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13th ICDM 2013: Dallas, TX, USA
- Hui Xiong, George Karypis, Bhavani Thuraisingham, Diane J. Cook, Xindong Wu:
2013 IEEE 13th International Conference on Data Mining, Dallas, TX, USA, December 7-10, 2013. IEEE Computer Society 2013, ISBN 978-0-7695-5108-1
Regular Papers
- Aaron B. Adcock, Blair D. Sullivan
, Michael W. Mahoney:
Tree-Like Structure in Large Social and Information Networks. 1-10 - Abhijin Adiga, Anil Kumar S. Vullikanti, Dante Wiggins:
Subgraph Enumeration in Dynamic Graphs. 11-20 - Laure Berti-Équille
A Masking Index for Quantifying Hidden Glitches. 21-30 - Yuanjun Bi, Weili Wu, Yuqing Zhu:
CSI: Charged System Influence Model for Human Behavior Prediction. 31-40 - Forrest Briggs, Xiaoli Z. Fern, Raviv Raich:
Context-Aware MIML Instance Annotation. 41-50 - Wenbin Cai, Ya Zhang
Maximizing Expected Model Change for Active Learning in Regression. 51-60 - Zhuhua Cai, Christopher M. Jermaine, Zografoula Vagena, Dionysios Logothetis, Luis Leopoldo Perez:
The Pairwise Gaussian Random Field for High-Dimensional Data Imputation. 61-70 - Toon Calders, Asim Karim, Faisal Kamiran, Wasif Ali, Xiangliang Zhang
Controlling Attribute Effect in Linear Regression. 71-80 - Shayok Chakraborty, Jiayu Zhou, Vineeth Nallure Balasubramanian
Active Matrix Completion. 81-90 - Freddy Chong Tat Chua, Richard Jayadi Oentaryo
Modeling Temporal Adoptions Using Dynamic Matrix Factorization. 91-100 - Bing Tian Dai
Modeling Preferences with Availability Constraints. 101-110 - Barnan Das, Narayanan Chatapuram Krishnan
wRACOG: A Gibbs Sampling-Based Oversampling Technique. 111-120 - Nemanja Djuric, Slobodan Vucetic:
Efficient Visualization of Large-Scale Data Tables through Reordering and Entropy Minimization. 121-130 - Liang Du, Zhiyong Shen, Xuan Li, Peng Zhou
Local and Global Discriminative Learning for Unsupervised Feature Selection. 131-140 - Ambedkar Dukkipati, Gaurav Pandey, Debarghya Ghoshdastidar
Generative Maximum Entropy Learning for Multiclass Classification. 141-150 - James H. Faghmous, Matthew Le, Muhammed Uluyol, Vipin Kumar, Snigdhansu Chatterjee
A Parameter-Free Spatio-Temporal Pattern Mining Model to Catalog Global Ocean Dynamics. 151-160 - Meng Fang, Jie Yin, Xingquan Zhu
Transfer Learning across Networks for Collective Classification. 161-170 - Ahmed K. Farahat, Ahmed Elgohary, Ali Ghodsi, Mohamed S. Kamel
Distributed Column Subset Selection on MapReduce. 171-180 - Jing Feng, Xiao He, Nina C. Hubig, Christian Böhm, Claudia Plant
Compression-Based Graph Mining Exploiting Structure Primitives. 181-190 - Michael Geilke, Eibe Frank
Online Estimation of Discrete Densities. 191-200 - Mohamed F. Ghalwash
Extraction of Interpretable Multivariate Patterns for Early Diagnostics. 201-210 - Xueqing Gong, Xinyu Guo, Rong Zhang, Xiaofeng He, Aoying Zhou:
Search Behavior Based Latent Semantic User Segmentation for Advertising Targeting. 211-220 - Stephan Günnemann, Christos Faloutsos
Mixed Membership Subspace Clustering. 221-230 - Stephan Günnemann, Ines Färber, Sebastian Raubach
Spectral Subspace Clustering for Graphs with Feature Vectors. 231-240 - Robert Gwadera, Aris Gkoulalas-Divanis, Grigorios Loukides:
Permutation-Based Sequential Pattern Hiding. 241-250 - Xiaogang Han, Wenjun Zhou
Utilizing URLs Position to Estimate Intrinsic Query-URL Relevance. 251-260 - Yuan Hao, Mohammad Shokoohi-Yekta, George Papageorgiou, Eamonn J. Keogh:
Parameter-Free Audio Motif Discovery in Large Data Archives. 261-270 - Yujie He, Wenlin Chen, Yixin Chen, Yi Mao:
Kernel Density Metric Learning. 271-280 - Bing Hu, Yanping Chen, Jesin Zakaria, Liudmila Ulanova, Eamonn J. Keogh:
Classification of Multi-dimensional Streaming Time Series by Weighting Each Classifier's Track Record. 281-290 - Yi-Hung Huang, Chun-Nan Hsu, Kristina Lerman:
Identifying Transformative Scientific Research. 291-300 - Jianqiu Ji, Jianmin Li, Shuicheng Yan, Qi Tian, Bo Zhang:
Min-Max Hash for Jaccard Similarity. 301-309 - Lili Jiang, Ping Luo
GRIAS: An Entity-Relation Graph Based Framework for Discovering Entity Aliases. 310-319 - Zhe Jiang
Focal-Test-Based Spatial Decision Tree Learning: A Summary of Results. 320-329 - Ulf Johansson, Henrik Boström, Tuve Löfström
Conformal Prediction Using Decision Trees. 330-339 - Mayank Kejriwal, Daniel P. Miranker:
An Unsupervised Algorithm for Learning Blocking Schemes. 340-349 - Hyungsul Kim, Xiang Ren, Yizhou Sun, Chi Wang, Jiawei Han:
Semantic Frame-Based Document Representation for Comparable Corpora. 350-359 - Jingu Kim, Naren Ramakrishnan
Regularization Paths for Sparse Nonnegative Least Squares Problems with Applications to Life Cycle Assessment Tree Discovery. 360-369 - Brendan Kitts, Dyng Au, Brian Burdick:
A High-Dimensional Set Top Box Ad Targeting Algorithm Including Experimental Comparisons to Traditional TV Algorithms. 370-378 - Deguang Kong, Chris H. Q. Ding:
Efficient Algorithms for Selecting Features with Arbitrary Group Constraints via Group Lasso. 379-388 - Danai Koutra, Hanghang Tong
BIG-ALIGN: Fast Bipartite Graph Alignment. 389-398 - Chris J. Kuhlman, Gaurav Tuli
Blocking Simple and Complex Contagion by Edge Removal. 399-408 - Gautam Kunapuli, Phillip Odom, Jude W. Shavlik, Sriraam Natarajan:
Guiding Autonomous Agents to Better Behaviors through Human Advice. 409-418 - Anastasia Krithara
TL-PLSA: Transfer Learning between Domains with Different Classes. 419-427 - Kang Li, Suxin Guo, Nan Du, Jing Gao, Aidong Zhang:
Learning, Analyzing and Predicting Object Roles on Dynamic Networks. 428-437 - Shuangyin Li
Tag-Weighted Dirichlet Allocation. 438-447 - Yuxuan Li, James Bailey, Lars Kulik, Jian Pei
Mining Probabilistic Frequent Spatio-Temporal Sequential Patterns with Gap Constraints from Uncertain Databases. 448-457 - Zhenhui Li, Fei Wu, Margaret Crofoot:
Mining Following Relationships in Movement Data. 458-467 - Qi Liu, Biao Xiang, Lei Zhang, Enhong Chen, Chang Tan, Ji Chen:
Linear Computation for Independent Social Influence. 468-477 - Xu-Ying Liu, Qian-Qian Li, Zhi-Hua Zhou:
Learning Imbalanced Multi-class Data with Optimal Dichotomy Weights. 478-487 - Cécile Low-Kam, Chedy Raïssi, Mehdi Kaytoue
Mining Statistically Significant Sequential Patterns. 488-497 - Lucrezia Macchia, Francesco Bonchi, Francesco Gullo
Mining Summaries of Propagations. 498-507 - Son T. Mai, Xiao He, Nina C. Hubig, Claudia Plant
