7. ICDM Workshops 2007:
Omaha,
Nebraska,
USA
Workshops Proceedings of the 7th IEEE International Conference on Data Mining (ICDM 2007), October 28-31, 2007, Omaha, Nebraska, USA.
IEEE Computer Society 2007 BibTeX
Data Mining in Web 2.0 Environments
- Sisay Fissaha Adafre, Maarten de Rijke:
Ask the Crowd to Find out What's Important.
3-8
Electronic Edition (link) BibTeX
- Chia-Hui Chang, Kun-Chang Tsai:
Aspect Summarization from Blogsphere for Social Study.
9-14
Electronic Edition (link) BibTeX
- Mohammed Kayed, Chia-Hui Chang, Khaled F. Shaalan, Moheb R. Girgis:
FiVaTech: Page-Level Web Data Extraction from Template Pages.
15-20
Electronic Edition (link) BibTeX
- Vivek Sehgal, Charles Song:
SOPS: Stock Prediction Using Web Sentiment.
21-26
Electronic Edition (link) BibTeX
- Haizheng Zhang, Wei Li, Xuerui Wang, C. Lee Giles, Henry C. Foley, John Yen:
HSN-PAM: Finding Hierarchical Probabilistic Groups from Large-Scale Networks.
27-32
Electronic Edition (link) BibTeX
- Shuyi Zheng, Ding Zhou, Jia Li, C. Lee Giles:
Extracting Author Meta-Data from Web Using Visual Features.
33-40
Electronic Edition (link) BibTeX
Knowledge Discovery from Multimedia Data and Multimedia Applications
- Guangyan Huang, Zhiming Ding, Jing He:
Automatic Generation of Traditional Style Painting by Using Density-Based Color Clustering.
41-44
Electronic Edition (link) BibTeX
- Suzanne Little, Ovidio Salvetti, Petra Perner:
Semi-Automatic Semantic Annotation of Images.
45-50
Electronic Edition (link) BibTeX
- Selim Mimaroglu, Kuniaki Uehara:
Bit Sequences and Biclustering of Text Documents.
51-56
Electronic Edition (link) BibTeX
- Liang Wang, Christopher Leckie, Xiaozhe Wang, Kotagiri Ramamohanarao, James C. Bezdek:
Tensor Space Learning for Analyzing Activity Patterns from Video Sequences.
63-68
Electronic Edition (link) BibTeX
- Jun Yang, Rong Yan, Alexander G. Hauptmann:
Adapting SVM Classifiers to Data with Shifted Distributions.
69-76
Electronic Edition (link) BibTeX
Mining and Management of Biological Data
- Andrew Arnold, Ramesh Nallapati, William W. Cohen:
A Comparative Study of Methods for Transductive Transfer Learning.
77-82
Electronic Edition (link) BibTeX
- Young-Rae Cho, Woochang Hwang, Aidong Zhang:
Assessing Reliability of Protein-Protein Interactions by Semantic Data Integration.
83-88
Electronic Edition (link) BibTeX
- Rezarta Islamaj Dogan, Lise Getoor, W. John Wilbur:
Characterizing RNA Secondary-Structure Features and Their Effects on Splice-Site Prediction.
89-94
Electronic Edition (link) BibTeX
- Li Li, Steffen Heber, Qiang Zhang, Melvin E. Andersen:
Statistical Approaches to Identifying Androgen Response Elements.
95-100
Electronic Edition (link) BibTeX
- Hongfang Liu, Manabu Torii, Zhang-Zhi Hu, Cathy H. Wu:
Mapping Gene/Protein Names in Free Text to Biomedical Databases.
101-106
Electronic Edition (link) BibTeX
- Joyita Mallik, Ashok Samal, Scott L. Gardner:
A Content Based Pattern Analysis System for a Biological Specimen Collection.
