KDD-2011 Proceedings

A KDD-2011 Proceedings were the KDD conference proceedings produced by KDD-2011.

AKA: Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining.
Context:
- It is associated with KDD-2011 Annotated Abstracts (and KDD-2011 Abstracts Analysis).
- It can be associated with a KDD-2011 Citations Analysis Report.
- It can be associated with a KDD-2011 References Analysis Report.
- …
Counter-Example(s):
- KDD-2010 Proceedings.
- KDD-2012 Proceedings.
See: ACM Digital Library.

References

2011

(Tsaparas et al., 2011) ⇒ Panayiotis Tsaparas, Alexandros Ntoulas, and Evimaria Terzi. (2011). “Selecting a Comprehensive Set of Reviews.” In: Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2011). doi:10.1145/2020408.2020440
(Ghani et al., 2011) ⇒ Rayid Ghani, and Mohit Kumar. (2011). “Interactive Learning for Efficiently Detecting Errors in Insurance Claims.” In: Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2011). doi:10.1145/2020408.2020463
(Ahmed et al., 2011) ⇒ Amr Ahmed, Yucheng Low, Mohamed Aly, Vanja Josifovski, and Alexander J. Smola. (2011). “Scalable Distributed Inference of Dynamic User Interests for Behavioral Targeting.” In: Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2011). doi:10.1145/2020408.2020433
(Lin et al., 2011) ⇒ Jimmy Lin, Rion Snow, and William Morgan. (2011). “Smoothing Techniques for Adaptive Online Language Models: Topic Tracking in Tweet Streams.” In: Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2011). doi:10.1145/2020408.2020476
(Deng et al., 2011) ⇒ Hongbo Deng, Jiawei Han, Bo Zhao, Yintao Yu, and Cindy Xide Lin. (2011). “Probabilistic Topic Models with Biased Propagation on Heterogeneous Information Networks.” In: Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2011). doi:10.1145/2020408.2020600
(Elder IV, 2011) ⇒ John F. Elder IV. (2011). “Thriving As a Data Miner in the Real World.” In: Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2011). doi:10.1145/2020408.2020544
(Chattopadhyay et al., 2011) ⇒ Rita Chattopadhyay, Jieping Ye, Sethuraman Panchanathan, Wei Fan, and Ian Davidson. (2011). “Multi-source Domain Adaptation and Its Application to Early Detection of Fatigue.” In: Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2011). doi:10.1145/2020408.2020520
(Zhang et al., 2011) ⇒ Yuchen Zhang, Weizhu Chen, Dong Wang, and Qiang Yang. (2011). “User-click Modeling for Understanding and Predicting Search-behavior.” In: Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2011). doi:10.1145/2020408.2020613
(Bhaduri et al., 2011) ⇒ Kanishka Bhaduri, Bryan L. Matthews, and Chris R. Giannella. (2011). “Algorithms for Speeding Up Distance-based Outlier Detection.” In: Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2011). doi:10.1145/2020408.2020554
(Dror et al., 2011) ⇒ Gideon Dror, Yehuda Koren, Yoelle Maarek, and Idan Szpektor. (2011). “I Want to Answer; Who Has a Question?: Yahoo! Answers Recommender System.” In: Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2011). doi:10.1145/2020408.2020582
(Lathia et al., 2011) ⇒ Neal Lathia, and Licia Capra. (2011). “Mining Mobility Data to Minimise Travellers' Spending on Public Transport.” In: Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2011). doi:10.1145/2020408.2020590
(McCloskey et al., 2011) ⇒ Daniel P. McCloskey, Michael E. Kress, Susan P. Imberman, Igor Kushnir, and Susan Briffa-Mirabella. (2011). “From Market Baskets to Mole Rats: Using Data Mining Techniques to Analyze RFID Data Describing Laboratory Animal Behavior.” In: Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2011). doi:10.1145/2020408.2020459
(Mesterharm et al., 2011) ⇒ Chris Mesterharm, and Michael J. Pazzani. (2011). “Active Learning Using on-line Algorithms.” In: Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2011). doi:10.1145/2020408.2020553
