ICDM A*

163 papers

YearTitle / Authors
201010 Years of Data Mining Research: Retrospect and Prospect.
Xindong Wu
2010A Binary Decision Diagram-Based One-Class Classifier.
Takuro Kutsuna
2010A Conscience On-line Learning Approach for Kernel-Based Clustering.
Chang-Dong Wang, Jian-Huang Lai, Jun-Yong Zhu
2010A Generalized Linear Threshold Model for Multiple Cascades.
Nishith Pathak, Arindam Banerjee, Jaideep Srivastava
2010A Graph-Based Approach for Multi-folder Email Classification.
Sharma Chakravarthy, Aravind Venkatachalam, Aditya Telang
2010A Log-Linear Model with Latent Features for Dyadic Prediction.
Aditya Krishna Menon, Charles Elkan
2010A New SVM Approach to Multi-instance Multi-label Learning.
Nam Nguyen
2010A Novel Contrast Co-learning Framework for Generating High Quality Training Data.
Zeyu Zheng, Jun Yan, Shuicheng Yan, Ning Liu, Zheng Chen, Ming Zhang
2010A Pairwise-Systematic Microaggregation for Statistical Disclosure Control.
Md. Enamul Kabir, Hua Wang, Yanchun Zhang
2010A System for Mining Temporal Physiological Data Streams for Advanced Prognostic Decision Support.
Jimeng Sun, Daby M. Sow, Jianying Hu, Shahram Ebadollahi
2010A Variance Reduction Framework for Stable Feature Selection.
Yue Han, Lei Yu
2010ABS: The Anti Bouncing Model for Usage Data Streams.
Chongsheng Zhang, Florent Masseglia, Yves Lechevallier
2010Abstraction Augmented Markov Models.
Cornelia Caragea, Adrian Silvescu, Doina Caragea, Vasant G. Honavar
2010Accelerating Dynamic Time Warping Subsequence Search with GPUs and FPGAs.
Doruk Sart, Abdullah Mueen, Walid A. Najjar, Eamonn J. Keogh, Vit Niennattrakul
2010Accelerating Radius-Margin Parameter Selection for SVMs Using Geometric Bounds.
Ben Goodrich, David W. Albrecht, Peter E. Tischer
2010Active Improvement of Hierarchical Object Features under Budget Constraints.
Nicolas Cebron
2010Active Learning from Multiple Noisy Labelers with Varied Costs.
Yaling Zheng, Stephen Scott, Kun Deng
2010Active Learning with Human-Like Noisy Oracle.
Jun Du, Charles X. Ling
2010Active Spectral Clustering.
Xiang Wang, Ian Davidson
2010Adaptive Distances on Sets of Vectors.
Adam Woznica, Alexandros Kalousis
2010Addressing Concept-Evolution in Concept-Drifting Data Streams.
Mohammad M. Masud, Qing Chen, Latifur Khan, Charu C. Aggarwal, Jing Gao, Jiawei Han, Bhavani Thuraisingham
2010Advertising Campaigns Management: Should We Be Greedy?
Sertan Girgin, Jérémie Mary, Philippe Preux, Olivier Nicol
2010Algorithm for Discovering Low-Variance 3-Clusters from Real-Valued Datasets.
Zhen Hu, Raj Bhatnagar
2010An Approach Based on Tree Kernels for Opinion Mining of Online Product Reviews.
Peng Jiang, Chunxia Zhang, Hongping Fu, Zhendong Niu, Qing Yang
2010An Approach for Automatic Sleep Stage Scoring and Apnea-Hypopnea Detection.
Tim Schlüter, Stefan Conrad
2010An Extensive Empirical Study on Semi-supervised Learning.
Yuanyuan Guo, Xiaoda Niu, Harry Zhang
2010An Unsupervised Approach to Modeling Personalized Contexts of Mobile Users.
Tengfei Bao, Happia Cao, Enhong Chen, Jilei Tian, Hui Xiong
2010Anomaly Detection Using an Ensemble of Feature Models.
Keith Noto, Carla E. Brodley, Donna K. Slonim
2010Anonymizing Temporal Data.
