| 2014 | 'Beating the news' with EMBERS: forecasting civil unrest using open source indicators. Naren Ramakrishnan, Patrick Butler, Sathappan Muthiah, Nathan Self, Rupinder Paul Khandpur, Parang Saraf, Wei Wang, Jose Cadena, Anil Vullikanti, Gizem Korkmaz, Chris J. Kuhlman, Achla Marathe, Liang Zhao, Ting Hua, Feng Chen, Chang-Tien Lu, Bert Huang, Aravind Srinivasan, Khoa Trinh, Lise Getoor, Graham Katz, Andy Doyle, Chris Ackermann, Ilya Zavorin, Jim Ford, Kristen Maria Summers, Youssef Fayed, Jaime Arredondo, Dipak Gupta, David Mares |
| 2014 | A bayesian framework for estimating properties of network diffusions. Varun R. Embar, Rama Kumar Pasumarthi, Indrajit Bhattacharya |
| 2014 | A case study: privacy preserving release of spatio-temporal density in paris. Gergely Ács, Claude Castelluccia |
| 2014 | A cost-effective recommender system for taxi drivers. Meng Qu, Hengshu Zhu, Junming Liu, Guannan Liu, Hui Xiong |
| 2014 | A data driven approach to diagnosing and treating disease. Eric E. Schadt |
| 2014 | A dirichlet multinomial mixture model-based approach for short text clustering. Jianhua Yin, Jianyong Wang |
| 2014 | A hazard based approach to user return time prediction. Komal Kapoor, Mingxuan Sun, Jaideep Srivastava, Tao Ye |
| 2014 | A multi-class boosting method with direct optimization. Shaodan Zhai, Tian Xia, Shaojun Wang |
| 2014 | A system to grade computer programming skills using machine learning. Shashank Srikant, Varun Aggarwal |
| 2014 | Active collaborative permutation learning. Jialei Wang, Nathan Srebro, James A. Evans |
| 2014 | Active learning for sparse bayesian multilabel classification. Deepak Vasisht, Andreas C. Damianou, Manik Varma, Ashish Kapoor |
| 2014 | Active semi-supervised learning using sampling theory for graph signals. Akshay Gadde, Aamir Anis, Antonio Ortega |
| 2014 | Active-transductive learning with label-adapted kernels. Dan Kushnir |
| 2014 | Activity ranking in LinkedIn feed. Deepak Agarwal, Bee-Chung Chen, Rupesh Gupta, Joshua Hartman, Qi He, Anand Iyer, Sumanth Kolar, Yiming Ma, Pannagadatta Shivaswamy, Ajit Singh, Liang Zhang |
| 2014 | Activity-edge centric multi-label classification for mining heterogeneous information networks. Yang Zhou, Ling Liu |
| 2014 | Algorithms for interpretable machine learning. Cynthia Rudin |
| 2014 | Almost linear-time algorithms for adaptive betweenness centrality using hypergraph sketches. Yuichi Yoshida |
| 2014 | An efficient algorithm for weak hierarchical lasso. Yashu Liu, Jie Wang, Jieping Ye |
| 2014 | An empirical study of reserve price optimisation in real-time bidding. Shuai Yuan, Jun Wang, Bowei Chen, Peter Mason, Sam Seljan |
| 2014 | Analyzing expert behaviors in collaborative networks. Huan Sun, Mudhakar Srivatsa, Shulong Tan, Yang Li, Lance M. Kaplan, Shu Tao, Xifeng Yan |
| 2014 | Applying data mining techniques to address critical process optimization needs in advanced manufacturing. Li Zheng, Chunqiu Zeng, Lei Li, Yexi Jiang, Wei Xue, Jingxuan Li, Chao Shen, Wubai Zhou, Hongtai Li, Liang Tang, Tao Li, Bing Duan, Ming Lei, Pengnian Wang |
| 2014 | Automated hypothesis generation based on mining scientific literature. W. Scott Spangler, Angela D. Wilkins, Benjamin J. Bachman, Meena Nagarajan, Tajhal Dayaram, Peter J. Haas, Sam Regenbogen, Curtis R. Pickering, Austin Comer, Jeffrey N. Myers, Ioana Stanoi, Linda Kato, Ana Lelescu, Jacques J. Labrie, Neha Parikh, Andreas Martin Lisewski, Lawrence A. Donehower, Ying Chen, Olivier Lichtarge |
| 2014 | Balanced graph edge partition. Florian Bourse, Marc Lelarge, Milan Vojnovic |
| 2014 | Batch discovery of recurring rare classes toward identifying anomalous samples. Murat Dundar, Halid Ziya Yerebakan, Bartek Rajwa |
