KDD2016

会议论文列表

本会议共有 236 篇论文

序号	标题	链接	推荐理由	推荐度	摘要	作者	组织
1		Ranking Relevance in Yahoo Search		0		Changsung Kang, Chikashi Nobata, Dawei Yin, Hongbo Deng, Hua Ouyang, JeanMarc Langlois, Jianhui Chen, Jiliang Tang, Mianwei Zhou, Tim Daly Jr., Yi Chang, Yuening Hu
2		Collaborative Knowledge Base Embedding for Recommender Systems		0		Defu Lian, Fuzheng Zhang, Nicholas Jing Yuan, WeiYing Ma, Xing Xie
3		How to Get Them a Dream Job?: Entity-Aware Features for Personalized Job Search Ranking		0		Dhruv Arya, Jia Li, Shakti Sinha, Viet HaThuc
4		Approximate Personalized PageRank on Dynamic Graphs		0		Ashish Goel, Hongyang Zhang, Peter Lofgren
5		Profiling Users from Online Social Behaviors with Applications for Tencent Social Ads		0		Ching Law
6		Towards Conversational Recommender Systems		0		Filip Radlinski, Katja Hofmann, Konstantina Christakopoulou
7		Extreme Multi-label Loss Functions for Recommendation, Tagging, Ranking & Other Missing Label Applications		0		Himanshu Jain, Manik Varma, Yashoteja Prabhu
8		Convex Optimization for Linear Query Processing under Approximate Differential Privacy		0		Ganzhao Yuan, Yin Yang, Zhenjie Zhang, Zhifeng Hao
9		Large-Scale Item Categorization in e-Commerce Using Multiple Recurrent Neural Networks		0		Hyuna Pyo, Jeonghee Kim, JungWoo Ha
10		Images Don't Lie: Transferring Deep Visual Semantic Features to Large-Scale Multimodal Learning to Rank		0		Corey Lynch, Josh Attenberg, Kamelia Aryafar
11		Online Context-Aware Recommendation with Time Varying Multi-Armed Bandit		0		Chunqiu Zeng, Qing Wang, Shekoofeh Mokhtari, Tao Li
12		Contextual Intent Tracking for Personal Assistants		0		Kieran McDonald, Nicholas Jing Yuan, Rui Zhang, Xing Xie, Yingzi Wang, Yu Sun
13		An Empirical Study on Recommendation with Multiple Types of Feedback		0		BeeChung Chen, Bo Long, Deepak Agarwal, Liang Tang
14		Compute Job Memory Recommender System Using Machine Learning		0		Maria Lupetini, Taraneh Taghavi, Yaron Kretchmer
15		Analyzing Volleyball Match Data from the 2014 World Championships Using Machine Learning Techniques		0		Horesh Ben Shitrit, Jan Van Haaren, Jesse Davis, Pascal Fua
16		Point-of-Interest Recommendations: Learning Potential Check-ins from Friends		0		Hengshu Zhu, Huayu Li, Richang Hong, Yong Ge
17		Unified Point-of-Interest Recommendation with Temporal Interval Assessment		0		Bin Liu, Chuanren Liu, Hui Xiong, Meng Qu, Yanchi Liu
18		Deep Visual-Semantic Hashing for Cross-Modal Retrieval		0		Jianmin Wang, Mingsheng Long, Philip S. Yu, Qiang Yang, Yue Cao
19		How to Compete Online for News Audience: Modeling Words that Attract Clicks		0		Alejandro Jaimes, Alice Oh, Amin Mantrach, Joon Hee Kim
20		The Million Domain Challenge: Broadcast Email Prioritization by Cross-domain Recommendation		0		Beidou Wang, Deng Cai, Jiajun Bu, Martin Ester, Yikang Liao, Yu Zhu, Ziyu Guan
21		Designing Policy Recommendations to Reduce Home Abandonment in Mexico		0		Eduardo Blancas Reyes, José Carlos González, Klaus Ackermann, Paul van der Boor, Rayid Ghani, Romana Khan, Sue He, Thomas Anderson Keller
22		Developing a Data-Driven Player Ranking in Soccer Using Predictive Model Weights		0		Joel Brooks, John V. Guttag, Matthew Kerr
23		Minimizing Legal Exposure of High-Tech Companies through Collaborative Filtering Methods		0		Bo Jin, Chao Che, Cuili Yao, Kuifei Yu, Li Guo, Qiang Zhang, Ruiyun Yu, Yue Qu
24		Ranking Universities Based on Career Outcomes of Graduates		0		BeeChung Chen, Deepak Agarwal, Igor Perisic, Navneet Kapur, Nikita I. Lytkin
25		Repeat Buyer Prediction for E-Commerce		0		Gang Zhao, Guimei Liu, Jianbo Yang, Jianneng Cao, Min Wu, Peilin Zhao, Tam T. Nguyen, Wei Chen, Wei Zha
26		An Engagement-Based Customer Lifetime Value System for E-commerce		0		Addhyan Pandey, Ali Vanderveld, Angela Han, Rajesh Parekh
27		Recruitment Market Trend Analysis with Sequential Latent Variable Models		0		Chen Zhu, Fang Xie, Hengshu Zhu, Hui Xiong, Pengliang Ding
28		Gemello: Creating a Detailed Energy Breakdown from Just the Monthly Electricity Bill		0		Amarjeet Singh, Kamin Whitehouse, Nipun Batra