Ke Wang, Yabo Xu, Raymond Chi-Wing Wong, Ada Wai-Chee Fu
2010Approximation of Frequentness Probability of Itemsets in Uncertain Data.
Toon Calders, Calin Garboni, Bart Goethals
2010Assessing Data Mining Results on Matrices with Randomization.
Markus Ojala
2010Assessing the Significance of Groups in High-Dimensional Data.
Geoffrey J. McLachlan
2010Attribution of Conversion Events to Multi-channel Media.
Brendan Kitts, Liang Wei, Dyng Au, Amanda Powter, Brian Burdick
2010Averaged Stochastic Gradient Descent with Feedback: An Accurate, Robust, and Fast Training Method.
Xu Sun, Hisashi Kashima, Takuya Matsuzaki, Naonori Ueda
2010Bayesian Aggregation of Binary Classifiers.
Sunho Park, Seungjin Choi
2010Bayesian Maximum Margin Clustering.
Bo Dai, Bao-Gang Hu, Gang Niu
2010Block-GP: Scalable Gaussian Process Regression for Multimodal Data.
Kamalika Das, Ashok N. Srivastava
2010Bonsai: Growing Interesting Small Trees.
Stephan Seufert, Srikanta J. Bedathur, Julián Mestre, Gerhard Weikum
2010CLUSMASTER: A Clustering Approach for Sampling Data Streams in Sensor Networks.
Alzennyr Da Silva, Raja Chiky, Georges Hébrail
2010Category Mining by Heterogeneous Data Fusion Using PdLSI Model in a Retail Service.
Tsukasa Ishigaki, Takeshi Takenaka, Yoichi Motomura
2010Causal Discovery from Streaming Features.
Kui Yu, Xindong Wu, Hao Wang, Wei Ding
2010Classifier and Cluster Ensembles for Mining Concept Drifting Data Streams.
Peng Zhang, Xingquan Zhu, Jianlong Tan, Li Guo
2010Clustering Large Attributed Graphs: An Efficient Incremental Approach.
Yang Zhou, Hong Cheng, Jeffrey Xu Yu
2010Co-clustering of Lagged Data.
Eran Shaham, David Sarne, Boaz Ben-Moshe
2010Collaborative Learning between Visual Content and Hidden Semantic for Image Retrieval.
Jun Wu, Mingyu Lu, Chun-Li Wang
2010Compressed Nonnegative Sparse Coding.
Fei Wang, Ping Li
2010Consequences of Variability in Classifier Performance Estimates.
Troy Raeder, T. Ryan Hoens, Nitesh V. Chawla
2010Constraint Based Dimension Correlation and Distance Divergence for Clustering High-Dimensional Data.
Xianchao Zhang, Yao Wu, Yang Qiu
2010Content-Based Methods for Predicting Web-Site Demographic Attributes.
Santosh Kabbur, Eui-Hong Han, George Karypis
2010D-LDA: A Topic Modeling Approach without Constraint Generation for Semi-defined Classification.
Fuzhen Zhuang, Ping Luo, Zhiyong Shen, Qing He, Yuhong Xiong, Zhongzhi Shi
2010Data Editing Techniques to Allow the Application of Distance-Based Outlier Detection to Streams.
Vit Niennattrakul, Eamonn J. Keogh, Chotirat Ann Ratanamahatana
2010Decision Trees for Uplift Modeling.
Piotr Rzepakowski, Szymon Jaroszewicz
2010Detecting Blackhole and Volcano Patterns in Directed Networks.
Zhongmou Li, Hui Xiong, Yanchi Liu, Aoying Zhou
2010Detecting Novel Discrepancies in Communication Networks.
James Abello, Tina Eliassi-Rad, Nishchal Devanur
2010Discovering Correlated Subspace Clusters in 3D Continuous-Valued Data.
Kelvin Sim, Zeyar Aung, Vivekanand Gopalkrishnan
2010Discovering Multiple Clustering Solutions: Grouping Objects in Different Views of the Data.
