sun, Mohammad Shafkat Amin, Baoshi Yan, Craig Martell, Vita Markman, Anmol Bhasin, Jieping Ye				code	8
One-Pass Ranking Models for Low-Latency Product Recommendations	Antonino Freno, Martin Saveski, Rodolphe Jenatton, Cédric Archambeau				code	7
Non-exhaustive, Overlapping Clustering via Low-Rank Semidefinite Programming	Yangyang Hou, Joyce Jiyoung Whang, David F. Gleich, Inderjit S. Dhillon				code	7
An Efficient Semi-Supervised Clustering Algorithm with Sequential Constraints	Jinfeng Yi, Lijun Zhang, Tianbao Yang, Wei Liu, Jun Wang				code	7
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				code	7
Deep Learning Architecture with Dynamically Programmed Layers for Brain Connectome Prediction	Vivek Veeriah, Rohit Durvasula, GuoJun Qi				code	7
Extreme States Distribution Decomposition Method for Search Engine Online Evaluation	Kirill Nikolaev, Alexey Drutsa, Ekaterina Gladkikh, Alexander Ulianov, Gleb Gusev, Pavel Serdyukov				code	6
BatchRank: A Novel Batch Mode Active Learning Framework for Hierarchical Classification	Shayok Chakraborty, Vineeth Nallure Balasubramanian, Adepu Ravi Sankar, Sethuraman Panchanathan, Jieping Ye				code	6
More Constraints, Smaller Coresets: Constrained Matrix Approximation of Sparse Big Data	Dan Feldman, Tamir Tassa				code	6
Real Time Recommendations from Connoisseurs	Noriaki Kawamae				code	6
Robust Treecode Approximation for Kernel Machines	William B. March, Bo Xiao, Sameer Tharakan, Chenhan D. Yu, George Biros				code	6
Adaptation Algorithm and Theory Based on Generalized Discrepancy	Corinna Cortes, Mehryar Mohri, Andres Muñoz Medina				code	6
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				code	6
Why It Happened: Identifying and Modeling the Reasons of the Happening of Social Events	Yu Rong, Hong Cheng, Zhiyu Mo				code	6
Set Cover at Web Scale	Stergios Stergiou, Kostas Tsioutsiouliklis				code	6
Probabilistic Graphical Models of Dyslexia	Yair Lakretz, Gal Chechik, Naama Friedmann, Michal RosenZvi				code	6
Discovery of Glaucoma Progressive Patterns Using Hierarchical MDL-Based Clustering	Shigeru Maya, Kai Morino, Hiroshi Murata, Ryo Asaoka, Kenji Yamanishi				code	6
Tornado Forecasting with Multiple Markov Boundaries	Kui Yu, Dawei Wang, Wei Ding, Jian Pei, David L. Small, Shafiqul Islam, Xindong Wu				code	6
Hierarchical Graph-Coupled HMMs for Heterogeneous Personalized Health Data	Kai Fan, Marisa C. Eisenberg, Alison Walsh, Allison Aiello, Katherine A. Heller				code	5
Stochastic Divergence Minimization for Online Collapsed Variational Bayes Zero Inference of Latent Dirichlet Allocation	Issei Sato, Hiroshi Nakagawa				code	5
Real-Time Bid Prediction using Thompson Sampling-Based Expert Selection	Elena Ikonomovska, Sina Jafarpour, Ali Dasdan				code	5
Unified and Contrasting Cuts in Multiple Graphs: Application to Medical Imaging Segmentation	ChiaTung Kuo, Xiang Wang, Peter B. Walker, Owen T. Carmichael, Jieping Ye, Ian Davidson				code	5
State-Driven Dynamic Sensor Selection and Prediction with State-Stacked Sparseness	GuoJun Qi, Charu C. Aggarwal, Deepak S. Turaga, Daby M. Sow, Phil Anno				code	5
Client Clustering for Hiring Modeling in Work Marketplaces	Vasilis Verroios, Panagiotis Papadimitriou, Ramesh Johari, Hector GarciaMolina				code	5
Social Media Anomaly Detection: Challenges and Solutions	Yan Liu, Sanjay Chawla				code	5
Algorithmic Cartography: Placing Points of Interest and Ads on Maps	Mohammad Mahdian, Okke Schrijvers, Sergei Vassilvitskii				code	4
Interpreting Advertiser Intent in Sponsored Search	Bhanu Chandra Vattikonda, Santhosh Kodipaka, Hongyan Zhou, Vacha Dave, Saikat Guha, Alex C. Snoeren				code	4
Discovering Collective Narratives of Theme Parks from Large Collections of Visitors' Photo Streams	Gunhee Kim, Leonid Sigal				code	4
Leveraging Knowledge Bases for Contextual Entity Exploration	Joonseok Lee, Ariel Fuxman, Bo Zhao, Yuanhua Lv				code	4
Spoken English Grading: Machine Learning with Crowd Intelligence	Vinay Shashidhar, Nishant Pandey, Varun Aggarwal				code	4
