kdd2013.md

KDD2013 Paper List

论文	作者	组织	摘要	翻译	代码	引用数
Auto-WEKA: combined selection and hyperparameter optimization of classification algorithms	Chris Thornton, Frank Hutter, Holger H. Hoos, Kevin LeytonBrown				code	623
U-Air: when urban air quality inference meets big data	Yu Zheng, Furui Liu, HsunPing Hsieh				code	527
Ad click prediction: a view from the trenches	H. Brendan McMahan, Gary Holt, David Sculley, Michael Young, Dietmar Ebner, Julian Grady, Lan Nie, Todd Phillips, Eugene Davydov, Daniel Golovin, Sharat Chikkerur, Dan Liu, Martin Wattenberg, Arnar Mar Hrafnkelsson, Tom Boulos, Jeremy Kubica				code	471
FISM: factored item similarity models for top-N recommender systems	Santosh Kabbur, Xia Ning, George Karypis				code	381
Learning geographical preferences for point-of-interest recommendation	Bin Liu, Yanjie Fu, Zijun Yao, Hui Xiong				code	281
Connecting users across social media sites: a behavioral-modeling approach	Reza Zafarani, Huan Liu				code	261
LCARS: a location-content-aware recommender system	Hongzhi Yin, Yizhou Sun, Bin Cui, Zhiting Hu, Ling Chen				code	251
Why people hate your app: making sense of user feedback in a mobile app store	Bin Fu, Jialiu Lin, Lei Li, Christos Faloutsos, Jason I. Hong, Norman M. Sadeh				code	246
Spotting opinion spammers using behavioral footprints	Arjun Mukherjee, Abhinav Kumar, Bing Liu, Junhui Wang, Meichun Hsu, Malú Castellanos, Riddhiman Ghosh				code	212
Online controlled experiments at large scale	Ron Kohavi, Alex Deng, Brian Frasca, Toby Walker, Ya Xu, Nils Pohlmann				code	206
Collaborative matrix factorization with multiple similarities for predicting drug-target interactions	Xiaodong Zheng, Hao Ding, Hiroshi Mamitsuka, Shanfeng Zhu				code	177
Denser than the densest subgraph: extracting optimal quasi-cliques with quality guarantees	Charalampos E. Tsourakakis, Francesco Bonchi, Aristides Gionis, Francesco Gullo, Maria A. Tsiarli				code	176
Geo-spotting: mining online location-based services for optimal retail store placement	Dmytro Karamshuk, Anastasios Noulas, Salvatore Scellato, Vincenzo Nicosia, Cecilia Mascolo				code	167
Who, where, when and what: discover spatio-temporal topics for twitter users	Quan Yuan, Gao Cong, Zongyang Ma, Aixin Sun, Nadia MagnenatThalmann				code	161
Accurate intelligible models with pairwise interactions	Yin Lou, Rich Caruana, Johannes Gehrke, Giles Hooker				code	146
TurboGraph: a fast parallel graph engine handling billion-scale graphs in a single PC	WookShin Han, Sangyeon Lee, Kyungyeol Park, JeongHoon Lee, MinSoo Kim, Jinha Kim, Hwanjo Yu				code	146
Fast and scalable polynomial kernels via explicit feature maps	Ninh Pham, Rasmus Pagh				code	135
Real-time disease surveillance using Twitter data: demonstration on flu and cancer	Kathy Lee, Ankit Agrawal, Alok N. Choudhary				code	117
Big data analytics for healthcare	Jimeng Sun, Chandan K. Reddy				code	117
Simple and deterministic matrix sketching	Edo Liberty				code	112
Combining latent factor model with location features for event-based group recommendation	Wei Zhang, Jianyong Wang, Wei Feng				code	108
Subsampling for efficient and effective unsupervised outlier detection ensembles	Arthur Zimek, Matthew Gaudet, Ricardo J. G. B. Campello, Jörg Sander				code	107
Discriminant malware distance learning on structural information for automated malware classification	Deguang Kong, Guanhua Yan				code	100
