kdd2012.md

KDD2012 Paper List

论文	作者	组织	摘要	翻译	代码	引用数
Discovering regions of different functions in a city using human mobility and POIs	Jing Yuan, Yu Zheng, Xing Xie				code	619
Searching and mining trillions of time series subsequences under dynamic time warping	Thanawin Rakthanmanon, Bilson J. L. Campana, Abdullah Mueen, Gustavo E. A. P. A. Batista, M. Brandon Westover, Qiang Zhu, Jesin Zakaria, Eamonn J. Keogh				code	561
Information diffusion and external influence in networks	Seth A. Myers, Chenguang Zhu, Jure Leskovec				code	317
Open domain event extraction from twitter	Alan Ritter, Mausam, Oren Etzioni, Sam Clark				code	266
Streaming graph partitioning for large distributed graphs	Isabelle Stanton, Gabriel Kliot				code	241
Constructing popular routes from uncertain trajectories	LingYin Wei, Yu Zheng, WenChih Peng				code	229
Event-based social networks: linking the online and offline social worlds	Xingjie Liu, Qi He, Yuanyuan Tian, WangChien Lee, John McPherson, Jiawei Han				code	228
Towards social user profiling: unified and discriminative influence model for inferring home locations	Rui Li, Shengjie Wang, Hongbo Deng, Rui Wang, Kevin ChenChuan Chang				code	222
Circle-based recommendation in online social networks	Xiwang Yang, Harald Steck, Yong Liu				code	217
Discovering value from community activity on focused question answering sites: a case study of stack overflow	Ashton Anderson, Daniel P. Huttenlocher, Jon M. Kleinberg, Jure Leskovec				code	211
RolX: structural role extraction & mining in large graphs	Keith Henderson, Brian Gallagher, Tina EliassiRad, Hanghang Tong, Sugato Basu, Leman Akoglu, Danai Koutra, Christos Faloutsos, Lei Li				code	207
Rise and fall patterns of information diffusion: model and implications	Yasuko Matsubara, Yasushi Sakurai, B. Aditya Prakash, Lei Li, Christos Faloutsos				code	203
Review spam detection via temporal pattern discovery	Sihong Xie, Guan Wang, Shuyang Lin, Philip S. Yu				code	197
A shapelet transform for time series classification	Jason Lines, Luke M. Davis, Jon Hills, Anthony J. Bagnall				code	181
Cross-domain collaboration recommendation	Jie Tang, Sen Wu, Jimeng Sun, Hang Su				code	174
Intelligible models for classification and regression	Yin Lou, Rich Caruana, Johannes Gehrke				code	171
Robust multi-task feature learning	Pinghua Gong, Jieping Ye, Changshui Zhang				code	167
GigaTensor: scaling tensor analysis up by 100 times - algorithms and discoveries	U Kang, Evangelos E. Papalexakis, Abhay Harpale, Christos Faloutsos				code	161
USpan: an efficient algorithm for mining high utility sequential patterns	Junfu Yin, Zhigang Zheng, Longbing Cao				code	156
MoodLens: an emoticon-based sentiment analysis system for chinese tweets	Jichang Zhao, Li Dong, Junjie Wu, Ke Xu				code	149
DEMON: a local-first discovery method for overlapping communities	Michele Coscia, Giulio Rossetti, Fosca Giannotti, Dino Pedreschi				code	147
Playlist prediction via metric embedding	Shuo Chen, Joshua L. Moore, Douglas R. Turnbull, Thorsten Joachims				code	141
A probabilistic model for multimodal hash function learning	Yi Zhen, DitYan Yeung				code	140
Differentially private transit data publication: a case study on the montreal transportation system	Rui Chen, Benjamin C. M. Fung, Bipin C. Desai, Nériah M. Sossou				code	131
eTrust: understanding trust evolution in an online world	Jiliang Tang, Huiji Gao, Huan Liu, Atish Das Sarma				code	130
Integrating meta-path selection with user-guided object clustering in heterogeneous information networks	Yizhou Sun, Brandon Norick, Jiawei Han, Xifeng Yan, Philip S. Yu, Xiao Yu				code	124
