kdd2014.md

KDD2014 Paper List

论文	作者	组织	摘要	翻译	代码	引用数
DeepWalk: online learning of social representations	Bryan Perozzi, Rami AlRfou, Steven Skiena				code	4455
Knowledge vault: a web-scale approach to probabilistic knowledge fusion	Xin Dong, Evgeniy Gabrilovich, Geremy Heitz, Wilko Horn, Ni Lao, Kevin Murphy, Thomas Strohmann, Shaohua Sun, Wei Zhang				code	763
Clustering and projected clustering with adaptive neighbors	Feiping Nie, Xiaoqian Wang, Heng Huang				code	399
GeoMF: joint geographical modeling and matrix factorization for point-of-interest recommendation	Defu Lian, Cong Zhao, Xing Xie, Guangzhong Sun, Enhong Chen, Yong Rui				code	388
Travel time estimation of a path using sparse trajectories	Yilun Wang, Yu Zheng, Yexiang Xue				code	333
Efficient mini-batch training for stochastic optimization	Mu Li, Tong Zhang, Yuqiang Chen, Alexander J. Smola				code	302
A dirichlet multinomial mixture model-based approach for short text clustering	Jianhua Yin, Jianyong Wang				code	278
Learning time-series shapelets	Josif Grabocka, Nicolas Schilling, Martin Wistuba, Lars SchmidtThieme				code	227
Jointly modeling aspects, ratings and sentiments for movie recommendation (JMARS)	Qiming Diao, Minghui Qiu, ChaoYuan Wu, Alexander J. Smola, Jing Jiang, Chong Wang				code	219
Inferring gas consumption and pollution emission of vehicles throughout a city	Jingbo Shang, Yu Zheng, Wenzhu Tong, Eric Chang, Yong Yu				code	166
Open question answering over curated and extracted knowledge bases	Anthony Fader, Luke Zettlemoyer, Oren Etzioni				code	152
Optimal real-time bidding for display advertising	Weinan Zhang, Shuai Yuan, Jun Wang				code	151
FastXML: a fast, accurate and stable tree-classifier for extreme multi-label learning	Yashoteja Prabhu, Manik Varma				code	136
Streaming submodular maximization: massive data summarization on the fly	Ashwinkumar Badanidiyuru, Baharan Mirzasoleiman, Amin Karbasi, Andreas Krause				code	131
Meta-path based multi-network collective link prediction	Jiawei Zhang, Philip S. Yu, ZhiHua Zhou				code	127
COM: a generative model for group recommendation	Quan Yuan, Gao Cong, ChinYew Lin				code	126
Focused clustering and outlier detection in large attributed graphs	Bryan Perozzi, Leman Akoglu, Patricia Iglesias Sánchez, Emmanuel Müller				code	125
Inferring user demographics and social strategies in mobile social networks	Yuxiao Dong, Yang Yang, Jie Tang, Yang Yang, Nitesh V. Chawla				code	124
Marble: high-throughput phenotyping from electronic health records via sparse nonnegative tensor factorization	Joyce C. Ho, Joydeep Ghosh, Jimeng Sun				code	121
Unsupervised learning of disease progression models	Xiang Wang, David A. Sontag, Fei Wang				code	121
A cost-effective recommender system for taxi drivers	Meng Qu, Hengshu Zhu, Junming Liu, Guannan Liu, Hui Xiong				code	118
Reducing the sampling complexity of topic models	Aaron Q. Li, Amr Ahmed, Sujith Ravi, Alexander J. Smola				code	116
'Beating the news' with EMBERS: forecasting civil unrest using open source indicators	Naren Ramakrishnan, Patrick Butler, Sathappan Muthiah, Nathan Self, Rupinder Paul Khandpur, Parang Saraf, Wei Wang, Jose Cadena, Anil Vullikanti, Gizem Korkmaz, Chris J. Kuhlman, Achla Marathe, Liang Zhao, Ting Hua, Feng Chen, ChangTien Lu, Bert Huang, Aravind Srinivasan, Khoa Trinh, Lise Getoor, Graham Katz, Andy Doyle, Chris Ackermann, Ilya Zavorin, Jim Ford, Kristen Maria Summers, Youssef Fayed, Jaime Arredondo, Dipak Gupta, David Mares				code	112
Mobile app recommendations with security and privacy awareness	Hengshu Zhu, Hui Xiong, Yong Ge, Enhong Chen				code	110