The role of information diffusion in the evolution of social networks	Lilian Weng, Jacob Ratkiewicz, Nicola Perra, Bruno Gonçalves, Carlos Castillo, Francesco Bonchi, Rossano Schifanella, Filippo Menczer, Alessandro Flammini				code	96
Privacy-preserving data exploration in genome-wide association studies	Aaron Johnson, Vitaly Shmatikov				code	90
Cascading outbreak prediction in networks: a data-driven approach	Peng Cui, Shifei Jin, Linyun Yu, Fei Wang, Wenwu Zhu, Shiqiang Yang				code	88
Location-aware publish/subscribe	Guoliang Li, Yang Wang, Ting Wang, Jianhua Feng				code	85
Linking named entities in Tweets with knowledge base via user interest modeling	Wei Shen, Jianyong Wang, Ping Luo, Min Wang				code	84
On the equivalent of low-rank linear regressions and linear discriminant analysis based regressions	Xiao Cai, Chris H. Q. Ding, Feiping Nie, Heng Huang				code	82
Graph cluster randomization: network exposure to multiple universes	Johan Ugander, Brian Karrer, Lars Backstrom, Jon M. Kleinberg				code	80
Social influence based clustering of heterogeneous information networks	Yang Zhou, Ling Liu				code	75
Confluence: conformity influence in large social networks	Jie Tang, Sen Wu, Jimeng Sun				code	75
Discovering latent influence in online social activities via shared cascade poisson processes	Tomoharu Iwata, Amar Shah, Zoubin Ghahramani				code	74
Cost-sensitive online active learning with application to malicious URL detection	Peilin Zhao, Steven C. H. Hoi				code	73
Restreaming graph partitioning: simple versatile algorithms for advanced balancing	Joel Nishimura, Johan Ugander				code	70
A space efficient streaming algorithm for triangle counting using the birthday paradox	Madhav Jha, C. Seshadhri, Ali Pinar				code	68
SIGMa: simple greedy matching for aligning large knowledge bases	Simon LacosteJulien, Konstantina Palla, Alex Davies, Gjergji Kasneci, Thore Graepel, Zoubin Ghahramani				code	65
Modeling and probabilistic reasoning of population evacuation during large-scale disaster	Xuan Song, Quanshi Zhang, Yoshihide Sekimoto, Teerayut Horanont, Satoshi Ueyama, Ryosuke Shibasaki				code	62
Stochastic collapsed variational Bayesian inference for latent Dirichlet allocation	James R. Foulds, Levi Boyles, Christopher DuBois, Padhraic Smyth, Max Welling				code	60
Detecting insider threats in a real corporate database of computer usage activity	Ted E. Senator, Henry G. Goldberg, Alex Memory, William T. Young, Brad Rees, Robert Pierce, Daniel Huang, Matthew Reardon, David A. Bader, Edmond Chow, Irfan A. Essa, Joshua Jones, Vinay Bettadapura, Duen Horng Chau, Oded Green, Oguz Kaya, Anita Zakrzewska, Erica Briscoe, Rudolph L. Mappus IV, Robert McColl, Lora Weiss, Thomas G. Dietterich, Alan Fern, WengKeen Wong, Shubhomoy Das, Andrew Emmott, Jed Irvine, Jay Yoon Lee, Danai Koutra, Christos Faloutsos, Daniel D. Corkill, Lisa Friedland, Amanda Gentzel, David D. Jensen				code	60
Recursive regularization for large-scale classification with hierarchical and graphical dependencies	Siddharth Gopal, Yiming Yang				code	59
Knowledge discovery from massive healthcare claims data	Varun Chandola, Sreenivas R. Sukumar, Jack C. Schryver				code	59
DTW-D: time series semi-supervised learning from a single example	Yanping Chen, Bing Hu, Eamonn J. Keogh, Gustavo E. A. P. A. Batista				code	57
Mining evidences for named entity disambiguation	Yang Li, Chi Wang, Fangqiu Han, Jiawei Han, Dan Roth, Xifeng Yan				code	57