(Chaki et al., 2011) ⇒ Sagar Chaki, Cory Cohen, and Arie Gurfinkel. (2011). “Supervised Learning for Provenance-similarity of Binaries.” In: Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2011). doi:10.1145/2020408.2020419
(Mohammed et al., 2011) ⇒ Noman Mohammed, Rui Chen, Benjamin C.M. Fung, and Philip S. Yu. (2011). “Differentially Private Data Release for Data Mining.” In: Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2011). doi:10.1145/2020408.2020487
(Steinberg et al., 2011) ⇒ Dan Steinberg, and Felipe Fernandez Martinez. (2011). “Broad Scale Predictive Modeling and Marketing Optimization in Retail Sales.” In: Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2011). doi:10.1145/2020408.2020538
(Norton, 2011) ⇒ David Norton. (2011). “The Power of Analysis and Data.” In: Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2011). doi:10.1145/2020408.2020542
(Aggarwal et al., 2011) ⇒ Charu C. Aggarwal, Yan Xie, and Philip S. Yu. (2011). “On Dynamic Data-driven Selection of Sensor Streams.” In: Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2011). doi:10.1145/2020408.2020595
(Chu et al., 2011) ⇒ Wei Chu, Martin Zinkevich, Lihong Li, Achint Thomas, and Belle Tseng. (2011). “Unbiased Online Active Learning in Data Streams.” In: Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2011). doi:10.1145/2020408.2020444
(Fujimaki et al., 2011) ⇒ Ryohei Fujimaki, Yasuhiro Sogawa, and Satoshi Morinaga. (2011). “Online Heterogeneous Mixture Modeling with Marginal and Copula Selection.” In: Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2011). doi:10.1145/2020408.2020509
(Shao et al., 2011) ⇒ Xuhui Shao, and Lexin Li. (2011). “Data-driven Multi-touch Attribution Models.” In: Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2011). doi:10.1145/2020408.2020453
(Namata et al., 2011) ⇒ Galileo Mark Namata, Stanley Kok, and Lise Getoor. (2011). “Collective Graph Identification.” In: Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2011). doi:10.1145/2020408.2020429
(Agarwal et al., 2011) ⇒ Deepak Agarwal, Bee-Chung Chen, Pradheep Elango, and Xuanhui Wang. (2011). “Click Shaping to Optimize Multiple Objectives.” In: Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2011). doi:10.1145/2020408.2020435
(Liu et al., 2011) ⇒ Wei Liu, Yu Zheng, Sanjay Chawla, Jing Yuan, and Xie Xing. (2011). “Discovering Spatio-temporal Causal Interactions in Traffic Data Streams.” In: Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2011). doi:10.1145/2020408.2020571
(Wilkinson et al., 2011) ⇒ Leland Wilkinson, Anushka Anand, and Dang Nhon Tuan. (2011). “CHIRP: A New Classifier based on Composite Hypercubes on Iterated Random Projections.” In: Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2011). doi:10.1145/2020408.2020418
(Boire, 2011) ⇒ Richard Boire. (2011). “The Practitioner's Viewpoint to Data Mining: Key Lessons Learned in the Trenches and Case Studies.” In: Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2011). doi:10.1145/2020408.2020543
(Brückner et al., 2011) ⇒ Michael Brückner, and Tobias Scheffer. (2011). “Stackelberg Games for Adversarial Prediction Problems.” In: Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2011). doi:10.1145/2020408.2020495
(General Chair-Apte et al., 2011) ⇒ Chid General Chair-Apte, Joydeep Program Chair-Ghosh, and Padhraic Program Chair-Smyth. (2011). “Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining.” In: Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2011).
(Jiang et al., 2011) ⇒ Shan Jiang, Lidong Bing, Bai Sun, Yan Zhang, and Wai Lam. (2011). “Ontology Enhancement and Concept Granularity Learning: Keeping Yourself Current and Adaptive.” In: Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2011). doi:10.1145/2020408.2020597
(Jin et al., 2011) ⇒ Ruoming Jin, Victor E. Lee, and Hui Hong. (2011). “Axiomatic Ranking of Network Role Similarity.” In: Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2011). doi:10.1145/2020408.2020561
