8. ICDM Workshops 2008:
Pisa,
Italy
Workshops Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), December 15-19, 2008, Pisa, Italy.
IEEE Computer Society 2008 BibTeX
Workshop on Reliability Issues in Knowledge Discovery (RIKD 2008)
- Hidenao Abe, Shusaku Tsumoto:
Comparing Accuracies of Rule Evaluation Models to Determine Human Criteria on Evaluated Rule Sets.
1-7
Electronic Edition (link) BibTeX
- Zhibo Chen, Carlos Ordonez, Kai Zhao:
Comparing Reliability of Association Rules and OLAP Statistical Tests.
8-17
Electronic Edition (link) BibTeX
- Wei Jiang, Min Yao, Jiekai Yu:
Research on Methodology of Classification Mining for Tumor Markers.
18-26
Electronic Edition (link) BibTeX
- Lian Liu, Jie Wang, Jun Zhang:
Wavelet-Based Data Perturbation for Simultaneous Privacy-Preserving and Statistics-Preserving.
27-35
Electronic Edition (link) BibTeX
- Pedro Pereira Rodrigues, João Gama, Zoran Bosnic:
Online Reliability Estimates for Individual Predictions in Data Streams.
36-45
Electronic Edition (link) BibTeX
- Chris Seiffert, Taghi M. Khoshgoftaar, Jason Van Hulse, Amri Napolitano:
A Comparative Study of Data Sampling and Cost Sensitive Learning.
46-52
Electronic Edition (link) BibTeX
- J. van Prehn, Evgueni N. Smirnov:
Region Classification with Decision Trees.
53-59
Electronic Edition (link) BibTeX
- Ke Wang, James Nga-Kwok Liu, Weimin Ma:
A Study on the Reliability of Case-Based Reasoning Systems.
60-68
Electronic Edition (link) BibTeX
- Honghua Dai:
A Case Study on Classification Reliability.
69-73
Electronic Edition (link) BibTeX
Workshop on Domain Driven Data Mining (DDDM 2008)
- Longbing Cao:
Domain Driven Data Mining (D3M).
74-76
Electronic Edition (link) BibTeX
- Jérémy Besson, Christophe Rigotti, Ieva Mitasiunaite, Jean-François Boulicaut:
Parameter Tuning for Differential Mining of String Patterns.
77-86
Electronic Edition (link) BibTeX
- Longbing Cao:
Behavior Informatics and Analytics: Let Behavior Talk.
87-96
Electronic Edition (link) BibTeX
- Nicolas Chapados, Charles Dugas, Pascal Vincent, Réjean Ducharme:
Scoring Models for Insurance Risk Sharing Pool Opimization.
97-105
Electronic Edition (link) BibTeX
- Depin Chen, Jun Yan, Gang Wang, Yan Xiong, Weiguo Fan, Zheng Chen:
TransRank: A Novel Algorithm for Transfer of Rank Learning.
106-115
Electronic Edition (link) BibTeX
- Yang Zhang, Xue Li, Maria E. Orlowska:
One-Class Classification of Text Streams with Concept Drift.
116-125
Electronic Edition (link) BibTeX
- Claudia Marinica, Fabrice Guillet, Henri Briand:
Post-Processing of Discovered Association Rules Using Ontologies.
126-133
Electronic Edition (link) BibTeX
- Patrick Meulstee, Mykola Pechenizkiy:
Food Sales Prediction: "If Only It Knew What We Know".
134-143
Electronic Edition (link) BibTeX
- Bogdan Tomoyuki Nassu, Takashi Nanya, Hiroshi Nakamura:
Discovering Implicit Redundancies in Network Communications for Detecting Inconsistent Values.
144-153
Electronic Edition (link) BibTeX
- Olivier Thonnard, Marc Dacier:
Actionable Knowledge Discovery for Threats Intelligence Support Using a Multi-dimensional Data Mining Methodology.
154-163
Electronic Edition (link) BibTeX
- Keigo Yoshida, Minoru Inui, Takehisa Yairi, Kazuo Machida, Masaki Shioya, Yoshio Masukawa:
Identification of Causal Variables for Building Energy Fault Detection by Semi-supervised LDA and Decision Boundary Analysis.