Active Density-Based Clustering. 508-517 - Barbora Micenková, Raymond T. Ng, Xuan-Hong Dang, Ira Assent:
Explaining Outliers by Subspace Separability. 518-527 - Letizia Milli
Quantification Trees. 528-536 - Misael Mongiovì
Mining Evolving Network Processes. 537-546 - Abdullah Mueen:
Enumeration of Time Series Motifs of All Lengths. 547-556 - Benjamin Négrevergne, Anton Dries
Dominance Programming for Itemset Mining. 557-566 - Dung T. Nguyen, Huiyuan Zhang, Soham Das, My T. Thai, Thang N. Dinh
Least Cost Influence in Multiplex Social Networks: Model Representation and Analysis. 567-576 - Diane Oyen
Bayesian Discovery of Multiple Bayesian Networks via Transfer Learning. 577-586 - Bei Pan, Ugur Demiryurek, Cyrus Shahabi, Chetan Gupta:
Forecasting Spatiotemporal Impact of Traffic Incidents on Road Networks. 587-596 - François Petitjean
Scaling Log-Linear Analysis to High-Dimensional Data. 597-606 - Buyue Qian, Xiang Wang, Jun Wang, Hongfei Li, Nan Cao, Weifeng Zhi, Ian Davidson:
Fast Pairwise Query Selection for Large-Scale Active Learning to Rank. 607-616 - Parasaran Raman, Suresh Venkatasubramanian
Power to the Points: Validating Data Memberships in Clusterings. 617-626 - Ya-Zhou Ren
Weighted-Object Ensemble Clustering. 627-636 - Matthew Rowe:
Mining User Lifecycles from Online Community Platforms and their Application to Churn Prediction. 637-646 - Patricia Iglesias Sánchez, Emmanuel Müller
Statistical Selection of Congruent Subspaces for Mining Attributed Graphs. 647-656 - Rushdi Shams
Classifying Spam Emails Using Text and Readability Features. 657-666 - Manali Sharma, Mustafa Bilgic:
Most-Surely vs. Least-Surely Uncertain. 667-676 - Hong-Han Shuai
On Pattern Preserving Graph Generation. 677-686 - Diego Furtado Silva
Time Series Classification Using Compression Distance of Recurrence Plots. 687-696 - Skyler Speakman, Yating Zhang, Daniel B. Neill
Dynamic Pattern Detection with Temporal Consistency and Connectivity Constraints. 697-706 - Huan Sun, Gengxin Miao, Xifeng Yan:
Noise-Resistant Bicluster Recognition. 707-716 - Nikolaj Tatti
Itemsets for Real-Valued Datasets. 717-726 - Rikiya Takahashi, Hideyuki Mizuta, Naoki Abe, Ruby L. Kennedy, Vincent J. Jeffs, Ravi Shah, Robert H. Crites:
Collective Response Spike Prediction for Mutually Interacting Consumers. 727-736 - Guanting Tang, Yupin Yang, Jian Pei
Price Information Patterns in Web Search Advertising: An Empirical Case Study on Accommodation Industry. 737-746 - Duy Tin Truong, Roberto Battiti
Discovering Non-redundant Overlapping Biclusters on Gene Expression Data. 747-756 - Bhanukiran Vinzamuri, Chandan K. Reddy
Cox Regression with Correlation Based Regularization for Electronic Health Records. 757-766 - Chi Wang, Marina Danilevsky, Jialu Liu, Nihit Desai, Heng Ji, Jiawei Han:
Constructing Topical Hierarchies in Heterogeneous Information Networks. 767-776 - Hongfei Wang, Xiang Zhang:
Binary Time-Series Query Framework for Efficient Quantitative Trait Association Study. 777-786 - Jui-Pin Wang, Yu-Chen Lu, Mi-Yen Yeh
Communication-Efficient Distributed Multiple Reference Pattern Matching for M2M Systems. 787-796 - Yu Wang, Xiangyu Chang, Rongjian Li, Zongben Xu:
Sparse K-Means with the l_q(0leq q< 1) Constraint for High-Dimensional Data Clustering. 797-806 - Sean Whalen, Gaurav Pandey:
A Comparative Analysis of Ensemble Classifiers: Case Studies in Genomics. 807-816 - Joyce Jiyoung Whang, Piyush Rai, Inderjit S. Dhillon:
Stochastic Blockmodel with Cluster Overlap, Relevance Selection, and Similarity-Based Smoothing. 817-826 - Jia Wu
Multi-instance Multi-graph Dual Embedding Learning. 827-836 - Wei Xie, Feida Zhu
TopicSketch: Real-Time Bursty Topic Detection from Twitter. 837-846 - Liang Xiong, Barnabás Póczos
Efficient Learning on Point Sets. 847-856 - Kui Yu, Xindong Wu, Zan Zhang, Yang Mu, Hao Wang, Wei Ding
Markov Blanket Feature Selection with Non-faithful Data Distributions. 857-866 - Chia-Chen Yen, Mi-Yen Yeh
An Efficient Approach to Updating Closeness Centrality and Average Path Length in Dynamic Networks. 867-876 - Nicholas Jing Yuan, Yingzi Wang, Fuzheng Zhang, Xing Xie
Reconstructing Individual Mobility from Smart Card Transactions: A Space Alignment Approach. 877-886 - Xu-Yao Zhang, Kaizhu Huang
Feature Transformation with Class Conditional Decorrelation. 887-896 - Leon Wenliang Zhong, James T. Kwok:
Efficient Learning for Models with DAG-Structured Parameter Constraints. 897-906 - Chuan Zhou, Peng Zhang, Jing Guo, Xingquan Zhu
UBLF: An Upper Bound Based Approach to Discover Influential Nodes in Social Networks. 907-916 - Tianyi Zhou
Divide-and-Conquer Anchoring for Near-Separable Nonnegative Matrix Factorization and Completion in High Dimensions. 917-926 - Yadong Zhu, Yanyan Lan, Jiafeng Guo, Pan Du, Xueqi Cheng:
A Novel Relational Learning-to-Rank Approach for Topic-Focused Multi-document Summarization. 927-936
Short Papers
- Emin Aksehirli, Bart Goethals
Cartification: A Neighborhood Preserving Transformation for Mining High Dimensional Data. 937-942 - Carlos Alzate, Mathieu Sinn:
Improved Electricity Load Forecasting via Kernel Spectral Clustering of Smart Meters. 943-948 - Balamurugan Palaniappan:
Large-Scale Elastic Net Regularized Linear Classification SVMs and Logistic Regression. 949-954 - Nicola Barbieri, Francesco Bonchi, Giuseppe Manco
Influence-Based Network-Oblivious Community Detection. 955-960 - Radim Belohlávek, Markéta Krmelová:
Beyond Boolean Matrix Decompositions: Toward Factor Analysis and Dimensionality Reduction of Ordinal Data. 961-966 - Glenn S. Bevilacqua, Shealen Clare, Amit Goyal, Laks V. S. Lakshmanan:
Validating Network Value of Influencers by Means of Explanations. 967-972 - Hau Chan, Leman Akoglu:
External Evaluation of Topic Models: A Graph Mining Approach. 973-978 - Shiyu Chang, Guo-Jun Qi
Multimedia LEGO: Learning Structured Model by Probabilistic Logic Ontology Tree. 979-984 - Snigdha Chaturvedi, Hal Daumé III, Taesun Moon:
Discriminatively Enhanced Topic Models. 985-990 - Keke Chen, Shumin Guo:
PerturBoost: Practical Confidential Classifier Learning in the Cloud. 991-996 - Scott Deeann Chen, Ying-Yu Chen, Jiawei Han, Pierre Moulin:
A Feature-Enhanced Ranking-Based Classifier for Multimodal Data and Heterogeneous Information Networks. 997-1002 - Zhitang Chen, Kun Zhang, Laiwan Chan:
Nonlinear Causal Discovery for High Dimensional Data: A Kernelized Trace Method. 1003-1008 - Abir De, Niloy Ganguly