Emmanuel Müller, Stephan Günnemann, Ines Färber, Thomas Seidl
2010Discovering Overlapping Groups in Social Media.
Xufei Wang, Lei Tang, Huiji Gao, Huan Liu
2010Discrimination Aware Decision Tree Learning.
Faisal Kamiran, Toon Calders, Mykola Pechenizkiy
2010Document Similarity Self-Join with MapReduce.
Ranieri Baraglia, Gianmarco De Francisci Morales, Claudio Lucchese
2010Edge Weight Regularization over Multiple Graphs for Similarity Learning.
Pradeep Muthukrishnan, Dragomir R. Radev, Qiaozhu Mei
2010Efficient Discovery of the Top-K Optimal Dependency Rules with Fisher's Exact Test of Significance.
Wilhelmiina Hämäläinen
2010Efficient Episode Mining with Minimal and Non-overlapping Occurrences.
Huisheng Zhu, Peng Wang, Xianmang He, Yujia Li, Wei Wang, Baile Shi
2010Efficient Probabilistic Latent Semantic Analysis with Sparsity Control.
Sen Liu, Chaolun Xia, Xiaohong Jiang
2010Efficient Semi-supervised Spectral Co-clustering with Constraints.
Xiaoxiao Shi, Wei Fan, Philip S. Yu
2010Enforcing Vocabulary k-Anonymity by Semantic Similarity Based Clustering.
Junqiang Liu, Ke Wang
2010Enhancing Single-Objective Projective Clustering Ensembles.
Francesco Gullo, Carlotta Domeniconi, Andrea Tagarelli
2010Exploiting Local Data Uncertainty to Boost Global Outlier Detection.
Bo Liu, Jie Yin, Yanshan Xiao, Longbing Cao, Philip S. Yu
2010Exploiting Unlabeled Data to Enhance Ensemble Diversity.
Min-Ling Zhang, Zhi-Hua Zhou
2010Exponential Family Tensor Factorization for Missing-Values Prediction and Anomaly Detection.
Kohei Hayashi, Takashi Takenouchi, Tomohiro Shibata, Yuki Kamiya, Daishi Kato, Kazuo Kunieda, Keiji Yamada, Kazushi Ikeda
2010Factorization Machines.
Steffen Rendle
2010Fast and Flexible Multivariate Time Series Subsequence Search.
Kanishka Bhaduri, Qiang Zhu, Nikunj C. Oza, Ashok N. Srivastava
2010Feature Selection for Unsupervised Learning Using Random Cluster Ensembles.
Haytham Elghazel, Alex Aussem
2010Financial Forecasting with Gompertz Multiple Kernel Learning.
Han Qin, Dejing Dou, Yue Fang
2010Finding Local Anomalies in Very High Dimensional Space.
Timothy de Vries, Sanjay Chawla, Michael E. Houle
2010Frequent Instruction Sequential Pattern Mining in Hardware Sample Data.
Jia Zou, Jing Xiao, Rui Hou, Yanqi Wang
2010Generalized Probabilistic Matrix Factorizations for Collaborative Filtering.
Hanhuai Shan, Arindam Banerjee
2010Graph-Based Semi-supervised Learning with Adaptive Similarity Estimation.
Xianchao Zhang, Yansheng Jiang, Wenxin Liang, Xin Han
2010Hierarchical Ensemble Clustering.
Li Zheng, Tao Li, Chris H. Q. Ding
2010Homotopy Regularization for Boosting.
Zheng Wang, Yangqiu Song, Changshui Zhang
2010How to Do Good Data Mining Research and Get it Published in Top Venues.
Eamonn J. Keogh
2010ICDM 2010, The 10th IEEE International Conference on Data Mining, Sydney, Australia, 14-17 December 2010
Geoffrey I. Webb, Bing Liu, Chengqi Zhang, Dimitrios Gunopulos, Xindong Wu
2010Improved Consistent Sampling, Weighted Minhash and L1 Sketching.
Sergey Ioffe
2010Improving Kernel Methods through Complex Data Mapping.