164-173
Electronic Edition (link) BibTeX
Workshop on M ning Complex Data (MCD 2008)
- Anat Almog, Jacob Goldberger, Yuval Shavitt:
Unifying Unknown Nodes in the Internet Graph Using Semisupervised Spectral Clustering.
174-183
Electronic Edition (link) BibTeX
- Michelangelo Ceci:
Hierarchical Text Categorization in a Transductive Setting.
184-191
Electronic Edition (link) BibTeX
- Fabrizio Costa, Björn Bringmann:
Towards Combining Structured Pattern Mining and Graph Kernels.
192-201
Electronic Edition (link) BibTeX
- Stefano Ferilli, Marenglen Biba, Teresa Maria Altomare Basile, Nicola Di Mauro, Floriana Esposito:
k-Nearest Neighbor Classification on First-Order Logic Descriptions.
202-210
Electronic Edition (link) BibTeX
- Germain Forestier, Cédric Wemmert, Pierre Gançarski:
Semi-supervised Collaborative Clustering with Partial Background Knowledge.
211-217
Electronic Edition (link) BibTeX
- Thomas Guyet, Rene Quiniou:
Mining Temporal Patterns with Quantitative Intervals.
218-227
Electronic Edition (link) BibTeX
- S. Vahid Jazayeri, Osmar R. Zaïane:
Plant Protein Localization Using Discriminative and Frequent Partition-Based Subsequences.
228-237
Electronic Edition (link) BibTeX
- YongChul Kwon, Wing Yee Lee, Magdalena Balazinska, Guiping Xu:
Clustering Events on Streams Using Complex Context Information.
238-247
Electronic Edition (link) BibTeX
- Corrado Loglisci, Donato Malerba:
Discovering Triggering Events from Longitudinal Data.
248-256
Electronic Edition (link) BibTeX
- Yosr Naija, Salem Chakhar, Kaouthar Blibech, Riadh Robbana:
Extension of Partitional Clustering Methods for Handling Mixed Data.
257-266
Electronic Edition (link) BibTeX
- Tomasz Nykiel, Henryk Rybinski:
Word Sense Discovery for Web Information Retrieval.
267-274
Electronic Edition (link) BibTeX
- Tomonobu Ozaki, Takenao Ohkawa:
Mining Correlated Pairs of Patterns in Multidimensional Structured Databases.
275-282
Electronic Edition (link) BibTeX
- Zbigniew W. Ras, Agnieszka Dardzinska, Li-Shiang Tsay, Hanna Wasyluk:
Association Action Rules.
283-290
Electronic Edition (link) BibTeX
- Kiri L. Wagstaff, Terran Lane, Alex Roper:
Multiple-Instance Regression with Structured Data.
291-300
Electronic Edition (link) BibTeX
- Tsubasa Yamamoto, Tomonobu Ozaki, Takenao Ohkawa:
Discovery of Internal and External Hyperclique Patterns in Complex Graph Databases.
301-309
Electronic Edition (link) BibTeX
- Xin Zhang, Wenxin Jiang, Zbigniew W. Ras:
Harmonic Blind Sound Source Isolation Enhanced by Spectrum Clustering.
310-319
Electronic Edition (link) BibTeX
Workshop on Spatial and Spatio-temporal Data Mining (SSTDM 2008)
- Dima Alberg, Mark Last, Sigal Elnekave:
A Spatio-temporal Simulation Model for Movement Data Generation.
320-325
Electronic Edition (link) BibTeX
- Annalisa Appice, Anna Ciampi, Antonietta Lanza, Donato Malerba, Antonella Rapolla, Luisa Vetturi:
Geographic Knowledge Discovery in INGENS: An Inductive Database Perspective.
326-331
Electronic Edition (link) BibTeX
- Sandro Bimonte, Jérôme Gensel, Michela Bertolotto:
Enriching Spatial OLAP with Map Generalization: a Conceptual Multidimensional Model.
332-341
Electronic Edition (link) BibTeX
- Guido Cervone, Pasquale Franzese, Yasmin Ezber, Zafer Boybeyi:
Risk Assessment of Atmospheric Hazard Releases Using K-Means Clustering.