Log-based predictive maintenance	Ruben Sipos, Dmitriy Fradkin, Fabian Mörchen, Zhuang Wang				code	110
Seven rules of thumb for web site experimenters	Ron Kohavi, Alex Deng, Roger Longbotham, Ya Xu				code	110
Heat kernel based community detection	Kyle Kloster, David F. Gleich				code	102
Who to follow and why: link prediction with explanations	Nicola Barbieri, Francesco Bonchi, Giuseppe Manco				code	100
Prediction of human emergency behavior and their mobility following large-scale disaster	Xuan Song, Quanshi Zhang, Yoshihide Sekimoto, Ryosuke Shibasaki				code	99
Core decomposition of uncertain graphs	Francesco Bonchi, Francesco Gullo, Andreas Kaltenbrunner, Yana Volkovich				code	96
CatchSync: catching synchronized behavior in large directed graphs	Meng Jiang, Peng Cui, Alex Beutel, Christos Faloutsos, Shiqiang Yang				code	95
Guilt by association: large scale malware detection by mining file-relation graphs	Acar Tamersoy, Kevin A. Roundy, Duen Horng Chau				code	91
Graph sample and hold: a framework for big-graph analytics	Nesreen K. Ahmed, Nick G. Duffield, Jennifer Neville, Ramana Rao Kompella				code	89
Balanced graph edge partition	Florian Bourse, Marc Lelarge, Milan Vojnovic				code	87
Modeling human location data with mixtures of kernel densities	Moshe Lichman, Padhraic Smyth				code	86
Mining topics in documents: standing on the shoulders of big data	Zhiyuan Chen, Bing Liu				code	82
Non-parametric scan statistics for event detection and forecasting in heterogeneous social media graphs	Feng Chen, Daniel B. Neill				code	81
Differentially private network data release via structural inference	Qian Xiao, Rui Chen, KianLee Tan				code	80
Community membership identification from small seed sets	Isabel M. Kloumann, Jon M. Kleinberg				code	80
On the permanence of vertices in network communities	Tanmoy Chakraborty, Sriram Srinivasan, Niloy Ganguly, Animesh Mukherjee, Sanjukta Bhowmick				code	80
Large scale visual recommendations from street fashion images	Vignesh Jagadeesh, Robinson Piramuthu, Anurag Bhardwaj, Wei Di, Neel Sundaresan				code	79
Active semi-supervised learning using sampling theory for graph signals	Akshay Gadde, Aamir Anis, Antonio Ortega				code	79
Unfolding physiological state: mortality modelling in intensive care units	Marzyeh Ghassemi, Tristan Naumann, Finale DoshiVelez, Nicole Brimmer, Rohit Joshi, Anna Rumshisky, Peter Szolovits				code	79
From micro to macro: data driven phenotyping by densification of longitudinal electronic medical records	Jiayu Zhou, Fei Wang, Jianying Hu, Jieping Ye				code	77
MMRate: inferring multi-aspect diffusion networks with multi-pattern cascades	Senzhang Wang, Xia Hu, Philip S. Yu, Zhoujun Li				code	76
ClusCite: effective citation recommendation by information network-based clustering	Xiang Ren, Jialu Liu, Xiao Yu, Urvashi Khandelwal, Quanquan Gu, Lidan Wang, Jiawei Han				code	73
EARS (earthquake alert and report system): a real time decision support system for earthquake crisis management	Marco Avvenuti, Stefano Cresci, Andrea Marchetti, Carlo Meletti, Maurizio Tesconi				code	73
A case study: privacy preserving release of spatio-temporal density in paris	Gergely Ács, Claude Castelluccia				code	72
We know what you want to buy: a demographic-based system for product recommendation on microblogs	Wayne Xin Zhao, Yanwei Guo, Yulan He, Han Jiang, Yuexin Wu, Xiaoming Li				code	68
Large-scale high-precision topic modeling on twitter	ShuangHong Yang, Alek Kolcz, Andy Schlaikjer, Pankaj Gupta				code	68