107-112
Electronic Edition (link) BibTeX
- Brigitte Mathiak, Andreas Kupfer, Carolina Rio Bartulos, Tatjana Scope, Johann Weiland, Silke Eckstein:
Discovering Gene Expression Data from the Tables of Full Text Publications.
113-118
Electronic Edition (link) BibTeX
- Claudia Täubner, Brigitte Mathiak, Silke Eckstein:
Modeling and Management of Signal Transduction Pathways with Live Sequence Charts.
119-126
Electronic Edition (link) BibTeX
Data Mining in Medicine
- Hidenao Abe, Hideto Yokoi, Miho Ohsaki, Takahira Yamaguchi:
Developing an Integrated Time-Series Data Mining Environment for Medical Data Mining.
127-132
Electronic Edition (link) BibTeX
- Michele Berlingerio, Francesco Bonchi, Fosca Giannotti, Franco Turini:
Time-Annotated Sequences for Medical Data Mining.
133-138
Electronic Edition (link) BibTeX
- Dina Demner-Fushman, Sameer Antani, Mohammad-Reza Siadat, Hamid Soltanian-Zadeh, Farshad Fotouhi, Kost V. Elisevich:
Automatically Finding Images for Clinical Decision Support.
139-144
Electronic Edition (link) BibTeX
- Shoji Hirano, Shusaku Tsumoto:
Identifying Exacerbating Cases in Chronic Diseases Based on the Cluster Analysis of Trajectory Data on Laboratory Examinations.
151-156
Electronic Edition (link) BibTeX
- William Horsthemke, Ekarin Varutbangkul, Daniela Raicu, Jacob Furst:
Predictive Data Mining for Lung Nodule Interpretation.
157-162
Electronic Edition (link) BibTeX
- Vikramaditya R. Jakkula:
Predictive Data Mining to Learn Health Vitals of a Resident in a Smart Home.
163-168
Electronic Edition (link) BibTeX
- Mark Last, Rafael Carel, Dotan Barak:
Utilization of Data-Mining Techniques for Evaluation of Patterns of Asthma Drugs Use by Ambulatory Patients in a Large Health Maintenance Organization.
169-174
Electronic Edition (link) BibTeX
- Kimiko Matsuoka, Shigeki Yokoyama, Kumitomo Watanabe, Shusaku Tsumoto:
Analysis of Relationship between Blood Stream Infection and Clinical Background in Patients’ Lactobacillus Therapy by Data Mining.
175-180
Electronic Edition (link) BibTeX
- Mohammad-Reza Siadat, Hamid Soltanian-Zadeh, Farshad Fotouhi, Ameen Eetemadi, Kost V. Elisevich:
Data Modeling for Content-Based Support Environment Application on Epilepsy Data Mining.
181-188
Electronic Edition (link) BibTeX
Optimization-Based Data Mining Techniques with Applications
- Adam Anthony, Marie desJardins:
Data Clustering with a Relational Push-Pull Model.
189-194
Electronic Edition (link) BibTeX
- Hung-Ching Chen, Mark K. Goldberg, Malik Magdon-Ismail, William A. Wallace:
Learning What Makes a Society Tick.
195-200
Electronic Edition (link) BibTeX
- Kreshna Gopal, Thomas R. Ioerger:
Distance Metric Learning through Optimization of Ranking.
201-206
Electronic Edition (link) BibTeX
- Le Gruenwald, Hamed Chok, Mazen Aboukhamis:
Using Data Mining to Estimate Missing Sensor Data.
207-212
Electronic Edition (link) BibTeX
- Jing He, Guangyan Huang, Yanchun Zhang, Yong Shi:
Cluster Analysis and Optimization in Color-Based Clustering for Image Abstract.
213-218
Electronic Edition (link) BibTeX
- Mark Last:
Predicting and Optimizing Classifier Utility with the Power Law.
219-224
Electronic Edition (link) BibTeX
- Shuxin Li, Robert Lee, Sheau-Dong Lang:
Mining Distance-Based Outliers from Categorical Data.