| 2014 | Big data for social good. Nathan Eagle |
| 2014 | Box drawings for learning with imbalanced data. Siong Thye Goh, Cynthia Rudin |
| 2014 | Bringing data science to the speakers of every language. Robert Munro |
| 2014 | Bringing structure to text: mining phrases, entities, topics, and hierarchies. Jiawei Han, Chi Wang, Ahmed El-Kishky |
| 2014 | Budget pacing for targeted online advertisements at LinkedIn. Deepak Agarwal, Souvik Ghosh, Kai Wei, Siyu You |
| 2014 | Bugbears or legitimate threats?: (social) scientists' criticisms of machine learning? Sendhil Mullainathan |
| 2014 | COM: a generative model for group recommendation. Quan Yuan, Gao Cong, Chin-Yew Lin |
| 2014 | CatchSync: catching synchronized behavior in large directed graphs. Meng Jiang, Peng Cui, Alex Beutel, Christos Faloutsos, Shiqiang Yang |
| 2014 | Class-distribution regularized consensus maximization for alleviating overfitting in model combination. Sihong Xie, Jing Gao, Wei Fan, Deepak S. Turaga, Philip S. Yu |
| 2014 | Clinical risk prediction with multilinear sparse logistic regression. Fei Wang, Ping Zhang, Buyue Qian, Xiang Wang, Ian Davidson |
| 2014 | ClusCite: effective citation recommendation by information network-based clustering. Xiang Ren, Jialu Liu, Xiao Yu, Urvashi Khandelwal, Quanquan Gu, Lidan Wang, Jiawei Han |
| 2014 | Clustering and projected clustering with adaptive neighbors. Feiping Nie, Xiaoqian Wang, Heng Huang |
| 2014 | Community detection in graphs through correlation. Lian Duan, William Nick Street, Yanchi Liu, Haibing Lu |
| 2014 | Community membership identification from small seed sets. Isabel M. Kloumann, Jon M. Kleinberg |
| 2014 | Computational epidemiology. Madhav V. Marathe, Anil Kumar S. Vullikanti |
| 2014 | Constructing and mining web-scale knowledge graphs: KDD 2014 tutorial. Antoine Bordes, Evgeniy Gabrilovich |
| 2014 | Core decomposition of uncertain graphs. Francesco Bonchi, Francesco Gullo, Andreas Kaltenbrunner, Yana Volkovich |
| 2014 | Corporate residence fraud detection. Enric Junqué de Fortuny, Marija Stankova, Julie Moeyersoms, Bart Minnaert, Foster J. Provost, David Martens |
| 2014 | Correlating events with time series for incident diagnosis. Chen Luo, Jian-Guang Lou, Qingwei Lin, Qiang Fu, Rui Ding, Dongmei Zhang, Zhe Wang |
| 2014 | Correlation clustering in MapReduce. Flavio Chierichetti, Nilesh N. Dalvi, Ravi Kumar |
| 2014 | Correlation clustering: from theory to practice. Francesco Bonchi, David García-Soriano, Edo Liberty |
| 2014 | Crowdsourced time-sync video tagging using temporal and personalized topic modeling. Bin Wu, Erheng Zhong, Ben Tan, Andrew Horner, Qiang Yang |
| 2014 | Data science through the lens of social science. Drew Conway |
| 2014 | Data, predictions, and decisions in support of people and society. Eric Horvitz |
| 2014 | Deep learning. Ruslan Salakhutdinov |
| 2014 | DeepWalk: online learning of social representations. Bryan Perozzi, Rami Al-Rfou, Steven Skiena |
| 2014 | Detecting anomalies in dynamic rating data: a robust probabilistic model for rating evolution. Stephan Günnemann, Nikou Günnemann, Christos Faloutsos |
| 2014 | Detecting moving object outliers in massive-scale trajectory streams. Yanwei Yu, Lei Cao, Elke A. Rundensteiner, Qin Wang |
| 2014 | Differentially private network data release via structural inference. Qian Xiao, Rui Chen, Kian-Lee Tan |
| 2014 | Distance metric learning using dropout: a structured regularization approach. Qi Qian, Juhua Hu, Rong Jin, Jian Pei, Shenghuo Zhu |
| 2014 | Distance queries from sampled data: accurate and efficient. Edith Cohen |