Automated hypothesis generation based on mining scientific literature	W. Scott Spangler, Angela D. Wilkins, Benjamin J. Bachman, Meena Nagarajan, Tajhal Dayaram, Peter J. Haas, Sam Regenbogen, Curtis R. Pickering, Austin Comer, Jeffrey N. Myers, Ioana Stanoi, Linda Kato, Ana Lelescu, Jacques J. Labrie, Neha Parikh, Andreas Martin Lisewski, Lawrence A. Donehower, Ying Chen, Olivier Lichtarge				code	65
Exploiting geographic dependencies for real estate appraisal: a mutual perspective of ranking and clustering	Yanjie Fu, Hui Xiong, Yong Ge, Zijun Yao, Yu Zheng, ZhiHua Zhou				code	64
People on drugs: credibility of user statements in health communities	Subhabrata Mukherjee, Gerhard Weikum, Cristian DanescuNiculescuMizil				code	64
FAST-PPR: scaling personalized pagerank estimation for large graphs	Peter Lofgren, Siddhartha Banerjee, Ashish Goel, Seshadhri Comandur				code	62
Modeling delayed feedback in display advertising	Olivier Chapelle				code	60
Gradient boosted feature selection	Zhixiang Eddie Xu, Gao Huang, Kilian Q. Weinberger, Alice X. Zheng				code	59
On social event organization	Keqian Li, Wei Lu, Smriti Bhagat, Laks V. S. Lakshmanan, Cong Yu				code	59
Event detection in activity networks	Polina Rozenshtein, Aris Anagnostopoulos, Aristides Gionis, Nikolaj Tatti				code	58
Scalable diffusion-aware optimization of network topology	Elias Boutros Khalil, Bistra Dilkina, Le Song				code	57
Methods for ordinal peer grading	Karthik Raman, Thorsten Joachims				code	55
FUNNEL: automatic mining of spatially coevolving epidemics	Yasuko Matsubara, Yasushi Sakurai, Willem G. van Panhuis, Christos Faloutsos				code	54
Large margin distribution machine	Teng Zhang, ZhiHua Zhou				code	51
SigniTrend: scalable detection of emerging topics in textual streams by hashed significance thresholds	Erich Schubert, Michael Weiler, HansPeter Kriegel				code	49
Correlating events with time series for incident diagnosis	Chen Luo, JianGuang Lou, Qingwei Lin, Qiang Fu, Rui Ding, Dongmei Zhang, Zhe Wang				code	49
Effective global approaches for mutual information based feature selection	Xuan Vinh Nguyen, Jeffrey Chan, Simone Romano, James Bailey				code	47
Integrating spreadsheet data via accurate and low-effort extraction	Zhe Chen, Michael J. Cafarella				code	43
Detecting moving object outliers in massive-scale trajectory streams	Yanwei Yu, Lei Cao, Elke A. Rundensteiner, Qin Wang				code	43
Crowdsourced time-sync video tagging using temporal and personalized topic modeling	Bin Wu, Erheng Zhong, Ben Tan, Andrew Horner, Qiang Yang				code	42
Matching users and items across domains to improve the recommendation quality	ChungYi Li, ShouDe Lin				code	41
An empirical study of reserve price optimisation in real-time bidding	Shuai Yuan, Jun Wang, Bowei Chen, Peter Mason, Sam Seljan				code	40
TCS: efficient topic discovery over crowd-oriented service data	Yongxin Tong, Caleb Chen Cao, Lei Chen				code	39
Fast influence-based coarsening for large networks	Manish Purohit, B. Aditya Prakash, Chanhyun Kang, Yao Zhang, V. S. Subrahmanian				code	39
Inside the atoms: ranking on a network of networks	Jingchao Ni, Hanghang Tong, Wei Fan, Xiang Zhang				code	38
Grouping students in educational settings	Rakesh Agrawal, Behzad Golshan, Evimaria Terzi				code	38
Top-k frequent itemsets via differentially private FP-trees	Jaewoo Lee, Christopher W. Clifton				code	37
FEMA: flexible evolutionary multi-faceted analysis for dynamic behavioral pattern discovery	Meng Jiang, Peng Cui, Fei Wang, Xinran Xu, Wenwu Zhu, Shiqiang Yang				code	37