29		CaSMoS: A Framework for Learning Candidate Selection Models over Structured Queries and Documents		0		Bo Zhao, David Stein, Fedor Borisyuk, Krishnaram Kenthapadi
30		Kam1n0: MapReduce-based Assembly Clone Search for Reverse Engineering		0		Benjamin C. M. Fung, Philippe Charland, Steven H. H. Ding
31		Convolutional Neural Networks for Steady Flow Approximation		0		Francesco Iorio, Wei Li, Xiaoxiao Guo
32		Scalable Fast Rank-1 Dictionary Learning for fMRI Big Data Analysis		0		Binbin Lin, Ian Davidson, Jieping Ye, Milad Makkie, Mojtaba Sedigh Fazli, Shannon Quinn, Tianming Liu, Xiang Li
33		Detecting Devastating Diseases in Search Logs		0		Eric Horvitz, John Paparrizos, Ryen W. White
34		When Recommendation Goes Wrong: Anomalous Link Discovery in Recommendation Networks		0		Bryan Perozzi, Jack Saalweachter, Mayur Thakur, Michael Schueppert
35		The Limits of Popularity-Based Recommendations, and the Role of Social Ties		0		Alessandro Panconesi, Erisa Terolli, Marco Bressan, Prabhakar Raghavan, Stefano Leucci
36		Predicting Matchups and Preferences in Context		0		Shuo Chen, Thorsten Joachims
37		Ranking Causal Anomalies via Temporal and Dynamical Analysis on Vanishing Correlations		0		Guofei Jiang, Haifeng Chen, Kai Zhang, Wei Cheng, Wei Wang, Zhengzhang Chen
38		A Subsequence Interleaving Model for Sequential Pattern Mining		0		Charles Sutton, Jaroslav M. Fowkes
39		QUINT: On Query-Specific Optimal Networks		0		Hanghang Tong, Jie Tang, Liangyue Li, Wei Fan, Yuan Yao
40		Asymmetric Transitivity Preserving Graph Embedding		0		Jian Pei, Mingdong Ou, Peng Cui, Wenwu Zhu, Ziwei Zhang
41		ABRA: Approximating Betweenness Centrality in Static and Dynamic Graphs with Rademacher Averages		0		Eli Upfal, Matteo Riondato
42		Lexis: An Optimization Framework for Discovering the Hierarchical Structure of Sequential Data		0		Bistra Dilkina, Constantine Dovrolis, Payam Siyari
43		Structural Deep Network Embedding		0		Daixin Wang, Peng Cui, Wenwu Zhu
44		Revisiting Random Binning Features: Fast Convergence and Strong Parallelizability		0		Ian EnHsu Yen, Jie Chen, Lingfei Wu, Rui Yan
45		Recurrent Marked Temporal Point Processes: Embedding Event History to Vector		0		Hanjun Dai, Le Song, Manuel GomezRodriguez, Nan Du, Rakshit Trivedi, Utkarsh Upadhyay
46		Meta Structure: Computing Relevance in Large Heterogeneous Information Networks		0		Nikos Mamoulis, Reynold Cheng, Xiang Li, Yizhou Sun, Yudian Zheng, Zhipeng Huang
47		A Multi-Task Learning Formulation for Survival Analysis		0		Chandan K. Reddy, Jie Wang, Jieping Ye, Yan Li
48		Multi-Task Feature Interaction Learning		0		Inci M. Baytas, Jianpeng Xu, Jiayu Zhou, Kaixiang Lin, Shuiwang Ji
49		Scalable Pattern Matching over Compressed Graphs via Dedensification		0		Antonio Maccioni, Daniel J. Abadi
50		Label Noise Reduction in Entity Typing by Heterogeneous Partial-Label Embedding		0		Clare R. Voss, Heng Ji, Jiawei Han, Meng Qu, Wenqi He, Xiang Ren
51		Data-driven Automatic Treatment Regimen Development and Recommendation		0		Chonghui Guo, Chuanren Liu, Hui Xiong, Leilei Sun, Yanming Xie
52		FUSE: Full Spectral Clustering		0		Christian Böhm, Claudia Plant, Sebastian Goebl, Wei Ye
53		Collaborative Multi-View Denoising		0		Binbin Li, Dinggang Shen, Lei Zhang, Shuiwang Ji, Shupeng Wang, Xiaoyu Zhang, Yong Wang
54		Portfolio Selections in P2P Lending: A Multi-Objective Perspective		0		Enhong Chen, Guifeng Wang, Hongke Zhao, Qi Liu, Yong Ge
55		Graphons and Machine Learning: Modeling and Estimation of Sparse Massive Networks		0		Jennifer T. Chayes
56		Predictors without Borders: Behavioral Modeling of Product Adoption in Three Developing Countries		0		Joshua E. Blumenstock, Muhammad Raza Khan
57		From Online Behaviors to Offline Retailing		0		Ping Luo, Qing He, Shengwen Yang, Su Yan, Zhiqiang Liu, Zhiyong Shen
58		Large-Scale Machine Learning at Verizon: Theory and Applications		0		Ashok Srivastava
