| 2013 | A "semi-lazy" approach to probabilistic path prediction. Jingbo Zhou, Anthony K. H. Tung, Wei Wu, Wee Siong Ng |
| 2013 | A data mining driven risk profiling method for road asset management. Daniel Emerson, Justin Weligamage, Richi Nayak |
| 2013 | A data-driven method for in-game decision making in MLB: when to pull a starting pitcher. Gartheeban Ganeshapillai, John V. Guttag |
| 2013 | A general bootstrap performance diagnostic. Ariel Kleiner, Ameet Talwalkar, Sameer Agarwal, Ion Stoica, Michael I. Jordan |
| 2013 | A new collaborative filtering approach for increasing the aggregate diversity of recommender systems. Katja Niemann, Martin Wolpers |
| 2013 | 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 |
| 2013 | A privacy preserving framework for managing vehicle data in road pricing systems. Huayu Wu, Wee Siong Ng, Kian-Lee Tan, Wei Wu, Shili Xiang, Mingqiang Xue |
| 2013 | A space efficient streaming algorithm for triangle counting using the birthday paradox. Madhav Jha, C. Seshadhri, Ali Pinar |
| 2013 | A time-dependent enhanced support vector machine for time series regression. Goce Ristanoski, Wei Liu, James Bailey |
| 2013 | A tool for collecting provenance data in social media. Pritam Gundecha, Suhas Ranganath, Zhuo Feng, Huan Liu |
| 2013 | A transfer learning based framework of crowd-selection on twitter. Zhou Zhao, Da Yan, Wilfred Ng, Shi Gao |
| 2013 | A unified search federation system based on online user feedback. Luo Jie, Sudarshan Lamkhede, Rochit Sapra, Evans Hsu, Helen Song, Yi Chang |
| 2013 | 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 |
| 2013 | Accurate intelligible models with pairwise interactions. Yin Lou, Rich Caruana, Johannes Gehrke, Giles Hooker |
| 2013 | Active learning and search on low-rank matrices. Danica J. Sutherland, Barnabás Póczos, Jeff G. Schneider |
| 2013 | Active search on graphs. Xuezhi Wang, Roman Garnett, Jeff G. Schneider |
| 2013 | 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 |
| 2013 | Adaptive adversaries: building systems to fight fraud and cyber intruders. Ari Gesher |
| 2013 | Adaptive collective routing using gaussian process dynamic congestion models. Siyuan Liu, Yisong Yue, Ramayya Krishnan |
| 2013 | Algorithmic techniques for modeling and mining large graphs (AMAzING). Alan M. Frieze, Aristides Gionis, Charalampos E. Tsourakakis |
| 2013 | 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 |
| 2013 | An efficient ADMM algorithm for multidimensional anisotropic total variation regularization problems. Sen Yang, Jie Wang, Wei Fan, Xiatian Zhang, Peter Wonka, Jieping Ye |
| 2013 | An integrated framework for optimizing automatic monitoring systems in large IT infrastructures. Liang Tang, Tao Li, Larisa Shwartz, Florian Pinel, Genady Grabarnik |
| 2013 | An integrated framework for suicide risk prediction. Truyen Tran, Dinh Q. Phung, Wei Luo, Richard Harvey, Michael Berk, Svetha Venkatesh |
| 2013 | An online system with end-user services: mining novelty concepts from tv broadcast subtitles. Mika Rautiainen, Jouni Sarvanko, Arto Heikkinen, Mika Ylianttila, Vassilis Kostakos |
| 2013 | Analysis of advanced meter infrastructure data of water consumption in apartment buildings. Einat Kermany, Hanna Mazzawi, Dorit Baras, Yehuda Naveh, Hagai Michaelis |
| 2013 | Approximate graph mining with label costs. Pranay Anchuri, Mohammed J. Zaki, Omer Barkol, Shahar Golan, Moshe Shamy |
| 2013 | Assessing team strategy using spatiotemporal data. Patrick Lucey, Dean Oliver, Peter Carr, Joe Roth, Iain A. Matthews |