| 2014 | Does social good justify risking personal privacy? Raghu Ramakrishnan, Geoffrey I. Webb |
| 2014 | Dual beta process priors for latent cluster discovery in chronic obstructive pulmonary disease. James C. Ross, Peter J. Castaldi, Michael H. Cho, Jennifer G. Dy |
| 2014 | Dynamics of news events and social media reaction. Mikalai Tsytsarau, Themis Palpanas, Malú Castellanos |
| 2014 | EARS (earthquake alert and report system): a real time decision support system for earthquake crisis management. Marco Avvenuti, Stefano Cresci, Andrea Marchetti, Carlo Meletti, Maurizio Tesconi |
| 2014 | Effective global approaches for mutual information based feature selection. Xuan Vinh Nguyen, Jeffrey Chan, Simone Romano, James Bailey |
| 2014 | Efficient SimRank computation via linearizationPublication of this article pending inquiry. Takanori Maehara, Mitsuru Kusumoto, Ken-ichi Kawarabayashi |
| 2014 | Efficient mini-batch training for stochastic optimization. Mu Li, Tong Zhang, Yuqiang Chen, Alexander J. Smola |
| 2014 | Efficient multi-task feature learning with calibration. Pinghua Gong, Jiayu Zhou, Wei Fan, Jieping Ye |
| 2014 | Empirical glitch explanations. Tamraparni Dasu, Ji Meng Loh, Divesh Srivastava |
| 2014 | Entity profiling with varying source reliabilities. Furong Li, Mong-Li Lee, Wynne Hsu |
| 2014 | Event detection in activity networks. Polina Rozenshtein, Aris Anagnostopoulos, Aristides Gionis, Nikolaj Tatti |
| 2014 | Experiments with non-parametric topic models. Wray L. Buntine, Swapnil Mishra |
| 2014 | Exploiting geographic dependencies for real estate appraisal: a mutual perspective of ranking and clustering. Yanjie Fu, Hui Xiong, Yong Ge, Zijun Yao, Yu Zheng, Zhi-Hua Zhou |
| 2014 | Exponential random graph estimation under differential privacy. Wentian Lu, Gerome Miklau |
| 2014 | FAST-PPR: scaling personalized pagerank estimation for large graphs. Peter Lofgren, Siddhartha Banerjee, Ashish Goel, Seshadhri Comandur |
| 2014 | FBLG: a simple and effective approach for temporal dependence discovery from time series data. Dehua Cheng, Mohammad Taha Bahadori, Yan Liu |
| 2014 | FEMA: flexible evolutionary multi-faceted analysis for dynamic behavioral pattern discovery. Meng Jiang, Peng Cui, Fei Wang, Xinran Xu, Wenwu Zhu, Shiqiang Yang |
| 2014 | FUNNEL: automatic mining of spatially coevolving epidemics. Yasuko Matsubara, Yasushi Sakurai, Willem G. van Panhuis, Christos Faloutsos |
| 2014 | Factorized sparse learning models with interpretable high order feature interactions. Sanjay Purushotham, Martin Renqiang Min, C.-C. Jay Kuo, Rachel Ostroff |
| 2014 | Fast DTT: a near linear algorithm for decomposing a tensor into factor tensors. Xiaomin Fang, Rong Pan |
| 2014 | Fast flux discriminant for large-scale sparse nonlinear classification. Wenlin Chen, Yixin Chen, Kilian Q. Weinberger |
| 2014 | Fast influence-based coarsening for large networks. Manish Purohit, B. Aditya Prakash, Chanhyun Kang, Yao Zhang, V. S. Subrahmanian |
| 2014 | FastXML: a fast, accurate and stable tree-classifier for extreme multi-label learning. Yashoteja Prabhu, Manik Varma |
| 2014 | Filling context-ad vocabulary gaps with click logs. Yukihiro Tagami, Toru Hotta, Yusuke Tanaka, Shingo Ono, Koji Tsukamoto, Akira Tajima |
| 2014 | Focused clustering and outlier detection in large attributed graphs. Bryan Perozzi, Leman Akoglu, Patricia Iglesias Sánchez, Emmanuel Müller |
| 2014 | FoodSIS: a text mining system to improve the state of food safety in singapore. Kiran Kate, Sneha Chaudhari, Andy Prapanca, Jayant Kalagnanam |
| 2014 | From labor to trader: opinion elicitation via online crowds as a market. Caleb Chen Cao, Lei Chen, H. V. Jagadish |