59		Understanding Behaviors that Lead to Purchasing: A Case Study of Pinterest		0		Caroline Lo, Dan Frankowski, Jure Leskovec
60		Improving the Sensitivity of Online Controlled Experiments: Case Studies at Netflix		0		Huizhi Xie, Juliette Aurisset
61		Bid-aware Gradient Descent for Unbiased Learning with Censored Data in Display Advertising		0		Jian Xu, Jun Wang, Tianxiong Zhou, Weinan Zhang
62		Robust Large-Scale Machine Learning in the Cloud		0		BorYiing Su, Dennis Fetterly, Eugene J. Shekita, Steffen Rendle
63		A Multiple Test Correction for Streams and Cascades of Statistical Hypothesis Tests		0		François Petitjean, Geoffrey I. Webb
64		DeepIntent: Learning Attentions for Online Advertising with Recurrent Neural Networks		0		Kenghao Chang, Ruofei Zhang, Shuangfei Zhai, Zhongfei (Mark) Zhang
65		Optimal Reserve Prices in Upstream Auctions: Empirical Application on Online Video Advertising		0		Kuangchih Lee, Miguel Angel Alcobendas Lisbona, Sheide Chammas
66		Fast Component Pursuit for Large-Scale Inverse Covariance Estimation		0		Lei Han, Tong Zhang, Yu Zhang
67		Online Feature Selection: A Limited-Memory Substitution Algorithm and Its Asynchronous Parallel Variation		0		Haichuan Yang, Ji Liu, Ryohei Fujimaki, Yukitaka Kusumura
68		Distributing the Stochastic Gradient Sampler for Large-Scale LDA		0		Jianfei Chen, Jun Zhu, Yuan Yang
69		Data-Driven Metric Development for Online Controlled Experiments: Seven Lessons Learned		0		Alex Deng, Xiaolin Shi
70		Catch Me If You Can: Detecting Pickpocket Suspects from Large-Scale Transit Records		0		Bowen Du, Chuanren Liu, Hui Xiong, Wenjun Zhou, Zhenshan Hou
71		Online Dual Decomposition for Performance and Delivery-Based Distributed Ad Allocation		0		Cédric Archambeau, Jim C. Huang, Rodolphe Jenatton
72		Audience Expansion for Online Social Network Advertising		0		Chongzhe Li, David Pardoe, Frank Cao, Haishan Liu, Kun Liu, Manoj Thakur
73		Engagement Capacity and Engaging Team Formation for Reach Maximization of Online Social Media Platforms		0		Alexander G. Nikolaev, Shounak Gore, Venu Govindaraju
74		Boosted Decision Tree Regression Adjustment for Variance Reduction in Online Controlled Experiments		0		Alexey Drutsa, Alexey Poyarkov, Andrey Khalyavin, Gleb Gusev, Pavel Serdyukov
75		Question Independent Grading using Machine Learning: The Case of Computer Program Grading		0		Gursimran Singh, Shashank Srikant, Varun Aggarwal
76		Evaluating Mobile Apps with A/B and Quasi A/B Tests		0		Nanyu Chen, Ya Xu
77		GLMix: Generalized Linear Mixed Models For Large-Scale Response Prediction		0		BeeChung Chen, Deepak Agarwal, Liang Zhang, XianXing Zhang, Yiming Ma, Yitong Zhou
78		How Machine Learning has Finally Solved Wanamaker's Dilemma		0		Oliver Downs
79		The Wisdom of Crowds: Best Practices for Data Prep & Machine Learning Derived from Millions of Data Science Workflows		0		Ingo Mierswa
80		Domain Adaptation in the Absence of Source Domain Data		0		Boris Chidlovskii, Gabriela Csurka, Stéphane Clinchant
81		Joint Optimization of Multiple Performance Metrics in Online Video Advertising		0		Jianqiang Shen, Sahin Cem Geyik, Santanu Kolay, Sean O'Donnell, Sergey Faleev
82		CompanyDepot: Employer Name Normalization in the Online Recruitment Industry		0		Faizan Javed, Matt McNair, Qiaoling Liu
83		Text Mining in Clinical Domain: Dealing with Noise		0		Hoang Nguyen, Jon Patrick
84		Streaming-LDA: A Copula-based Approach to Modeling Topic Dependencies in Document Streams		0		Hesam Amoualian, Marianne Clausel, MassihReza Amini, Éric Gaussier
85		Positive-Unlabeled Learning in Streaming Networks		0		Dawei Yin, Jiliang Tang, Mark A. HasegawaJohnson, Shiyu Chang, Thomas S. Huang, Yang Zhang, Yi Chang
86		TRIÈST: Counting Local and Global Triangles in Fully-Dynamic Streams with Fixed Memory Size		0		Alessandro Epasto, Eli Upfal, Lorenzo De Stefani, Matteo Riondato
87		When Social Influence Meets Item Inference		0		DeNian Yang, HongHan Shuai, HuiJu Hung, Jian Pei, LiangHao Huang, MingSyan Chen, WangChien Lee
88		Privacy-preserving Class Ratio Estimation		0		Arun Shankar Iyer, J. Saketha Nath, Sunita Sarawagi