342-348
Electronic Edition (link) BibTeX
- Haibin Cheng, Pang-Ning Tan, Christopher Potter, Steven A. Klooster:
A Robust Graph-Based Algorithm for Detection and Characterization of Anomalies in Noisy Multivariate Time Series.
349-358
Electronic Edition (link) BibTeX
- Matthew W. Collier, Amy McGovern:
Kernels for the Investigation of Localized Spatiotemporal Transitions of Drought with Support Vector Machines.
359-368
Electronic Edition (link) BibTeX
- Surya S. Durbha, Roger L. King, Nicolas H. Younan, Santosh A. Rajender, Shruthi Bheemireddy:
Standards-Based Coastal Sensor Web.
369-374
Electronic Edition (link) BibTeX
- Conny Franke, Michael Gertz:
Detection and Exploration of Outlier Regions in Sensor Data Streams.
375-384
Electronic Edition (link) BibTeX
- Auroop R. Ganguly, Karsten Steinhaeuser:
Data Mining for Climate Change and Impacts.
385-394
Electronic Edition (link) BibTeX
- Leticia I. Gómez, Alejandro A. Vaisman:
RE-SPaM: Using Regular Expressions for Sequential Pattern Mining in Trajectory Databases.
395-398
Electronic Edition (link) BibTeX
- Jiangfeng He, Qinming He, Feng Qian, Qi Chen:
Incremental Maintenance of Discovered Spatial Colocation Patterns.
399-407
Electronic Edition (link) BibTeX
- Constantin Jucovschi, Peter Baumann, Sorin Stancu-Mara:
Speeding up Array Query Processing by Just-In-Time Compilation.
408-413
Electronic Edition (link) BibTeX
- Habil Kalkan, Yasemin Yardimci:
Extraction of Discriminative Features from Hyperspectral Data.
414-419
Electronic Edition (link) BibTeX
- Thomas Liebig, Christine Körner, Michael May:
Scalable Sparse Bayesian Network Learning for Spatial Applications.
420-425
Electronic Edition (link) BibTeX
- Bert Little, Michael Schucking, Brandon Gartrell, Bing Chen, Kenton Ross, Rodney McKellip:
High Granularity Remote Sensing and Crop Production over Space and Time: NDVI over the Growing Season and Prediction of Cotton Yields at the Farm Field Level in Texas.
426-435
Electronic Edition (link) BibTeX
- Ning Liu, Jun Yan, Shuicheng Yan, Weiguo Fan, Zheng Chen:
Web Query Prediction by Unifying Model.
436-441
Electronic Edition (link) BibTeX
- Michael May, Dirk Hecker, Christine Körner, Simon Scheider, Daniel Schulz:
A Vector-Geometry Based Spatial kNN-Algorithm for Traffic Frequency Predictions.
442-447
Electronic Edition (link) BibTeX
- James Rosswog, Kanad Ghose:
Detecting and Tracking Spatio-temporal Clusters with Adaptive History Filtering.
448-457
Electronic Edition (link) BibTeX
- Ranga Raju Vatsavai, Shashi Shekhar, Budhendra L. Bhaduri:
A Semi-supervised Learning Algorithm for Recognizing Sub-classes.
458-467
Electronic Edition (link) BibTeX
Workshop on High Performance Data Mining (HPDM 2008)
- Alan Ratner:
Mining Unstructured Text at Gigabyte per Second Speeds.
468-476
Electronic Edition (link) BibTeX
- Jie Ouyang, Nilesh Patel, Ishwar K. Sethi:
Chi-Square Test Based Decision Trees Induction in Distributed Environment.
477-485
Electronic Edition (link) BibTeX
- Eugenio Cesario, Domenico Talia:
Distributed Data Mining Models as Services on the Grid.
486-495
Electronic Edition (link) BibTeX
- Marco Lackovic, Domenico Talia, Paolo Trunfio:
Service Oriented KDD: A Framework for Grid Data Mining Workflows.
496-505
Electronic Edition (link) BibTeX
- Christoph Weyerhaeuser, Tobias Mindnich, Franz Faerber, Wolfgang Lehner:
Exploiting Graphic Card Processor Technology to Accelerate Data Mining Queries in SAP NetWeaver BIA.
