kdd2013.md

KDD2013 Paper List

论文	作者	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