89		CatchTartan: Representing and Summarizing Dynamic Multicontextual Behaviors		0		Christos Faloutsos, Jiawei Han, Meng Jiang
90		Mining Subgroups with Exceptional Transition Behavior		0		Andreas Hotho, Denis Helic, Florian Lemmerich, Markus Strohmaier, Martin Becker, Philipp Singer
91		Dynamic Clustering of Streaming Short Documents		0		Emine Yilmaz, Evangelos Kanoulas, Shangsong Liang
92		Regime Shifts in Streams: Real-time Forecasting of Co-evolving Time Sequences		0		Yasuko Matsubara, Yasushi Sakurai
93		Fast Memory-efficient Anomaly Detection in Streaming Heterogeneous Graphs		0		Emaad A. Manzoor, Leman Akoglu, Sadegh M. Milajerdi
94		Sampling of Attributed Networks from Hierarchical Generative Models		0		Jennifer Neville, Pablo RoblesGranda, Sebastián Moreno
95		Towards Optimal Cardinality Estimation of Unions and Intersections with Sketches		0		Daniel Ting
96		Overcoming Key Weaknesses of Distance-based Neighbourhood Methods using a Data Dependent Dissimilarity Measure		0		Kai Ming Ting, Mark James Carman, Ye Zhu, Yue Zhu, ZhiHua Zhou
97		Just One More: Modeling Binge Watching Behavior		0		Azin Ashkan, Brian Eriksson, Weicong Ding, William Trouleau
98		Taxi Driving Behavior Analysis in Latent Vehicle-to-Vehicle Networks: A Social Influence Perspective		0		Enhong Chen, Hao Zhong, Hengshu Zhu, Hui Xiong, Qi Liu, Tong Xu, Xiangyu Zhao
99		Accelerating Online CP Decompositions for Higher Order Tensors		0		Ian Davidson, James Bailey, Shuo Zhou, Xuan Vinh Nguyen, Yunzhe Jia
100		Compressing Convolutional Neural Networks in the Frequency Domain		0		James T. Wilson, Kilian Q. Weinberger, Stephen Tyree, Wenlin Chen, Yixin Chen
101		Parallel Dual Coordinate Descent Method for Large-scale Linear Classification in Multi-core Environments		0		ChihJen Lin, MuChu Lee, WeiLin Chiang
102		Fast Unsupervised Online Drift Detection Using Incremental Kolmogorov-Smirnov Test		0		Denis Moreira dos Reis, Gustavo E. A. P. A. Batista, Peter A. Flach, Stan Matwin
103		Subjectively Interesting Component Analysis: Data Projections that Contrast with Prior Expectations		0		Bo Kang, Jefrey Lijffijt, Raúl SantosRodriguez, Tijl De Bie
104		Online Optimization Methods for the Quantification Problem		0		Fabrizio Sebastiani, Harikrishna Narasimhan, Purushottam Kar, Sanjay Chawla, Shuai Li
105		Lightweight Monitoring of Distributed Streams		0		Arnon Lazerson, Assaf Schuster, Daniel Keren
106		Bayesian Inference of Arrival Rate and Substitution Behavior from Sales Transaction Data with Stockouts		0		Benjamin Letham, Cynthia Rudin, Lydia M. Letham
107		Scalable Betweenness Centrality Maximization via Sampling		0		Ahmad Mahmoody, Charalampos E. Tsourakakis, Eli Upfal
108		User Identity Linkage by Latent User Space Modelling		0		EePeng Lim, Feida Zhu, Jianzong Wang, Jing Xiao, Xin Mu, ZhiHua Zhou
109		A Text Clustering Algorithm Using an Online Clustering Scheme for Initialization		0		Jianhua Yin, Jianyong Wang
110		Accelerated Stochastic Block Coordinate Descent with Optimal Sampling		0		Aston Zhang, Quanquan Gu
111		Online Asymmetric Active Learning with Imbalanced Data		0		Padmini Srinivasan, Tianbao Yang, Xiaoxuan Zhang
112		Lifelong Machine Learning and Computer Reading the Web		0		Bing Liu, Estevam R. Hruschka Jr., Zhiyuan Chen
113		Streaming Analytics		0		Ashish Gupta, Neera Agarwal
114		IoT Big Data Stream Mining		0		Albert Bifet, Gianmarco De Francisci Morales, João Gama, Latifur Khan, Wei Fan
115		Algorithmic Bias: From Discrimination Discovery to Fairness-aware Data Mining		0		Carlos Castillo, Francesco Bonchi, Sara Hajian
116		A VC View of Investing in ML		0		Greg Papadopoulos
117		Learning to Learn and Compositionality with Deep Recurrent Neural Networks: Learning to Learn and Compositionality		0		Nando de Freitas
118		The Evolving Meaning of Information Security		0		Whitfield Diffie
119		People, Computers, and The Hot Mess of Real Data		0		Joseph M. Hellerstein