| 2013 | Auto-WEKA: combined selection and hyperparameter optimization of classification algorithms. Chris Thornton, Frank Hutter, Holger H. Hoos, Kevin Leyton-Brown |
| 2013 | Automatic selection of social media responses to news. Tadej Stajner, Bart Thomee, Ana-Maria Popescu, Marco Pennacchiotti, Alejandro Jaimes |
| 2013 | Beyond myopic inference in big data pipelines. Karthik Raman, Adith Swaminathan, Johannes Gehrke, Thorsten Joachims |
| 2013 | Big data analytics for healthcare. Jimeng Sun, Chandan K. Reddy |
| 2013 | Big data analytics with small footprint: squaring the cloud. John F. Canny, Huasha Zhao |
| 2013 | Cascading outbreak prediction in networks: a data-driven approach. Peng Cui, Shifei Jin, Linyun Yu, Fei Wang, Wenwu Zhu, Shiqiang Yang |
| 2013 | Collaborative boosting for activity classification in microblogs. Yangqiu Song, Zhengdong Lu, Cane Wing-Ki Leung, Qiang Yang |
| 2013 | Collaborative matrix factorization with multiple similarities for predicting drug-target interactions. Xiaodong Zheng, Hao Ding, Hiroshi Mamitsuka, Shanfeng Zhu |
| 2013 | Combining latent factor model with location features for event-based group recommendation. Wei Zhang, Jianyong Wang, Wei Feng |
| 2013 | Comparing apples to oranges: a scalable solution with heterogeneous hashing. Mingdong Ou, Peng Cui, Fei Wang, Jun Wang, Wenwu Zhu, Shiqiang Yang |
| 2013 | Confluence: conformity influence in large social networks. Jie Tang, Sen Wu, Jimeng Sun |
| 2013 | Connecting users across social media sites: a behavioral-modeling approach. Reza Zafarani, Huan Liu |
| 2013 | Constrained stochastic gradient descent for large-scale least squares problem. Yang Mu, Wei Ding, Tianyi Zhou, Dacheng Tao |
| 2013 | Cost-sensitive online active learning with application to malicious URL detection. Peilin Zhao, Steven C. H. Hoi |
| 2013 | Cross-task crowdsourcing. Kaixiang Mo, Erheng Zhong, Qiang Yang |
| 2013 | Cyber security: how visual analytics unlock insight. Raffael Marty |
| 2013 | DTW-D: time series semi-supervised learning from a single example. Yanping Chen, Bing Hu, Eamonn J. Keogh, Gustavo E. A. P. A. Batista |
| 2013 | Debiasing social wisdom. Abhimanyu Das, Sreenivas Gollapudi, Rina Panigrahy, Mahyar Salek |
| 2013 | Denser than the densest subgraph: extracting optimal quasi-cliques with quality guarantees. Charalampos E. Tsourakakis, Francesco Bonchi, Aristides Gionis, Francesco Gullo, Maria A. Tsiarli |
| 2013 | Density-based logistic regression. Wenlin Chen, Yixin Chen, Yi Mao, Baolong Guo |
| 2013 | 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, Weng-Keen Wong, Shubhomoy Das, Andrew Emmott, Jed Irvine, Jay Yoon Lee, Danai Koutra, Christos Faloutsos, Daniel D. Corkill, Lisa Friedland, Amanda Gentzel, David D. Jensen |
| 2013 | Direct optimization of ranking measures for learning to rank models. Ming Tan, Tian Xia, Lily Guo, Shaojun Wang |
| 2013 | Discovering latent influence in online social activities via shared cascade poisson processes. Tomoharu Iwata, Amar Shah, Zoubin Ghahramani |
| 2013 | Discriminant malware distance learning on structural information for automated malware classification. Deguang Kong, Guanhua Yan |
| 2013 | Diversity maximization under matroid constraints. Zeinab Abbassi, Vahab S. Mirrokni, Mayur Thakur |
| 2013 | Dynamic memory allocation policies for postings in real-time Twitter search. Sebastian Bruch, Jimmy Lin, Michael Busch |
| 2013 | Efficient single-source shortest path and distance queries on large graphs. Andy Diwen Zhu, Xiaokui Xiao, Sibo Wang, Wenqing Lin |