(Bifet et al., 2011) ⇒ Albert Bifet, Geoff Holmes, Bernhard Pfahringer, and Ricard Gavaldà. (2011). “Mining Frequent Closed Graphs on Evolving Data Streams.” In: Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2011). doi:10.1145/2020408.2020501
(Bilenko et al., 2011) ⇒ Mikhail Bilenko, and Matthew Richardson. (2011). “Predictive Client-side Profiles for Personalized Advertising.” In: Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2011). doi:10.1145/2020408.2020475
(Koren et al., 2011) ⇒ Yehuda Koren, Edo Liberty, Yoelle Maarek, and Roman Sandler. (2011). “Automatically Tagging Email by Leveraging Other Users' Folders.” In: Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2011). doi:10.1145/2020408.2020560
(Calais Guerra et al., 2011) ⇒ Pedro Henrique Calais Guerra, Adriano Veloso, Wagner Meira Jr., and Virgílio Almeida. (2011). “From Bias to Opinion: A Transfer-learning Approach to Real-time Sentiment Analysis.” In: Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2011). doi:10.1145/2020408.2020438
(Piskorski et al., 2011) ⇒ Jakub Piskorski, and Martin Atkinson. (2011). “Frontex Real-time News Event Extraction Framework.” In: Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2011). doi:10.1145/2020408.2020527
(Cotter et al., 2011) ⇒ Andrew Cotter, Nathan Srebro, and Joseph Keshet. (2011). “A GPU-tailored Approach for Training Kernelized SVMs.” In: Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2011). doi:10.1145/2020408.2020548
(Kremer et al., 2011) ⇒ Hardy Kremer, Philipp Kranen, Timm Jansen, Thomas Seidl, Albert Bifet, Geoff Holmes, and Bernhard Pfahringer. (2011). “An Effective Evaluation Measure for Clustering on Evolving Data Streams.” In: Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2011). doi:10.1145/2020408.2020555
(Toivonen et al., 2011) ⇒ Hannu Toivonen, Fang Zhou, Aleksi Hartikainen, and Atte Hinkka. (2011). “Compression of Weighted Graphs.” In: Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2011). doi:10.1145/2020408.2020566
(Hong et al., 2011) ⇒ Liangjie Hong, Dawei Yin, Jian Guo, and Brian D. Davison. (2011). “Tracking Trends: Incorporating Term Volume Into Temporal Topic Models.” In: Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2011). doi:10.1145/2020408.2020485
(Dhurandhar, 2011) ⇒ Amit Dhurandhar. (2011). “Improving Predictions Using Aggregate Information.” In: Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2011). doi:10.1145/2020408.2020583
(Scellato et al., 2011) ⇒ Salvatore Scellato, Anastasios Noulas, and Cecilia Mascolo. (2011). “Exploiting Place Features in Link Prediction on Location-based Social Networks.” In: Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2011). doi:10.1145/2020408.2020575
(Qi et al., 2011) ⇒ Zhongang Qi, Ming Yang, Zhongfei (Mark) Zhang, and Zhengyou Zhang. (2011). “Mining Partially Annotated Images.” In: Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2011). doi:10.1145/2020408.2020592
(Ng et al., 2011) ⇒ Michaek Kwok-Po Ng, Xutao Li, and Yunming Ye. (2011). “MultiRank: Co-ranking for Objects and Relations in Multi-relational Data.” In: Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2011). doi:10.1145/2020408.2020594
(Gemulla et al., 2011) ⇒ Rainer Gemulla, Erik Nijkamp, Peter J. Haas, and Yannis Sismanis. (2011). “Large-scale Matrix Factorization with Distributed Stochastic Gradient Descent.” In: Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2011). doi:10.1145/2020408.2020426
(Wang et al., 2011) ⇒ Huahua Wang, Arindam Banerjee, and Daniel Boley. (2011). “Common Component Analysis for Multiple Covariance Matrices.” In: Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2011). doi:10.1145/2020408.2020565
(Moore et al., 2011) ⇒ Cristopher Moore, Xiaoran Yan, Yaojia Zhu, Jean-Baptiste Rouquier, and Terran Lane. (2011). “Active Learning for Node Classification in Assortative and Disassortative Networks.” In: Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2011). doi:10.1145/2020408.2020552
