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ACM SIGKDD is pleased to announce the winners of the best paper awards for 2. Research Track. BEST PAPER AWARDWinner. Accelerating Innovation Through Analogy Mining. Tom Hope Hebrew University of Jerusalem Joel Chan Carnegie Mellon University Aniket Kittur Carnegie Mellon University Dafna Shahaf Hebrew University of JerusalemRunner Up. Toeplitz Inverse Covariance Based Clustering of Multivariate Time Series Data. David Hallac Stanford University Sagar Vare Stanford University Stephen Boyd Stanford University Jure Leskovec Stanford UniversityBest Reviewers. Karthik Raman, Google. Kevin Small, Amazon. Zoran Obradovic, Temple University. Pauli Miettinen, Max Planck Institute. Applied Data Science Track. BEST PAPER AWARDWinner. Hin. Droid An Intelligent Android Malware Detection System Based on Structured Heterogeneous Information Network. Yanfang Ye West Virginia University Shifu Hou West Virginia University Yangqiu Song West Virginia UniversityRunner Up. Deep. SD Generating High Resolution Climate Change Projections through Single Image Super Resolution. Thomas Vandal Northeastern University Evan Kodra ris. Q Inc. Sangram Ganguly Bay Area Environmental Research Institute NASA Ames Research Center Andrew Michaelis University Corporation, Monterey Bay Ramakrishna Nemani NASA Ames Research Center Auroop Ganguly Northeastern UniversityBest Reviewers. Charalampos Mavroforakis, Boston University Noam Koenigstein, Microsoft Alexandros Ntoulas, Linked. In. Audience Appreciation Award. An efficient bandit algorithm for realtime multivariate optimization. Daniel Hill Amazon. Houssam Nassif Amazon. Yi Liu Amazon. com Anand Iyer Amazon. S. V. N. Vishwanathan Amazon. Dos Based Indian Accounting Software' title='Dos Based Indian Accounting Software' />All Papers. RESEARCH TRACK PAPERS ORALTitle Authors. Randomization or Condensation Linear Cost Matrix Sketching Via Cascaded Compression Sampling. Authors Kai Zhang Lawrence Berkeley National Laboratories Chuanren Liu Drexel University Jie Zhang Fudan University Hui Xiong Rutgers University Eric Xing Carneigie Mellon University Jieping Ye University of MichiganScalable and Sustainable Deep Learning via Randomized Hashing. Authors Ryan Spring Rice University Anshumali Shrivastava Rice UniversityTrio. Vec. Event Embedding Based Online Local Event Detection in Geo Tagged Tweet Streams. Authors Chao Zhang University of Illinois at Urbana Champaign Liyuan Liu University of Illinois at Urbana Champaign Dongming Lei University of Illinois at Urbana Champaign Quan Yuan University of Illinois at Urbana Champaign Honglei Zhuang University of Illinois at Urbana Champaign Tim Hanratty U. S. Army Research Lab Jiawei Han University of Illinois at Urbana ChampaignClustering Individual Transactional Data for Masses of Users. Authors Riccardo Guidotti University of Pisa Anna Monreale University of Pisa Mirco Nanni KDD Lab ISTI CNR Pisa Fosca Giannotti ISTI CNR Dino Pedreschi University of PisaLearning certifiably optimal rule lists for categorical data. Authors Elaine Angelino UC Berkeley Nicholas Larus Stone Harvard Daniel Alabi Harvard Margo Seltzer Harvard University Cynthia Rudin DukeMeta Graph Based Recommendation Fusion over Heterogeneous Information Networks. Authors Huan Zhao HKUST Quanming Yao HKUST Jianda Li HKUST Yangqiu Song HKUST Dik Lee HKUSTDiscovering Reliable Approximate Functional Dependencies. Authors Panagiotis Mandros Max Planck Institute for Informatics Mario Boley Max Planck Institute for Informatics Jilles Vreeken Max Planck Institute for InformaticsEffective and Real time In App Activity Analysis in Encrypted Internet Traffic Streams. Authors Junming Liu Rutgers University Yanjie Fu Missouri University of Science and Technology Jingci Ming Rutgers University Yong Ren Futurewei Tech. Inc Leilei Sun Dalian University of Technology Hui Xiong Rutgers UniversityLocal Higher Order Graph Clustering. Authors Hao Yin Stanford University Austin R. Benson Stanford University Jure Leskovec Stanford University David F. Gleich Purdue UniversityFunctional Annotation of Human Protein Coding Isoforms via Non convex Multi Instance Learning. Authors Tingjin Luo National University of Defense Technology Weizhong Zhang Zhejiang University Shuang Qiu University of Michigan Yang Yang Beihang University Dongyun Yi National University of Defense Technology Guangtao Wang University of Michigan Jieping Ye University of Michigan Jie Wang University of MichiganFORA Simple and Effective Approximate Single Source Personalized Page. Rank. Authors Sibo Wang Nanyang Technological University Renchi Yang Nanyang Technological University Xiaokui Xiao Nanyang Technological University Zhewei Wei Renmin University of China Yin Yang Hamad Bin Khalifa UniversityA Minimal Variance Estimator for the Cardinality of Big Data Set Intersection. Authors Reuven Cohen Technion Liran Katzir Technion Aviv Yehezkel TechnionKATE K Competitive Autoencoder for Text. Authors Yu Chen RPI Mohammed Zaki RPIOnline Ranking with Constraints A Primal Dual Algorithm and Applications to Web Traffic Shaping. Authors Parikshit Shah Yahoo Research Akshay Soni Yahoo Research Troy Chevalier Yahoo ResearchDiscrete Content aware Matrix Factorization. Authors Defu Lian University of Electronic Science and Technology of China Rui Liu University of Electronic Science and Technology of China Yong Ge University of Arizona Kai Zheng University of Queensland Xing Xie Microsoft Research Longbing Cao University of Technology SydneyCommunication Efficient Distributed Block Minimization for Nonlinear Kernel Machines. Authors Si Si UT austin Cho Jui Hsieh UC Davis Inderjit Dhillon UT austinAccelerating Innovation Through Analogy Mining. Authors Tom Hope Hebrew University of Jerusalem Joel Chan Carnegie Mellon University Aniket Kittur Carnegie Mellon University Dafna Shahaf Hebrew University of JerusalemCollaboratively Improving Topic Discovery and Word Embeddings by Coordinating Global and Local Conte. Authors Guangxu Xun State University of New York at Buffalo Yaliang Li State University of New York at Buffalo Jing Gao State University of New York at Buffalo Aidong Zhang State University of New York at BuffaloCoresets for Kernel Regression. Authors Yan Zheng University of Utah Jeff Phillips University of UtahTowards an Optimal Subspace for K Means. Authors Dominik Mautz Ludwig Maximilians Universitt Mnchen Wei Ye Ludwig Maximilians Universitt Mnchen Claudia Plant Universitt Wien Christian Bhm Ludwig Maximilians Universitt MnchenUnsupervised Network Discovery for Brain Imaging Data. Authors Zilong Bai University of California, Davis Peter Walker Naval Medical Research Center Anna Tschiffely Naval Medical Research Center Fei Wang Cornell University Ian Davidson University of California, DavisRobust Top k Multi class SVM for Visual Category Recognition. Authors Xiaojun Chang Carnegie Mellon University Yao Liang Yu University of Waterloo Yi Yang University of Technology SydneyPatient Subtyping via Time Aware LSTM Networks. Authors Inci Baytas Michigan State University Cao Xiao IBM T.