Trustworthy online controlled experiments: five puzzling outcomes explained	Ron Kohavi, Alex Deng, Brian Frasca, Roger Longbotham, Toby Walker, Ya Xu				code	117
TM-LDA: efficient online modeling of latent topic transitions in social media	Yu Wang, Eugene Agichtein, Michele Benzi				code	112
Rank-loss support instance machines for MIML instance annotation	Forrest Briggs, Xiaoli Z. Fern, Raviv Raich				code	107
Vertex neighborhoods, low conductance cuts, and good seeds for local community methods	David F. Gleich, C. Seshadhri				code	106
Estimating conversion rate in display advertising from past erformance data	Kuangchih Lee, Burkay Orten, Ali Dasdan, Wentong Li				code	98
Mining recent temporal patterns for event detection in multivariate time series data	Iyad Batal, Dmitriy Fradkin, James H. Harrison Jr., Fabian Moerchen, Milos Hauskrecht				code	90
Modeling disease progression via fused sparse group lasso	Jiayu Zhou, Jun Liu, Vaibhav A. Narayan, Jieping Ye				code	90
Incorporating heterogeneous information for personalized tag recommendation in social tagging systems	Wei Feng, Jianyong Wang				code	89
Overlapping community detection via bounded nonnegative matrix tri-factorization	Yu Zhang, DitYan Yeung				code	87
Mining large-scale, sparse GPS traces for map inference: comparison of approaches	Xuemei Liu, James Biagioni, Jakob Eriksson, Yin Wang, George Forman, Yanmin Zhu				code	86
Unsupervised feature selection for linked social media data	Jiliang Tang, Huan Liu				code	86
Fast algorithms for maximal clique enumeration with limited memory	James Cheng, Linhong Zhu, Yiping Ke, Shumo Chu				code	86
Capacitated team formation problem on social networks	Anirban Majumder, Samik Datta, K. V. M. Naidu				code	85
On socio-spatial group query for location-based social networks	DeNian Yang, ChihYa Shen, WangChien Lee, MingSyan Chen				code	81
Low rank modeling of signed networks	ChoJui Hsieh, KaiYang Chiang, Inderjit S. Dhillon				code	80
The untold story of the clones: content-agnostic factors that impact YouTube video popularity	Youmna Borghol, Sebastien Ardon, Niklas Carlsson, Derek L. Eager, Anirban Mahanti				code	80
Large-scale learning of word relatedness with constraints	Guy Halawi, Gideon Dror, Evgeniy Gabrilovich, Yehuda Koren				code	79
Bid optimizing and inventory scoring in targeted online advertising	Claudia Perlich, Brian Dalessandro, Rod Hook, Ori Stitelman, Troy Raeder, Foster J. Provost				code	78
Mining coherent subgraphs in multi-layer graphs with edge labels	Brigitte Boden, Stephan Günnemann, Holger Hoffmann, Thomas Seidl				code	76
Automatic taxonomy construction from keywords	Xueqing Liu, Yangqiu Song, Shixia Liu, Haixun Wang				code	76
Mining top-K high utility itemsets	ChengWei Wu, BaiEn Shie, Vincent S. Tseng, Philip S. Yu				code	71
Learning personal + social latent factor model for social recommendation	Yelong Shen, Ruoming Jin				code	70
Interacting viruses in networks: can both survive?	Alex Beutel, B. Aditya Prakash, Roni Rosenfeld, Christos Faloutsos				code	69
A near-linear time approximation algorithm for angle-based outlier detection in high-dimensional data	Ninh Pham, Rasmus Pagh				code	68
ComSoc: adaptive transfer of user behaviors over composite social network	Erheng Zhong, Wei Fan, Junwei Wang, Lei Xiao, Yong Li				code	68
Fast mining and forecasting of complex time-stamped events	Yasuko Matsubara, Yasushi Sakurai, Christos Faloutsos, Tomoharu Iwata, Masatoshi Yoshikawa				code	68
HySAD: a semi-supervised hybrid shilling attack detector for trustworthy product recommendation	Zhiang Wu, Junjie Wu, Jie Cao, Dacheng Tao				code	66
Maximum inner-product search using cone trees	Parikshit Ram, Alexander G. Gray				code	64
