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1.

電子ブック

EB
Peyman Faratin, Takeo Kanade, Juan A. Rodríguez-Aguilar, Association for Computing Machinery-Digital Library.
出版情報: ACM Digital Library Proceedings , Springer Berlin / Heidelberg, 2005
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2.

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EB
Xue Li, Takeo Kanade, Zhan-huai Li, Zhanhuai Li, Osmar R. Zaïane
出版情報: Springer eBooks Computer Science , Springer Berlin / Heidelberg, 2006
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Invited Papers
Warehousing and Mining Massive RFID Data Sets / Jiawei Han ; Hector Gonzalez ; Xiaolei Li ; Diego Klabjan
Self-organising Map Techniques for Graph Data Applications to Clustering of XML Documents / A.C. Tsoi ; M. Hagenbuchner ; A. Sperduti
Finding Time Series Discords Based on Haar Transform / Ada Wai-chee Fu ; Oscar Tat-Wing Leung ; Eamonn Keogh ; Jessica Lin
Learning with Local Drift Detection / Joao Gama ; Gladys Castillo
Association Rules
A Fast Algorithm for Maintenance of Association Rules in Incremental Databases / Xin Li ; Zhi-Hong Deng ; Shiwei Tang
Extending OLAP with Fuzziness for Effective Mining of Fuzzy Multidimensional Weighted Association Rules / Mehmet Kaya ; Reda Alhajj
Incremental Maintenance of Association Rules Based on Multiple Previously Mined Results / Zhuohua Duan ; Zixing Cai ; Yan Lv
Mining and Validation of Localized Frequent Web Access Patterns with Dynamic Tolerance / Olfa Nasraoui ; Suchandra Goswami
S A-IFIM: Incrementally Mining Frequent Itemsets in Update Distorted Databases / Jinlong Wang ; Congfu Xu ; Hongwei Dan ; Yunhe Pan
Study of Positive and Negative Association Rules Based on Multi-confidence and Chi-Squared Test / Xiangjun Dong ; Fengrong Sun ; Xiqing Han ; Ruilian Hou
Efficiently Mining Maximal Frequent Mutually Associated Patterns / Zhongmei Zhou ; Zhaohui Wu ; Chunshan Wang ; Yi Feng
Efficiently Mining Mutually and Positively Correlated Patterns
Classification
ComEn V prs: A Novel Approach for Inducing Decision Tree Classifiers / Shuqin Wang ; Jinmao Wei ; Junping You ; Dayou Liu
Towards a Rough Classification of Business Travelers / Rob Law ; Thomas Bauer ; Karin Weber ; Tony Tse
Feature Extraction Based on Optimal Discrimination Plane in ECG Signal Classification / Dingfei Ge ; Xiao Qu
Music Style Classification with a Novel Bayesian Model / Yatong Zhou ; Taiyi Zhang ; Jiancheng Sun
Classification of Polarimetric SAR Data Based on Multidimensional Watershed Clustering / Wen Yang ; Hao Wang ; Yongfeng Cao ; Haijian Zhang
An Effective Combination Based on Class-Wise Expertise of Diverse Classifiers for Predictive Toxicology Data Mining / Daniel Neagu ; Gongde Guo ; Shanshan Wang
Robust Collective Classification with Contextual Dependency Network Models / Yonghong Tian ; Tiejun Huang ; Wen Gao
User-Centered Image Semantics Classification / Hongli Xu ; De Xu ; Fangshi Wang
A Performance Study of Gaussian Kernel Classifiers for Data Mining Applications / Miyoung Shin
TTLSC - Transductive Total Least Square Model for Classification and Its Application in Medicine / Qun Song ; Tian Min Ma ; Nikola Kasabov
Forecasting Electricity Market Price Spikes Based on Bayesian Expert with Support Vector Machines / Wei Wu ; Jianzhong Zhou ; Li Mo ; Chengjun Zhu
Integrating Local One-Class Classifiers for Image Retrieval / Yiqing Tu ; Gang Li ; Honghua Dai
Incremental Discretization for Naive-Bayes Classifier / Jingli Lu ; Ying Yang ; Geoffrey I. Webb