506-515
Electronic Edition (link) BibTeX
- B. N. Ranganath, M. Narasimha Murty:
Stream-Close: Fast Mining of Closed Frequent Itemsets in High Speed Data Streams.
516-525
Electronic Edition (link) BibTeX
- Baoying Wang, Qin Ding, Imad Rahal:
Parallel Hierarchical Clustering on Market Basket Data.
526-532
Electronic Edition (link) BibTeX
- Sasi K. Pitchaimalai, Carlos Ordonez, Carlos Garcia-Alvarado:
Efficient Distance Computation Using SQL Queries and UDFs.
533-542
Electronic Edition (link) BibTeX
- Haimonti Dutta, Hillol Kargupta:
Distributed Linear Programming and Resource Management for Data Mining in Distributed Environments.
543-552
Electronic Edition (link) BibTeX
- Gábor Takács, István Pilászy, Bottyán Németh, Domonkos Tikk:
Investigation of Various Matrix Factorization Methods for Large Recommender Systems.
553-562
Electronic Edition (link) BibTeX
Workshop on Foundations of Data Mining (FDM 2008)
- Mohamed Farouk Abdel Hady, Friedhelm Schwenker:
Co-training by Committee: A New Semi-supervised Learning Framework.
563-572
Electronic Edition (link) BibTeX
- Bin Shen, Min Yao, Zhaohui Wu:
Rules Extraction from Multiple Decisions Ordered Information Tables.
573-582
Electronic Edition (link) BibTeX
- Chia-Ying Hsieh, Don-Lin Yang, Jungpin Wu:
An Efficient Sequential Pattern Mining Algorithm Based on the 2-Sequence Matrix.
583-591
Electronic Edition (link) BibTeX
- Yanbo J. Wang, Xinwei Zheng, Frans Coenen, Cindy Y. Li:
Mining Allocating Patterns in One-Sum Weighted Items.
592-598
Electronic Edition (link) BibTeX
- Jan Rauch:
Remarks to Logical Aspects of Measures of Interestingness of Association Rules.
599-608
Electronic Edition (link) BibTeX
- Carlos Ordonez, Kai Zhao, Zhibo Chen:
Bounding and Estimating Association Rule Support from Clusters on Binary Data.
609-618
Electronic Edition (link) BibTeX
- Li-Shiang Tsay, Zbigniew W. Ras, Seunghyun Im:
Reclassification Rules.
619-627
Electronic Edition (link) BibTeX
- Tuan-Fang Fan, Churn-Jung Liau, Tsau Young Lin, Karen Lee:
A Logical Formulation of the Granular Data Model.
628-634
Electronic Edition (link) BibTeX
- Xiaoyan Liu, Xindong Wu, Huaiqing Wang, Yingfeng Wang:
Multilayer Change-Point Detection on Stock Order Flows by Wavelet Transformation.
635-642
Electronic Edition (link) BibTeX
- Shusaku Tsumoto, Shoji Hirano:
Statistical Independence and Contingency Matrix.
643-648
Electronic Edition (link) BibTeX
- Chun-Wei Lin, Tzung-Pei Hong, Wen-Hsiang Lu, Hsin-Yi Chen:
An FUSP-Tree Maintenance Algorithm for Record Modification.
649-653
Electronic Edition (link) BibTeX
- Meghana Deodhar, Joydeep Ghosh, Gunjan Gupta, Hyuk Cho, Inderjit S. Dhillon:
Hunting for Coherent Co-clusters in High Dimensional and Noisy Datasets.
654-663
Electronic Edition (link) BibTeX
- Daniel Sánchez, Maria J. Martín-Bautista, Ignacio Blanco, C. Justicia de la Torre:
Text Knowledge Mining: An Alternative to Text Data Mining.
664-672
Electronic Edition (link) BibTeX
- Andrew Foss, Osmar R. Zaïane:
Estimating True and False Positive Rates in Higher Dimensional Problems and Its Data Mining Applications.
673-681
Electronic Edition (link) BibTeX
- Michael Davy, Saturnino Luz:
An Adaptive Pre-filtering Technique for Error-Reduction Sampling in Active Learning.