Discriminative Link Prediction Using Local Links, Node Features and Community Structure. 1009-1018 - Vinay Deolalikar:
Most Clusters Can Be Retrieved with Short Disjunctive Queries. 1019-1024 - Boxiang Dong
Integrity Verification of Outsourced Frequent Itemset Mining with Deterministic Guarantee. 1025-1030 - Nan Du, Jing Gao, Aidong Zhang:
Progression Analysis of Community Strengths in Dynamic Networks. 1031-1036 - Dóra Erdös, Pauli Miettinen
Walk 'n' Merge: A Scalable Algorithm for Boolean Tensor Factorization. 1037-1042 - Zahra Ferdowsi, Rayid Ghani, Raffaella Settimi:
Online Active Learning with Imbalanced Classes. 1043-1048 - Yong Ge, Guofei Jiang, Yuan Ge:
Efficient Invariant Search for Distributed Information Systems. 1049-1054 - Doel L. Gonzalez, Saurabh V. Pendse, Kanchana Padmanabhan, Michael P. Angus, Isaac K. Tetteh, Shashank Srinivas, Andrea Villanes, Fredrick H. M. Semazzi, Vipin Kumar, Nagiza F. Samatova:
Coupled Heterogeneous Association Rule Mining (CHARM): Application Toward Inference of Modulatory Climate Relationships. 1055-1060 - Bin Fu, Guandong Xu, Zhihai Wang, Longbing Cao
Leveraging Supervised Label Dependency Propagation for Multi-label Learning. 1061-1066 - Anshul Gupta, Aurosish Mishra, Satya Gautam Vadlamudi, P. P. Chakrabarti, Sudeshna Sarkar
A Mobility Simulation Framework Of Humans With Group Behavior Modeling. 1067-1072 - Bo Hu, Mohsen Jamali, Martin Ester:
Spatio-Temporal Topic Modeling in Mobile Social Media for Location Recommendation. 1073-1078 - Sheng-Jun Huang, Zhi-Hua Zhou:
Active Query Driven by Uncertainty and Diversity for Incremental Multi-label Learning. 1079-1084 - David C. Kale, Yan Liu:
Accelerating Active Learning with Transfer Learning. 1085-1090 - Arun Siddharth Konagurthu, Lloyd Allison
Statistical Inference of Protein "LEGO Bricks". 1091-1096 - Takeshi Kurashima, Tomoharu Iwata, Noriko Takaya, Hiroshi Sawada:
A Probabilistic Behavior Model for Discovering Unrecognized Knowledge. 1097-1102 - Sejeong Kwon, Meeyoung Cha
Prominent Features of Rumor Propagation in Online Social Media. 1103-1108 - Hai-Guang Li, Xindong Wu, Zhao Li, Wei Ding
Group Feature Selection with Streaming Features. 1109-1114 - Yingming Li, Ming Yang, Zhongang Qi, Zhongfei (Mark) Zhang:
Bayesian Multi-Task Relationship Learning with Link Structure. 1115-1120 - Zenghan Liang, Ryota Tomioka, Hiroshi Murata, Ryo Asaoka, Kenji Yamanishi
Quantitative Prediction of Glaucomatous Visual Field Loss from Few Measurements. 1121-1126 - Zhung-Xun Liao, Shou-Chung Li, Wen-Chih Peng, Philip S. Yu, Te-Chuan Liu:
On the Feature Discovery for App Usage Prediction in Smartphones. 1127-1132 - Hongfu Liu, Yuchao Zhang, Hao Lin
How Many Zombies Around You? 1133-1138 - Siyuan Liu, Lei Li
Hibernating Process: Modelling Mobile Calls at Multiple Scales. 1139-1144 - Cheng Long
On Good and Fair Paper-Reviewer Assignment. 1145-1150 - Jaewon Yang, Julian J. McAuley, Jure Leskovec
Community Detection in Networks with Node Attributes. 1151-1156 - Meenakshi Mishra, Jun Huan:
Multitask Learning with Feature Selection for Groups of Related Tasks. 1157-1162 - Sebastián Moreno