(Lee et al., 2011) ⇒ Byoungyoung Lee, Jinoh Oh, Hwanjo Yu, and Jong Kim. (2011). “Protecting Location Privacy Using Location Semantics.” In: Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2011). doi:10.1145/2020408.2020602
(Pedarsani et al., 2011) ⇒ Pedram Pedarsani, and Matthias Grossglauser. (2011). “On the Privacy of Anonymized Networks.” In: Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2011). doi:10.1145/2020408.2020596
(Chang et al., 2011) ⇒ Kai-Wei Chang, and Dan Roth. (2011). “Selective Block Minimization for Faster Convergence of Limited Memory Large-scale Linear Models.” In: Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2011). doi:10.1145/2020408.2020517
(Sculley et al., 2011) ⇒ D. Sculley, Matthew Eric Otey, Michael Pohl, Bridget Spitznagel, John Hainsworth, and Yunkai Zhou. (2011). “Detecting Adversarial Advertisements in the Wild.” In: Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2011). doi:10.1145/2020408.2020455
(Shi et al., 2011) ⇒ Xiaoxiao Shi, Wei Fan, Jianping Zhang, and Philip Yu. (2011). “Discovering Shakers from Evolving Entities via Cascading Graph Inference.” In: Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2011). doi:10.1145/2020408.2020570
(Chitta et al., 2011) ⇒ Radha Chitta, Rong Jin, Timothy C. Havens, and Anil K. Jain. (2011). “Approximate Kernel K-means: Solution to Large Scale Kernel Clustering.” In: Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2011). doi:10.1145/2020408.2020558
(Plant et al., 2011) ⇒ Claudia Plant, and Christian Böhm. (2011). “INCONCO: Interpretable Clustering of Numerical and Categorical Objects.” In: Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2011). doi:10.1145/2020408.2020584
(Zhou et al., 2011) ⇒ Jiayu Zhou, Lei Yuan, Jun Liu, and Jieping Ye. (2011). “A Multi-task Learning Formulation for Predicting Disease Progression.” In: Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2011). doi:10.1145/2020408.2020549
(De Bie, 2011) ⇒ Tijl De Bie. (2011). “An Information Theoretic Framework for Data Mining.” In: Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2011). doi:10.1145/2020408.2020497
(Cho et al., 2011) ⇒ Eunjoon Cho, Seth A. Myers, and Jure Leskovec. (2011). “Friendship and Mobility: User Movement in Location-based Social Networks.” In: Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2011). doi:10.1145/2020408.2020579
(Tatti et al., 2011) ⇒ Nikolaj Tatti, and Boris Cule. (2011). “Mining Closed Episodes with Simultaneous Events.” In: Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2011). doi:10.1145/2020408.2020589
(Luong et al., 2011) ⇒ Binh Thanh Luong, Salvatore Ruggieri, and Franco Turini. (2011). “k-NN As An Implementation of Situation Testing for Discrimination Discovery and Prevention.” In: Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2011). doi:10.1145/2020408.2020488
(Alqadah et al., 2011) ⇒ Faris Alqadah, and Raj Bhatnagar. (2011). “A Game Theoretic Framework for Heterogenous Information Network Clustering.” In: Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2011). doi:10.1145/2020408.2020547
(Kannan et al., 2011) ⇒ Anitha Kannan, Inmar E. Givoni, Rakesh Agrawal, and Ariel Fuxman. (2011). “Matching Unstructured Product Offers to Structured Product Specifications.” In: Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2011). doi:10.1145/2020408.2020474
(Li et al., 2011) ⇒ Lei Li, Chieh-Jan Mike Liang, Jie Liu, Suman Nath, Andreas Terzis, and Christos Faloutsos. (2011). “ThermoCast: A Cyber-physical Forecasting Model for Datacenters.” In: Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2011). doi:10.1145/2020408.2020611