Hang Zhou, Fabio T. Ramos, Eric Nettleton
2010Interval-valued Matrix Factorization with Applications.
Zhiyong Shen, Liang Du, Xukun Shen, Yi-Dong Shen
2010K-AP: Generating Specified K Clusters by Efficient Affinity Propagation.
Xiangliang Zhang, Wei Wang, Kjetil Nørvåg, Michèle Sebag
2010Knowledge Discovery in Academic Drug Discovery Programs: Opportunities and Challenges.
Jun Huan
2010Learning Attribute-to-Feature Mappings for Cold-Start Recommendations.
Zeno Gantner, Lucas Drumond, Christoph Freudenthaler, Steffen Rendle, Lars Schmidt-Thieme
2010Learning Collaborative Filtering and Its Application to People to People Recommendation in Social Networks.
Xiongcai Cai, Michael Bain, Alfred Krzywicki, Wayne Wobcke, Yang Sok Kim, Paul Compton, Ashesh Mahidadia
2010Learning Markov Network Structure with Decision Trees.
Daniel Lowd, Jesse Davis
2010Learning Preferences with Millions of Parameters by Enforcing Sparsity.
Xi Chen, Bing Bai, Yanjun Qi, Qihang Lin, Jaime G. Carbonell
2010Learning a Bi-Stochastic Data Similarity Matrix.
Fei Wang, Ping Li, Arnd Christian König
2010Leveraging D-Separation for Relational Data Sets.
Matthew J. Rattigan, David D. Jensen
2010Location and Scatter Matching for Dataset Shift in Text Mining.
Bo Chen, Wai Lam, Ivor W. Tsang, Tak-Lam Wong
2010LogTree: A Framework for Generating System Events from Raw Textual Logs.
Liang Tang, Tao Li
2010Max-Clique: A Top-Down Graph-Based Approach to Frequent Pattern Mining.
Yan Xie, Philip S. Yu
2010Micro-blogging Sentiment Detection by Collaborative Online Learning.
Guangxia Li, Steven C. H. Hoi, Kuiyu Chang, Ramesh C. Jain
2010Minimizing the Variance of Cluster Mixture Models for Clustering Uncertain Objects.
Francesco Gullo, Giovanni Ponti, Andrea Tagarelli
2010Mining Billion-node Graphs: Patterns, Generators and Tools.
Christos Faloutsos
2010Mining Closed Strict Episodes.
Nikolaj Tatti, Boris Cule
2010Mining Public Transport Usage for Personalised Intelligent Transport Systems.
Neal Lathia, Jon Froehlich, Licia Capra
2010Mining Sensor Streams for Discovering Human Activity Patterns over Time.
Parisa Rashidi, Diane J. Cook
2010Mixed-Membership Stochastic Block-Models for Transactional Networks.
Mahdi Shafiei, Hugh A. Chipman
2010Modeling Experts and Novices in Citizen Science Data for Species Distribution Modeling.
Jun Yu, Weng-Keen Wong, Rebecca A. Hutchinson
2010Modeling Information Diffusion in Implicit Networks.
Jaewon Yang, Jure Leskovec
2010Monotone Relabeling in Ordinal Classification.
Ad Feelders
2010MoodCast: Emotion Prediction via Dynamic Continuous Factor Graph Model.
Yuan Zhang, Jie Tang, Jimeng Sun, Yiran Chen, Jinghai Rao
2010Mother Fugger: Mining Historical Manuscripts with Local Color Patches.
Qiang Zhu, Eamonn J. Keogh
2010Multi-agent Random Walks for Local Clustering on Graphs.
Morteza Alamgir, Ulrike von Luxburg
2010Multi-dimensional Mass Estimation and Mass-based Clustering.
Kai Ming Ting, Jonathan R. Wells
2010Multi-document Summarization Using Minimum Distortion.
Tengfei Ma, Xiaojun Wan
2010Multi-label Feature Selection for Graph Classification.
Xiangnan Kong, Philip S. Yu
2010Multi-stream Join Answering for Mining Significant Cross-Stream Correlations.
Robert Gwadera
2010NESVM: A Fast Gradient Method for Support Vector Machines.