Information cartography: creating zoomable, large-scale maps of information	Dafna Shahaf, Jaewon Yang, Caroline Suen, Jeff Jacobs, Heidi Wang, Jure Leskovec				code	56
Entity resolution for big data	Lise Getoor, Ashwin Machanavajjhala				code	56
Mining high utility episodes in complex event sequences	ChengWei Wu, YuFeng Lin, Philip S. Yu, Vincent S. Tseng				code	55
Mining frequent graph patterns with differential privacy	Entong Shen, Ting Yu				code	53
Assessing team strategy using spatiotemporal data	Patrick Lucey, Dean Oliver, Peter Carr, Joe Roth, Iain A. Matthews				code	53
Statistical quality estimation for general crowdsourcing tasks	Yukino Baba, Hisashi Kashima				code	51
Model-based kernel for efficient time series analysis	Huanhuan Chen, Fengzhen Tang, Peter Tiño, Xin Yao				code	51
A phrase mining framework for recursive construction of a topical hierarchy	Chi Wang, Marina Danilevsky, Nihit Desai, Yinan Zhang, Phuong Nguyen, Thrivikrama Taula, Jiawei Han				code	51
Evaluating the crowd with confidence	Manas Joglekar, Hector GarciaMolina, Aditya G. Parameswaran				code	50
Inferring social roles and statuses in social networks	Yuchen Zhao, Guan Wang, Philip S. Yu, Shaobo Liu, Simon Zhang				code	50
The bang for the buck: fair competitive viral marketing from the host perspective	Wei Lu, Francesco Bonchi, Amit Goyal, Laks V. S. Lakshmanan				code	49
Multi-label classification by mining label and instance correlations from heterogeneous information networks	Xiangnan Kong, Bokai Cao, Philip S. Yu				code	48
Robust principal component analysis via capped norms	Qian Sun, Shuo Xiang, Jieping Ye				code	46
Understanding Twitter data with TweetXplorer	Fred Morstatter, Shamanth Kumar, Huan Liu, Ross Maciejewski				code	45
Network discovery via constrained tensor analysis of fMRI data	Ian N. Davidson, Sean Gilpin, Owen T. Carmichael, Peter B. Walker				code	45
Flexible and robust co-regularized multi-domain graph clustering	Wei Cheng, Xiang Zhang, Zhishan Guo, Yubao Wu, Patrick F. Sullivan, Wei Wang				code	44
Making recommendations from multiple domains	Wei Chen, Wynne Hsu, MongLi Lee				code	43
Maximizing acceptance probability for active friending in online social networks	DeNian Yang, HuiJu Hung, WangChien Lee, Wei Chen				code	43
Silence is also evidence: interpreting dwell time for recommendation from psychological perspective	Peifeng Yin, Ping Luo, WangChien Lee, Min Wang				code	42
Redundancy-aware maximal cliques	Jia Wang, James Cheng, Ada WaiChee Fu				code	42
Comparing apples to oranges: a scalable solution with heterogeneous hashing	Mingdong Ou, Peng Cui, Fei Wang, Jun Wang, Wenwu Zhu, Shiqiang Yang				code	41
Multi-label relational neighbor classification using social context features	Xi Wang, Gita Sukthankar				code	41
Trace complexity of network inference	Bruno D. Abrahao, Flavio Chierichetti, Robert Kleinberg, Alessandro Panconesi				code	41
STED: semi-supervised targeted-interest event detectionin in twitter	Ting Hua, Feng Chen, Liang Zhao, ChangTien Lu, Naren Ramakrishnan				code	40
STRIP: stream learning of influence probabilities	Konstantin Kutzkov, Albert Bifet, Francesco Bonchi, Aristides Gionis				code	40
Fast rank-2 nonnegative matrix factorization for hierarchical document clustering	Da Kuang, Haesun Park				code	39