MOOCS: What Have We Learned?	Daphne Koller				code	4
An Effective Marketing Strategy for Revenue Maximization with a Quantity Constraint	YaWen Teng, ChihHua Tai, Philip S. Yu, MingSyan Chen				code	4
Towards Interactive Construction of Topical Hierarchy: A Recursive Tensor Decomposition Approach	Chi Wang, Xueqing Liu, Yanglei Song, Jiawei Han				code	4
Co-Clustering based Dual Prediction for Cargo Pricing Optimization	Yada Zhu, Hongxia Yang, Jingrui He				code	4
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				code	4
Big Data System for Analyzing Risky Procurement Entities	Amit Dhurandhar, Bruce Graves, Rajesh Kumar Ravi, Gopikrishnan Maniachari, Markus Ettl				code	4
Mining Administrative Data to Spur Urban Revitalization	Ben Green, Alejandra Caro, Matthew Conway, Robert Manduca, Tom Plagge, Abby Miller				code	4
Diffusion in Social and Information Networks: Research Problems, Probabilistic Models and Machine Learning Methods	Manuel GomezRodriguez, Le Song				code	3
Linear Time Samplers for Supervised Topic Models using Compositional Proposals	Xun Zheng, Yaoliang Yu, Eric P. Xing				code	3
Website Optimization Problem and Its Solutions	Shuhei Iitsuka, Yutaka Matsuo				code	3
Distributed Personalization	Xu Miao, ChunTe Chu, Lijun Tang, Yitong Zhou, Joel Young, Anmol Bhasin				code	2
Data, Knowledge and Discovery: Machine Learning meets Natural Science	Hugh F. DurrantWhyte				code	2
On Estimating the Swapping Rate for Categorical Data	Daniel Kifer				code	2
Proof Protocol for a Machine Learning Technique Making Longitudinal Predictions in Dynamic Contexts	Kevin B. Pratt				code	2
Data-Driven Product Innovation	Xin Fu, Hernán Asorey				code	2
VC-Dimension and Rademacher Averages: From Statistical Learning Theory to Sampling Algorithms	Matteo Riondato, Eli Upfal				code	2
Structured Hedging for Resource Allocations with Leverage	Nicholas Johnson, Arindam Banerjee				code	2
Should You Trust Your Money to a Robot?	Vasant Dhar				code	2
Automatic Entity Recognition and Typing from Massive Text Corpora: A Phrase and Network Mining Approach	Xiang Ren, Ahmed ElKishky, Chi Wang, Jiawei Han				code	2
Scaling Machine Learning and Statistics for Web Applications	Deepak Agarwal				code	1
Virus Propagation in Multiple Profile Networks	Angeliki Rapti, Spyros Sioutas, Kostas Tsichlas, Giannis Tzimas				code	1
Cuckoo Linear Algebra	Li Zhou, David G. Andersen, Mu Li, Alexander J. Smola				code	1
Optimizing Marketing Impact through Data Driven Decisioning	Anil Kamath				code	1
Data Science from the Lab to the Field to the Enterprise	Christopher White				code	1
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				code	1
Predicting Voice Elicited Emotions	Ying Li, Jose D. Contreras, Luis J. Salazar				code	1
Medical Mining: KDD 2015 Tutorial	Myra Spiliopoulou, Pedro Pereira Rodrigues, Ernestina Menasalvas Ruiz				code	1
Big Data Analytics: Optimization and Randomization	Tianbao Yang, Qihang Lin, Rong Jin				code	1
Optimal Kernel Group Transformation for Exploratory Regression Analysis and Graphics	Pan Chao, Qiming Huang, Michael Zhu				code	0
User Modeling in Telecommunications and Internet Industry	Qiang Yang				code	0
Reconstructing Textual Documents from n-grams	Matthias Gallé, Matías Tealdi				code	0
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				code	0
Hadoop's Impact on the Future of Data Management	Amr Awadallah				code	0
Data Science at Visa	Waqar Hasan, Min Wang				code	0
How Artificial Intelligence and Big Data Created Rocket Fuel: A Case Study	George John				code	0
Powering Real-time Decision Engines in Finance and Healthcare using Open Source Software	Bassel Ojjeh				code	0
Clouded Intelligence	Joseph Sirosh				code	0
Going In-Depth: Finding Longform on the Web	Virginia Smith, Miriam Connor, Isabelle Stanton				code	0
Gas Concentration Reconstruction for Coal-Fired Boilers Using Gaussian Process	Chao Yuan, Matthias Behmann, Bernhard Meerbeck				code	0
Data Driven Science: SIGKDD Panel	Katharina Morik, Hugh F. DurrantWhyte, Gary C. Hill, Dietmar Müller, Tanya Y. BergerWolf				code	0