682-691
Electronic Edition (link) BibTeX
- Benoît Depaire, Koen Vanhoof, Geert Wets:
ARUBAS: An Association Rule Based Similarity Framework for Associative Classifiers.
692-699
Electronic Edition (link) BibTeX
- Fani A. Tzima, Pericles A. Mitkas:
ZCS Revisited: Zeroth-Level Classifier Systems for Data Mining.
700-709
Electronic Edition (link) BibTeX
- Airel Pérez Suárez, José Fco. Martínez Trinidad, Jesús Ariel Carrasco-Ochoa, José E. Medina-Pagola:
A New Graph-Based Algorithm for Clustering Documents.
710-719
Electronic Edition (link) BibTeX
- Xia Ning, George Karypis:
The Set Classification Problem and Solution Methods.
720-729
Electronic Edition (link) BibTeX
Workshop on Semantic Aspects in Data Mining (SADM 2008)
- Jean-François Boulicaut:
If Constraint-Based Mining is the Answer: What is the Constraint? (Invited Talk).
730
Electronic Edition (link) BibTeX
- Shiliang Sun:
Semantic Features for Multi-view Semi-supervised and Active Learning of Text Classification.
731-735
Electronic Edition (link) BibTeX
- Yulan He, Keiichi Nakata, Deyu Zhou:
Ontology-Based Protein-Protein Interactions Extraction from Literature Using the Hidden Vector State Model.
736-743
Electronic Edition (link) BibTeX
- Xinghua Li, Xindong Wu, Xuegang Hu, Fei Xie, Zhaozhong Jiang:
Keyword Extraction Based on Lexical Chains and Word Co-occurrence for Chinese News Web Pages.
744-751
Electronic Edition (link) BibTeX
- Pance Panov, Saso Dzeroski, Larisa N. Soldatova:
OntoDM: An Ontology of Data Mining.
752-760
Electronic Edition (link) BibTeX
- Claudia Diamantini, Domenico Potena:
Semantic Annotation and Services for KDD Tools Sharing and Reuse.
761-770
Electronic Edition (link) BibTeX
- José Luis Ambite, Craig A. Knoblock, Kristina Lerman, Anon Plangprasopchok, Thomas A. Russ, Cenk Gazen, Steven Minton, Mark James Carman:
Exploiting Data Semantics to Discover, Extract, and Model Web Sources.
771-779
Electronic Edition (link) BibTeX
Workshop on Data Mining for Design and Marketing (DMDM 2008)
- Michele Gorgoglione, Cosimo Palmisano, S. Lombardi:
Using Contextual Information to Decrease the Cost of Incorrect Predictions in On-line Customer Behavior Modeling.
780-788
Electronic Edition (link) BibTeX
- Motoi Iwashita, Ken Nishimatsu, Shinsuke Shimogawa:
Semantic Analysis Method for Unstructured Data in Telecom Services.
789-795
Electronic Edition (link) BibTeX
- M. F. Faraone, Michele Gorgoglione, Cosimo Palmisano:
Using Contextual Information in Transactional Segmentation: An Empirical Study in E-Commerce.
796-805
Electronic Edition (link) BibTeX
- Meghana Deodhar, Joydeep Ghosh:
Simultaneous Co-segmentation and Predictive Modeling for Large, Temporal Marketing Data.
806-815
Electronic Edition (link) BibTeX
- Yoko Nishihara, Wataru Sunayama:
Title-Composing Support System for Reaching New Audiences.
816-822
Electronic Edition (link) BibTeX
- Yukio Ohsawa, Yoshiharu Maeno, Akihiro Takaichi, Yoko Nishihara:
Innovation Game as Workplace for Sensing Values in Design and Market.
823-828
Electronic Edition (link) BibTeX
- Katsutoshi Yada:
Character String Analysis and Customer Path in Stream Data.
829-836
Electronic Edition (link) BibTeX
- Abraham Bagherjeiran, Rajesh Parekh:
Combining Behavioral and Social Network Data for Online Advertising.
837-846
Electronic Edition (link) BibTeX
Workshop on Video Mining (VM 2008)
- Peijiang Yuan, Bo Zhang, Jianmin Li:
Semantic Concept Learning through Massive Internet Video Mining.