A new collaborative filtering approach for increasing the aggregate diversity of recommender systems	Katja Niemann, Martin Wolpers				code	38
Guided learning for role discovery (GLRD): framework, algorithms, and applications	Sean Gilpin, Tina EliassiRad, Ian N. Davidson				code	38
Scalable all-pairs similarity search in metric spaces	Ye Wang, Ahmed Metwally, Srinivasan Parthasarathy				code	37
Diversity maximization under matroid constraints	Zeinab Abbassi, Vahab S. Mirrokni, Mayur Thakur				code	37
Synthetic review spamming and defense	Huan Sun, Alex Morales, Xifeng Yan				code	37
An efficient ADMM algorithm for multidimensional anisotropic total variation regularization problems	Sen Yang, Jie Wang, Wei Fan, Xiatian Zhang, Peter Wonka, Jieping Ye				code	35
One theme in all views: modeling consensus topics in multiple contexts	Jian Tang, Ming Zhang, Qiaozhu Mei				code	35
Multi-source learning with block-wise missing data for Alzheimer's disease prediction	Shuo Xiang, Lei Yuan, Wei Fan, Yalin Wang, Paul M. Thompson, Jieping Ye				code	34
Unsupervised link prediction using aggregative statistics on heterogeneous social networks	TsungTing Kuo, Rui Yan, YuYang Huang, PerngHwa Kung, ShouDe Lin				code	34
Scalable text and link analysis with mixed-topic link models	Yaojia Zhu, Xiaoran Yan, Lise Getoor, Cristopher Moore				code	33
Uncertainty in online experiments with dependent data: an evaluation of bootstrap methods	Eytan Bakshy, Dean Eckles				code	32
Cross-task crowdsourcing	Kaixiang Mo, Erheng Zhong, Qiang Yang				code	32
Understanding evolution of research themes: a probabilistic generative model for citations	Xiaolong Wang, Chengxiang Zhai, Dan Roth				code	30
Debiasing social wisdom	Abhimanyu Das, Sreenivas Gollapudi, Rina Panigrahy, Mahyar Salek				code	30
Multi-source deep learning for information trustworthiness estimation	Liang Ge, Jing Gao, Xiaoyi Li, Aidong Zhang				code	30
Big data analytics with small footprint: squaring the cloud	John F. Canny, Huasha Zhao				code	30
Adaptive collective routing using gaussian process dynamic congestion models	Siyuan Liu, Yisong Yue, Ramayya Krishnan				code	28
A "semi-lazy" approach to probabilistic path prediction	Jingbo Zhou, Anthony K. H. Tung, Wei Wu, Wee Siong Ng				code	28
Text-based measures of document diversity	Kevin Bache, David Newman, Padhraic Smyth				code	27
Forex-foreteller: currency trend modeling using news articles	Fang Jin, Nathan Self, Parang Saraf, Patrick Butler, Wei Wang, Naren Ramakrishnan				code	25
Querying discriminative and representative samples for batch mode active learning	Zheng Wang, Jieping Ye				code	24
Information cascade at group scale	Milad Eftekhar, Yashar Ganjali, Nick Koudas				code	24
JobMiner: a real-time system for mining job-related patterns from social media	Yu Cheng, Yusheng Xie, Zhengzhang Chen, Ankit Agrawal, Alok N. Choudhary, Songtao Guo				code	24
Gaussian multiple instance learning approach for mapping the slums of the world using very high resolution imagery	Ranga Raju Vatsavai				code	22
Active learning and search on low-rank matrices	Danica J. Sutherland, Barnabás Póczos, Jeff G. Schneider				code	21
WiseMarket: a new paradigm for managing wisdom of online social users	Caleb Chen Cao, Yongxin Tong, Lei Chen, H. V. Jagadish				code	21
Extracting social events for learning better information diffusion models	Shuyang Lin, Fengjiao Wang, Qingbo Hu, Philip S. Yu				code	21