| 2013 | Efficiently rewriting large multimedia application execution traces with few event sequences. Christiane Kamdem Kengne, Léon Constantin Fopa, Alexandre Termier, Noha Ibrahim, Marie-Christine Rousset, Takashi Washio, Miguel Santana |
| 2013 | Empirical bayes model to combine signals of adverse drug reactions. Rave Harpaz, William DuMouchel, Paea LePendu, Nigam H. Shah |
| 2013 | Entity resolution for big data. Lise Getoor, Ashwin Machanavajjhala |
| 2013 | Estimating sharer reputation via social data calibration. Jaewon Yang, Bee-Chung Chen, Deepak Agarwal |
| 2013 | Evaluating the crowd with confidence. Manas Joglekar, Hector Garcia-Molina, Aditya G. Parameswaran |
| 2013 | 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 |
| 2013 | Exact sparse recovery with L0 projections. Ping Li, Cun-Hui Zhang |
| 2013 | Experience from hosting a corporate prediction market: benefits beyond the forecasts. Thomas A. Montgomery, Paul M. Stieg, Michael J. Cavaretta, Paul E. Moraal |
| 2013 | Exploiting user clicks for automatic seed set generation for entity matching. Xiao Bai, Flavio Paiva Junqueira, Srinivasan H. Sengamedu |
| 2013 | Exploratory analysis of highly heterogeneous document collections. Arun S. Maiya, John P. Thompson, Francisco Loaiza-Lemos, Robert M. Rolfe |
| 2013 | Extracting social events for learning better information diffusion models. Shuyang Lin, Fengjiao Wang, Qingbo Hu, Philip S. Yu |
| 2013 | FISM: factored item similarity models for top-N recommender systems. Santosh Kabbur, Xia Ning, George Karypis |
| 2013 | 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 |
| 2013 | Fast and scalable polynomial kernels via explicit feature maps. Ninh Pham, Rasmus Pagh |
| 2013 | Fast rank-2 nonnegative matrix factorization for hierarchical document clustering. Da Kuang, Haesun Park |
| 2013 | Fast structure learning in generalized stochastic processes with latent factors. Mohammad Taha Bahadori, Yan Liu, Eric P. Xing |
| 2013 | FeaFiner: biomarker identification from medical data through feature generalization and selection. Jiayu Zhou, Zhaosong Lu, Jimeng Sun, Lei Yuan, Fei Wang, Jieping Ye |
| 2013 | Financing lead triggers: empowering sales reps through knowledge discovery and fusion. Kareem S. Aggour, Bethany Hoogs |
| 2013 | Flexible and robust co-regularized multi-domain graph clustering. Wei Cheng, Xiang Zhang, Zhishan Guo, Yubao Wu, Patrick F. Sullivan, Wei Wang |
| 2013 | Forex-foreteller: currency trend modeling using news articles. Fang Jin, Nathan Self, Parang Saraf, Patrick Butler, Wei Wang, Naren Ramakrishnan |
| 2013 | Gaussian multiple instance learning approach for mapping the slums of the world using very high resolution imagery. Ranga Raju Vatsavai |
| 2013 | Geo-spotting: mining online location-based services for optimal retail store placement. Dmytro Karamshuk, Anastasios Noulas, Salvatore Scellato, Vincenzo Nicosia, Cecilia Mascolo |
| 2013 | Graph cluster randomization: network exposure to multiple universes. Johan Ugander, Brian Karrer, Lars Backstrom, Jon M. Kleinberg |
| 2013 | Guided learning for role discovery (GLRD): framework, algorithms, and applications. Sean Gilpin, Tina Eliassi-Rad, Ian N. Davidson |
| 2013 | Hadoop: a view from the trenches. Milind Bhandarkar |
| 2013 | 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 |
| 2013 | Improving quality control by early prediction of manufacturing outcomes. Sholom M. Weiss, Amit Dhurandhar, Robert J. Baseman |
| 2013 | Indexed block coordinate descent for large-scale linear classification with limited memory. Ian En-Hsu Yen, Chun-Fu Chang, Ting-Wei Lin, Shan-Wei Lin, Shou-De Lin |