Distance Guided Classification with Gene Expression Programming / Lei Duan ; Changjie Tang ; Tianqing Zhang ; Dagang Wei ; Huan Zhang
Research on Multi-valued and Multi-labeled Decision Trees / Hong Li ; Rui Zhao ; Jianer Chen ; Yao Xiang
Clustering
A Spatial Clustering Algorithm Based on SOFM / Zhong Qu ; Lian Wang
Mining Spatial-temporal Clusters from Geo-databases / Min Wang ; Aiping Wang ; Anbo Li
A Fuzzy Subspace Algorithm for Clustering High Dimensional Data / Guojun Gan ; Jianhong Wu ; Zijiang Yang
Robust Music Information Retrieval on Mobile Network Based on Multi-Feature Clustering / Won-Jung Yoon ; Sanghun Oh ; Kyu-Sik Park
Joint Cluster Based Co-clustering for Clustering Ensembles / Tianming Hu ; Liping Liu ; Chao Qu ; Sam Yuan Sung
Mining Gait Pattern for Clinical Locomotion Diagnosis Based on Clustering Techniques / Guandong Xu ; Yanchun Zhang ; Rezaul Begg
Combining Multiple Clusterings Via k-Modes Algorithm / Huilan Luo ; Fansheng Kong ; Yixiao Li
HOV[superscript 3]: An Approach to Visual Cluster Analysis / Ke-Bing Zhang ; Mehmet A. Orgun ; Kang Zhang
A New Fuzzy Co-clustering Algorithm for Categorization of Datasets with Overlapping Clusters / William-Chandra Tjhi ; Lihui Chen
Quantum-Behaved Particle Swarm Optimization Clustering Algorithm / Jun Sun ; Wenbo Xu ; Bin Ye
Clustering Mixed Data Based on Evidence Accumulation
Mining Maximal Local Conserved Gene Clusters from Microarray Data / Yuhai Zhao ; Guoren Wang ; Ying Yin ; Guangyu Xu
Novel Algorithms
A Novel P2P Information Clustering and Retrieval Mechanism / Huaxiang Zhang ; Peide Liu
Keeping Track of Customer Life Cycle to Build Customer Relationship / Sung Ho Ha ; Sung Min Bae
Mining of Flexible Manufacturing System Using Work Event Logs and Petri Nets / Hesuan Hu ; Zhiwu Li ; Anrong Wang
Improved Genetic Algorithm for Multiple Sequence Alignment Using Segment Profiles (GASP) / Yanping Lv ; Shaozi Li ; Changle Zhou ; Wenzhong Guo ; Zhengming Xu
A Novel Visual Clustering Algorithm for Finding Community in Complex Network / Shuzhong Yang ; Siwei Luo ; Jianyu Li
Self-Organizing Network Evolving Model for Mining Network Community Structure / Bo Yang
An Interactive Visualization Environment for Data Exploration Using Points of Interest / David Da Costa ; Gilles Venturini
Forecasting the Volatility of Stock Price Index / Tae Hyup Roh
ExMiner: An Efficient Algorithm for Mining Top-K Frequent Patterns / Tran Minh Quang ; Shigeru Oyanagi ; Katsuhiro Yamazaki
Learning Bayesian Networks Structure with Continuous Variables / Shuang-Cheng Wang ; Xiao-Lin Li ; Hai-Yan Tang
A Unified Strategy of Feature Selection / Peng Liu ; Naijun Wu ; Jiaxian Zhu ; Junjie Yin ; Wei Zhang
Experimental Comparison of Feature Subset Selection Using GA and ACO Algorithm / Keunjoon Lee ; Jinu Joo ; Jihoon Yang ; Vasant Honavar
OMVD: An Optimization of MVD / Zhi He ; Shengfeng Tian ; Houkuan Huang
ZED: Explaining Temporal Variations in Query Volume / Maojin Jiang ; Shlomo Argamon ; Abdur Chowdhury ; Kush Sidhu
An Effective Multi-level Algorithm for Bisecting Graph / Ming Leng ; Songnian Yu
A New Polynomial Time Algorithm for Bayesian Network Structure Learning / Sanghack Lee ; Sungyong Park
Personalized Recommendation Based on Partial Similarity of Interests / Ming-Hua Yang ; Zhi-Min Gu
A Fast Implementation of the EM Algorithm for Mixture of Multinomials / Jan Peter Patist
A Novel Approach to Pattern Recognition Based on PCA-ANN in Spectroscopy / Xiaoli Li ; Yong He