225-230
Electronic Edition (link) BibTeX
- Olvi L. Mangasarian, Gang Kou:
Feature Selection for Nonlinear Kernel Support Vector Machines.
231-236
Electronic Edition (link) BibTeX
- Xiong Qiufen, Gao Jie, Liu Huanzhu, Shao Mingxuan:
Physical Analysis of Precipitation Factors Based on SVM Method.
243-246
Electronic Edition (link) BibTeX
- Chuan Shi, Zhongzhi Shi, Bin Wu:
An Efficient Fitness Assignment Based on Dominating Tree.
247-252
Electronic Edition (link) BibTeX
- Yong Shi, Yingjie Tian, Xiaojun Chen, Peng Zhang:
A Regularized Multiple Criteria Linear Program for Classification.
253-258
Electronic Edition (link) BibTeX
- William-Chandra Tjhi, Lihui Chen:
Dual Fuzzy-Possibilistic Co-clustering for Document Categorization.
259-264
Electronic Edition (link) BibTeX
- D. A. de Waal, J. V. du Toit:
Generalized Additive Models from a Neural Network Perspective.
265-270
Electronic Edition (link) BibTeX
- Yanbo J. Wang, Qin Xin, Frans Coenen:
A Novel Rule Weighting Approach in Classification Association Rule Mining.
271-276
Electronic Edition (link) BibTeX
- Yasutoshi Yajima, Teppei Sato:
Semi-supervised Kernel Logistic Regression and Its Extension to Active Learning Based on A-Optimality.
277-282
Electronic Edition (link) BibTeX
- Nian Yan, Zhenyuan Wang, Zhengxin Chen:
Classification with Choquet Integral with Respect to Signed Non-additive Measure.
283-288
Electronic Edition (link) BibTeX
- Peng Zhang, Jingran Dai:
Multiple-Criteria Linear Programming for VIP E-Mail Behavior Analysis.
289-296
Electronic Edition (link) BibTeX
High Performance Data Mining
- Wassim Ayadi, Khedija Arour:
A Novel Parallel Boolean Approach for Discovering Frequent Itemsets.
297-302
Electronic Edition (link) BibTeX
- Gang Chen, Fei Wang, Changshui Zhang:
Collaborative Filtering Using Orthogonal Nonnegative Matrix Tri-factorization.
303-308
Electronic Edition (link) BibTeX
- Paula Cecilia Fritzsche, Dolores Rexachs, Emilio Luque:
Extracting Knowledge to Predict TSP Asymptotic Time Complexity.
309-318
Electronic Edition (link) BibTeX
- Yi Guo, Paul Wing Hing Kwan, Junbin Gao:
Twin Kernel Embedding with Back Constraints.
319-324
Electronic Edition (link) BibTeX
- Xiaonan Ji, James Bailey:
An Efficient Technique for Mining Approximately Frequent Substring Patterns.
325-330
Electronic Edition (link) BibTeX
- Zhao Kun, Tian Ying-jie, Deng Nai-yang, Hiroshi Kuwajima, Takashi Washio:
Robust Unsupervised and Semisupervised Bounded C-Support Vector Machines.
331-336
Electronic Edition (link) BibTeX
- Ramesh Nallapati, Amr Ahmed, William W. Cohen, Eric P. Xing:
Sparse Word Graphs: A Scalable Algorithm for Capturing Word Correlations in Topic Models.
343-348
Electronic Edition (link) BibTeX
- Ramesh Nallapati, William W. Cohen, John D. Lafferty:
Parallelized Variational EM for Latent Dirichlet Allocation: An Experimental Evaluation of Speed and Scalability.
349-354
Electronic Edition (link) BibTeX
- Baoying Wang, Imad Rahal:
WC-Clustering: Hierarchical Clustering Using the Weighted Confidence Affinity Measure.