| 2013 | Inferring distant-time location in low-sampling-rate trajectories. Meng-Fen Chiang, Yung-Hsiang Lin, Wen-Chih Peng, Philip S. Yu |
| 2013 | Inferring social roles and statuses in social networks. Yuchen Zhao, Guan Wang, Philip S. Yu, Shaobo Liu, Simon Zhang |
| 2013 | Information cartography: creating zoomable, large-scale maps of information. Dafna Shahaf, Jaewon Yang, Caroline Suen, Jeff Jacobs, Heidi Wang, Jure Leskovec |
| 2013 | Information cascade at group scale. Milad Eftekhar, Yashar Ganjali, Nick Koudas |
| 2013 | 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 |
| 2013 | KeySee: supporting keyword search on evolving events in social streams. Pei Lee, Laks V. S. Lakshmanan, Evangelos E. Milios |
| 2013 | Knowledge discovery from massive healthcare claims data. Varun Chandola, Sreenivas R. Sukumar, Jack C. Schryver |
| 2013 | LAFT-Explorer: inferring, visualizing and predicting how your social network expands. Jun Zhang, Chaokun Wang, Yuanchi Ning, Yichi Liu, Jianmin Wang, Philip S. Yu |
| 2013 | LAICOS: an open source platform for personalized social web search. Mohamed Reda Bouadjenek, Hakim Hacid, Mokrane Bouzeghoub |
| 2013 | LCARS: a location-content-aware recommender system. Hongzhi Yin, Yizhou Sun, Bin Cui, Zhiting Hu, Ling Chen |
| 2013 | Learning geographical preferences for point-of-interest recommendation. Bin Liu, Yanjie Fu, Zijun Yao, Hui Xiong |
| 2013 | Learning mixed kronecker product graph models with simulated method of moments. Sebastián Moreno, Jennifer Neville, Sergey Kirshner |
| 2013 | Learning to question: leveraging user preferences for shopping advice. Mahashweta Das, Gianmarco De Francisci Morales, Aristides Gionis, Ingmar Weber |
| 2013 | Link prediction with social vector clocks. Conrad Lee, Bobo Nick, Ulrik Brandes, Pádraig Cunningham |
| 2013 | Linking named entities in Tweets with knowledge base via user interest modeling. Wei Shen, Jianyong Wang, Ping Luo, Min Wang |
| 2013 | Location-aware publish/subscribe. Guoliang Li, Yang Wang, Ting Wang, Jianhua Feng |
| 2013 | MI2LS: multi-instance learning from multiple informationsources. Dan Zhang, Jingrui He, Richard D. Lawrence |
| 2013 | Making recommendations from multiple domains. Wei Chen, Wynne Hsu, Mong-Li Lee |
| 2013 | Massively parallel expectation maximization using graphics processing units. Muzaffer Can Altinigneli, Claudia Plant, Christian Böhm |
| 2013 | Maximizing acceptance probability for active friending in online social networks. De-Nian Yang, Hui-Ju Hung, Wang-Chien Lee, Wei Chen |
| 2013 | Measuring spontaneous devaluations in user preferences. Komal Kapoor, Nisheeth Srivastava, Jaideep Srivastava, Paul R. Schrater |
| 2013 | Mining data from mobile devices: a survey of smart sensing and analytics. Spiros Papadimitriou, Tina Eliassi-Rad |
| 2013 | Mining discriminative subgraphs from global-state networks. Sayan Ranu, Minh X. Hoang, Ambuj K. Singh |
| 2013 | Mining evidences for named entity disambiguation. Yang Li, Chi Wang, Fangqiu Han, Jiawei Han, Dan Roth, Xifeng Yan |
| 2013 | Mining evolutionary multi-branch trees from text streams. Xiting Wang, Shixia Liu, Yangqiu Song, Baining Guo |
| 2013 | Mining for geographically disperse communities in social networks by leveraging distance modularity. Paulo Shakarian, Patrick Roos, Devon Callahan, Cory Kirk |
| 2013 | Mining frequent graph patterns with differential privacy. Entong Shen, Ting Yu |
| 2013 | Mining high utility episodes in complex event sequences. Cheng-Wei Wu, Yu-Feng Lin, Philip S. Yu, Vincent S. Tseng |