| 2014 | From micro to macro: data driven phenotyping by densification of longitudinal electronic medical records. Jiayu Zhou, Fei Wang, Jianying Hu, Jieping Ye |
| 2014 | Frontiers in E-commerce personalization. Sri Subramaniam |
| 2014 | GLAD: group anomaly detection in social media analysis. Qi Rose Yu, Xinran He, Yan Liu |
| 2014 | GeoMF: joint geographical modeling and matrix factorization for point-of-interest recommendation. Defu Lian, Cong Zhao, Xing Xie, Guangzhong Sun, Enhong Chen, Yong Rui |
| 2014 | Good-enough brain model: challenges, algorithms and discoveries in multi-subject experiments. Evangelos E. Papalexakis, Alona Fyshe, Nicholas D. Sidiropoulos, Partha Pratim Talukdar, Tom M. Mitchell, Christos Faloutsos |
| 2014 | Gradient boosted feature selection. Zhixiang Eddie Xu, Gao Huang, Kilian Q. Weinberger, Alice X. Zheng |
| 2014 | Graph sample and hold: a framework for big-graph analytics. Nesreen K. Ahmed, Nick G. Duffield, Jennifer Neville, Ramana Rao Kompella |
| 2014 | Grouping students in educational settings. Rakesh Agrawal, Behzad Golshan, Evimaria Terzi |
| 2014 | Guilt by association: large scale malware detection by mining file-relation graphs. Acar Tamersoy, Kevin A. Roundy, Duen Horng Chau |
| 2014 | Heat kernel based community detection. Kyle Kloster, David F. Gleich |
| 2014 | ISIS: a networked-epidemiology based pervasive web app for infectious disease pandemic planning and response. Richard J. Beckman, Keith R. Bisset, Jiangzhuo Chen, Bryan L. Lewis, Madhav V. Marathe, Paula Elaine Stretz |
| 2014 | Identifying and labeling search tasks via query-based hawkes processes. Liangda Li, Hongbo Deng, Anlei Dong, Yi Chang, Hongyuan Zha |
| 2014 | Identifying tourists from public transport commuters. Mingqiang Xue, Huayu Wu, Wei Chen, Wee Siong Ng, Gin Howe Goh |
| 2014 | Improved testing of low rank matrices. Yi Li, Zhengyu Wang, David P. Woodruff |
| 2014 | Improving management of aquatic invasions by integrating shipping network, ecological, and environmental data: data mining for social good. Jian Xu, Thanuka L. Wickramarathne, Nitesh V. Chawla, Erin K. Grey, Karsten Steinhaeuser, Reuben P. Keller, John M. Drake, David M. Lodge |
| 2014 | Improving the modified nyström method using spectral shifting. Shusen Wang, Chao Zhang, Hui Qian, Zhihua Zhang |
| 2014 | Incremental and decremental training for linear classification. Cheng-Hao Tsai, Chieh-Yen Lin, Chih-Jen Lin |
| 2014 | Inferring gas consumption and pollution emission of vehicles throughout a city. Jingbo Shang, Yu Zheng, Wenzhu Tong, Eric Chang, Yong Yu |
| 2014 | Inferring user demographics and social strategies in mobile social networks. Yuxiao Dong, Yang Yang, Jie Tang, Yang Yang, Nitesh V. Chawla |
| 2014 | Information environment security. Rand Waltzman |
| 2014 | Inside the atoms: ranking on a network of networks. Jingchao Ni, Hanghang Tong, Wei Fan, Xiang Zhang |
| 2014 | Integrating spreadsheet data via accurate and low-effort extraction. Zhe Chen, Michael J. Cafarella |
| 2014 | Jointly modeling aspects, ratings and sentiments for movie recommendation (JMARS). Qiming Diao, Minghui Qiu, Chao-Yuan Wu, Alexander J. Smola, Jing Jiang, Chong Wang |
| 2014 | Knock it off: profiling the online storefronts of counterfeit merchandise. Matthew F. Der, Lawrence K. Saul, Stefan Savage, Geoffrey M. Voelker |
| 2014 | Knowledge vault: a web-scale approach to probabilistic knowledge fusion. Xin Dong, Evgeniy Gabrilovich, Geremy Heitz, Wilko Horn, Ni Lao, Kevin Murphy, Thomas Strohmann, Shaohua Sun, Wei Zhang |
| 2014 | LASTA: large scale topic assignment on multiple social networks. Nemanja Spasojevic, Jinyun Yan, Adithya Rao, Prantik Bhattacharyya |