(Batista et al., 2011) ⇒ Gustavo E. Batista, Eamonn J. Keogh, Agenor Mafra-Neto, and Edgar Rowton. (2011). “SIGKDD Demo: Sensors and Software to Allow Computational Entomology, An Emerging Application of Data Mining.” In: Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2011). doi:10.1145/2020408.2020530
(Vijayaraghavan et al., 2011) ⇒ Ravi Vijayaraghavan, and P V Kannan. (2011). “Applications of Data Mining and Machine Learning in Online Customer Care.” In: Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2011). doi:10.1145/2020408.2020537
(Bekkerman et al., 2011) ⇒ Ron Bekkerman, and Matan Gavish. (2011). “High-precision Phrase-based Document Classification on a Modern Scale.” In: Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2011). doi:10.1145/2020408.2020449
(Ge et al., 2011) ⇒ Yong Ge, Chuanren Liu, Hui Xiong, and Jian Chen. (2011). “A Taxi Business Intelligence System.” In: Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2011). doi:10.1145/2020408.2020523
(Agrawal et al., 2011) ⇒ Rakesh Agrawal, Samuel Ieong, and Raja Velu. (2011). “Ameliorating Buyer's Remorse.” In: Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2011). doi:10.1145/2020408.2020466
(Pereira et al., 2011) ⇒ Francisco Pereira, and Matthew Botvinick. (2011). “Classification of Functional Magnetic Resonance Imaging Data Using Informative Pattern Features.” In: Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2011). doi:10.1145/2020408.2020563
(Zhang et al., 2011) ⇒ Dan Zhang, Yan Liu, and Luo Si. (2011). “Serendipitous Learning: Learning Beyond the Predefined Label Space.” In: Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2011). doi:10.1145/2020408.2020608
(Dubey et al., 2011) ⇒ Avinava Dubey, Soumen Chakrabarti, and Chiranjib Bhattacharyya. (2011). “Diversity in Ranking via Resistive Graph Centers.” In: Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2011). doi:10.1145/2020408.2020428
(Ramage et al., 2011) ⇒ Daniel Ramage, Christopher D. Manning, and Susan Dumais. (2011). “Partially Labeled Topic Models for Interpretable Text Mining.” In: Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2011). doi:10.1145/2020408.2020481
(Ram et al., 2011) ⇒ Parikshit Ram, and Alexander G. Gray. (2011). “Density Estimation Trees.” In: Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2011). doi:10.1145/2020408.2020507
(Wang et al., 2011) ⇒ Chong Wang, and David M. Blei. (2011). “Collaborative Topic Modeling for Recommending Scientific Articles.” In: Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2011). doi:10.1145/2020408.2020480
(Zhou et al., 2011) ⇒ Xueyuan Zhou, Mikhail Belkin, and Nathan Srebro. (2011). “An Iterated Graph Laplacian Approach for Ranking on Manifolds.” In: Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2011). doi:10.1145/2020408.2020556
(Vydiswaran et al., 2011) ⇒ V.G. Vinod Vydiswaran, ChengXiang Zhai, and Dan Roth. (2011). “Content-driven Trust Propagation Framework.” In: Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2011). doi:10.1145/2020408.2020567
(McCue, 2011) ⇒ Colleen McCue. (2011). “Operational Security Analytics: Doing More with Less.” In: Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2011). doi:10.1145/2020408.2020540
(Ferreira Cordeiro et al., 2011) ⇒ Robson Leonardo Ferreira Cordeiro, Caetano Traina Junior, Agma Juci Machado Traina, Julio López, U. Kang, and Christos Faloutsos. (2011). “Clustering Very Large Multi-dimensional Datasets with MapReduce.” In: Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2011). doi:10.1145/2020408.2020516
(Yuan et al., 2011) ⇒ Guo-Xun Yuan, Chia-Hua Ho, and Chih-Jen Lin. (2011). “An Improved GLMNET for L1-regularized Logistic Regression.” In: Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2011). doi:10.1145/2020408.2020421
(Hsu, 2011) ⇒ Tai Hsu. (2011). “Real-time Risk Control System for CNP (card Not Present).” In: Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2011). doi:10.1145/2020408.2020541