A system to grade computer programming skills using machine learning	Shashank Srikant, Varun Aggarwal				code	37
Exponential random graph estimation under differential privacy	Wentian Lu, Gerome Miklau				code	36
A hazard based approach to user return time prediction	Komal Kapoor, Mingxuan Sun, Jaideep Srivastava, Tao Ye				code	36
Dynamics of news events and social media reaction	Mikalai Tsytsarau, Themis Palpanas, Malú Castellanos				code	36
Minimizing seed set selection with probabilistic coverage guarantee in a social network	Peng Zhang, Wei Chen, Xiaoming Sun, Yajun Wang, Jialin Zhang				code	36
Utilizing temporal patterns for estimating uncertainty in interpretable early decision making	Mohamed F. Ghalwash, Vladan Radosavljevic, Zoran Obradovic				code	35
Identifying and labeling search tasks via query-based hawkes processes	Liangda Li, Hongbo Deng, Anlei Dong, Yi Chang, Hongyuan Zha				code	34
Prototype-based learning on concept-drifting data streams	Junming Shao, Zahra Ahmadi, Stefan Kramer				code	34
GLAD: group anomaly detection in social media analysis	Qi Rose Yu, Xinran He, Yan Liu				code	34
Efficient multi-task feature learning with calibration	Pinghua Gong, Jiayu Zhou, Wei Fan, Jieping Ye				code	33
Budget pacing for targeted online advertisements at LinkedIn	Deepak Agarwal, Souvik Ghosh, Kai Wei, Siyu You				code	33
Active learning for sparse bayesian multilabel classification	Deepak Vasisht, Andreas C. Damianou, Manik Varma, Ashish Kapoor				code	33
Modeling professional similarity by mining professional career trajectories	Ye Xu, Zang Li, Abhishek Gupta, Ahmet Bugdayci, Anmol Bhasin				code	32
Incremental and decremental training for linear classification	ChengHao Tsai, ChiehYen Lin, ChihJen Lin				code	32
Online multiple kernel regression	Doyen Sahoo, Steven C. H. Hoi, Bin Li				code	30
Correlation clustering in MapReduce	Flavio Chierichetti, Nilesh N. Dalvi, Ravi Kumar				code	30
Predicting student risks through longitudinal analysis	Ashay Tamhane, Shajith Ikbal, Bikram Sengupta, Mayuri Duggirala, James Appleton				code	30
Activity-edge centric multi-label classification for mining heterogeneous information networks	Yang Zhou, Ling Liu				code	29
Almost linear-time algorithms for adaptive betweenness centrality using hypergraph sketches	Yuichi Yoshida				code	29
Provable deterministic leverage score sampling	Dimitris S. Papailiopoulos, Anastasios Kyrillidis, Christos Boutsidis				code	28
Time-varying learning and content analytics via sparse factor analysis	Andrew S. Lan, Christoph Studer, Richard G. Baraniuk				code	28
Using strong triadic closure to characterize ties in social networks	Stavros Sintos, Panayiotis Tsaparas				code	28
Style in the long tail: discovering unique interests with latent variable models in large scale social E-commerce	Diane Hu, Rob Hall, Josh Attenberg				code	27
Large-scale adaptive semi-supervised learning via unified inductive and transductive model	De Wang, Feiping Nie, Heng Huang				code	27
Open-domain quantity queries on web tables: annotation, response, and consensus models	Sunita Sarawagi, Soumen Chakrabarti				code	27
Activity ranking in LinkedIn feed	Deepak Agarwal, BeeChung Chen, Rupesh Gupta, Joshua Hartman, Qi He, Anand Iyer, Sumanth Kolar, Yiming Ma, Pannagadatta Shivaswamy, Ajit Singh, Liang Zhang				code	26
Improving management of aquatic invasions by integrating shipping network, ecological, and environmental data: data mining for social good	Jian Xu, Thanuka L. Wickramarathne, Nitesh V. Chawla, Erin K. Grey, Karsten Steinhaeuser, Reuben P. Keller, John M. Drake, David M. Lodge				code	26