355-360
Electronic Edition (link) BibTeX
- Zuobing Xu, Ram Akella, Mike Ching, Renjie Tang:
Semi-supervised Clustering Using Bayesian Regularization.
361-366
Electronic Edition (link) BibTeX
- Chulmin Yun, Jihoon Yang:
Experimental Comparison of Feature Subset Selection Methods.
367-372
Electronic Edition (link) BibTeX
- Lin Zhou, Ying Liu, Jing Wang, Yong Shi:
Utility-Based Web Path Traversal Pattern Mining.
373-380
Electronic Edition (link) BibTeX
Mining Graphs and Complex Structures
- Mustafa Bilgic, Galileo Namata, Lise Getoor:
Combining Collective Classification and Link Prediction.
381-386
Electronic Edition (link) BibTeX
- Shouchun Chen, Fei Wang, Changshui Zhang:
Simultaneous Heterogeneous Data Clustering Based on Higher Order Relationships.
387-392
Electronic Edition (link) BibTeX
- William Eberle, Lawrence B. Holder:
Discovering Structural Anomalies in Graph-Based Data.
393-398
Electronic Edition (link) BibTeX
- Mathias Fiedler, Christian Borgelt:
Subgraph Support in a Single Large Graph.
399-404
Electronic Edition (link) BibTeX
- Christophe Costa Florêncio:
Tree Planar Languages.
405-410
Electronic Edition (link) BibTeX
- Brian Gallagher, Tina Eliassi-Rad:
An Examination of Experimental Methodology for Classifiers of Relational Data.
411-416
Electronic Edition (link) BibTeX
- M. Shahriar Hossain, Rafal A. Angryk:
GDClust: A Graph-Based Document Clustering Technique.
417-422
Electronic Edition (link) BibTeX
- Masoud Makrehchi, Mohamed S. Kamel:
Learning Term Dependency Links Using Information Theoretic Inclusion Measure.
423-428
Electronic Edition (link) BibTeX
- Matthew J. Rattigan, Marc Maier, David Jensen, Bin Wu, Xin Pei, JianBin Tan, Yi Wang:
Exploiting Network Structure for Active Inference in Collective Classification.
429-434
Electronic Edition (link) BibTeX
- Nurcan Yuruk, Mutlu Mete, Xiaowei Xu, Thomas A. J. Schweiger:
A Divisive Hierarchical Structural Clustering Algorithm for Networks.
441-448
Electronic Edition (link) BibTeX
Data Mining on Uncertain Data
- Lance E. Besaw, Donna M. Rizzo:
Counterpropagation Neural Network for Stochastic Conditional Simulation: An Application with Berea Sandstone.
449-454
Electronic Edition (link) BibTeX
- Jebari Chaker, Habib Ounelli:
Genre Categorization of Web Pages.
455-464
Electronic Edition (link) BibTeX
- Robert Gwadera, Janne Toivola, Jaakko Hollmén:
Segmenting Multi-attribute Sequences Using Dynamic Bayesian Networks.
465-470
Electronic Edition (link) BibTeX
- Dirk Habich, Peter Benjamin Volk, Wolfgang Lehner, Ralf Dittmann, Clemens Utzny:
Error-Aware Density-Based Clustering of Imprecise Measurement Values.
471-476
Electronic Edition (link) BibTeX
- Jason Van Hulse, Taghi M. Khoshgoftaar, Amri Napolitano:
Skewed Class Distributions and Mislabeled Examples.
477-482
Electronic Edition (link) BibTeX
- Sau Dan Lee, Ben Kao, Reynold Cheng:
Reducing UK-Means to K-Means.
483-488
Electronic Edition (link) BibTeX
- Carson Kai-Sang Leung, Christopher L. Carmichael, Boyu Hao:
Efficient Mining of Frequent Patterns from Uncertain Data.