| 2013 | Mining lines in the sand: on trajectory discovery from untrustworthy data in cyber-physical system. Lu-An Tang, Xiao Yu, Quanquan Gu, Jiawei Han, Alice Leung, Thomas La Porta |
| 2013 | Mining the digital universe of data to develop personalized cancer therapies. Eric E. Schadt |
| 2013 | Model selection in markovian processes. Assaf Hallak, Dotan Di Castro, Shie Mannor |
| 2013 | Model-based kernel for efficient time series analysis. Huanhuan Chen, Fengzhen Tang, Peter Tiño, Xin Yao |
| 2013 | Modeling and probabilistic reasoning of population evacuation during large-scale disaster. Xuan Song, Quanshi Zhang, Yoshihide Sekimoto, Teerayut Horanont, Satoshi Ueyama, Ryosuke Shibasaki |
| 2013 | Modeling the dynamics of composite social networks. Erheng Zhong, Wei Fan, Yin Zhu, Qiang Yang |
| 2013 | Multi-label classification by mining label and instance correlations from heterogeneous information networks. Xiangnan Kong, Bokai Cao, Philip S. Yu |
| 2013 | Multi-label relational neighbor classification using social context features. Xi Wang, Gita Sukthankar |
| 2013 | Multi-source deep learning for information trustworthiness estimation. Liang Ge, Jing Gao, Xiaoyi Li, Aidong Zhang |
| 2013 | 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 |
| 2013 | Multi-space probabilistic sequence modeling. Shuo Chen, Jiexun Xu, Thorsten Joachims |
| 2013 | Network discovery via constrained tensor analysis of fMRI data. Ian N. Davidson, Sean Gilpin, Owen T. Carmichael, Peter B. Walker |
| 2013 | Network sampling. Lise Getoor, Ashwin Machanavajjhala |
| 2013 | Nonparametric hierarchal bayesian modeling in non-contractual heterogeneous survival data. Shouichi Nagano, Yusuke Ichikawa, Noriko Takaya, Tadasu Uchiyama, Makoto Abe |
| 2013 | On community detection in real-world networks and the importance of degree assortativity. Marek Ciglan, Michal Laclavik, Kjetil Nørvåg |
| 2013 | On the equivalent of low-rank linear regressions and linear discriminant analysis based regressions. Xiao Cai, Chris H. Q. Ding, Feiping Nie, Heng Huang |
| 2013 | One theme in all views: modeling consensus topics in multiple contexts. Jian Tang, Ming Zhang, Qiaozhu Mei |
| 2013 | Online controlled experiments at large scale. Ron Kohavi, Alex Deng, Brian Frasca, Toby Walker, Ya Xu, Nils Pohlmann |
| 2013 | Optimization in learning and data analysis. Stephen J. Wright |
| 2013 | Optimizing parallel belief propagation in junction treesusing regression. Lu Zheng, Ole J. Mengshoel |
| 2013 | Palette power: enabling visual search through colors. Anurag Bhardwaj, Atish Das Sarma, Wei Di, Raffay Hamid, Robinson Piramuthu, Neel Sundaresan |
| 2013 | Panel: a data scientist's guide to making money from start-ups. Foster J. Provost, Geoffrey I. Webb |
| 2013 | Predicting the present with search engine data. Hal R. Varian |
| 2013 | Predictive model performance: offline and online evaluations. Jeonghee Yi, Ye Chen, Jie Li, Swaraj Sett, Tak W. Yan |
| 2013 | Privacy-preserving data exploration in genome-wide association studies. Aaron Johnson, Vitaly Shmatikov |
| 2013 | Psychological advertising: exploring user psychology for click prediction in sponsored search. Taifeng Wang, Jiang Bian, Shusen Liu, Yuyu Zhang, Tie-Yan Liu |
| 2013 | Quadratic optimization to identify highly heritable quantitative traits from complex phenotypic features. Jiangwen Sun, Jinbo Bi, Henry R. Kranzler |
| 2013 | Query clustering based on bid landscape for sponsored search auction optimization. Ye Chen, Weiguo Liu, Jeonghee Yi, Anton Schwaighofer, Tak W. Yan |