Inductive multi-task learning with multiple view data	Jintao Zhang, Jun Huan				code	63
Adversarial support vector machine learning	Yan Zhou, Murat Kantarcioglu, Bhavani Thuraisingham, Bowei Xi				code	63
Feature grouping and selection over an undirected graph	Sen Yang, Lei Yuan, YingCheng Lai, Xiaotong Shen, Peter Wonka, Jieping Ye				code	61
Integrating community matching and outlier detection for mining evolutionary community outliers	Manish Gupta, Jing Gao, Yizhou Sun, Jiawei Han				code	60
Learning binary codes for collaborative filtering	Ke Zhou, Hongyuan Zha				code	59
The long and the short of it: summarising event sequences with serial episodes	Nikolaj Tatti, Jilles Vreeken				code	59
Differential identifiability	Jaewoo Lee, Chris Clifton				code	58
Entity-centric topic-oriented opinion summarization in twitter	Xinfan Meng, Furu Wei, Xiaohua Liu, Ming Zhou, Sujian Li, Houfeng Wang				code	56
Intrusion as (anti)social communication: characterization and detection	Qi Ding, Natallia Katenka, Paul Barford, Eric D. Kolaczyk, Mark Crovella				code	52
Active sampling for entity matching	Kedar Bellare, Suresh Iyengar, Aditya G. Parameswaran, Vibhor Rastogi				code	51
Multi-label hypothesis reuse	ShengJun Huang, Yang Yu, ZhiHua Zhou				code	49
PatentMiner: topic-driven patent analysis and mining	Jie Tang, Bo Wang, Yang Yang, Po Hu, Yanting Zhao, Xinyu Yan, Bo Gao, Minlie Huang, Peng Xu, Weichang Li, Adam K. Usadi				code	49
Efficient personalized pagerank with accuracy assurance	Yasuhiro Fujiwara, Makoto Nakatsuji, Takeshi Yamamuro, Hiroaki Shiokawa, Makoto Onizuka				code	47
Towards heterogeneous temporal clinical event pattern discovery: a convolutional approach	Fei Wang, Noah Lee, Jianying Hu, Jimeng Sun, Shahram Ebadollahi				code	46
Metro maps of science	Dafna Shahaf, Carlos Guestrin, Eric Horvitz				code	46
Mining event periodicity from incomplete observations	Zhenhui Li, Jingjing Wang, Jiawei Han				code	45
GetJar mobile application recommendations with very sparse datasets	Kent Shi, Kamal Ali				code	44
Finding trendsetters in information networks	Diego SáezTrumper, Giovanni Comarela, Virgílio A. F. Almeida, Ricardo BaezaYates, Fabrício Benevenuto				code	44
A framework for summarizing and analyzing twitter feeds	Xintian Yang, Amol Ghoting, Yiye Ruan, Srinivasan Parthasarathy				code	43
Selecting a characteristic set of reviews	Theodoros Lappas, Mark Crovella, Evimaria Terzi				code	43
Multimedia features for click prediction of new ads in display advertising	Haibin Cheng, Roelof van Zwol, Javad Azimi, Eren Manavoglu, Ruofei Zhang, Yang Zhou, Vidhya Navalpakkam				code	40
HeteRecom: a semantic-based recommendation systemin heterogeneous networks	Chuan Shi, Chong Zhou, Xiangnan Kong, Philip S. Yu, Gang Liu, Bai Wang				code	39
LIEGE: : link entities in web lists with knowledge base	Wei Shen, Jianyong Wang, Ping Luo, Min Wang				code	38
PageRank on an evolving graph	Bahman Bahmani, Ravi Kumar, Mohammad Mahdian, Eli Upfal				code	37
The contextual focused topic model	Xu Chen, Mingyuan Zhou, Lawrence Carin				code	37
Learning from crowds in the presence of schools of thought	Yuandong Tian, Jun Zhu				code	37
An integrated data mining approach to real-time clinical monitoring and deterioration warning	Yi Mao, Wenlin Chen, Yixin Chen, Chenyang Lu, Marin Kollef, Thomas C. Bailey				code	37
SPF-GMKL: generalized multiple kernel learning with a million kernels	Ashesh Jain, S. V. N. Vishwanathan, Manik Varma				code	36
SHALE: an efficient algorithm for allocation of guaranteed display advertising	Vijay Bharadwaj, Peiji Chen, Wenjing Ma, Chandrashekhar Nagarajan, John A. Tomlin, Sergei Vassilvitskii, Erik Vee, Jian Yang				code	33