489-494
Electronic Edition (link) BibTeX
- Feng Liu, Fengzhan Tian, QiLiang Zhu:
A Novel Ordering-Based Greedy Bayesian Network Learning Algorithm on Limited Data.
495-500
Electronic Edition (link) BibTeX
- Eirinaios Michelakis, Daisy Zhe Wang, Minos N. Garofalakis, Joseph M. Hellerstein:
Granularity Conscious Modeling for Probabilistic Databases.
501-506
Electronic Edition (link) BibTeX
- Prithviraj Sen, Amol Deshpande, Lise Getoor:
Representing Tuple and Attribute Uncertainty in Probabilistic Databases.
507-512
Electronic Edition (link) BibTeX
- Erika Vilches, Ivan A. Escobar, Edgar E. Vallejo, Charles E. Taylor:
Targeting Input Data for Acoustic Bird Species Recognition Using Data Mining and HMMs.
513-518
Electronic Edition (link) BibTeX
- Jian Xu, Pedrito Maynard-Zhang, Jianhua Chen:
Incremental Integration of Probabilistic Models Learned from Data.
519-526
Electronic Edition (link) BibTeX
Data Streaming Mining and Management
- Fatih Altiparmak, David Chiu, Hakan Ferhatosmanoglu:
Incremental Quantization for Aging Data Streams.
527-532
Electronic Edition (link) BibTeX
- Morteza Analoui, Behrouz Minaei-Bidgoli, Mohammad Hossein Rezvani:
Hierarchical Classifier Combination and Its Application in Networks Intrusion Detection.
533-538
Electronic Edition (link) BibTeX
- Wael Emara, Mehmed M. Kantardzic, Marcel Karnstedt, Kai-Uwe Sattler, Dirk Habich, Wolfgang Lehner:
An Approach for Incremental Semi-supervised SVM.
539-544
Electronic Edition (link) BibTeX
- S. Muthukrishnan, Eric van den Berg, Yihua Wu:
Sequential Change Detection on Data Streams.
551-550
Electronic Edition (link) BibTeX
- Jan Peter Patist:
Optimal Window Change Detection.
557-562
Electronic Edition (link) BibTeX
- Alan Ratner, Ron Loui:
High-Speed Identification of Language and Script.
563-568
Electronic Edition (link) BibTeX
- Budhaditya Saha, Mihai Lazarescu, Svetha Venkatesh:
Infrequent Item Mining in Multiple Data Streams.
569-574
Electronic Edition (link) BibTeX
- Zhijian Yuan, Kai Du, Yan Jia, Jiajia Miao:
Stream Event Detection: A Unified Framework for Mining Outlier, Change and Burst Simultaneously over Data Stream.
575-580
Electronic Edition (link) BibTeX
- Xiangliang Zhang, Michèle Sebag, Cécile Germain:
Toward Behavioral Modeling of a Grid System: Mining the Logging and Bookkeeping Files.
581-588
Electronic Edition (link) BibTeX
- Ana Cristina Costa, Amílcar Soares:
Space-Time Interpolation and Uncertainty Assessment of an Extreme Precipitation Index Using Geostatistical Cosimulation.
589-594
Electronic Edition (link) BibTeX
- Wei Ding, Christoph F. Eick, Xiaojing Yuan, Jing Wang, Jean-Philippe Nicot:
On Regional Association Rule Scoping.
595-600
Electronic Edition (link) BibTeX
- Sigal Elnekave, Mark Last, Oded Maimon:
A Compact Representation of Spatio-Temporal Data.
601-606
Electronic Edition (link) BibTeX
- Angelica Garcia Gutierrez, Peter Baumann:
Modeling Fundamental Geo-Raster Operations with Array Algebra.
607-612
Electronic Edition (link) BibTeX
- Shyamanta M. Hazarika:
Pattern Mining as Abduction: From Snapshots to Spatio-Temporal Sequential Patterns.