(Simon et al., 2011) ⇒ Gyorgy J. Simon, Vipin Kumar, and Peter W. Li. (2011). “A Simple Statistical Model and Association Rule Filtering for Classification.” In: Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2011). doi:10.1145/2020408.2020550
(Hsieh et al., 2011) ⇒ Cho-Jui Hsieh, and Inderjit S. Dhillon. (2011). “Fast Coordinate Descent Methods with Variable Selection for Non-negative Matrix Factorization.” In: Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2011). doi:10.1145/2020408.2020577
(Gilpin et al., 2011) ⇒ Sean Gilpin, and Ian Davidson. (2011). “Incorporating SAT Solvers Into Hierarchical Clustering Algorithms: An Efficient and Flexible Approach.” In: Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2011). doi:10.1145/2020408.2020585
(Chen et al., 2011) ⇒ Ye Chen, Pavel Berkhin, Bo Anderson, and Nikhil R. Devanur. (2011). “Real-time Bidding Algorithms for Performance-based Display Ad Allocation.” In: Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2011). doi:10.1145/2020408.2020604
(Ifrim et al., 2011) ⇒ Georgiana Ifrim, and Carsten Wiuf. (2011). “Bounded Coordinate-descent for Biological Sequence Classification in High Dimensional Predictor Space.” In: Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2011). doi:10.1145/2020408.2020519
(Das et al., 2011) ⇒ Puja Das, and Arindam Banerjee. (2011). “Meta Optimization and Its Application to Portfolio Selection.” In: Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2011). doi:10.1145/2020408.2020588
(Satpal et al., 2011) ⇒ Sandeepkumar Satpal, Sahely Bhadra, Sundararajan Sellamanickam, Rajeev Rastogi, and Prithviraj Sen. (2011). “Web Information Extraction Using Markov Logic Networks.” In: Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2011). doi:10.1145/2020408.2020615
(Tong et al., 2011) ⇒ Hanghang Tong, Jingrui He, Zhen Wen, Ravi Konuru, and Ching-Yung Lin. (2011). “Diversified Ranking on Large Graphs: An Optimization Viewpoint.” In: Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2011). doi:10.1145/2020408.2020573
(Mukerjee et al., 2011) ⇒ Kunal Mukerjee, Todd Porter, and Sorin Gherman. (2011). “Linear Scale Semantic Mining Algorithms in Microsoft SQL Server's Semantic Platform.” In: Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2011). doi:10.1145/2020408.2020447
(Zhang et al., 2011) ⇒ Peng Zhang, Jun Li, Peng Wang, Byron J. Gao, Xingquan Zhu, and Li Guo. (2011). “Enabling Fast Prediction for Ensemble Models on Data Streams.” In: Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2011). doi:10.1145/2020408.2020442
(Pearl, 2011) ⇒ Judea Pearl. (2011). “The Mathematics of Causal Inference.” In: Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2011). doi:10.1145/2020408.2020416
(Patnaik et al., 2011) ⇒ Debprakash Patnaik, Patrick Butler, Naren Ramakrishnan, Laxmi Parida, Benjamin J. Keller, and David A. Hanauer. (2011). “Experiences with Mining Temporal Event Sequences from Electronic Medical Records: Initial Successes and Some Challenges.” In: Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2011). doi:10.1145/2020408.2020468
(Fan et al., 2011) ⇒ Jian Fan, Ping Luo, Suk Hwan Lim, Sam Liu, Parag Joshi, and Jerry Liu. (2011). “Article Clipper: A System for Web Article Extraction.” In: Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2011). doi:10.1145/2020408.2020525
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Invited Talk

(Haussler, 2011) ⇒ David Haussler. (2011). “Cancer Genomics." Invited Talk at the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2011). doi:10.1145/2020408.2020414
(Boyd, 2011) ⇒ Stephen Boyd. (2011). “Convex Optimization: From Embedded Real-time to Large-scale Distributed.” In: Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2011). doi:10.1145/2020408.2020410

Links to Abstracts

KDD-2011 Proceedings

References

2011

Invited Talk

Links to Abstracts

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