120		Big Data Needs Big Dreamers: Lessons from Successful Big Data Investors		0		Evangelos Simoudis, Greg Sands, Mark Gorenberg, Matt Ocko, Tim Guleri
121		Aircraft Trajectory Prediction Made Easy with Predictive Analytics		0		Hanan Samet, Samet Ayhan
122		Predicting Disk Replacement towards Reliable Data Centers		0		Dorothea Wiesmann, Ioana Giurgiu, Jasmina Bogojeska, Mirela Madalina Botezatu
123		Matrix Computations and Optimization in Apache Spark		0		Aaron Staple, Alexander Ulanov, Burak Yavuz, Evan R. Sparks, Li Pu, Matei Zaharia, Reza Bosagh Zadeh, Shivaram Venkataraman, Xiangrui Meng
124		Identifying Police Officers at Risk of Adverse Events		0		Ayesha Mahmud, C. P. T. Estella Patterson, Crystal Cody, Jennifer Helsby, Joe Walsh, Kenneth Joseph, Lauren Haynes, Rayid Ghani, Samuel Carton, Youngsoo Park
125		The Legislative Influence Detector: Finding Text Reuse in State Legislation		0		Derek Willis, Eugenia Giraudy, Joe Walsh, Julian KatzSamuels, Lauren Haynes, Matthew Burgess, Rayid Ghani
126		Email Volume Optimization at LinkedIn		0		Guanfeng Liang, HsiaoPing Tseng, Ravi Kiran Holur Vijay, Rupesh Gupta, Rómer Rosales, Xiaoyu Chen
127		Firebird: Predicting Fire Risk and Prioritizing Fire Inspections in Atlanta		0		Bistra Dilkina, Duen Horng Chau, Matthew HindsAldrich, Michael A. Madaio, Oliver L. Haimson, ShangTse Chen, Wenwen Zhang, Xiang Cheng
128		DopeLearning: A Computational Approach to Rap Lyrics Generation		0		Aristides Gionis, Eric Malmi, Hannu Toivonen, Pyry Takala, Tapani Raiko
129		Anomaly Detection Using Program Control Flow Graph Mining From Execution Logs		0		Animesh Nandi, Atri Mandal, Gargi Banerjee Dasgupta, Shubham Atreja, Subhrajit Bhattacharya
130		EMBERS at 4 years: Experiences operating an Open Source Indicators Forecasting System		0		Achla Marathe, Alla Rozovskaya, Andy Doyle, Anil Vullikanti, ChangTien Lu, David Mares, Dipak K. Gupta, Graham Katz, Jaime Arredondo, Jose Cadena, Kristen Maria Summers, Liang Zhao, Naren Ramakrishnan, Nathan Self, Parang Saraf, Patrick Butler, Rupinder Paul Khandpur, Sathappan Muthiah
131		Dynamic and Robust Wildfire Risk Prediction System: An Unsupervised Approach		0		Anna Phan, Laura Irina Rusu, Mahsa Salehi, Timothy M. Lynar
132		Deep Crossing: Web-Scale Modeling without Manually Crafted Combinatorial Features		0		Dong Yu, Haijing Wang, J. C. Mao, Jian Jiao, T. Ryan Hoens, Ying Shan
133		Identifying Earmarks in Congressional Bills		0		Christopher Berry, Ellery Wulczyn, Joe Walsh, Madian Khabsa, Matthew Heston, Rayid Ghani, Vrushank Vora
134		Identifying Decision Makers from Professional Social Networks		0		Abhishek Gupta, Evangelia Christakopoulou, Shipeng Yu
135		A Non-parametric Approach to Detect Epileptogenic Lesions using Restricted Boltzmann Machines		0		Bilal Ahmed, Carla E. Brodley, Jennifer G. Dy, Karen E. Blackmon, Orrin Devinsky, Ruben Kuzniecky, Thomas Thesen, Yijun Zhao
136		Batch Model for Batched Timestamps Data Analysis with Application to the SSA Disability Program		0		Ao Yuan, Chunxiao Zhou, Minh Huynh, Qingqi Yue, Xuan Che
137		Can You Teach the Elephant to Dance? AKA: Culture Eats Data Science for Breakfast		0		Jonathan D. Becher
138		Days on Market: Measuring Liquidity in Real Estate Markets		0		Enhong Chen, Fangshuang Tang, Hengshu Zhu, Hui Xiong, Qi Liu, Yanjie Fu, Yong Ge
139		Learning Sparse Models at Scale		0		Ralf Herbrich
140		Accelerating the Race to Autonomous Cars		0		Danny Shapiro
141		Computational Social Science: Exciting Progress and Future Challenges		0		Duncan Watts
142		Bayesian Optimization and Embedded Learning Systems		0		Jeff Schneider
143		MAP: Frequency-Based Maximization of Airline Profits based on an Ensemble Forecasting Approach		0		Bo An, Haipeng Chen, Noseong Park, V. S. Subrahmanian
144		Computational Drug Repositioning Using Continuous Self-Controlled Case Series		0		David Page, James A. Thomson, Michael Caldwell, Peggy L. Peissig, Ron M. Stewart, Zhaobin Kuang
145		Singapore in Motion: Insights on Public Transport Service Level Through Farecard and Mobile Data Analytics		0		Hasan Poonawala, Laura Wynter, Sambit Sahu, Sebastien Blandin, Vinay Kolar