| 2013 | Querying discriminative and representative samples for batch mode active learning. Zheng Wang, Jieping Ye |
| 2013 | Real-time disease surveillance using Twitter data: demonstration on flu and cancer. Kathy Lee, Ankit Agrawal, Alok N. Choudhary |
| 2013 | Recursive regularization for large-scale classification with hierarchical and graphical dependencies. Siddharth Gopal, Yiming Yang |
| 2013 | Redundancy-aware maximal cliques. Jia Wang, James Cheng, Ada Wai-Chee Fu |
| 2013 | Repetition-aware content placement in navigational networks. Dóra Erdös, Vatche Ishakian, Azer Bestavros, Evimaria Terzi |
| 2013 | Representing documents through their readers. Khalid El-Arini, Min Xu, Emily B. Fox, Carlos Guestrin |
| 2013 | Restreaming graph partitioning: simple versatile algorithms for advanced balancing. Joel Nishimura, Johan Ugander |
| 2013 | Risk-O-Meter: an intelligent clinical risk calculator. Kiyana Zolfaghar, Jayshree Agarwal, Deepthi Sistla, Si-Chi Chin, Senjuti Basu Roy, Nele Verbiest |
| 2013 | Robust principal component analysis via capped norms. Qian Sun, Shuo Xiang, Jieping Ye |
| 2013 | Robust sparse estimation of multiresponse regression and inverse covariance matrix via the L2 distance. Aurélie C. Lozano, Huijing Jiang, Xinwei Deng |
| 2013 | 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 |
| 2013 | SEA: a system for event analysis on chinese tweets. Yaqiong Wang, Hongfu Liu, Hao Lin, Junjie Wu, Zhiang Wu, Jie Cao |
| 2013 | SIGMa: simple greedy matching for aligning large knowledge bases. Simon Lacoste-Julien, Konstantina Palla, Alex Davies, Gjergji Kasneci, Thore Graepel, Zoubin Ghahramani |
| 2013 | STED: semi-supervised targeted-interest event detectionin in twitter. Ting Hua, Feng Chen, Liang Zhao, Chang-Tien Lu, Naren Ramakrishnan |
| 2013 | STRIP: stream learning of influence probabilities. Konstantin Kutzkov, Albert Bifet, Francesco Bonchi, Aristides Gionis |
| 2013 | SVM Harikrishna Narasimhan, Shivani Agarwal |
| 2013 | Scalable all-pairs similarity search in metric spaces. Ye Wang, Ahmed Metwally, Srinivasan Parthasarathy |
| 2013 | Scalable inference in max-margin topic models. Jun Zhu, Xun Zheng, Li Zhou, Bo Zhang |
| 2013 | Scalable supervised dimensionality reduction using clustering. Troy Raeder, Claudia Perlich, Brian Dalessandro, Ori Stitelman, Foster J. Provost |
| 2013 | Scalable text and link analysis with mixed-topic link models. Yaojia Zhu, Xiaoran Yan, Lise Getoor, Cristopher Moore |
| 2013 | Scale-out beyond map-reduce. Raghu Ramakrishnan |
| 2013 | Selective sampling on graphs for classification. Quanquan Gu, Charu C. Aggarwal, Jialu Liu, Jiawei Han |
| 2013 | Silence is also evidence: interpreting dwell time for recommendation from psychological perspective. Peifeng Yin, Ping Luo, Wang-Chien Lee, Min Wang |
| 2013 | Simple and deterministic matrix sketching. Edo Liberty |
| 2013 | Social influence based clustering of heterogeneous information networks. Yang Zhou, Ling Liu |
| 2013 | Speeding up large-scale learning with a social prior. Deepayan Chakrabarti, Ralf Herbrich |
| 2013 | Spotting opinion spammers using behavioral footprints. Arjun Mukherjee, Abhinav Kumar, Bing Liu, Junhui Wang, Meichun Hsu, Malú Castellanos, Riddhiman Ghosh |
| 2013 | Statistical quality estimation for general crowdsourcing tasks. Yukino Baba, Hisashi Kashima |
| 2013 | Stochastic collapsed variational Bayesian inference for latent Dirichlet allocation. James R. Foulds, Levi Boyles, Christopher DuBois, Padhraic Smyth, Max Welling |
| 2013 | Subsampling for efficient and effective unsupervised outlier detection ensembles. Arthur Zimek, Matthew Gaudet, Ricardo J. G. B. Campello, Jörg Sander |