Predicting employee expertise for talent management in the enterprise	Kush R. Varshney, Vijil Chenthamarakshan, Scott W. Fancher, Jun Wang, DongPing Fang, Aleksandra Mojsilovic				code	26
LASTA: large scale topic assignment on multiple social networks	Nemanja Spasojevic, Jinyun Yan, Adithya Rao, Prantik Bhattacharyya				code	26
Scalable hands-free transfer learning for online advertising	Brian Dalessandro, Daizhuo Chen, Troy Raeder, Claudia Perlich, Melinda Han Williams, Foster J. Provost				code	25
FBLG: a simple and effective approach for temporal dependence discovery from time series data	Dehua Cheng, Mohammad Taha Bahadori, Yan Liu				code	24
Experiments with non-parametric topic models	Wray L. Buntine, Swapnil Mishra				code	24
Profit-maximizing cluster hires	Behzad Golshan, Theodoros Lappas, Evimaria Terzi				code	24
Scalable heterogeneous translated hashing	Ying Wei, Yangqiu Song, Yi Zhen, Bo Liu, Qiang Yang				code	23
Stability of influence maximization	Xinran He, David Kempe				code	23
Personalized search result diversification via structured learning	Shangsong Liang, Zhaochun Ren, Maarten de Rijke				code	22
Algorithms for interpretable machine learning	Cynthia Rudin				code	22
Detecting anomalies in dynamic rating data: a robust probabilistic model for rating evolution	Stephan Günnemann, Nikou Günnemann, Christos Faloutsos				code	22
Scalable near real-time failure localization of data center networks	Herodotos Herodotou, Bolin Ding, Shobana Balakrishnan, Geoff Outhred, Percy Fitter				code	22
Community detection in graphs through correlation	Lian Duan, William Nick Street, Yanchi Liu, Haibing Lu				code	20
Up next: retrieval methods for large scale related video suggestion	Michael Bendersky, Lluis Garcia Pueyo, Jeremiah J. Harmsen, Vanja Josifovski, Dima Lepikhin				code	19
Unveiling clusters of events for alert and incident management in large-scale enterprise it	Derek Lin, Rashmi Raghu, Vivek Ramamurthy, Jin Yu, Regunathan Radhakrishnan, Joseph Fernandez				code	19
Clinical risk prediction with multilinear sparse logistic regression	Fei Wang, Ping Zhang, Buyue Qian, Xiang Wang, Ian Davidson				code	19
Streamed approximate counting of distinct elements: beating optimal batch methods	Daniel Ting				code	18
Box drawings for learning with imbalanced data	Siong Thye Goh, Cynthia Rudin				code	18
Applying data mining techniques to address critical process optimization needs in advanced manufacturing	Li Zheng, Chunqiu Zeng, Lei Li, Yexi Jiang, Wei Xue, Jingxuan Li, Chao Shen, Wubai Zhou, Hongtai Li, Liang Tang, Tao Li, Bing Duan, Ming Lei, Pengnian Wang				code	18
Modeling impression discounting in large-scale recommender systems	Pei Lee, Laks V. S. Lakshmanan, Mitul Tiwari, Sam Shah				code	17
Knock it off: profiling the online storefronts of counterfeit merchandise	Matthew F. Der, Lawrence K. Saul, Stefan Savage, Geoffrey M. Voelker				code	17
Simultaneous feature and feature group selection through hard thresholding	Shuo Xiang, Tao Yang, Jieping Ye				code	17
Quantifying herding effects in crowd wisdom	Ting Wang, Dashun Wang, Fei Wang				code	17
Temporal skeletonization on sequential data: patterns, categorization, and visualization	Chuanren Liu, Kai Zhang, Hui Xiong, Geoff Jiang, Qiang Yang				code	16
The interplay between dynamics and networks: centrality, communities, and cheeger inequality	Rumi Ghosh, ShangHua Teng, Kristina Lerman, Xiaoran Yan				code	16
Corporate residence fraud detection	Enric Junqué de Fortuny, Marija Stankova, Julie Moeyersoms, Bart Minnaert, Foster J. Provost, David Martens				code	16