Efficient single-source shortest path and distance queries on large graphs	Andy Diwen Zhu, Xiaokui Xiao, Sibo Wang, Wenqing Lin				code	21
An integrated framework for optimizing automatic monitoring systems in large IT infrastructures	Liang Tang, Tao Li, Larisa Shwartz, Florian Pinel, Genady Grabarnik				code	21
Psychological advertising: exploring user psychology for click prediction in sponsored search	Taifeng Wang, Jiang Bian, Shusen Liu, Yuyu Zhang, TieYan Liu				code	20
Towards never-ending learning from time series streams	Yuan Hao, Yanping Chen, Jesin Zakaria, Bing Hu, Thanawin Rakthanmanon, Eamonn J. Keogh				code	20
An integrated framework for suicide risk prediction	Truyen Tran, Dinh Q. Phung, Wei Luo, Richard Harvey, Michael Berk, Svetha Venkatesh				code	20
A tool for collecting provenance data in social media	Pritam Gundecha, Suhas Ranganath, Zhuo Feng, Huan Liu				code	20
Selective sampling on graphs for classification	Quanquan Gu, Charu C. Aggarwal, Jialu Liu, Jiawei Han				code	19
On community detection in real-world networks and the importance of degree assortativity	Marek Ciglan, Michal Laclavik, Kjetil Nørvåg				code	19
FIU-Miner: a fast, integrated, and user-friendly system for data mining in distributed environment	Chunqiu Zeng, Yexi Jiang, Li Zheng, Jingxuan Li, Lei Li, Hongtai Li, Chao Shen, Wubai Zhou, Tao Li, Bing Duan, Ming Lei, Pengnian Wang				code	18
Mining discriminative subgraphs from global-state networks	Sayan Ranu, Minh X. Hoang, Ambuj K. Singh				code	18
Multi-space probabilistic sequence modeling	Shuo Chen, Jiexun Xu, Thorsten Joachims				code	18
Active search on graphs	Xuezhi Wang, Roman Garnett, Jeff G. Schneider				code	17
Automatic selection of social media responses to news	Tadej Stajner, Bart Thomee, AnaMaria Popescu, Marco Pennacchiotti, Alejandro Jaimes				code	17
Approximate graph mining with label costs	Pranay Anchuri, Mohammed J. Zaki, Omer Barkol, Shahar Golan, Moshe Shamy				code	16
Using co-visitation networks for detecting large scale online display advertising exchange fraud	Ori Stitelman, Claudia Perlich, Brian Dalessandro, Rod Hook, Troy Raeder, Foster J. Provost				code	16
A transfer learning based framework of crowd-selection on twitter	Zhou Zhao, Da Yan, Wilfred Ng, Shi Gao				code	16
Heat pump detection from coarse grained smart meter data with positive and unlabeled learning	Hongliang Fei, Younghun Kim, Sambit Sahu, Milind R. Naphade, Sanjay K. Mamidipalli, John Hutchinson				code	16
FeaFiner: biomarker identification from medical data through feature generalization and selection	Jiayu Zhou, Zhaosong Lu, Jimeng Sun, Lei Yuan, Fei Wang, Jieping Ye				code	15
A unified search federation system based on online user feedback	Luo Jie, Sudarshan Lamkhede, Rochit Sapra, Evans Hsu, Helen Song, Yi Chang				code	14
Direct optimization of ranking measures for learning to rank models	Ming Tan, Tian Xia, Lily Guo, Shaojun Wang				code	14
Predictive model performance: offline and online evaluations	Jeonghee Yi, Ye Chen, Jie Li, Swaraj Sett, Tak W. Yan				code	14
SVMpAUCtight: a new support vector method for optimizing partial AUC based on a tight convex upper bound	Harikrishna Narasimhan, Shivani Agarwal				code	14
Summarizing probabilistic frequent patterns: a fast approach	Chunyang Liu, Ling Chen, Chengqi Zhang				code	14
Link prediction with social vector clocks	Conrad Lee, Bobo Nick, Ulrik Brandes, Pádraig Cunningham				code	14