| 2014 | LUDIA: an aggregate-constrained low-rank reconstruction algorithm to leverage publicly released health data. Yubin Park, Joydeep Ghosh |
| 2014 | LWI-SVD: low-rank, windowed, incremental singular value decompositions on time-evolving data sets. Xilun Chen, K. Selçuk Candan |
| 2014 | LaSEWeb: automating search strategies over semi-structured web data. Oleksandr Polozov, Sumit Gulwani |
| 2014 | Large margin distribution machine. Teng Zhang, Zhi-Hua Zhou |
| 2014 | Large scale predictive modeling for micro-simulation of 3G air interface load. Dejan Radosavljevik, Peter van der Putten |
| 2014 | Large scale visual recommendations from street fashion images. Vignesh Jagadeesh, Robinson Piramuthu, Anurag Bhardwaj, Wei Di, Neel Sundaresan |
| 2014 | Large-scale adaptive semi-supervised learning via unified inductive and transductive model. De Wang, Feiping Nie, Heng Huang |
| 2014 | Large-scale high-precision topic modeling on twitter. Shuang-Hong Yang, Alek Kolcz, Andy Schlaikjer, Pankaj Gupta |
| 2014 | Learning multifractal structure in large networks. Austin R. Benson, Carlos Riquelme, Sven Schmit |
| 2014 | Learning time-series shapelets. Josif Grabocka, Nicolas Schilling, Martin Wistuba, Lars Schmidt-Thieme |
| 2014 | Learning with dual heterogeneity: a nonparametric bayes model. Hongxia Yang, Jingrui He |
| 2014 | Leveraging user libraries to bootstrap collaborative filtering. Laurent Charlin, Richard S. Zemel, Hugo Larochelle |
| 2014 | Log-based predictive maintenance. Ruben Sipos, Dmitriy Fradkin, Fabian Mörchen, Zhuang Wang |
| 2014 | MMRate: inferring multi-aspect diffusion networks with multi-pattern cascades. Senzhang Wang, Xia Hu, Philip S. Yu, Zhoujun Li |
| 2014 | Management and analytic of biomedical big data with cloud-based in-memory database and dynamic querying: a hands-on experience with real-world data. Mengling Feng, Mohammad M. Ghassemi, Thomas Brennan, John Ellenberger, Ishrar Hussain, Roger G. Mark |
| 2014 | Marble: high-throughput phenotyping from electronic health records via sparse nonnegative tensor factorization. Joyce C. Ho, Joydeep Ghosh, Jimeng Sun |
| 2014 | Matching users and items across domains to improve the recommendation quality. Chung-Yi Li, Shou-De Lin |
| 2014 | Medicine in the age of electronic health records. Nigam Shah |
| 2014 | Meta-path based multi-network collective link prediction. Jiawei Zhang, Philip S. Yu, Zhi-Hua Zhou |
| 2014 | Methods for ordinal peer grading. Karthik Raman, Thorsten Joachims |
| 2014 | Minimizing seed set selection with probabilistic coverage guarantee in a social network. Peng Zhang, Wei Chen, Xiaoming Sun, Yajun Wang, Jialin Zhang |
| 2014 | Mining text snippets for images on the web. Anitha Kannan, Simon Baker, Krishnan Ramnath, Juliet Fiss, Dahua Lin, Lucy Vanderwende, Rizwan Ansary, Ashish Kapoor, Qifa Ke, Matt Uyttendaele, Xin-Jing Wang, Lei Zhang |
| 2014 | Mining topics in documents: standing on the shoulders of big data. Zhiyuan Chen, Bing Liu |
| 2014 | Mobile app recommendations with security and privacy awareness. Hengshu Zhu, Hui Xiong, Yong Ge, Enhong Chen |
| 2014 | Modeling delayed feedback in display advertising. Olivier Chapelle |
| 2014 | Modeling human location data with mixtures of kernel densities. Moshe Lichman, Padhraic Smyth |
| 2014 | Modeling impression discounting in large-scale recommender systems. Pei Lee, Laks V. S. Lakshmanan, Mitul Tiwari, Sam Shah |
| 2014 | Modeling mass protest adoption in social network communities using geometric brownian motion. Fang Jin, Rupinder Paul Khandpur, Nathan Self, Edward R. Dougherty, Sheng Guo, Feng Chen, B. Aditya Prakash, Naren Ramakrishnan |