Spatially embedded co-offence prediction using supervised learning	Mohammad A. Tayebi, Martin Ester, Uwe Glässer, Patricia L. Brantingham				code	16
Entity profiling with varying source reliabilities	Furong Li, MongLi Lee, Wynne Hsu				code	15
Analyzing expert behaviors in collaborative networks	Huan Sun, Mudhakar Srivatsa, Shulong Tan, Yang Li, Lance M. Kaplan, Shu Tao, Xifeng Yan				code	14
Probabilistic latent network visualization: inferring and embedding diffusion networks	Takeshi Kurashima, Tomoharu Iwata, Noriko Takaya, Hiroshi Sawada				code	14
Representative clustering of uncertain data	Andreas Züfle, Tobias Emrich, Klaus Arthur Schmid, Nikos Mamoulis, Arthur Zimek, Matthias Renz				code	14
Proactive workflow modeling by stochastic processes with application to healthcare operation and management	Chuanren Liu, Yong Ge, Hui Xiong, Keli Xiao, Wei Geng, Matt Perkins				code	14
New algorithms for parking demand management and a city-scale deployment	Onno Zoeter, Christopher R. Dance, Stéphane Clinchant, JeanMarc Andreoli				code	14
ISIS: a networked-epidemiology based pervasive web app for infectious disease pandemic planning and response	Richard J. Beckman, Keith R. Bisset, Jiangzhuo Chen, Bryan L. Lewis, Madhav V. Marathe, Paula Elaine Stretz				code	14
LWI-SVD: low-rank, windowed, incremental singular value decompositions on time-evolving data sets	Xilun Chen, K. Selçuk Candan				code	13
Scaling out big data missing value imputations: pythia vs. godzilla	Christos Anagnostopoulos, Peter Triantafillou				code	13
Modeling mass protest adoption in social network communities using geometric brownian motion	Fang Jin, Rupinder Paul Khandpur, Nathan Self, Edward R. Dougherty, Sheng Guo, Feng Chen, B. Aditya Prakash, Naren Ramakrishnan				code	13
Identifying tourists from public transport commuters	Mingqiang Xue, Huayu Wu, Wei Chen, Wee Siong Ng, Gin Howe Goh				code	13
Shallow semantic parsing of product offering titles (for better automatic hyperlink insertion)	Gabor Melli				code	12
Class-distribution regularized consensus maximization for alleviating overfitting in model combination	Sihong Xie, Jing Gao, Wei Fan, Deepak S. Turaga, Philip S. Yu				code	12
Distance metric learning using dropout: a structured regularization approach	Qi Qian, Juhua Hu, Rong Jin, Jian Pei, Shenghuo Zhu				code	12
Learning with dual heterogeneity: a nonparametric bayes model	Hongxia Yang, Jingrui He				code	12
Sentiment expression conditioned by affective transitions and social forces	Moritz Sudhof, Andrés Goméz Emilsson, Andrew L. Maas, Christopher Potts				code	12
Learning multifractal structure in large networks	Austin R. Benson, Carlos Riquelme, Sven Schmit				code	12
Optimal recommendations under attraction, aversion, and social influence	Wei Lu, Stratis Ioannidis, Smriti Bhagat, Laks V. S. Lakshmanan				code	11
The setwise stream classification problem	Charu C. Aggarwal				code	11
Predicting long-term impact of CQA posts: a comprehensive viewpoint	Yuan Yao, Hanghang Tong, Feng Xu, Jian Lu				code	11
Scaling up deep learning	Yoshua Bengio				code	11
Targeting direct cash transfers to the extremely poor	Brian Abelson, Kush R. Varshney, Joy Sun				code	10
FoodSIS: a text mining system to improve the state of food safety in singapore	Kiran Kate, Sneha Chaudhari, Andy Prapanca, Jayant Kalagnanam				code	10
Efficient SimRank computation via linearizationPublication of this article pending inquiry	Takanori Maehara, Mitsuru Kusumoto, Kenichi Kawarabayashi				code	9
Semantic visualization for spherical representation	Tuan M. V. Le, Hady Wirawan Lauw				code	9