146		Deploying Analytics with the Portable Format for Analytics (PFA)		0		Collin Bennett, Jim Pivarski, Robert L. Grossman
147		EMBERS AutoGSR: Automated Coding of Civil Unrest Events		0		Naren Ramakrishnan, Parang Saraf
148		Crime Rate Inference with Big Data		0		Corina Graif, Daniel Kifer, Hongjian Wang, Zhenhui Li
149		Scalable Time-Decaying Adaptive Prediction Algorithm		0		Eric P. Xing, Fangshan Wang, Guilin Li, Qirong Ho, Qiuling Pan, Shikai Liu, Yinyan Tan, Zhe Fan, Zhengbing Li
150		Talent Circle Detection in Job Transition Networks		0		Hengshu Zhu, Huang Xu, Hui Xiong, Jingyuan Yang, Zhiwen Yu
151		Compact and Scalable Graph Neighborhood Sketching		0		Takuya Akiba, Yosuke Yano
152		Assessing Human Error Against a Benchmark of Perfection		0		Ashton Anderson, Jon M. Kleinberg, Sendhil Mullainathan
153		Inferring Network Effects from Observational Data		0		Dan Garant, David D. Jensen, David T. Arbour
154		Keeping it Short and Simple: Summarising Complex Event Sequences with Multivariate Patterns		0		Arno Siebes, Jilles Vreeken, Roel Bertens
155		Communication Efficient Distributed Kernel Principal Component Analysis		0		Bo Xie, David P. Woodruff, Le Song, MariaFlorina Balcan, Yingyu Liang
156		FASCINATE: Fast Cross-Layer Dependency Inference on Multi-layered Networks		0		Chen Chen, Hanghang Tong, Lei Xie, Lei Ying, Qing He
157		XGBoost: A Scalable Tree Boosting System		0		Carlos Guestrin, Tianqi Chen
158		Robust Influence Maximization		0		Mingfei Zhao, Tian Lin, Wei Chen, Xuren Zhou, Zihan Tan
159		Efficient Frequent Directions Algorithm for Sparse Matrices		0		Edo Liberty, Jeff M. Phillips, Mina Ghashami
160		node2vec: Scalable Feature Learning for Networks		0		Aditya Grover, Jure Leskovec
161		Generalized Hierarchical Sparse Model for Arbitrary-Order Interactive Antigenic Sites Identification in Flu Virus Data		0		Lei Han, Tong Zhang, XiuFeng Wan, Yu Zhang
162		FRAUDAR: Bounding Graph Fraud in the Face of Camouflage		0		Alex Beutel, Bryan Hooi, Christos Faloutsos, Hyun Ah Song, Kijung Shin, Neil Shah
163		Robust Influence Maximization		0		David Kempe, Xinran He
164		Joint Community and Structural Hole Spanner Detection via Harmonic Modularity		0		ChunTa Lu, Jianping Cao, Jiaqi Ma, Lifang He, Linlin Shen, Philip S. Yu
165		Temporal Order-based First-Take-All Hashing for Fast Attention-Deficit-Hyperactive-Disorder Detection		0		GuoJun Qi, Hao Hu, Joey VelezGinorio
166		Smart Reply: Automated Response Suggestion for Email		0		Andrew Tomkins, Anjuli Kannan, Balint Miklos, Greg Corrado, Karol Kurach, László Lukács, Marina Ganea, Peter Young, Sujith Ravi, Tobias Kaufmann, Vivek Ramavajjala
167		Rebalancing Bike Sharing Systems: A Multi-source Data Smart Optimization		0		Hui Xiong, Junming Liu, Leilei Sun, Weiwei Chen
168		AnyDBC: An Efficient Anytime Density-based Clustering Algorithm for Very Large Complex Datasets		0		Ira Assent, Martin Storgaard, Son T. Mai
169		Skinny-dip: Clustering in a Sea of Noise		0		Claudia Plant, Samuel Maurus
170		Semi-Markov Switching Vector Autoregressive Model-Based Anomaly Detection in Aviation Systems		0		Arindam Banerjee, Bryan L. Matthews, Igor Melnyk, Nikunj C. Oza
171		Continuous Experience-aware Language Model		0		Gerhard Weikum, Stephan Günnemann, Subhabrata Mukherjee
172		Modeling Precursors for Event Forecasting via Nested Multi-Instance Learning		0		Huzefa Rangwala, Naren Ramakrishnan, Sathappan Muthiah, Yue Ning
173		Structural Neighborhood Based Classification of Nodes in a Network		0		M. Narasimha Murty, Sharad Nandanwar
174		PTE: Enumerating Trillion Triangles On Distributed Systems		0		HaMyung Park, SungHyon Myaeng, U Kang
175		"Why Should I Trust You?": Explaining the Predictions of Any Classifier		0		Carlos Guestrin, Marco Túlio Ribeiro, Sameer Singh
176		Goal-Directed Inductive Matrix Completion		0		ChoJui Hsieh, Inderjit S. Dhillon, KaiYang Chiang, Nikhil Rao, Si Si
177		Graph Wavelets via Sparse Cuts		0		Ambuj K. Singh, Ananthram Swami, Arlei Silva, Prithwish Basu, XuanHong Dang