Semi-supervised Dynamic Counter Propagation Network / Yao Chen ; Yuntao Qian
The Practical Method of Fractal Dimensionality Reduction Based on Z-Ordering Technique / Guanghui Yan ; Zhanhuai Li ; Liu Yuan
Feature Selection for Complex Patterns / Peter Schenkel ; Wanqing Li ; Wanquan Liu
Naive Bayesian Tree Pruning by Local Accuracy Estimation / Zhipeng Xie
A New Visualization Method for Patent Map: Application to Ubiquitous Computing Technology / Jong Hwan Suh ; Sang Chan Park
Local Linear Logistic Discriminant Analysis with Partial Least Square Components / Jangsun Baek ; Young Sook Son
Activity Mining: Challenges and Prospects / Longbing Cao
Finding the Optimal Cardinality Value for Information Bottleneck Method / Dong Liu ; Yangdong Ye
A New Algorithm for Enumerating All Maximal Cliques in Complex Network / Li Wan ; Bin Wu ; Nan Du ; Qi Ye ; Ping Chen
Modeling and Mining the Rule Evolution / Ding Pan
Knowledge Reduction in Inconsistent Decision Tables / Qihe Liu ; Leiting Chen ; Jianzhong Zhang ; Fan Min
Text Mining
Semantic Scoring Based on Small-World Phenomenon for Feature Selection in Text Mining / Chong Huang
A Comparative Study on Text Clustering Methods / Yan Zheng ; Xiaochun Cheng ; Ronghuai Huang ; Yi Man
Concept Based Text Classification Using Labeled and Unlabeled Data / Ping Gu ; Qingsheng Zhu ; Xiping He
Learning Semantic User Profiles from Text / M. Degemmis ; P. Lops ; G. Semeraro
Multimedia Mining
Audiovisual Integration for Racquet Sports Video Retrieval / Yaqin Zhao ; Xianzhong Zhou ; Guizhong Tang
A Correlation Approach for Automatic Image Annotation / David R. Hardoon ; Craig Saunders ; Sandor Szedmak ; John Shawe-Taylor
Sequential Data Mining and Time Series Mining
Fast Discovery of Time-Constrained Sequential Patterns Using Time-Indexes / Ming-Yen Lin ; Sue-Chen Hsueh ; Chia-Wen Chang
Multi-dimensional Sequential Pattern Mining Based on Concept Lattice / Yang Jin ; Wanli Zuo
Mining Time-Delayed Coherent Patterns in Time Series Gene Expression Data / Linjun Yin ; Keming Mao
Mining Delay in Streaming Time Series of Industrial Process / Haijie Gu ; Gang Rong
Segmental Semi-Markov Model Based Online Series Pattern Detection Under Arbitrary Time Scaling / Guangjie Ling ; Sen Jia
Diagnosis of Inverter Faults in PMSM DTC Drive Using Time-Series Data Mining Technique / Dan Sun ; Jun Meng ; Zongyuan He
Applications of Data Mining Time Series to Power Systems Disturbance Analysis / Zhiyong Li
Mining Compressed Sequential Patterns / Lei Chang ; Dongqing Yang ; Tengjiao Wang
Effective Feature Preprocessing for Time Series Forecasting / Jun Hua Zhao ; Zhao Yang Dong ; Zhao Xu
On Similarity of Financial Data Series Based on Fractal Dimension / Jian-rong Hou ; Hui Zhao ; Pei Huang
Web Mining
A Hierarchical Model of Web Graph / Jie Han ; Yong Yu ; Chenxi Lin ; Dingyi Han ; Gui-Rong Xue
Web Scale Competitor Discovery Using Mutual Information / Rui Li ; Shenghua Bao ; Jin Wang ; Yuanjie Liu
Biomedical Mining
Co-expression Gene Discovery from Microarray for Integrative Systems Biology / Yutao Ma ; Yonghong Peng
Cardiovascular Disease Diagnosis Method by Emerging Patterns / Heon Gyu Lee ; Kiyong Noh ; Bum Ju Lee ; Ho-Sun Shon ; Keun Ho Ryu
DNA Microarray Data Clustering by Hidden Markov Models and Bayesian Information Criterion / Phasit Charoenkwan ; Aompilai Manorat ; Jeerayut Chaijaruwanich ; Sukon Prasitwattanaseree ; Sakarindr Bhumiratana
