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8th 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, ISBN 978-0-7695-3503-6
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 - Zhibo Chen, Carlos Ordonez, Kai Zhao:
Comparing Reliability of Association Rules and OLAP Statistical Tests. 8-17 - Wei Jiang, Min Yao, Jiekai Yu:
Research on Methodology of Classification Mining for Tumor Markers. 18-26 - Lian Liu, Jie Wang, Jun Zhang:
Wavelet-Based Data Perturbation for Simultaneous Privacy-Preserving and Statistics-Preserving. 27-35 - Pedro Pereira Rodrigues
Online Reliability Estimates for Individual Predictions in Data Streams. 36-45 - Chris Seiffert, Taghi M. Khoshgoftaar, Jason Van Hulse, Amri Napolitano:
A Comparative Study of Data Sampling and Cost Sensitive Learning. 46-52 - J. van Prehn, Evgueni N. Smirnov:
Region Classification with Decision Trees. 53-59 - Ke Wang
A Study on the Reliability of Case-Based Reasoning Systems. 60-68 - Honghua Dai:
A Case Study on Classification Reliability. 69-73
Workshop on Domain Driven Data Mining (DDDM 2008)
- Longbing Cao
Domain Driven Data Mining (D3M). 74-76 - Jérémy Besson, Christophe Rigotti, Ieva Mitasiunaite, Jean-François Boulicaut:
Parameter Tuning for Differential Mining of String Patterns. 77-86 - Longbing Cao
Behavior Informatics and Analytics: Let Behavior Talk. 87-96 - Nicolas Chapados, Charles Dugas, Pascal Vincent, Réjean Ducharme:
Scoring Models for Insurance Risk Sharing Pool Opimization. 97-105 - Depin Chen, Jun Yan, Gang Wang, Yan Xiong, Weiguo Fan
TransRank: A Novel Algorithm for Transfer of Rank Learning. 106-115 - Yang Zhang, Xue Li
One-Class Classification of Text Streams with Concept Drift. 116-125 - Claudia Marinica
Post-Processing of Discovered Association Rules Using Ontologies. 126-133 - Patrick Meulstee, Mykola Pechenizkiy
Food Sales Prediction: "If Only It Knew What We Know". 134-143 - Bogdan Tomoyuki Nassu, Takashi Nanya, Hiroshi Nakamura
Discovering Implicit Redundancies in Network Communications for Detecting Inconsistent Values. 144-153 - Olivier Thonnard, Marc Dacier
Actionable Knowledge Discovery for Threats Intelligence Support Using a Multi-dimensional Data Mining Methodology. 154-163 - 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
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 - Michelangelo Ceci
Hierarchical Text Categorization in a Transductive Setting. 184-191 - Fabrizio Costa
Towards Combining Structured Pattern Mining and Graph Kernels. 192-201 - Stefano Ferilli, Marenglen Biba, Teresa Maria Altomare Basile
k-Nearest Neighbor Classification on First-Order Logic Descriptions. 202-210 - Germain Forestier
Semi-supervised Collaborative Clustering with Partial Background Knowledge. 211-217 - Thomas Guyet
Mining Temporal Patterns with Quantitative Intervals. 218-227 - S. Vahid Jazayeri, Osmar R. Zaïane:
Plant Protein Localization Using Discriminative and Frequent Partition-Based Subsequences. 228-237 - YongChul Kwon, Wing Yee Lee, Magdalena Balazinska, Guiping Xu:
Clustering Events on Streams Using Complex Context Information. 238-247 - Corrado Loglisci
Discovering Triggering Events from Longitudinal Data. 248-256 - Yosr Naïja, Salem Chakhar, Kaouthar Blibech, Riadh Robbana:
Extension of Partitional Clustering Methods for Handling Mixed Data. 257-266 - Tomasz Nykiel, Henryk Rybinski