178		Targeted Topic Modeling for Focused Analysis		0		Bing Liu, Geli Fei, Sherry Emery, Shuai Wang, Zhiyuan Chen
179		Structured Doubly Stochastic Matrix for Graph Based Clustering: Structured Doubly Stochastic Matrix		0		Feiping Nie, Heng Huang, Xiaoqian Wang
180		Robust Extreme Multi-label Learning		0		Chang Xu, Chao Xu, Dacheng Tao
181		GMove: Group-Level Mobility Modeling Using Geo-Tagged Social Media		0		Chao Zhang, Jiawei Han, Keyang Zhang, Luming Zhang, Quan Yuan, Tim Hanratty
182		FINAL: Fast Attributed Network Alignment		0		Hanghang Tong, Si Zhang
183		Annealed Sparsity via Adaptive and Dynamic Shrinking		0		Chaoran Cheng, Guofei Jiang, Haifeng Chen, Jieping Ye, Kai Zhang, Shandian Zhe, Yuan Qi, Zhengzhang Chen, Zhi Wei
184		Partial Label Learning via Feature-Aware Disambiguation		0		BinBin Zhou, MinLing Zhang, XuYing Liu
185		Come-and-Go Patterns of Group Evolution: A Dynamic Model		0		Christos Faloutsos, Hao Ye, Peng Cui, Shiqiang Yang, Tianyang Zhang, Wenwu Zhu, Yunfei Lu
186		NetCycle: Collective Evolution Inference in Heterogeneous Information Networks		0		Xiangnan Kong, Yangyong Zhu, Yizhou Zhang, Yun Xiong
187		Burstiness Scale: A Parsimonious Model for Characterizing Random Series of Events		0		Pedro Olmo Stancioli Vaz de Melo, Renato Martins Assunção, Rodrigo Augusto da Silva Alves
188		MANTRA: A Scalable Approach to Mining Temporally Anomalous Sub-trajectories		0		Pranali Yawalkar, Prithu Banerjee, Sayan Ranu
189		From Prediction to Action: A Closed-Loop Approach for Data-Guided Network Resource Allocation		0		Huasen Wu, Xin Liu, Yanan Bao
190		Towards Robust and Versatile Causal Discovery for Business Applications		0		Giorgos Borboudakis, Ioannis Tsamardinos
191		Predicting Socio-Economic Indicators using News Events		0		Ashwin Venkataraman, Lakshminarayanan Subramanian, Srikanth Jagabathula, Sunandan Chakraborty
192		City-Scale Map Creation and Updating using GPS Collections		0		Cewu Lu, Chen Chen, Dimitrios Gunopulos, Leonidas J. Guibas, Qiang Yang, Qixing Huang
193		Multi-layer Representation Learning for Medical Concepts		0		Catherine Coffey, Edward Choi, Elizabeth Searles, James Bost, Javier TejedorSojo, Jimeng Sun, Michael Thompson, Mohammad Taha Bahadori
194		Finding Gangs in War from Signed Networks		0		Enhong Chen, Jian Pei, Jiannan Wang, Lingyang Chu, Zhefeng Wang, Zijin Zhao
195		Efficient Processing of Network Proximity Queries via Chebyshev Acceleration		0		Ananth Grama, Mehmet Koyutürk, Mustafa Coskun
196		Latent Space Model for Road Networks to Predict Time-Varying Traffic		0		Cyrus Shahabi, Dingxiong Deng, Linhong Zhu, Rose Yu, Ugur Demiryurek, Yan Liu
197		Compressing Graphs and Indexes with Recursive Graph Bisection		0		Alon Shalita, Brian Karrer, Giuseppe Ottaviano, Igor Kabiljo, Laxman Dhulipala, Sergey Pupyrev
198		Learning Cumulatively to Become More Knowledgeable		0		Bing Liu, Geli Fei, Shuai Wang
199		Squish: Near-Optimal Compression for Archival of Relational Datasets		0		Aditya G. Parameswaran, Yihan Gao
200		Robust and Effective Metric Learning Using Capped Trace Norm: Metric Learning via Capped Trace Norm		0		Feiping Nie, Heng Huang, Zhouyuan Huo
201		Smart Broadcasting: Do You Want to be Seen?		0		Erfan Tavakoli, Le Song, Manuel GomezRodriguez, Mehrdad Farajtabar, Mohammad Reza Karimi
202		Causal Clustering for 1-Factor Measurement Models		0		Erich Kummerfeld, Joseph D. Ramsey
203		Optimally Discriminative Choice Sets in Discrete Choice Models: Application to Data-Driven Test Design		0		Christoph Studer, Frans Schalekamp, Hod Lipson, Igor Labutov, Kelvin Luu
204		Interpretable Decision Sets: A Joint Framework for Description and Prediction		0		Himabindu Lakkaraju, Jure Leskovec, Stephen H. Bach
205		Parallel Lasso Screening for Big Data Optimization		0		Jie Wang, Jieping Ye, Paul M. Thompson, Qingyang Li, Shuang Qiu, Shuiwang Ji
206		A Real Linear and Parallel Multiple Longest Common Subsequences (MLCS) Algorithm		0		Hui Li, Sheng Wang, Tihua Duan, Yang Cheng, Yanni Li, Zhi Wang