Networked bandits with disjoint linear payoffs	Meng Fang, Dacheng Tao				code	9
Supervised deep learning with auxiliary networks	Junbo Zhang, Guangjian Tian, Yadong Mu, Wei Fan				code	9
Recommendation in social media: recent advances and new frontiers	Jiliang Tang, Jie Tang, Huan Liu				code	8
Good-enough brain model: challenges, algorithms and discoveries in multi-subject experiments	Evangelos E. Papalexakis, Alona Fyshe, Nicholas D. Sidiropoulos, Partha Pratim Talukdar, Tom M. Mitchell, Christos Faloutsos				code	8
SMVC: semi-supervised multi-view clustering in subspace projections	Stephan Günnemann, Ines Färber, Matthias Sebastian Rüdiger, Thomas Seidl				code	8
Towards scalable critical alert mining	Bo Zong, Yinghui Wu, Jie Song, Ambuj K. Singh, Hasan Çam, Jiawei Han, Xifeng Yan				code	8
LaSEWeb: automating search strategies over semi-structured web data	Oleksandr Polozov, Sumit Gulwani				code	7
Fast flux discriminant for large-scale sparse nonlinear classification	Wenlin Chen, Yixin Chen, Kilian Q. Weinberger				code	7
Parallel gibbs sampling for hierarchical dirichlet processes via gamma processes equivalence	Dehua Cheng, Yan Liu				code	7
A bayesian framework for estimating properties of network diffusions	Varun R. Embar, Rama Kumar Pasumarthi, Indrajit Bhattacharya				code	7
Reducing gang violence through network influence based targeting of social programs	Paulo Shakarian, Joseph Salmento, William R. Pulleyblank, John Bertetto				code	7
Correlation clustering: from theory to practice	Francesco Bonchi, David GarcíaSoriano, Edo Liberty				code	7
Leveraging user libraries to bootstrap collaborative filtering	Laurent Charlin, Richard S. Zemel, Hugo Larochelle				code	6
Active collaborative permutation learning	Jialei Wang, Nathan Srebro, James Evans				code	6
Topic-factorized ideal point estimation model for legislative voting network	Yupeng Gu, Yizhou Sun, Ning Jiang, Bingyu Wang, Ting Chen				code	6
Active-transductive learning with label-adapted kernels	Dan Kushnir				code	6
Safe and efficient screening for sparse support vector machine	Zheng Zhao, Jun Liu, James Cox				code	6
Empirical glitch explanations	Tamraparni Dasu, Ji Meng Loh, Divesh Srivastava				code	6
Deep learning	Ruslan Salakhutdinov				code	6
Scalable noise mining in long-term electrocardiographic time-series to predict death following heart attacks	ChihChun Chia, Zeeshan Syed				code	5
Unifying learning to rank and domain adaptation: enabling cross-task document scoring	Mianwei Zhou, Kevin ChenChuan Chang				code	5
LUDIA: an aggregate-constrained low-rank reconstruction algorithm to leverage publicly released health data	Yubin Park, Joydeep Ghosh				code	5
Improved testing of low rank matrices	Yi Li, Zhengyu Wang, David P. Woodruff				code	5
User effort minimization through adaptive diversification	Mahbub Hasan, Abhijith Kashyap, Vagelis Hristidis, Vassilis J. Tsotras				code	5
Online chinese restaurant process	ChienLiang Liu, TsungHsun Tsai, ChiaHoang Lee				code	5
From labor to trader: opinion elicitation via online crowds as a market	Caleb Chen Cao, Lei Chen, H. V. Jagadish				code	5
Relevant overlapping subspace clusters on categorical data	Xiao He, Jing Feng, Bettina Konte, Son T. Mai, Claudia Plant				code	5
An efficient algorithm for weak hierarchical lasso	Yashu Liu, Jie Wang, Jieping Ye				code	5
Bringing structure to text: mining phrases, entities, topics, and hierarchies	Jiawei Han, Chi Wang, Ahmed ElKishky				code	5
Frontiers in E-commerce personalization	Sri Subramaniam				code	4