Word Sense Discovery for Web Information Retrieval. 267-274 - Tomonobu Ozaki, Takenao Ohkawa:
Mining Correlated Pairs of Patterns in Multidimensional Structured Databases. 275-282 - Zbigniew W. Ras, Agnieszka Dardzinska
Association Action Rules. 283-290 - Kiri L. Wagstaff
Multiple-Instance Regression with Structured Data. 291-300 - Tsubasa Yamamoto, Tomonobu Ozaki, Takenao Ohkawa:
Discovery of Internal and External Hyperclique Patterns in Complex Graph Databases. 301-309 - Cynthia Xin Zhang, Wenxin Jiang, Zbigniew W. Ras:
Harmonic Blind Sound Source Isolation Enhanced by Spectrum Clustering. 310-319
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 - Annalisa Appice
Geographic Knowledge Discovery in INGENS: An Inductive Database Perspective. 326-331 - Sandro Bimonte, Jérôme Gensel
Enriching Spatial OLAP with Map Generalization: a Conceptual Multidimensional Model. 332-341 - Guido Cervone
Risk Assessment of Atmospheric Hazard Releases Using K-Means Clustering. 342-348 - Haibin Cheng, Pang-Ning Tan
A Robust Graph-Based Algorithm for Detection and Characterization of Anomalies in Noisy Multivariate Time Series. 349-358 - Matthew W. Collier, Amy McGovern:
Kernels for the Investigation of Localized Spatiotemporal Transitions of Drought with Support Vector Machines. 359-368 - Surya S. Durbha, Roger L. King, Nicolas H. Younan, Santosh A. Rajender, Shruthi Bheemireddy:
Standards-Based Coastal Sensor Web. 369-374 - Conny Franke, Michael Gertz:
Detection and Exploration of Outlier Regions in Sensor Data Streams. 375-384 - Auroop R. Ganguly, Karsten Steinhaeuser:
Data Mining for Climate Change and Impacts. 385-394 - Leticia I. Gómez, Alejandro A. Vaisman:
RE-SPaM: Using Regular Expressions for Sequential Pattern Mining in Trajectory Databases. 395-398 - Jiangfeng He, Qinming He, Feng Qian, Qi Chen:
Incremental Maintenance of Discovered Spatial Colocation Patterns. 399-407 - Constantin Jucovschi, Peter Baumann
Speeding up Array Query Processing by Just-In-Time Compilation. 408-413 - Habil Kalkan
Extraction of Discriminative Features from Hyperspectral Data. 414-419 - Thomas Liebig
Scalable Sparse Bayesian Network Learning for Spatial Applications. 420-425 - 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 - Ning Liu, Jun Yan, Shuicheng Yan, Weiguo Fan
Web Query Prediction by Unifying Model. 436-441 - Michael May, Dirk Hecker
A Vector-Geometry Based Spatial kNN-Algorithm for Traffic Frequency Predictions. 442-447 - James Rosswog, Kanad Ghose:
Detecting and Tracking Spatio-temporal Clusters with Adaptive History Filtering. 448-457 - Ranga Raju Vatsavai, Shashi Shekhar, Budhendra L. Bhaduri:
A Semi-supervised Learning Algorithm for Recognizing Sub-classes. 458-467
Workshop on High Performance Data Mining (HPDM 2008)
- Alan Ratner:
Mining Unstructured Text at Gigabyte per Second Speeds. 468-476 - Jie Ouyang, Nilesh V. Patel, Ishwar K. Sethi
Chi-Square Test Based Decision Trees Induction in Distributed Environment. 477-485 - Eugenio Cesario
Distributed Data Mining Models as Services on the Grid. 486-495 - Marco Lackovic, Domenico Talia
Service Oriented KDD: A Framework for Grid Data Mining Workflows. 496-505 - Christoph Weyerhaeuser, Tobias Mindnich, Franz Faerber, Wolfgang Lehner:
Exploiting Graphic Card Processor Technology to Accelerate Data Mining Queries in SAP NetWeaver BIA. 506-515 - B. N. Ranganath, M. Narasimha Murty:
Stream-Close: Fast Mining of Closed Frequent Itemsets in High Speed Data Streams. 516-525 - Baoying Wang, Qin Ding, Imad Rahal:
Parallel Hierarchical Clustering on Market Basket Data. 526-532 - Sasi K. Pitchaimalai, Carlos Ordonez, Carlos Garcia-Alvarado:
Efficient Distance Computation Using SQL Queries and UDFs. 533-542 - Haimonti Dutta, Hillol Kargupta:
Distributed Linear Programming and Resource Management for Data Mining in Distributed Environments. 543-552 - Gábor Takács, István Pilászy, Bottyán Németh, Domonkos Tikk:
Investigation of Various Matrix Factorization Methods for Large Recommender Systems. 553-562
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 - Bin Shen, Min Yao, Zhaohui Wu:
Rules Extraction from Multiple Decisions Ordered Information Tables. 573-582 - Chia-Ying Hsieh, Don-Lin Yang
An Efficient Sequential Pattern Mining Algorithm Based on the 2-Sequence Matrix. 583-591 - Yanbo J. Wang, Xinwei Zheng, Frans Coenen
Mining Allocating Patterns in One-Sum Weighted Items. 592-598 - Jan Rauch:
Remarks to Logical Aspects of Measures of Interestingness of Association Rules. 599-608 - Carlos Ordonez, Kai Zhao, Zhibo Chen:
Bounding and Estimating Association Rule Support from Clusters on Binary Data. 609-618 - Li-Shiang Tsay, Zbigniew W. Ras, Seunghyun Im:
Reclassification Rules. 619-627 - Tuan-Fang Fan, Churn-Jung Liau, Tsau Young Lin, Karen Lee:
A Logical Formulation of the Granular Data Model. 628-634 - Xiaoyan Liu, Xindong Wu, Huaiqing Wang, Yingfeng Wang:
Multilayer Change-Point Detection on Stock Order Flows by Wavelet Transformation. 635-642 - Shusaku Tsumoto, Shoji Hirano:
Statistical Independence and Contingency Matrix. 643-648 - Chun-Wei Lin
An FUSP-Tree Maintenance Algorithm for Record Modification. 649-653 - Meghana Deodhar, Joydeep Ghosh, Gunjan Gupta, Hyuk Cho, Inderjit S. Dhillon:
Hunting for Coherent Co-clusters in High Dimensional and Noisy Datasets. 654-663 - Daniel Sánchez, María J. Martín-Bautista
Text Knowledge Mining: An Alternative to Text Data Mining. 664-672 - Andrew Foss, Osmar R. Zaïane:
Estimating True and False Positive Rates in Higher Dimensional Problems and Its Data Mining Applications. 673-681 - Michael Davy, Saturnino Luz
An Adaptive Pre-filtering Technique for Error-Reduction Sampling in Active Learning. 682-691 - Benoît Depaire
ARUBAS: An Association Rule Based Similarity Framework for Associative Classifiers. 692-699 - Fani A. Tzima, Pericles A. Mitkas:
ZCS Revisited: Zeroth-Level Classifier Systems for Data Mining. 700-709 - Airel Pérez Suárez, José Francisco Martínez Trinidad
A New Graph-Based Algorithm for Clustering Documents. 710-719 - Xia Ning, George Karypis
The Set Classification Problem and Solution Methods. 720-729
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 - Shiliang Sun:
Semantic Features for Multi-view Semi-supervised and Active Learning of Text Classification. 731-735 - Yulan He
Ontology-Based Protein-Protein Interactions Extraction from Literature Using the Hidden Vector State Model. 736-743 - 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 - Pance Panov
OntoDM: An Ontology of Data Mining. 752-760 - Claudia Diamantini
Semantic Annotation and Services for KDD Tools Sharing and Reuse. 761-770 - José Luis Ambite
Exploiting Data Semantics to Discover, Extract, and Model Web Sources. 771-779
Workshop on Data Mining for Design and Marketing (DMDM 2008)
- Michele Gorgoglione, Cosimo Palmisano, Sabrina Lombardi:
Using Contextual Information to Decrease the Cost of Incorrect Predictions in On-line Customer Behavior Modeling. 780-788 - Motoi Iwashita, Ken Nishimatsu, Shinsuke Shimogawa:
Semantic Analysis Method for Unstructured Data in Telecom Services. 789-795 - Maria Francesca Faraone, Michele Gorgoglione, Cosimo Palmisano:
Using Contextual Information in Transactional Segmentation: An Empirical Study in E-Commerce. 796-805 - Meghana Deodhar, Joydeep Ghosh:
Simultaneous Co-segmentation and Predictive Modeling for Large, Temporal Marketing Data. 806-815 - Yoko Nishihara, Wataru Sunayama:
Title-Composing Support System for Reaching New Audiences. 816-822 - Yukio Ohsawa, Yoshiharu Maeno, Akihiro Takaichi, Yoko Nishihara:
Innovation Game as Workplace for Sensing Values in Design and Market. 823-828 - Katsutoshi Yada:
Character String Analysis and Customer Path in Stream Data. 829-836 - Abraham Bagherjeiran, Rajesh Parekh:
Combining Behavioral and Social Network Data for Online Advertising. 837-846
Workshop on Video Mining (VM 2008)
- Peijiang Yuan, Bo Zhang, Jianmin Li:
Semantic Concept Learning through Massive Internet Video Mining. 847-853 - Teng Li, Tao Mei, In-So Kweon, Xian-Sheng Hua:
VideoM: Multi-video Synopsis. 854-861 - Yan Chen, Qiang Wu
Human Action Recognition by Radon Transform. 862-868 - Panpan Huang, Yunhong Wang, Ming Shao:
A New Method for Multi-view Face Clustering in Video Sequence. 869-873 - Tongwei Ren, Yan Liu, Gangshan Wu:
Full-Reference Quality Assessment for Video Summary. 874-883 - Alex Po Leung, Peter Auer:
An Efficient Search Algorithm for Content-Based Image Retrieval with User Feedback. 884-890 - Daniel Barbará, Carlotta Domeniconi, Zoran Duric, Maurizio Filippone
Detecting Suspicious Behavior in Surveillance Images. 891-900
Workshop on Analysis of Dynamic Networks (ADN 2008)
- Matthieu Latapy, Clémence Magnien, Frédéric Ouédraogo:
A Radar for the Internet. 901-908 - Ilaria Bordino, Paolo Boldi
Temporal Evolution of the UK Web. 909-918 - Elaheh Kamaliha, Fatemeh Riahi, Vahed Qazvinian, Jafar Adibi:
Characterizing Network Motifs to Identify Spam Comments. 919-928 - 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 - Mayank Lahiri, Arun S. Maiya, Rajmonda Sulo Caceres, Habiba, Tanya Y. Berger-Wolf
The Impact of Structural Changes on Predictions of Diffusion in Networks. 939-948 - William J. Cukierski, David J. Foran:
Using Betweenness Centrality to Identify Manifold Shortcuts. 949-958
Demos
- Hannah Bast, Fabian M. Suchanek, Ingmar Weber
Semantic Full-Text Search with ESTER: Scalable, Easy, Fast. 959-962 - Duen Horng Chau
GRAPHITE: A Visual Query System for Large Graphs. 963-966 - Anni Coden, Igor L. Sominsky, Michael A. Tanenblatt:
Interactive Exploration of Model-Based Automatically Extracted Data. 967-970 - Rikard König, Ulf Johansson, Lars Niklasson:
G-REX: A Versatile Framework for Evolutionary Data Mining. 971-974 - Thales Sehn Körting, Leila Maria Garcia Fonseca
GeoDMA - A Novel System for Spatial Data Mining. 975-978 - Alberto Messina:
Automatic Multimodal Aggregation of News from Television and the Web. 979-982 - Fabio Fumarola, Eliana Salvemini, Donato Malerba
A KDD Platform Based on the Application Service Provider Paradigm. 983-986 - Hetal Thakkar, Barzan Mozafari, Carlo Zaniolo:
A Data Stream Mining System. 987-990
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