| 2014 | Modeling professional similarity by mining professional career trajectories. Ye Xu, Zang Li, Abhishek Gupta, Ahmet Bugdayci, Anmol Bhasin |
| 2014 | Multi-task copula by sparse graph regression. Tianyi Zhou, Dacheng Tao |
| 2014 | Network mining and analysis for social applications. Feida Zhu, Huan Sun, Xifeng Yan |
| 2014 | Network structural analysis via core-tree-decomposition Publication of this article pending inquiry. Takuya Akiba, Takanori Maehara, Ken-ichi Kawarabayashi |
| 2014 | Networked bandits with disjoint linear payoffs. Meng Fang, Dacheng Tao |
| 2014 | New algorithms for parking demand management and a city-scale deployment. Onno Zoeter, Christopher R. Dance, Stéphane Clinchant, Jean-Marc Andreoli |
| 2014 | Non-parametric scan statistics for event detection and forecasting in heterogeneous social media graphs. Feng Chen, Daniel B. Neill |
| 2014 | Novel geospatial interpolation analytics for general meteorological measurements. Bingsheng Wang, Jinjun Xiong |
| 2014 | On social event organization. Keqian Li, Wei Lu, Smriti Bhagat, Laks V. S. Lakshmanan, Cong Yu |
| 2014 | On the permanence of vertices in network communities. Tanmoy Chakraborty, Sriram Srinivasan, Niloy Ganguly, Animesh Mukherjee, Sanjukta Bhowmick |
| 2014 | Online chinese restaurant process. Chien-Liang Liu, Tsung-Hsun Tsai, Chia-Hoang Lee |
| 2014 | Online multiple kernel regression. Doyen Sahoo, Steven C. H. Hoi, Bin Li |
| 2014 | Open question answering over curated and extracted knowledge bases. Anthony Fader, Luke Zettlemoyer, Oren Etzioni |
| 2014 | Open-domain quantity queries on web tables: annotation, response, and consensus models. Sunita Sarawagi, Soumen Chakrabarti |
| 2014 | Optimal real-time bidding for display advertising. Weinan Zhang, Shuai Yuan, Jun Wang |
| 2014 | Optimal recommendations under attraction, aversion, and social influence. Wei Lu, Stratis Ioannidis, Smriti Bhagat, Laks V. S. Lakshmanan |
| 2014 | Parallel gibbs sampling for hierarchical dirichlet processes via gamma processes equivalence. Dehua Cheng, Yan Liu |
| 2014 | People on drugs: credibility of user statements in health communities. Subhabrata Mukherjee, Gerhard Weikum, Cristian Danescu-Niculescu-Mizil |
| 2014 | Personalized search result diversification via structured learning. Shangsong Liang, Zhaochun Ren, Maarten de Rijke |
| 2014 | Predicting employee expertise for talent management in the enterprise. Kush R. Varshney, Vijil Chenthamarakshan, Scott W. Fancher, Jun Wang, DongPing Fang, Aleksandra Mojsilovic |
| 2014 | Predicting long-term impact of CQA posts: a comprehensive viewpoint. Yuan Yao, Hanghang Tong, Feng Xu, Jian Lu |
| 2014 | Predicting student risks through longitudinal analysis. Ashay Tamhane, Shajith Ikbal, Bikram Sengupta, Mayuri Duggirala, James Appleton |
| 2014 | Prediction of human emergency behavior and their mobility following large-scale disaster. Xuan Song, Quanshi Zhang, Yoshihide Sekimoto, Ryosuke Shibasaki |
| 2014 | Predictive modeling in practice: a case study from sprint. Tracy De Poalo, Jeremy Howard |
| 2014 | Proactive workflow modeling by stochastic processes with application to healthcare operation and management. Chuanren Liu, Yong Ge, Hui Xiong, Keli Xiao, Wei Geng, Matt Perkins |
| 2014 | Probabilistic latent network visualization: inferring and embedding diffusion networks. Takeshi Kurashima, Tomoharu Iwata, Noriko Takaya, Hiroshi Sawada |
| 2014 | Product selection problem: improve market share by learning consumer behavior. Silei Xu, John Chi-Shing Lui |
| 2014 | Profit-maximizing cluster hires. Behzad Golshan, Theodoros Lappas, Evimaria Terzi |