847-853
Electronic Edition (link) BibTeX
- Teng Li, Tao Mei, In-So Kweon, Xian-Sheng Hua:
Video^M: Multi-video Synopsis.
854-861
Electronic Edition (link) BibTeX
- Yan Chen, Qiang Wu, Xiangjian He:
Human Action Recognition by Radon Transform.
862-868
Electronic Edition (link) BibTeX
- Panpan Huang, Yunhong Wang, Ming Shao:
A New Method for Multi-view Face Clustering in Video Sequence.
869-873
Electronic Edition (link) BibTeX
- Tongwei Ren, Yan Liu, Gangshan Wu:
Full-Reference Quality Assessment for Video Summary.
874-883
Electronic Edition (link) BibTeX
- Alex Po Leung, Peter Auer:
An Efficient Search Algorithm for Content-Based Image Retrieval with User Feedback.
884-890
Electronic Edition (link) BibTeX
- Daniel Barbará, Carlotta Domeniconi, Zoran Duric, Maurizio Filippone, Richard Mansfield, Edgard Lawson:
Detecting Suspicious Behavior in Surveillance Images.
891-900
Electronic Edition (link) BibTeX
Workshop on Analysis of Dynamic Networks (ADN 2008)
- Matthieu Latapy, Clémence Magnien, Frédéric Ouédraogo:
A Radar for the Internet.
901-908
Electronic Edition (link) BibTeX
- Ilaria Bordino, Paolo Boldi, Debora Donato, Massimo Santini, Sebastiano Vigna:
Temporal Evolution of the UK Web.
909-918
Electronic Edition (link) BibTeX
- Elaheh Kamaliha, Fatemeh Riahi, Vahed Qazvinian, Jafar Adibi:
Characterizing Network Motifs to Identify Spam Comments.
919-928
Electronic Edition (link) BibTeX
- Chang Hun You, Lawrence B. Holder, Diane J. Cook:
Graph-Based Data Mining in Dynamic Networks: Empirical Comparison of Compression-Based and Frequency-Based Subgraph Mining.
929-938
Electronic Edition (link) BibTeX
- Mayank Lahiri, Arun S. Maiya, Rajmonda Sulo, Habiba, Tanya Y. Berger-Wolf:
The Impact of Structural Changes on Predictions of Diffusion in Networks.
939-948
Electronic Edition (link) BibTeX
- William J. Cukierski, David J. Foran:
Using Betweenness Centrality to Identify Manifold Shortcuts.
949-958
Electronic Edition (link) BibTeX
Demos
- Holger Bast, Fabian M. Suchanek, Ingmar Weber:
Semantic Full-Text Search with ESTER: Scalable, Easy, Fast.
959-962
Electronic Edition (link) BibTeX
- Duen Horng Chau, Christos Faloutsos, Hanghang Tong, Jason I. Hong, Brian Gallagher, Tina Eliassi-Rad:
GRAPHITE: A Visual Query System for Large Graphs.
963-966
Electronic Edition (link) BibTeX
- Anni Coden, Igor L. Sominsky, Michael A. Tanenblatt:
Interactive Exploration of Model-Based Automatically Extracted Data.
967-970
Electronic Edition (link) BibTeX
- Rikard König, Ulf Johansson, Lars Niklasson:
G-REX: A Versatile Framework for Evolutionary Data Mining.
971-974
Electronic Edition (link) BibTeX
- Thales Sehn Korting, Leila Maria Garcia Fonseca, Maria Isabel Sobral Escada, Felipe Castro da Silva, Marcelino Pereira dos Santos Silva:
GeoDMA - A Novel System for Spatial Data Mining.
975-978
Electronic Edition (link) BibTeX
- Alberto Messina:
Automatic Multimodal Aggregation of News from Television and the Web.
979-982
Electronic Edition (link) BibTeX
- Fabio Fumarola, Eliana Salvemini, Donato Malerba:
A KDD Platform Based on the Application Service Provider Paradigm.
983-986
Electronic Edition (link) BibTeX
- Hetal Thakkar, Barzan Mozafari, Carlo Zaniolo:
A Data Stream Mining System.
987-990
Electronic Edition (link) BibTeX
Copyright © Sat May 16 23:18:53 2009
by Michael Ley (ley@uni-trier.de)