| 2013 | Succinct interval-splitting tree for scalable similarity search of compound-protein pairs with property constraints. Yasuo Tabei, Akihiro Kishimoto, Masaaki Kotera, Yoshihiro Yamanishi |
| 2013 | Summarizing probabilistic frequent patterns: a fast approach. Chunyang Liu, Ling Chen, Chengqi Zhang |
| 2013 | Synthetic review spamming and defense. Huan Sun, Alex Morales, Xifeng Yan |
| 2013 | Targeting and influencing at scale: from presidential elections to social good. Rayid Ghani |
| 2013 | Text-based measures of document diversity. Kevin Bache, David Newman, Padhraic Smyth |
| 2013 | The 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, KDD 2013, Chicago, IL, USA, August 11-14, 2013 Inderjit S. Dhillon, Yehuda Koren, Rayid Ghani, Ted E. Senator, Paul Bradley, Rajesh Parekh, Jingrui He, Robert L. Grossman, Ramasamy Uthurusamy |
| 2013 | The bang for the buck: fair competitive viral marketing from the host perspective. Wei Lu, Francesco Bonchi, Amit Goyal, Laks V. S. Lakshmanan |
| 2013 | The business impact of deep learning. Jeremy Howard |
| 2013 | The dataminer's guide to scalable mixed-membership and nonparametric bayesian models. Amr Ahmed, Alexander J. Smola |
| 2013 | The online revolution: education for everyone. Andrew Y. Ng, Daphne Koller |
| 2013 | 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 |
| 2013 | To buy or not to buy: that is the question. Oren Etzioni |
| 2013 | 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 |
| 2013 | Towards never-ending learning from time series streams. Yuan Hao, Yanping Chen, Jesin Zakaria, Bing Hu, Thanawin Rakthanmanon, Eamonn J. Keogh |
| 2013 | Trace complexity of network inference. Bruno D. Abrahao, Flavio Chierichetti, Robert Kleinberg, Alessandro Panconesi |
| 2013 | Trial and error in influential social networks. Xiaohui Bei, Ning Chen, Liyu Dou, Xiangru Huang, Ruixin Qiang |
| 2013 | TurboGraph: a fast parallel graph engine handling billion-scale graphs in a single PC. Wook-Shin Han, Sangyeon Lee, Kyungyeol Park, Jeong-Hoon Lee, Min-Soo Kim, Jinha Kim, Hwanjo Yu |
| 2013 | U-Air: when urban air quality inference meets big data. Yu Zheng, Furui Liu, Hsun-Ping Hsieh |
| 2013 | Uncertainty in online experiments with dependent data: an evaluation of bootstrap methods. Eytan Bakshy, Dean Eckles |
| 2013 | Understanding Twitter data with TweetXplorer. Fred Morstatter, Shamanth Kumar, Huan Liu, Ross Maciejewski |
| 2013 | Understanding evolution of research themes: a probabilistic generative model for citations. Xiaolong Wang, ChengXiang Zhai, Dan Roth |
| 2013 | Unsupervised link prediction using aggregative statistics on heterogeneous social networks. Tsung-Ting Kuo, Rui Yan, Yu-Yang Huang, Perng-Hwa Kung, Shou-De Lin |
| 2013 | Using "big data" to solve "small data" problems. Chris Neumann |
| 2013 | 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 |
| 2013 | When TEDDY meets GrizzLY: temporal dependency discovery for triggering road deicing operations. Céline Robardet, Vasile-Marian Scuturici, Marc Plantevit, Antoine Fraboulet |
| 2013 | Who, where, when and what: discover spatio-temporal topics for twitter users. Quan Yuan, Gao Cong, Zongyang Ma, Aixin Sun, Nadia Magnenat-Thalmann |
| 2013 | 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 |
| 2013 | WiseMarket: a new paradigm for managing wisdom of online social users. Caleb Chen Cao, Yongxin Tong, Lei Chen, H. V. Jagadish |
| 2013 | iHR: an online recruiting system for Xiamen Talent Service Center. Wenxing Hong, Lei Li, Tao Li, Wenfu Pan |