| 2014 | Prototype-based learning on concept-drifting data streams. Junming Shao, Zahra Ahmadi, Stefan Kramer |
| 2014 | Provable deterministic leverage score sampling. Dimitris S. Papailiopoulos, Anastasios Kyrillidis, Christos Boutsidis |
| 2014 | Quantifying herding effects in crowd wisdom. Ting Wang, Dashun Wang, Fei Wang |
| 2014 | Recommendation in social media: recent advances and new frontiers. Jiliang Tang, Jie Tang, Huan Liu |
| 2014 | Reducing gang violence through network influence based targeting of social programs. Paulo Shakarian, Joseph Salmento, William R. Pulleyblank, John Bertetto |
| 2014 | Reducing the sampling complexity of topic models. Aaron Q. Li, Amr Ahmed, Sujith Ravi, Alexander J. Smola |
| 2014 | Relevant overlapping subspace clusters on categorical data. Xiao He, Jing Feng, Bettina Konte, Son T. Mai, Claudia Plant |
| 2014 | Representative clustering of uncertain data. Andreas Züfle, Tobias Emrich, Klaus Arthur Schmid, Nikos Mamoulis, Arthur Zimek, Matthias Renz |
| 2014 | SMVC: semi-supervised multi-view clustering in subspace projections. Stephan Günnemann, Ines Färber, Matthias Sebastian Rüdiger, Thomas Seidl |
| 2014 | Safe and efficient screening for sparse support vector machine. Zheng Zhao, Jun Liu, James Cox |
| 2014 | Sampling for big data: a tutorial. Graham Cormode, Nick G. Duffield |
| 2014 | Scalable diffusion-aware optimization of network topology. Elias Boutros Khalil, Bistra Dilkina, Le Song |
| 2014 | Scalable hands-free transfer learning for online advertising. Brian Dalessandro, Daizhuo Chen, Troy Raeder, Claudia Perlich, Melinda Han Williams, Foster J. Provost |
| 2014 | Scalable heterogeneous translated hashing. Ying Wei, Yangqiu Song, Yi Zhen, Bo Liu, Qiang Yang |
| 2014 | Scalable histograms on large probabilistic data. Mingwang Tang, Feifei Li |
| 2014 | Scalable near real-time failure localization of data center networks. Herodotos Herodotou, Bolin Ding, Shobana Balakrishnan, Geoff Outhred, Percy Fitter |
| 2014 | Scalable noise mining in long-term electrocardiographic time-series to predict death following heart attacks. Chih-Chun Chia, Zeeshan Syed |
| 2014 | Scaling out big data missing value imputations: pythia vs. godzilla. Christos Anagnostopoulos, Peter Triantafillou |
| 2014 | Scaling up deep learning. Yoshua Bengio |
| 2014 | Semantic visualization for spherical representation. Tuan M. V. Le, Hady Wirawan Lauw |
| 2014 | Sentiment expression conditioned by affective transitions and social forces. Moritz Sudhof, Andrés Goméz Emilsson, Andrew L. Maas, Christopher Potts |
| 2014 | Seven rules of thumb for web site experimenters. Ron Kohavi, Alex Deng, Roger Longbotham, Ya Xu |
| 2014 | Shallow semantic parsing of product offering titles Gabor Melli |
| 2014 | SigniTrend: scalable detection of emerging topics in textual streams by hashed significance thresholds. Erich Schubert, Michael Weiler, Hans-Peter Kriegel |
| 2014 | Simultaneous feature and feature group selection through hard thresholding. Shuo Xiang, Tao Yang, Jieping Ye |
| 2014 | Sleep analytics and online selective anomaly detection. Tahereh Babaie, Sanjay Chawla, Romesh G. Abeysuriya |
| 2014 | Spatially embedded co-offence prediction using supervised learning. Mohammad A. Tayebi, Martin Ester, Uwe Glässer, Patricia L. Brantingham |
| 2014 | Stability of influence maximization. Xinran He, David Kempe |
| 2014 | Statistically sound pattern discovery. Wilhelmiina Hämäläinen, Geoffrey I. Webb |
| 2014 | Streamed approximate counting of distinct elements: beating optimal batch methods. Daniel Ting |