From user comments to on-line conversations	Chunyan Wang, Mao Ye, Bernardo A. Huberman				code	32
Multi-domain active learning for text classification	Lianghao Li, Xiaoming Jin, Sinno Jialin Pan, JianTao Sun				code	32
SmartDispatch: enabling efficient ticket dispatch in an IT service environment	Shivali Agarwal, Renuka Sindhgatta, Bikram Sengupta				code	31
Random forests for metric learning with implicit pairwise position dependence	Caiming Xiong, David M. Johnson, Ran Xu, Jason J. Corso				code	30
A framework for robust discovery of entity synonyms	Kaushik Chakrabarti, Surajit Chaudhuri, Tao Cheng, Dong Xin				code	30
Position-normalized click prediction in search advertising	Ye Chen, Tak W. Yan				code	29
Transductive multi-label ensemble classification for protein function prediction	GuoXian Yu, Carlotta Domeniconi, Huzefa Rangwala, Guoji Zhang, Zhiwen Yu				code	29
Online allocation of display ads with smooth delivery	Anand Bhalgat, Jon Feldman, Vahab S. Mirrokni				code	28
Batch mode active sampling based on marginal probability distribution matching	Rita Chattopadhyay, Zheng Wang, Wei Fan, Ian Davidson, Sethuraman Panchanathan, Jieping Ye				code	27
Online learning to diversify from implicit feedback	Karthik Raman, Pannaga Shivaswamy, Thorsten Joachims				code	27
Multi-source learning for joint analysis of incomplete multi-modality neuroimaging data	Lei Yuan, Yalin Wang, Paul M. Thompson, Vaibhav A. Narayan, Jieping Ye				code	27
Joint optimization of bid and budget allocation in sponsored search	Weinan Zhang, Ying Zhang, Bin Gao, Yong Yu, Xiaojie Yuan, TieYan Liu				code	26
Active learning for online bayesian matrix factorization	Jorge G. Silva, Lawrence Carin				code	26
Storytelling in entity networks to support intelligence analysts	Mahmud Shahriar Hossain, Patrick Butler, Arnold P. Boedihardjo, Naren Ramakrishnan				code	25
SympGraph: a framework for mining clinical notes through symptom relation graphs	Parikshit Sondhi, Jimeng Sun, Hanghang Tong, ChengXiang Zhai				code	24
Active spectral clustering via iterative uncertainty reduction	Fabian L. Wauthier, Nebojsa Jojic, Michael I. Jordan				code	23
Linear space direct pattern sampling using coupling from the past	Mario Boley, Sandy Moens, Thomas Gärtner				code	23
Social sampling	Anirban Dasgupta, Ravi Kumar, D. Sivakumar				code	23
Coupled behavior analysis for capturing coupling relationships in group-based market manipulations	Yin Song, Longbing Cao, Xindong Wu, Gang Wei, Wu Ye, Wei Ding				code	23
On the separability of structural classes of communities	Bruno D. Abrahao, Sucheta Soundarajan, John E. Hopcroft, Robert Kleinberg				code	23
Efficient frequent item counting in multi-core hardware	Pratanu Roy, Jens Teubner, Gustavo Alonso				code	22
Mining contentions from discussions and debates	Arjun Mukherjee, Bing Liu				code	22
Optimal exact least squares rank minimization	Shuo Xiang, Yunzhang Zhu, Xiaotong Shen, Jieping Ye				code	21
Fast bregman divergence NMF using taylor expansion and coordinate descent	Liangda Li, Guy Lebanon, Haesun Park				code	21
Community discovery and profiling with social messages	Wenjun Zhou, Hongxia Jin, Yan Liu				code	21
Discovering lag intervals for temporal dependencies	Liang Tang, Tao Li, Larisa Shwartz				code	21
Anonymizing set-valued data by nonreciprocal recoding	Mingqiang Xue, Panagiotis Karras, Chedy Raïssi, Jaideep Vaidya, KianLee Tan				code	21
Locally-scaled spectral clustering using empty region graphs	Carlos D. Correa, Peter Lindstrom				code	20
Design principles of massive, robust prediction systems	Troy Raeder, Ori Stitelman, Brian Dalessandro, Claudia Perlich, Foster J. Provost				code	20