Application of Factor Analysis on Mycobacterium Tuberculosis Transcriptional Responses for Drug Clustering, Drug Target, and Pathway Detections / Jamlong Khamphachua ; Saradee Warit ; Prasit Palittapongarnpim
First Steps to an Audio Ontology-Based Classifier for Telemedicine / Cong Phuong Nguyen ; Ngoc Yen Pham ; Eric Castelli
Obstacles and Misunderstandings Facing Medical Data Mining / Ashkan Sami
SVM-Based Tumor Classification with Gene Expression Data / Shulin Wang ; Ji Wang ; Huowang Chen ; Boyun Zhang
GEPCLASS: A Classification Rule Discovery Tool Using Gene Expression Programming / Wagner R. Weinert ; Heitor S. Lopes
Advanced Applications
CBR-Based Knowledge Discovery on Results of Evolutionary Design of Logic Circuits / Shuguang Zhao ; Mingying Zhao ; Jin Li ; Change Wang
Data Summarization Approach to Relational Domain Learning Based on Frequent Pattern to Support the Development of Decision Making / Rayner Alfred ; Dimitar Kazakov
Extreme Value Dependence in Problems with a Changing Causation Structure / Marlon Nunez ; Rafael Morales
A Study on Object Recognition Technology Using PCA in the Variable Illumination / Jong-Min Kim ; Hwan-Seok Yang
Pattern Recurring in Three-Dimensional Graph Based on Data Mining / Yanbing Liu ; Menghao Wang
Mining the Useful Skyline Set Based on the Acceptable Difference / Zhenhua Huang ; Wei Wang
Modeling Information-Sharing Behaviors in BitTorrent System Based on Real Measurement / Jinkang Jia ; Changjia Chen
Financial Distress Prediction Based on Similarity Weighted Voting CBR / Jie Sun ; Xiao-Feng Hui
Customer Churn Prediction by Hybrid Model / Jae Sik Lee ; Jin Chun Lee
Base Vector Selection for Kernel Matching Pursuit / Qing Li ; Licheng Jiao
WaveSim Transform for Multi-channel Signal Data Mining Through Linear Regression PCA / R. Pradeep Kumar ; P. Nagabhushan
Research on Query-by-Committee Method of Active Learning and Application / Yue Zhao ; Ciwen Xu ; Yongcun Cao
Traffic Management Genetic Algorithm Supporting Data Mining and QoS in Sensor Networks / Yantao Pan ; Wei Peng ; Xicheng Lu
Comparison of Data Pre-processing in Pattern Recognition of Milk Powder Vis/NIR Spectra / Haiyan Cen ; Yidan Bao ; Min Huang
Semi-automatic Hot Event Detection / Tingling He ; Guozhong Qu ; Siwei Li ; Xinhui Tu ; Yong Zhang ; Han Ren
Security and Privacy Issues
Profile-Based Security Against Malicious Mobile Agents / Hua Li ; Glena Greene ; Rafael Alonso
A Comprehensive Categorization of DDoS Attack and DDoS Defense Techniques / Usman Tariq ; ManPyo Hong ; Kyung-suk Lhee
Structural Analysis and Mathematical Methods for Destabilizing Terrorist Networks Using Investigative Data Mining / Nasrullah Memon ; Henrik Legind Larsen
Alert Correlation Analysis in Intrusion Detection / Moon Sun Shin ; Kyeong Ja Jeong
Spatial Data Mining
OSDM: Optimized Shape Distribution Method / Ryoichi Nagatomi ; Makoto Takahashi ; Takeshi Tokuyama
View-Angle of Spatial Data Mining / Shuliang Wang ; Haning Yuan
Streaming Data Mining
Maintaining Moving Sums over Data Streams / Tzu-Chiang Wu ; Arbee L.P. Chen
MFIS-Mining Frequent Itemsets on Data Streams / Zhi-jun Xie ; Hong Chen ; Cuiping Li
Improving the Performance of Data Stream Classifiers by Mining Recurring Contexts / Yong Wang ; Yang Zhang ; Longbo Zhang ; Yun Jiang
Author Index
Invited Papers
Warehousing and Mining Massive RFID Data Sets / Jiawei Han ; Hector Gonzalez ; Xiaolei Li ; Diego Klabjan
Self-organising Map Techniques for Graph Data Applications to Clustering of XML Documents / A.C. Tsoi ; M. Hagenbuchner ; A. Sperduti
3.