Empirical bayes model to combine signals of adverse drug reactions	Rave Harpaz, William DuMouchel, Paea LePendu, Nigam H. Shah				code	14
Density-based logistic regression	Wenlin Chen, Yixin Chen, Yi Mao, Baolong Guo				code	13
Massively parallel expectation maximization using graphics processing units	Muzaffer Can Altinigneli, Claudia Plant, Christian Böhm				code	13
Modeling the dynamics of composite social networks	Erheng Zhong, Wei Fan, Yin Zhu, Qiang Yang				code	13
Learning to question: leveraging user preferences for shopping advice	Mahashweta Das, Gianmarco De Francisci Morales, Aristides Gionis, Ingmar Weber				code	12
Mining evolutionary multi-branch trees from text streams	Xiting Wang, Shixia Liu, Yangqiu Song, Baining Guo				code	12
MI2LS: multi-instance learning from multiple informationsources	Dan Zhang, Jingrui He, Richard D. Lawrence				code	12
The business impact of deep learning	Jeremy Howard				code	12
Towards long-lead forecasting of extreme flood events: a data mining framework for precipitation cluster precursors identification	Dawei Wang, Wei Ding, Kui Yu, Xindong Wu, Ping Chen, David L. Small, Shafiqul Islam				code	12
KeySee: supporting keyword search on evolving events in social streams	Pei Lee, Laks V. S. Lakshmanan, Evangelos E. Milios				code	11
Collaborative boosting for activity classification in microblogs	Yangqiu Song, Zhengdong Lu, Cane Wingki Leung, Qiang Yang				code	11
Learning mixed kronecker product graph models with simulated method of moments	Sebastián Moreno, Jennifer Neville, Sergey Kirshner				code	11
iHR: an online recruiting system for Xiamen Talent Service Center	Wenxing Hong, Lei Li, Tao Li, Wenfu Pan				code	11
A time-dependent enhanced support vector machine for time series regression	Goce Ristanoski, Wei Liu, James Bailey				code	11
A general bootstrap performance diagnostic	Ariel Kleiner, Ameet Talwalkar, Sameer Agarwal, Ion Stoica, Michael I. Jordan				code	10
LAICOS: an open source platform for personalized social web search	Mohamed Reda Bouadjenek, Hakim Hacid, Mokrane Bouzeghoub				code	9
Measuring spontaneous devaluations in user preferences	Komal Kapoor, Nisheeth Srivastava, Jaideep Srivastava, Paul R. Schrater				code	9
Scalable inference in max-margin topic models	Jun Zhu, Xun Zheng, Li Zhou, Bo Zhang				code	9
Improving quality control by early prediction of manufacturing outcomes	Sholom M. Weiss, Amit Dhurandhar, Robert J. Baseman				code	9
Palette power: enabling visual search through colors	Anurag Bhardwaj, Atish Das Sarma, Wei Di, Raffay Hamid, Robinson Piramuthu, Neel Sundaresan				code	8
EventCube: multi-dimensional search and mining of structured and text data	Fangbo Tao, Kin Hou Lei, Jiawei Han, Chengxiang Zhai, Xiao Cheng, Marina Danilevsky, Nihit Desai, Bolin Ding, Jing Ge, Heng Ji, Rucha Kanade, Anne Kao, Qi Li, Yanen Li, Cindy Xide Lin, Jialu Liu, Nikunj C. Oza, Ashok N. Srivastava, Rodney Tjoelker, Chi Wang, Duo Zhang, Bo Zhao				code	8
Amplifying the voice of youth in Africa via text analytics	Prem Melville, Vijil Chenthamarakshan, Richard D. Lawrence, James Powell, Moses Mugisha, Sharad Sapra, Rajesh Anandan, Solomon Assefa				code	8
Inferring distant-time location in low-sampling-rate trajectories	MengFen Chiang, YungHsiang Lin, WenChih Peng, Philip S. Yu				code	7
AMETHYST: a system for mining and exploring topical hierarchies of heterogeneous data	Marina Danilevsky, Chi Wang, Fangbo Tao, Son Nguyen, Gong Chen, Nihit Desai, Lidan Wang, Jiawei Han				code	7