Efficient and domain-invariant competitor mining	Theodoros Lappas, George Valkanas, Dimitrios Gunopulos				code	19
BC-PDM: data mining, social network analysis and text mining system based on cloud computing	Le Yu, Jian Zheng, Wei Chong Shen, Bin Wu, Bai Wang, Long Qian, Bo Ren Zhang				code	19
Different slopes for different folks: mining for exceptional regression models with cook's distance	Wouter Duivesteijn, Ad Feelders, Arno J. Knobbe				code	18
Model mining for robust feature selection	Adam Woznica, Phong Nguyen, Alexandros Kalousis				code	18
Chromatic correlation clustering	Francesco Bonchi, Aristides Gionis, Francesco Gullo, Antti Ukkonen				code	18
Query-driven discovery of semantically similar substructures in heterogeneous networks	Xiao Yu, Yizhou Sun, Peixiang Zhao, Jiawei Han				code	17
RainMon: an integrated approach to mining bursty timeseries monitoring data	Ilari Shafer, Kai Ren, Vishnu Naresh Boddeti, Yoshihisa Abe, Gregory R. Ganger, Christos Faloutsos				code	17
Siren: an interactive tool for mining and visualizing geospatial redescriptions	Esther Galbrun, Pauli Miettinen				code	17
UFIMT: an uncertain frequent itemset mining toolbox	Yongxin Tong, Lei Chen, Philip S. Yu				code	16
Detecting changes of clustering structures using normalized maximum likelihood coding	So Hirai, Kenji Yamanishi				code	15
Large-scale distributed non-negative sparse coding and sparse dictionary learning	Vikas Sindhwani, Amol Ghoting				code	14
RecMax: exploiting recommender systems for fun and profit	Amit Goyal, Laks V. S. Lakshmanan				code	14
AssocExplorer: an association rule visualization system for exploratory data analysis	Guimei Liu, Andre Suchitra, Haojun Zhang, Mengling Feng, SeeKiong Ng, Limsoon Wong				code	14
Mining heterogeneous information networks: the next frontier	Jiawei Han				code	14
EventSearch: a system for event discovery and retrieval on multi-type historical data	Dongdong Shan, Wayne Xin Zhao, Rishan Chen, Baihan Shu, Ziqi Wang, Junjie Yao, Hongfei Yan, Xiaoming Li				code	13
Transparent user models for personalization	Khalid ElArini, Ulrich Paquet, Ralf Herbrich, Jurgen Van Gael, Blaise Agüera y Arcas				code	13
Mining emerging patterns by streaming feature selection	Kui Yu, Wei Ding, Dan A. Simovici, Xindong Wu				code	13
Testing the significance of spatio-temporal teleconnection patterns	Jaya Kawale, Snigdhansu Chatterjee, Dominick Ormsby, Karsten Steinhaeuser, Stefan Liess, Vipin Kumar				code	13
Semi-supervised learning with mixed knowledge information	Fanhua Shang, Licheng Jiao, Fei Wang				code	13
Following the electrons: methods for power management in commercial buildings	Gowtham Bellala, Manish Marwah, Martin F. Arlitt, Geoff Lyon, Cullen E. Bash				code	12
Multi-view clustering using mixture models in subspace projections	Stephan Günnemann, Ines Färber, Thomas Seidl				code	12
Learning in non-stationary environments with class imbalance	Thomas Ryan Hoens, Nitesh V. Chawla				code	12
Accelerated singular value thresholding for matrix completion	Yao Hu, Debing Zhang, Jun Liu, Jieping Ye, Xiaofei He				code	12
Magnet community identification on social networks	Guan Wang, Yuchen Zhao, Xiaoxiao Shi, Philip S. Yu				code	12
Empowering authors to diagnose comprehension burden in textbooks	Rakesh Agrawal, Sunandan Chakraborty, Sreenivas Gollapudi, Anitha Kannan, Krishnaram Kenthapadi				code	12
Summarization-based mining bipartite graphs	Jing Feng, Xiao He, Bettina Konte, Christian Böhm, Claudia Plant				code	12
Two approaches to understanding when constraints help clustering	Ian Davidson				code	12
Finding trending local topics in search queries for personalization of a recommendation system	Ziad Al Bawab, George H. Mills, JeanFrançois Crespo				code	11