電子ブック

EB
Moonis Ali, Richard Dapoigny, Takeo Kanade
出版情報: Springer eBooks Computer Science , Springer Berlin / Heidelberg, 2006
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4.

電子ブック

EB
Luc Lamontagne, Takeo Kanade, Luc D. Lamontagne, Mario Marchand
出版情報: Springer eBooks Computer Science , Springer Berlin / Heidelberg, 2006
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5.

電子ブック

EB
Grigoris Antoniou, Takeo Kanade, Dimitris Plexousakis, George Potamias, Costas Spyropoulos
出版情報: Springer eBooks Computer Science , Springer Berlin / Heidelberg, 2006
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6.

電子ブック

EB
Zhigeng Pan, Adrian Cheok, Michael Haller, Takeo Kanade, Rynson W. H. Lau, Ronghua Liang, Hideo Saito
出版情報: Springer eBooks Computer Science , Springer Berlin Heidelberg, 2006
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7.

電子ブック

EB
Thomas R. Roth-Berghofer, Mehmet H. Göker, H. Altay Güvenir, Halil Altay Güvenir, Takeo Kanade
出版情報: Springer eBooks Computer Science , Springer Berlin Heidelberg, 2006
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Invited Talks
The Fun Begins with Retrieval: Explanation and CBR / Edwina L. Rissland
Completeness Criteria for Retrieval in Recommender Systems / David McSherry
Is Consideration of Background Knowledge in Data Driven Solutions Possible at All? / Gholamreza Nakhaeizadeh
Reality Meets Research / Stefan Wess
Research Papers
Multi-agent Case-Based Reasoning for Cooperative Reinforcement Learners / Thomas Gabel ; Martin Riedmiller
Retrieving and Reusing Game Plays for Robot Soccer / Raquel Ros ; Manuela Veloso ; Ramon Lopez de Mantaras ; Carles Sierra ; Josep Lluis Arcos
Self-organising Hierarchical Retrieval in a Case-Agent System / Ian Watson ; Jens Trotzky
Cobras: Cooperative CBR System for Bibliographical Reference Recommendation / Hager Karoui ; Rushed Kanawati ; Laure Petrucci
A Knowledge-Light Approach to Regression Using Case-Based Reasoning / Neil McDonnell ; Padraig Cunningham
Case-Base Maintenance for CCBR-Based Process Evolution / Barbara Weber ; Manfred Reichert ; Werner Wild
Evaluating CBR Systems Using Different Data Sources: A Case Study / Mingyang Gu ; Agnar Aamodt
Decision Diagrams: Fast and Flexible Support for Case Retrieval and Recommendation / Ross Nicholson ; Derek Bridge ; Nic Wilson
Case-Based Reasoning for Knowledge-Intensive Template Selection During Text Generation / Raquel Hervas ; Pablo Gervas
Rough Set Feature Selection Algorithms for Textual Case-Based Classification / Kalyan Moy Gupta ; David W. Aha ; Philip G. Moore
Experience Management with Case-Based Assistant Systems / Mirjam Minor
The Needs of the Many: A Case-Based Group Recommender System / Kevin McCarthy ; Lorraine McGinty ; Barry Smyth ; Maria Salamo
Contextualised Ambient Intelligence Through Case-Based Reasoning / Anders Kofod-Petersen
Improving Annotation in the Semantic Web and Case Authoring in Textual CBR / Juan A. Recio-Garcia ; Marco Antonio Gomez-Martin ; Belen Diaz-Agudo ; Pedro A. Gonzalez-Calero
Unsupervised Case Memory Organization: Analysing Computational Time and Soft Computing Capabilities / Albert Fornells ; Herrera Elisabet ; Golobardes i Ribe ; David Vernet Bellet ; Guiomar Corral Torruella