Representing documents through their readers	Khalid ElArini, Min Xu, Emily B. Fox, Carlos Guestrin				code	7
Risk-O-Meter: an intelligent clinical risk calculator	Kiyana Zolfaghar, Jayshree Agarwal, Deepthi Sistla, SiChi Chin, Senjuti Basu Roy, Nele Verbiest				code	7
Query clustering based on bid landscape for sponsored search auction optimization	Ye Chen, Weiguo Liu, Jeonghee Yi, Anton Schwaighofer, Tak W. Yan				code	6
Dynamic memory allocation policies for postings in real-time Twitter search	Nima Asadi, Jimmy Lin, Michael Busch				code	6
Fast structure learning in generalized stochastic processes with latent factors	Mohammad Taha Bahadori, Yan Liu, Eric P. Xing				code	6
SEA: a system for event analysis on chinese tweets	Yaqiong Wang, Hongfu Liu, Hao Lin, Junjie Wu, Zhiang Wu, Jie Cao				code	6
Network sampling	Lise Getoor, Ashwin Machanavajjhala				code	5
Optimizing parallel belief propagation in junction treesusing regression	Lu Zheng, Ole J. Mengshoel				code	5
Cyber security: how visual analytics unlock insight	Raffael Marty				code	5
Analysis of advanced meter infrastructure data of water consumption in apartment buildings	Einat Kermany, Hanna Mazzawi, Dorit Baras, Yehuda Naveh, Hagai Michaelis				code	5
Mining for geographically disperse communities in social networks by leveraging distance modularity	Paulo Shakarian, Patrick Roos, Devon Callahan, Cory Kirk				code	5
Estimating sharer reputation via social data calibration	Jaewon Yang, BeeChung Chen, Deepak Agarwal				code	4
Constrained stochastic gradient descent for large-scale least squares problem	Yang Mu, Wei Ding, Tianyi Zhou, Dacheng Tao				code	4
Financing lead triggers: empowering sales reps through knowledge discovery and fusion	Kareem S. Aggour, Bethany Hoogs				code	4
Exploratory analysis of highly heterogeneous document collections	Arun S. Maiya, John P. Thompson, Francisco LoaizaLemos, Robert M. Rolfe				code	4
A data-driven method for in-game decision making in MLB: when to pull a starting pitcher	Gartheeban Ganeshapillai, John V. Guttag				code	4
Mining data from mobile devices: a survey of smart sensing and analytics	Spiros Papadimitriou, Tina EliassiRad				code	4
Robust sparse estimation of multiresponse regression and inverse covariance matrix via the L2 distance	Aurélie C. Lozano, Huijing Jiang, Xinwei Deng				code	3
Beyond myopic inference in big data pipelines	Karthik Raman, Adith Swaminathan, Johannes Gehrke, Thorsten Joachims				code	3
Model selection in markovian processes	Assaf Hallak, Dotan Di Castro, Shie Mannor				code	3
Mining lines in the sand: on trajectory discovery from untrustworthy data in cyber-physical system	LuAn Tang, Xiao Yu, Quanquan Gu, Jiawei Han, Alice Leung, Thomas La Porta				code	3
Nonparametric hierarchal bayesian modeling in non-contractual heterogeneous survival data	Shouichi Nagano, Yusuke Ichikawa, Noriko Takaya, Tadasu Uchiyama, Makoto Abe				code	3
Quadratic optimization to identify highly heritable quantitative traits from complex phenotypic features	Jiangwen Sun, Jinbo Bi, Henry R. Kranzler				code	3
Adaptive adversaries: building systems to fight fraud and cyber intruders	Ari Gesher				code	3
Hadoop: a view from the trenches	Milind Bhandarkar				code	3
Scalable supervised dimensionality reduction using clustering	Troy Raeder, Claudia Perlich, Brian Dalessandro, Ori Stitelman, Foster J. Provost				code	3