Mining discriminative components with low-rank and sparsity constraints for face recognition	Qiang Zhang, Baoxin Li				code	11
Subspace correlation clustering: finding locally correlated dimensions in subspace projections of the data	Stephan Günnemann, Ines Färber, Kittipat Virochsiri, Thomas Seidl				code	11
Discriminative clustering for market segmentation	Peter Haider, Luca Chiarandini, Ulf Brefeld				code	11
On "one of the few" objects	You Wu, Pankaj K. Agarwal, Chengkai Li, Jun Yang, Cong Yu				code	11
Practical collapsed variational bayes inference for hierarchical dirichlet process	Issei Sato, Kenichi Kurihara, Hiroshi Nakagawa				code	10
Web image prediction using multivariate point processes	Gunhee Kim, Li FeiFei, Eric P. Xing				code	10
Intelligent advertising framework for digital signage	Phil Tian, Addicam V. Sanjay, Kunapareddy Chiranjeevi, Shahzad Malik Malik				code	10
Social media data analysis for revealing collective behaviors	Aoying Zhou, Weining Qian, Haixin Ma				code	9
Navigating information facets on twitter (NIF-T)	Shamanth Kumar, Fred Morstatter, Grant Marshall, Huan Liu, Ullas Nambiar				code	9
Divide-and-conquer and statistical inference for big data	Michael I. Jordan				code	9
Finding minimum representative pattern sets	Guimei Liu, Haojun Zhang, Limsoon Wong				code	9
A simple methodology for soft cost-sensitive classification	TeKang Jan, DaWei Wang, ChiHung Lin, HsuanTien Lin				code	9
A sparsity-inducing formulation for evolutionary co-clustering	Shuiwang Ji, Wenlu Zhang, Jun Liu				code	9
A structural cluster kernel for learning on graphs	Madeleine Seeland, Andreas Karwath, Stefan Kramer				code	9
Latent association analysis of document pairs	Gengxin Miao, Ziyu Guan, Louise E. Moser, Xifeng Yan, Shu Tao, Nikos Anerousis, Jimeng Sun				code	9
Information propagation game: a tool to acquire humanplaying data for multiplayer influence maximization on social networks	HungHsuan Chen, YanBin Ciou, ShouDe Lin				code	9
An enhanced relevance criterion for more concise supervised pattern discovery	Henrik Großkreutz, Daniel Paurat, Stefan Rüping				code	8
Aggregating web offers to determine product prices	Rakesh Agrawal, Samuel Ieong				code	8
Linear support vector machines via dual cached loops	Shin Matsushima, S. V. N. Vishwanathan, Alexander J. Smola				code	8
Harnessing the wisdom of the crowds for accurate web page clipping	Lei Zhang, Linpeng Tang, Ping Luo, Enhong Chen, Limei Jiao, Min Wang, Guiquan Liu				code	8
Bootstrapped language identification for multi-site internet domains	Uwe F. Mayer				code	7
Estimating entity importance via counting set covers	Aristides Gionis, Theodoros Lappas, Evimaria Terzi				code	7
Overlapping decomposition for causal graphical modeling	Lei Han, Guojie Song, Gao Cong, Kunqing Xie				code	7
TourViz: interactive visualization of connection pathways in large graphs	Duen Horng Chau, Leman Akoglu, Jilles Vreeken, Hanghang Tong, Christos Faloutsos				code	7
The missing models: a data-driven approach for learning how networks grow	Rob Patro, Geet Duggal, Emre Sefer, Hao Wang, Darya Filippova, Carl Kingsford				code	5
D-INDEX: a web environment for analyzing dependences among scientific collaborators	Claudio Schifanella, Luigi Di Caro, Mario Cataldi, MarieAude Aufaure				code	5
A system for extracting top-K lists from the web	Zhixian Zhang, Kenny Qili Zhu, Haixun Wang				code	5
GeoSearch: georeferenced video retrieval system	Youngwoo Kim, Jinha Kim, Hwanjo Yu				code	4
Scalable misbehavior detection in online video chat services	Xinyu Xing, YuLi Liang, Sui Huang, Hanqiang Cheng, Richard Han, Qin Lv, Xue Liu, Shivakant Mishra, Yi Zhu				code	4
