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KDD2014

会议论文列表

本会议共有 217 篇论文

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