Experience from hosting a corporate prediction market: benefits beyond the forecasts	Thomas A. Montgomery, Paul M. Stieg, Michael J. Cavaretta, Paul E. Moraal				code	3
Exploiting user clicks for automatic seed set generation for entity matching	Xiao Bai, Flavio Paiva Junqueira, Srinivasan H. Sengamedu				code	2
Speeding up large-scale learning with a social prior	Deepayan Chakrabarti, Ralf Herbrich				code	2
LAFT-Explorer: inferring, visualizing and predicting how your social network expands	Jun Zhang, Chaokun Wang, Yuanchi Ning, Yichi Liu, Jianmin Wang, Philip S. Yu				code	2
Trial and error in influential social networks	Xiaohui Bei, Ning Chen, Liyu Dou, Xiangru Huang, Ruixin Qiang				code	2
Succinct interval-splitting tree for scalable similarity search of compound-protein pairs with property constraints	Yasuo Tabei, Akihiro Kishimoto, Masaaki Kotera, Yoshihiro Yamanishi				code	1
The online revolution: education for everyone	Andrew Y. Ng, Daphne Koller				code	1
Indexed block coordinate descent for large-scale linear classification with limited memory	Ian EnHsu Yen, ChunFu Chang, TingWei Lin, ShanWei Lin, ShouDe Lin				code	1
Exact sparse recovery with L0 projections	Ping Li, CunHui Zhang				code	1
Targeting and influencing at scale: from presidential elections to social good	Rayid Ghani				code	1
A data mining driven risk profiling method for road asset management	Daniel Emerson, Justin Weligamage, Richi Nayak				code	1
Efficiently rewriting large multimedia application execution traces with few event sequences	Christiane Kamdem Kengne, Léon Constantin Fopa, Alexandre Termier, Noha Ibrahim, MarieChristine Rousset, Takashi Washio, Miguel Santana				code	1
A privacy preserving framework for managing vehicle data in road pricing systems	Huayu Wu, Wee Siong Ng, KianLee Tan, Wei Wu, Shili Xiang, Mingqiang Xue				code	1
Algorithmic techniques for modeling and mining large graphs (AMAzING)	Alan M. Frieze, Aristides Gionis, Charalampos E. Tsourakakis				code	1
Predicting the present with search engine data	Hal R. Varian				code	0
Mining the digital universe of data to develop personalized cancer therapies	Eric E. Schadt				code	0
An online system with end-user services: mining novelty concepts from tv broadcast subtitles	Mika Rautiainen, Jouni Sarvanko, Arto Heikkinen, Mika Ylianttila, Vassilis Kostakos				code	0
When TEDDY meets GrizzLY: temporal dependency discovery for triggering road deicing operations	Céline Robardet, VasileMarian Scuturici, Marc Plantevit, Antoine Fraboulet				code	0
Scale-out beyond map-reduce	Raghu Ramakrishnan				code	0
Optimization in learning and data analysis	Stephen J. Wright				code	0
Repetition-aware content placement in navigational networks	Dóra Erdös, Vatche Ishakian, Azer Bestavros, Evimaria Terzi				code	0
To buy or not to buy: that is the question	Oren Etzioni				code	0
Using "big data" to solve "small data" problems	Chris Neumann				code	0
Panel: a data scientist's guide to making money from start-ups	Foster J. Provost, Geoffrey I. Webb				code	0
SAE: social analytic engine for large networks	Yang Yang, Jianfei Wang, Yutao Zhang, Wei Chen, Jing Zhang, Honglei Zhuang, Zhilin Yang, Bo Ma, Zhanpeng Fang, Sen Wu, Xiaoxiao Li, Debing Liu, Jie Tang				code	0
The dataminer's guide to scalable mixed-membership and nonparametric bayesian models	Amr Ahmed, Alexander J. Smola				code	0