207		Infinite Ensemble for Image Clustering		0		Hongfu Liu, Ming Shao, Sheng Li, Yun Fu
208		Safe Pattern Pruning: An Efficient Approach for Predictive Pattern Mining		0		Ichiro Takeuchi, Kazuya Nakagawa, Koji Tsuda, Masayuki Karasuyama, Shinya Suzumura
209		Lossless Separation of Web Pages into Layout Code and Data		0		Adi Omari, Benny Kimelfeld, Eran Yahav, Sharon Shoham
210		Predict Risk of Relapse for Patients with Multiple Stages of Treatment of Depression		0		Jieping Ye, Pinghua Gong, Zhi Nie
211		Unbounded Human Learning: Optimal Scheduling for Spaced Repetition		0		Igor Labutov, Siddharth Reddy, Siddhartha Banerjee, Thorsten Joachims
212		Reconstructing an Epidemic Over Time		0		Aristides Gionis, B. Aditya Prakash, Jilles Vreeken, Polina Rozenshtein
213		Improving Survey Aggregation with Sparsely Represented Signals		0		David P. Wipf, Forest Agostinelli, Matthew Staib, Thomas Moscibroda, Tianlin Shi
214		Dynamics of Large Multi-View Social Networks: Synergy, Cannibalization and Cross-View Interplay		0		Mitul Tiwari, Myunghwan Kim, Rómer Rosales, Shaunak Chatterjee, Souvik Ghosh, Yu Shi
215		Scalable Partial Least Squares Regression on Grammar-Compressed Data Matrices		0		Hiroto Saigo, Simon J. Puglisi, Yasuo Tabei, Yoshihiro Yamanishi
216		From Truth Discovery to Trustworthy Opinion Discovery: An Uncertainty-Aware Quantitative Modeling Approach		0		Bo Zhao, Jiawei Han, Jing Gao, Lance M. Kaplan, Mengting Wan, Xiangyu Chen
217		Transfer Knowledge between Cities		0		Qiang Yang, Ying Wei, Yu Zheng
218		Probabilistic Robust Route Recovery with Spatio-Temporal Dynamics		0		Baihua Zheng, Hanyuan Zhang, Hao Wu, Jiangyun Mao, Wei Wang, Weiwei Sun, Ziyang Chen
219		A Truth Discovery Approach with Theoretical Guarantee		0		Han Liu, Houping Xiao, Jing Gao, Lu Su, Shiyu Wang, Zhaoran Wang
220		Towards Confidence in the Truth: A Bootstrapping based Truth Discovery Approach		0		Aidong Zhang, Fenglong Ma, Houping Xiao, Jing Gao, Lu Su, Qi Li, Yunlong Feng
221		Absolute Fused Lasso and Its Application to Genome-Wide Association Studies		0		Jieping Ye, Jun Liu, Pinghua Gong, Ruiwen Zhang, Tao Yang, Xiaotong Shen
222		Diversified Temporal Subgraph Pattern Mining		0		Da Yan, Huanhuan Wu, James Cheng, John C. S. Lui, Shuigeng Zhou, Yi Yang
223		Beyond Sigmoids: The NetTide Model for Social Network Growth, and Its Applications		0		Chengxi Zang, Christos Faloutsos, Peng Cui
224		FLASH: Fast Bayesian Optimization for Data Analytic Pipelines		0		Hang Su, Jimeng Sun, Mohammad Taha Bahadori, Yuyu Zhang
225		Hierarchical Incomplete Multi-source Feature Learning for Spatiotemporal Event Forecasting		0		ChangTien Lu, Feng Chen, Jieping Ye, Liang Zhao, Naren Ramakrishnan
226		Efficient Shift-Invariant Dictionary Learning		0		Guoqing Zheng, Jaime G. Carbonell, Yiming Yang
227		Topic Modeling of Short Texts: A Pseudo-Document View		0		Fei Wang, Hao Lin, Hui Xiong, Hui Zhang, Junjie Wu, Ke Xu, Yuan Zuo
228		Scalable Data Analytics Using R: Single Machines to Hadoop Spark Clusters		0		Debraj GuhaThakurta, JohnMark Agosta, Mario Inchiosa, Mengyue Zhao, Robert Horton, Srini Kumar
229		Mining Reliable Information from Passively and Actively Crowdsourced Data		0		Bo Zhao, Jiawei Han, Jing Gao, Qi Li, Wei Fan
230		Collective Sensemaking via Social Sensors: Extracting, Profiling, Analyzing, and Predicting Real-world Events		0		Jiebo Luo, YuRu Lin, Yuheng Hu
231		Scalable Learning of Graphical Models		0		François Petitjean, Geoffrey I. Webb
232		Extracting Optimal Performance from Dynamic Time Warping		0		Abdullah Mueen, Eamonn J. Keogh
233		Leveraging Propagation for Data Mining: Models, Algorithms and Applications		0		B. Aditya Prakash, Naren Ramakrishnan
234		CNTK: Microsoft's Open-Source Deep-Learning Toolkit		0		Amit Agarwal, Frank Seide
235		Healthcare Data Mining with Matrix Models		0		Fei Wang, Joel Dudley, Ping Zhang
236		Business Applications of Predictive Modeling at Scale		0		Paul Ogilvie, Qiang Zhu, Songtao Guo, Yan Liu