Network Hypothesis Testing Using Mixed Kronecker Product Graph Models. 1163-1168 - Sho-Ichi Sato, Kenji Yamanishi:
Graph Partitioning Change Detection Using Tree-Based Clustering. 1169-1174 - Pavel Senin
SAX-VSM: Interpretable Time Series Classification Using SAX and Vector Space Model. 1175-1180 - Weixiang Shao, Xiaoxiao Shi
Clustering on Multiple Incomplete Datasets via Collective Kernel Learning. 1181-1186 - Evan Randall Sparks, Ameet Talwalkar, Virginia Smith, Jey Kottalam, Xinghao Pan, Joseph E. Gonzalez
MLI: An API for Distributed Machine Learning. 1187-1192 - Sen Su, Xiang Cheng, Lixin Gao, Jiangtao Yin:
Co-ClusterD: A Distributed Framework for Data Co-Clustering with Sequential Updates. 1193-1198 - Koh Takeuchi, Ryota Tomioka, Katsuhiko Ishiguro, Akisato Kimura, Hiroshi Sawada:
Non-negative Multiple Tensor Factorization. 1199-1204 - Jafar Tanha
Multiclass Semi-Supervised Boosting Using Similarity Learning. 1205-1210 - Li Wan, Ling Chen
Mining Dependent Frequent Serial Episodes from Uncertain Sequence Data. 1211-1216 - Wei Wang, Bao-Gang Hu
Efficient and Scalable Information Geometry Metric Learning. 1217-1222 - Xiang Wang, Fei Wang, Jun Wang, Buyue Qian, Jianying Hu:
Exploring Patient Risk Groups with Incomplete Knowledge. 1223-1228 - John S. Whissell, Charles L. A. Clarke:
Classification-Based Clustering Evaluation. 1229-1234 - Han Xiao, Claudia Eckert:
Efficient Online Sequence Prediction with Side Information. 1235-1240 - Sihong Xie, Xiangnan Kong, Jing Gao, Wei Fan, Philip S. Yu:
Multilabel Consensus Classification. 1241-1246 - Cheng-Lun Yang, Perng-Hwa Kung, Cheng-Te Li, Chun-An Chen, Shou-De Lin
Sampling Heterogeneous Networks. 1247-1252 - Lina Yao, Quan Z. Sheng
A Model for Discovering Correlations of Ubiquitous Things. 1253-1258 - Junfu Yin, Zhigang Zheng, Longbing Cao
Efficiently Mining Top-K High Utility Sequential Patterns. 1259-1264 - Sorrachai Yingchareonthawornchai, Haemwaan Sivaraks, Thanawin Rakthanmanon, Chotirat Ann Ratanamahatana:
Efficient Proper Length Time Series Motif Discovery. 1265-1270 - Weiren Yu, Charu C. Aggarwal, Shuai Ma, Haixun Wang:
On Anomalous Hotspot Discovery in Graph Streams. 1271-1276 - Guangxiang Zeng, Ping Luo
From Social User Activities to People Affiliation. 1277-1282 - Huanan Zhang, Ze Tian, Rui Kuang:
Transfer Learning across Cancers on DNA Copy Number Variation Analysis. 1283-1288 - Jiawei Zhang, Xiangnan Kong, Philip S. Yu:
Predicting Social Links for New Users across Aligned Heterogeneous Social Networks. 1289-1294 - Yang Zhao, Abhishek K. Shrivastava
Combating Sub-Clusters Effect in Imbalanced Classification. 1295-1300 - Yuqing Zhu, Zaixin Lu, Yuanjun Bi, Weili Wu, Yiwei Jiang, Deying Li:
Influence and Profit: Two Sides of the Coin. 1301-1306 - Xiatian Zhu, Chen Change Loy, Shaogang Gong:
Constrained Clustering: Effective Constraint Propagation with Imperfect Oracles. 1307-1312 - Honglei Zhuang, Yihan Sun, Jie Tang, Jialin Zhang
Influence Maximization in Dynamic Social Networks. 1313-1318 - Anca Maria Zimmer, Michael Kurze, Thomas Seidl
Adaptive Model Tree for Streaming Data. 1319-1324 - Zhaonian Zou, Jianzhong Li:
Structural-Context Similarities for Uncertain Graphs. 1325-1330
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