613-618
Electronic Edition (link) BibTeX
- Shu Huang, Qiankun Zhao, Prasenjit Mitra, C. Lee Giles:
Query Expansion Using Topic and Location.
619-624
Electronic Edition (link) BibTeX
- Vikramaditya R. Jakkula, Aaron S. Crandall, Diane J. Cook:
Knowledge Discovery in Entity Based Smart Environment Resident Data Using Temporal Relation Based Data Mining.
625-630
Electronic Edition (link) BibTeX
- Marc Joliveau, Florian De Vuyst:
Space-Time Summarization of Multisensor Time Series. Case of Missing Data.
631-636
Electronic Edition (link) BibTeX
- April Kerby, David Marx, Ashok Samal, Viacheslav Adamchuck:
Spatial Clustering Using the Likelihood Function.
637-642
Electronic Edition (link) BibTeX
- Leonardo E. Mariote, Claudia Bauzer Medeiros, Ricardo da Silva Torres:
Diagnosing Similarity of Oscillation Trends in Time Series.
643-648
Electronic Edition (link) BibTeX
- Ickjai Lee, Peter Phillips:
Areal Aggregated Crime Reasoning through Density Tracing.
649-654 BibTeX
- Falko Schmid:
Formulating, Identifying and Analyzing Individual Spatial Knowledge.
655-660
Electronic Edition (link) BibTeX
- ZongBo Shang, Jeffery D. Hamerlinck:
Using Statistics and Spatial Data Mining to Study Land Cover in Wyoming : Can We Predict Vegetation Types from Environmental Variables?
661-666
Electronic Edition (link) BibTeX
- Tsegaye Tadesse, Brian Wardlow:
The Vegetation Outlook (VegOut): A New Tool for Providing Outlooks of General Vegetation Conditions Using Data Mining Techniques.
667-672
Electronic Edition (link) BibTeX
- Ranga Raju Vatsavai, Budhendra L. Bhaduri:
A Hybrid Classification Scheme for Mining Multisource Geospatial Data.
673-678
Electronic Edition (link) BibTeX
- Florian Verhein, Ghazi Al-Naymat:
Fast Mining of Complex Spatial Co-location Patterns Using GLIMIT.
679-684
Electronic Edition (link) BibTeX
- Elizabeth Wu, Sanjay Chawla:
Spatio-Temporal Analysis of the Relationship between South American Precipitation Extremes and the El Niño Southern Oscillation.
685-692
Electronic Edition (link) BibTeX
Privacy Aspects of Data Mining
- Osman Abul, Maurizio Atzori, Francesco Bonchi, Fosca Giannotti:
Hiding Sensitive Trajectory Patterns.
693-698
Electronic Edition (link) BibTeX
- Artak Amirbekyan, Vladimir Estivill-Castro:
Privacy-Preserving k-NN for Small and Large Data Sets.
699-704
Electronic Edition (link) BibTeX
- Geetha Jagannathan, Krishnan Pillaipakkamnatt, D. Umano:
A Secure Clustering Algorithm for Distributed Data Streams.
705-710
Electronic Edition (link) BibTeX
- Geetha Jagannathan, Rebecca N. Wright:
Private Inference Control for Aggregate Database Queries.
711-716
Electronic Edition (link) BibTeX
- Murat Kantarcioglu, Onur Kardes:
Privacy-Preserving Data Mining Applications in the Malicious Model.
717-722
Electronic Edition (link) BibTeX
- Aleksandra B. Slavkovic, Yuval Nardi, Matthew M. Tibbits:
Secure Logistic Regression of Horizontally and Vertically Partitioned Distributed Databases.
723-728
Electronic Edition (link) BibTeX
- Jie Wang, Jun Zhang, Lian Liu, Dianwei Han:
Simultaneous Pattern and Data Hiding in Unsupervised Learning.
729-734
Electronic Edition (link) BibTeX
Copyright © Sat May 16 23:18:53 2009
by Michael Ley (ley@uni-trier.de)