Tianyi Zhou, Dacheng Tao, Xindong Wu
2010Network Simplification with Minimal Loss of Connectivity.
Fang Zhou, Sébastien Mahler, Hannu Toivonen
2010Node Similarities from Spreading Activation.
Kilian Thiel, Michael R. Berthold
2010On Finding Frequent Patterns in Event Sequences.
Andrea Campagna, Rasmus Pagh
2010On Normalizing Fuzzy Coincidence Matrices to Compare Fuzzy and/or Possibilistic Partitions with the Rand Index.
Romain Quere, Hoel Le Capitaine, N. Fraisseix, Carl Frélicot
2010On the Computation of Stochastic Search Variable Selection in Linear Regression with UDFs.
Mario Navas, Carlos Ordonez, Veerabhadran Baladandayuthapani
2010On the Vulnerability of Large Graphs.
Hanghang Tong, B. Aditya Prakash, Charalampos E. Tsourakakis, Tina Eliassi-Rad, Christos Faloutsos, Duen Horng Chau
2010One-Class Matrix Completion with Low-Density Factorizations.
Vikas Sindhwani, Serhat Selcuk Bucak, Jianying Hu, Aleksandra Mojsilovic
2010PGLCM: Efficient Parallel Mining of Closed Frequent Gradual Itemsets.
Trong Dinh Thac Do, Anne Laurent, Alexandre Termier
2010Passive Sampling for Regression.
Hwanjo Yu, Sungchul Kim
2010Patterns on the Connected Components of Terabyte-Scale Graphs.
U Kang, Mary McGlohon, Leman Akoglu, Christos Faloutsos
2010Permutations as Angular Data: Efficient Inference in Factorial Spaces.
Sergey M. Plis, Terran Lane, Vince D. Calhoun
2010Personalizing Web Page Recommendation via Collaborative Filtering and Topic-Aware Markov Model.
Qingyan Yang, Ju Fan, Jianyong Wang, Lizhu Zhou
2010Polishing the Right Apple: Anytime Classification Also Benefits Data Streams with Constant Arrival Times.
Jin Shieh, Eamonn J. Keogh
2010Probabilistic Inference Protection on Anonymized Data.
Raymond Chi-Wing Wong, Ada Wai-Chee Fu, Ke Wang, Yabo Xu, Jian Pei, Philip S. Yu
2010Pseudo Conditional Random Fields: Joint Training Approach to Segmenting and Labeling Sequence Data.
Shing-Kit Chan, Wai Lam
2010QMAS: Querying, Mining and Summarization of Multi-modal Databases.
Robson Leonardo Ferreira Cordeiro, Fan Guo, Donna S. Haverkamp, James H. Horne, Ellen K. Hughes, Gunhee Kim, Agma J. M. Traina, Caetano Traina Jr., Christos Faloutsos
2010Quantification via Probability Estimators.
Antonio Bella, César Ferri, José Hernández-Orallo, M. José Ramírez-Quintana
2010Rare Category Characterization.
Jingrui He, Hanghang Tong, Jaime G. Carbonell
2010Recommending Social Events from Mobile Phone Location Data.
Daniele Quercia, Neal Lathia, Francesco Calabrese, Giusy Di Lorenzo, Jon Crowcroft
2010Resilient K-d Trees: K-Means in Space Revisited.
Fabian Gieseke, Gabriel Moruz, Jan Vahrenhold
2010SMILE: A Similarity-Based Approach for Multiple Instance Learning.
Yanshan Xiao, Bo Liu, Longbing Cao, Jie Yin, Xindong Wu
2010SONNET: Efficient Approximate Nearest Neighbor Using Multi-core.
Mohammad Al Hasan, Hilmi Yildirim, Abhirup Chakraborty
2010Scalable Influence Maximization in Social Networks under the Linear Threshold Model.
Wei Chen, Yifei Yuan, Li Zhang
2010Separation of Interleaved Web Sessions with Heuristic Search.
Marko Pozenel, Viljan Mahnic, Matjaz Kukar
2010Sequential Latent Dirichlet Allocation: Discover Underlying Topic Structures within a Document.