Further Experiments in Case-Based Collaborative Web Search / Jill Freyne
Finding Similar Deductive Consequences - A New Search-Based Framework for Unified Reasoning from Cases and General Knowledge / Ralph Bergmann ; Babak Mougouie
Case-Based Sequential Ordering of Songs for Playlist Recommendation / Claudio Baccigalupo ; Enric Plaza
A Comparative Study of Catalogue-Based Classification / Petra Perner
Ontology-Driven Development of Conversational CBR Systems / Hector Gomez-Gauchia ; Pedro Gonzalez-Calero
Complexity Profiling for Informed Case-Base Editing / Stewart Massie ; Susan Craw ; Nirmalie Wiratunga
Unsupervised Feature Selection for Text Data / Robert Lothian
Combining Case-Based and Similarity-Based Product Recommendation / Armin Stahl
On the Use of Selective Ensembles for Relevance Classification in Case-Based Web Search / Maurice Coyle
What Evaluation Criteria Are Right for CCBR? Considering Rank Quality / Steven Bogaerts ; David B. Leake
Fast Case Retrieval Nets for Textual Data / Sutanu Chakraborti ; Amandine Orecchioni ; Stuart Watt
Combining Multiple Similarity Metrics Using a Multicriteria Approach / Luc Lamontagne ; Irene Abi-Zeid
Case Factory - Maintaining Experience to Learn / Klaus-Dieter Althoff ; Alexandre Hanft ; Martin Schaaf
Retrieval over Conceptual Structures / Pablo Beltran-Ferruz ; Oscar Lagerquist
An Analysis on Transformational Analogy: General Framework and Complexity / Vithal Kuchibatla ; Hector Munoz-Avila
Discovering Knowledge About Key Sequences for Indexing Time Series Cases in Medical Applications / Peter Funk ; Xiong Ning
Application Papers
Case-Based Reasoning for Autonomous Service Failure Diagnosis and Remediation in Software Systems / Stefania Montani ; Cosimo Anglano
Tracking Concept Drift at Feature Selection Stage in SpamHunting: An Anti-spam Instance-Based Reasoning System / Jose Ramon ; Mendez Reboredo ; Florentino Fernandez-Riverola ; Eva Lorenzo Iglesias ; Fernando Diaz Gomez ; Juan Manuel Corchado
Case-Based Support for Collaborative Business / Andrea Fressmann ; Kerstin Maximini ; Rainer Maximini ; Thomas Sauer
A CBR-Based Approach for Supporting Consulting Agencies in Successfully Accompanying a Customer's Introduction of Knowledge Management / Mark Hefke ; Andreas Abecker
The PwC Connection Machine: An Adaptive Expertise Provider / Mehmet H. Goker ; Cynthia Thompson ; Simo Arajarvi ; Kevin Hua
Author Index
Invited Talks
The Fun Begins with Retrieval: Explanation and CBR / Edwina L. Rissland
Completeness Criteria for Retrieval in Recommender Systems / David McSherry
8.

電子ブック

EB
Achim Hoffmann, Takeo Kanade, Byeong-ho Kang, Debbie Richards, Shusaku Tsumoto
出版情報: Springer eBooks Computer Science , Springer Berlin Heidelberg, 2006
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9.

電子ブック

EB
Wee-Keong Ng, Kuiyu Chang, Takeo Kanade, Masaru Kitsuregawa, Jianzhong Li
出版情報: Springer eBooks Computer Science , Springer Berlin / Heidelberg, 2006
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10.

電子ブック

EB
Daniel S. Yeung, Takeo Kanade, Zhi-Qiang Liu, Xi-Zhao Wang, Hong Yan
出版情報: Springer eBooks Computer Science , Springer Berlin / Heidelberg, 2006
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