| 2014 | Streaming submodular maximization: massive data summarization on the fly. Ashwinkumar Badanidiyuru, Baharan Mirzasoleiman, Amin Karbasi, Andreas Krause |
| 2014 | Style in the long tail: discovering unique interests with latent variable models in large scale social E-commerce. Diane Hu, Rob Hall, Josh Attenberg |
| 2014 | Supervised deep learning with auxiliary networks. Junbo Zhang, Guangjian Tian, Yadong Mu, Wei Fan |
| 2014 | TCS: efficient topic discovery over crowd-oriented service data. Yongxin Tong, Caleb Chen Cao, Lei Chen |
| 2014 | Targeting direct cash transfers to the extremely poor. Brian Abelson, Kush R. Varshney, Joy Sun |
| 2014 | Temporal skeletonization on sequential data: patterns, categorization, and visualization. Chuanren Liu, Kai Zhang, Hui Xiong, Geoff Jiang, Qiang Yang |
| 2014 | The 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, KDD '14, New York, NY, USA - August 24 - 27, 2014 Sofus A. Macskassy, Claudia Perlich, Jure Leskovec, Wei Wang, Rayid Ghani |
| 2014 | The battle for the future of data mining. Oren Etzioni |
| 2014 | The interplay between dynamics and networks: centrality, communities, and cheeger inequality. Rumi Ghosh, Shang-Hua Teng, Kristina Lerman, Xiaoran Yan |
| 2014 | The recommender problem revisited: morning tutorial. Xavier Amatriain, Bamshad Mobasher |
| 2014 | The setwise stream classification problem. Charu C. Aggarwal |
| 2014 | Time-varying learning and content analytics via sparse factor analysis. Andrew S. Lan, Christoph Studer, Richard G. Baraniuk |
| 2014 | Top-k frequent itemsets via differentially private FP-trees. Jaewoo Lee, Christopher W. Clifton |
| 2014 | Topic-factorized ideal point estimation model for legislative voting network. Yupeng Gu, Yizhou Sun, Ning Jiang, Bingyu Wang, Ting Chen |
| 2014 | Towards scalable critical alert mining. Bo Zong, Yinghui Wu, Jie Song, Ambuj K. Singh, Hasan Çam, Jiawei Han, Xifeng Yan |
| 2014 | Travel time estimation of a path using sparse trajectories. Yilun Wang, Yu Zheng, Yexiang Xue |
| 2014 | Unfolding physiological state: mortality modelling in intensive care units. Marzyeh Ghassemi, Tristan Naumann, Finale Doshi-Velez, Nicole Brimmer, Rohit Joshi, Anna Rumshisky, Peter Szolovits |
| 2014 | Unifying learning to rank and domain adaptation: enabling cross-task document scoring. Mianwei Zhou, Kevin Chen-Chuan Chang |
| 2014 | Unsupervised learning of disease progression models. Xiang Wang, David A. Sontag, Fei Wang |
| 2014 | Unveiling clusters of events for alert and incident management in large-scale enterprise it. Derek Lin, Rashmi Raghu, Vivek Ramamurthy, Jin Yu, Regunathan Radhakrishnan, Joseph Fernandez |
| 2014 | Up next: retrieval methods for large scale related video suggestion. Michael Bendersky, Lluis Garcia Pueyo, Jeremiah J. Harmsen, Vanja Josifovski, Dima Lepikhin |
| 2014 | User effort minimization through adaptive diversification. Mahbub Hasan, Abhijith Kashyap, Vagelis Hristidis, Vassilis J. Tsotras |
| 2014 | Using strong triadic closure to characterize ties in social networks. Stavros Sintos, Panayiotis Tsaparas |
| 2014 | Utilizing temporal patterns for estimating uncertainty in interpretable early decision making. Mohamed F. Ghalwash, Vladan Radosavljevic, Zoran Obradovic |
| 2014 | We know what you want to buy: a demographic-based system for product recommendation on microblogs. Wayne Xin Zhao, Yanwei Guo, Yulan He, Han Jiang, Yuexin Wu, Xiaoming Li |
| 2014 | Who are experts specializing in landscape photography?: analyzing topic-specific authority on content sharing services. Bin Bi, Ben Kao, Chang Wan, Junghoo Cho |
| 2014 | Who to follow and why: link prediction with explanations. Nicola Barbieri, Francesco Bonchi, Giuseppe Manco |