Lan Du, Wray Lindsay Buntine, Huidong Jin
2010Sparse Boolean Matrix Factorizations.
Pauli Miettinen
2010Spatial and Spatio-temporal Data Mining.
Vania Bogorny, Shashi Shekhar
2010Spatiotemporal Event Detection in Mobility Network.
S. Tom Au, Rong Duan, Heeyoung Kim, Guangqin Ma
2010Stratified Sampling for Data Mining on the Deep Web.
Tantan Liu, Fan Wang, Gagan Agrawal
2010Subgroup Discovery Meets Bayesian Networks -- An Exceptional Model Mining Approach.
Wouter Duivesteijn, Arno J. Knobbe, Ad Feelders, Matthijs van Leeuwen
2010Subspace Clustering Meets Dense Subgraph Mining: A Synthesis of Two Paradigms.
Stephan Günnemann, Ines Färber, Brigitte Boden, Thomas Seidl
2010Supervised Link Prediction Using Multiple Sources.
Zhengdong Lu, Berkant Savas, Wei Tang, Inderjit S. Dhillon
2010Term Filtering with Bounded Error.
Zi Yang, Wei Li, Jie Tang, Juanzi Li
2010Testing the Significance of Patterns in Data with Cluster Structure.
Niko Vuokko, Petteri Kaski
2010The Effect of History on Modeling Systems' Performance: The Problem of the Demanding Lord.
George Giannakopoulos, Themis Palpanas
2010Topic Modeling Ensembles.
Zhiyong Shen, Ping Luo, Shengwen Yang, Xukun Shen
2010Towards Structural Sparsity: An Explicit l2/l0 Approach.
Dijun Luo, Chris H. Q. Ding, Heng Huang
2010Training Conditional Random Fields Using Transfer Learning for Gesture Recognition.
Jie Liu, Kai Yu, Yi Zhang, Yalou Huang
2010Transfer Learning on Heterogenous Feature Spaces via Spectral Transformation.
Xiaoxiao Shi, Qi Liu, Wei Fan, Philip S. Yu, Ruixin Zhu
2010Transfer Learning via Cluster Correspondence Inference.
Mingsheng Long, Wei Cheng, Xiaoming Jin, Jianmin Wang, Dou Shen
2010Tru-Alarm: Trustworthiness Analysis of Sensor Networks in Cyber-Physical Systems.
Lu-An Tang, Xiao Yu, Sangkyum Kim, Jiawei Han, Chih-Chieh Hung, Wen-Chih Peng
2010Two of a Kind or the Ratings Game? Adaptive Pairwise Preferences and Latent Factor Models.
Suhrid Balakrishnan, Sumit Chopra
2010Understanding of Internal Clustering Validation Measures.
Yanchi Liu, Zhongmou Li, Hui Xiong, Xuedong Gao, Junjie Wu
2010Viral Marketing for Multiple Products.
Samik Datta, Anirban Majumder, Nisheeth Shrivastava
2010Visualizing Graphs Using Minimum Spanning Dendrograms.
Daniel Svonava, Michail Vlachos
2010Weighted Feature Subset Non-negative Matrix Factorization and Its Applications to Document Understanding.
Dingding Wang, Tao Li, Chris H. Q. Ding
2010What Do People Want in Microblogs? Measuring Interestingness of Hashtags in Twitter.
Jianshu Weng, Ee-Peng Lim, Qi He, Cane Wing-Ki Leung
2010gSkeletonClu: Density-Based Network Clustering via Structure-Connected Tree Division or Agglomeration.
Heli Sun, Jianbin Huang, Jiawei Han, Hongbo Deng, Peixiang Zhao, Boqin Feng
2010iSAX 2.0: Indexing and Mining One Billion Time Series.
Alessandro Camerra, Themis Palpanas, Jin Shieh, Eamonn J. Keogh
2010minCEntropy: A Novel Information Theoretic Approach for the Generation of Alternative Clusterings.
Xuan Vinh Nguyen, Julien Epps