Dependency clustering across measurement scales	Claudia Plant				code	4
SeqiBloc: mining multi-time spanning blockmodels in dynamic graphs	Jeffrey Chan, Wei Liu, Christopher Leckie, James Bailey, Kotagiri Ramamohanarao				code	4
Stratified k-means clustering over a deep web data source	Tantan Liu, Gagan Agrawal				code	4
Key lessons learned building recommender systems for large-scale social networks	Christian Posse				code	3
On nested palindromes in clickstream data	Michel Speiser, Gianluca Antonini, Abderrahim Labbi, Juliana Sutanto				code	3
Efficient event pattern matching with match windows	Bruno Cadonna, Johann Gamper, Michael H. Böhlen				code	3
Sampling minimal frequent boolean (DNF) patterns	Geng Li, Mohammed J. Zaki				code	3
Visual exploration of collaboration networks based on graph degeneracy	Christos Giatsidis, Klaus Berberich, Dimitrios M. Thilikos, Michalis Vazirgiannis				code	3
Factoring past exposure in display advertising targeting	Neha Gupta, Abhimanyu Das, Sandeep Pandey, Vijay K. Narayanan				code	3
VOXSUP: a social engagement framework	Yusheng Xie, Daniel Honbo, Alok N. Choudhary, Kunpeng Zhang, Yu Cheng, Ankit Agrawal				code	3
Parallel field ranking	Ming Ji, Binbin Lin, Xiaofei He, Deng Cai, Jiawei Han				code	2
Fast algorithms for comprehensive n-point correlation estimates	William B. March, Andrew J. Connolly, Alexander G. Gray				code	2
Keyword-propagation-based information enriching and noise removal for web news videos	Jun Zhang, Xiaoming Fan, Jianyong Wang, Lizhu Zhou				code	2
Efficient evaluation of large sequence kernels	Pavel P. Kuksa, Vladimir Pavlovic				code	2
Cross-media knowledge discovery	Zhongzhi Shi				code	2
EvaPlanner: an evacuation planner with social-based flocking kinetics	ChengTe Li, ShouDe Lin				code	2
Experiments in social computation: (and the data they generate)	Michael J. Kearns				code	1
Building an engine for big data	Masaru Kitsuregawa				code	1
DAGger: clustering correlated uncertain data (to predict asset failure in energy networks)	Dan Olteanu, Sebastiaan J. van Schaik				code	1
PubMed search and exploration with real-time semantic network construction	Jinoh Oh, Taehoon Kim, Sun Park, Hwanjo Yu				code	0
Semantic search and a new moore's law effect in knowledge engineering	WeiYing Ma				code	0
Understanding users' satisfaction for search engine evaluation	Gordon Sun				code	0
Similarity search in real world networks	Cuiping Li				code	0
China's national personal credit scoring system: a real-life intelligent knowledge application	Yong Shi				code	0
Experiences and lessons in developing industry-strength machine learning and data mining software	ChihJen Lin				code	0
Nine real hard problems we'd like you to solve	Robin Li				code	0
NASA: achieving lower regrets and faster rates via adaptive stepsizes	Hua Ouyang, Alexander G. Gray				code	0
Interaction and collective intelligence in internet computing	Deyi Li				code	0
A new challenge of information processing under the 21st century	Bo Zhang				code	0
Developing data mining applications	Geoff Holmes				code	0
Maximizing return and minimizing cost with the right decision management systems	Rich Holada				code	0
Bayesian relational data analysis	Naonori Ueda				code	0
Algorithms for mining uncertain graph data	Jianzhong Li				code	0
Experience with discovering knowledge by acquiring it	Paul Compton				code	0
Ensembles and model delivery for tax compliance	Graham Williams				code	0
Leveraging predictive modeling to reduce signal theft in a multi-service organization environment	Seymour Douglas				code	0
Information processing in social networks	MingSyan Chen				code	0