Improving the modified nyström method using spectral shifting	Shusen Wang, Chao Zhang, Hui Qian, Zhihua Zhang				code	4
Scalable histograms on large probabilistic data	Mingwang Tang, Feifei Li				code	4
Computational epidemiology	Madhav V. Marathe, Anil Kumar S. Vullikanti				code	4
Statistically sound pattern discovery	Wilhelmiina Hämäläinen, Geoffrey I. Webb				code	4
Distance queries from sampled data: accurate and efficient	Edith Cohen				code	3
A multi-class boosting method with direct optimization	Shaodan Zhai, Tian Xia, Shaojun Wang				code	3
Factorized sparse learning models with interpretable high order feature interactions	Sanjay Purushotham, Martin Renqiang Min, C.C. Jay Kuo, Rachel Ostroff				code	2
Fast DTT: a near linear algorithm for decomposing a tensor into factor tensors	Xiaomin Fang, Rong Pan				code	2
Who are experts specializing in landscape photography?: analyzing topic-specific authority on content sharing services	Bin Bi, Ben Kao, Chang Wan, Junghoo Cho				code	2
Data science through the lens of social science	Drew Conway				code	2
Mining text snippets for images on the web	Anitha Kannan, Simon Baker, Krishnan Ramnath, Juliet Fiss, Dahua Lin, Lucy Vanderwende, Rizwan Ansary, Ashish Kapoor, Qifa Ke, Matt Uyttendaele, XinJing Wang, Lei Zhang				code	2
Novel geospatial interpolation analytics for general meteorological measurements	Bingsheng Wang, Jinjun Xiong				code	2
Multi-task copula by sparse graph regression	Tianyi Zhou, Dacheng Tao				code	1
Does social good justify risking personal privacy?	Raghu Ramakrishnan, Geoffrey I. Webb				code	1
Product selection problem: improve market share by learning consumer behavior	Silei Xu, John ChiShing Lui				code	1
Batch discovery of recurring rare classes toward identifying anomalous samples	Murat Dundar, Halid Ziya Yerebakan, Bartek Rajwa				code	1
Sleep analytics and online selective anomaly detection	Tahereh Babaie, Sanjay Chawla, Romesh G. Abeysuriya				code	1
A data driven approach to diagnosing and treating disease	Eric E. Schadt				code	1
Network structural analysis via core-tree-decomposition Publication of this article pending inquiry	Takuya Akiba, Takanori Maehara, Kenichi Kawarabayashi				code	1
Network mining and analysis for social applications	Feida Zhu, Huan Sun, Xifeng Yan				code	1
Medicine in the age of electronic health records	Nigam Shah				code	0
Filling context-ad vocabulary gaps with click logs	Yukihiro Tagami, Toru Hotta, Yusuke Tanaka, Shingo Ono, Koji Tsukamoto, Akira Tajima				code	0
Management and analytic of biomedical big data with cloud-based in-memory database and dynamic querying: a hands-on experience with real-world data	Mengling Feng, Mohammad M. Ghassemi, Thomas Brennan, John Ellenberger, Ishrar Hussain, Roger G. Mark				code	0
Bugbears or legitimate threats?: (social) scientists' criticisms of machine learning?	Sendhil Mullainathan				code	0
The battle for the future of data mining	Oren Etzioni				code	0
Data, predictions, and decisions in support of people and society	Eric Horvitz				code	0
Dual beta process priors for latent cluster discovery in chronic obstructive pulmonary disease	James C. Ross, Peter J. Castaldi, Michael H. Cho, Jennifer G. Dy				code	0
Predictive modeling in practice: a case study from sprint	Tracy De Poalo, Jeremy Howard				code	0
Information environment security	Rand Waltzman				code	0
Big data for social good	Nathan Eagle				code	0
Bringing data science to the speakers of every language	Robert Munro				code	0
Large scale predictive modeling for micro-simulation of 3G air interface load	Dejan Radosavljevik, Peter van der Putten				code	0