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1.

電子ブック

EB
Thomas Barkowsky, Markus Knauff, Gérard Ligozat, Daniel R. Montello, Jörg Siekmann
出版情報: Springer eBooks Computer Science , Springer Berlin Heidelberg, 2007
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2.

電子ブック

EB
Christian Müller, Jörg Siekmann
出版情報: Springer eBooks Computer Science , Springer Berlin Heidelberg, 2007
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目次情報: 続きを見る
Fundamentals / I:
How Is Individuality Expressed in Voice? An Introduction to Speech Production and Description for Speaker Classification / Volker Dellwo ; Mark Huckvale ; Michael Ashby
Speaker Classification Concepts: Past, Present and Future / David R. Hill
Characteristics / II:
Speaker Characteristics / Tanja Schultz
Foreign Accent / Ulrike Gut
Acoustic Analysis of Adult Speaker Age / Susanne Schotz
Speech Under Stress: Analysis, Modeling and Recognition / John H.L. Hansen ; Sanjay Patil
Speaker Characteristics and Emotion Classification / Anton Batliner ; Richard Huber
Emotions in Speech: Juristic Implications / Erik J. Eriksson ; Robert D. Rodman ; Robert C. Hubal
Applications / III:
Application of Speaker Classification in Human Machine Dialog Systems / Felix Burkhardt
Speaker Classification in Forensic Phonetics and Acoustics / Michael Jessen
Forensic Automatic Speaker Classification in the "Coming Paradigm Shift" / Joaquin Gonzalez-Rodriguez ; Daniel Ramos
The Many Roles of Speaker Classification in Speaker Verification and Identification / Judith Markowitz
Methods and Features / IV:
Frame Based Features / Stefan Schacht ; Jacques Koreman ; Christoph Lauer ; Andrew Morris ; Dalei Wu ; Dietrich Klakow
Higher-Level Features in Speaker Recognition / Elizabeth Shriberg
Enhancing Speaker Discrimination at the Feature Level / Andrew C. Morris
Classification Methods for Speaker Recognition / D.E. Sturim ; W.M. Campbell ; D.A. Reynolds
Multi-stream Fusion for Speaker Classification / Izhak Shafran
Evaluation / V:
Evaluations of Automatic Speaker Classification Systems / Alvin F. Martin
An Introduction to Application-Independent Evaluation of Speaker Recognition Systems / David A. van Leeuwen ; Niko Brummer
Author Index
Fundamentals / I:
How Is Individuality Expressed in Voice? An Introduction to Speech Production and Description for Speaker Classification / Volker Dellwo ; Mark Huckvale ; Michael Ashby
Speaker Classification Concepts: Past, Present and Future / David R. Hill
3.

電子ブック

EB
Christian Müller, Jörg Siekmann
出版情報: Springer eBooks Computer Science , Springer Berlin Heidelberg, 2007
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A Study of Acoustic Correlates of Speaker Age / Susanne Schotz ; Christian Muller
The Impact of Visual and Auditory Cues in Age Estimation / Kajsa Amilon ; Joost van de Weijer
Development of a Femininity Estimator for Voice Therapy of Gender Identity Disorder Clients / Nobuaki Minematsu ; Kyoko Sakuraba
Real-Life Emotion Recognition in Speech / Laurence Devillers ; Laurence Vidrascu
Automatic Classification of Expressiveness in Speech: A Multi-corpus Study / Mohammad Shami ; Werner Verhelst
Acoustic Impact on Decoding of Semantic Emotion / Erik J. Eriksson ; Felix Schaeffler ; Kirk P.H. Sullivan
Emotion from Speakers to Listeners: Perception and Prosodic Characterization of Affective Speech / Catherine Mathon ; Sophie de Abreu
Effects of the Phonological Contents on Perceptual Speaker Identification / Kanae Amino ; Takayuki Arai ; Tsutomu Sugawara
Durations of Context-Dependent Phonemes: A New Feature in Speaker Verification / Charl Johannes van Heerden ; Etienne Barnard
Language-Independent Speaker Classification over a Far-Field Microphone / Jerome R. Bellegarda
A Linear-Scaling Approach to Speaker Variability in Poly-segmental Formant Ensembles / Frantz Clermont
Sound Change and Speaker Identity: An Acoustic Study / Gea de Jong ; Kirsty McDougall ; Francis Nolan
Bayes-Optimal Estimation of GMM Parameters for Speaker Recognition / Guillermo Garcia ; Sung-Kyo Jung ; Thomas Eriksson
Speaker Individualities in Speech Spectral Envelopes and Fundamental Frequency Contours / Tatsuya Kitamura ; Masato Akagi
Speaker Segmentation for Air Traffic Control / Michael Neffe ; Tuan Van Pham ; Horst Hering ; Gernot Kubin
Detection of Speaker Characteristics Using Voice Imitation / Elisabeth Zetterholm
Reviewing Human Language Identification / Masahiko Komatsu
Underpinning/nailon/: Automatic Estimation of Pitch Range and Speaker Relative Pitch / Jens Edlund ; Mattias Heldner
Automatic Dialect Identification: A Study of British English / Emmanuel Ferragne ; Francois Pellegrino
ACCDIST: An Accent Similarity Metric for Accent Recognition and Diagnosis / Mark Huckvale
Selecting Representative Speakers for a Speech Database on the Basis of Heterogeneous Similarity Criteria / Sacha Krstulovic ; Frederic Bimbot ; Olivier Boeffard ; Delphine Charlet ; Dominique Fohr ; Odile Mella
Speaker Classification by Means of Orthographic and Broad Phonetic Transcriptions of Speech / Christophe Van Bael ; Hans van Halteren
Author Index
A Study of Acoustic Correlates of Speaker Age / Susanne Schotz ; Christian Muller
The Impact of Visual and Auditory Cues in Age Estimation / Kajsa Amilon ; Joost van de Weijer
Development of a Femininity Estimator for Voice Therapy of Gender Identity Disorder Clients / Nobuaki Minematsu ; Kyoko Sakuraba
4.

電子ブック

EB
Khaled Mellouli, Jörg Siekmann
出版情報: Springer eBooks Computer Science , Springer Berlin Heidelberg, 2007
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5.

電子ブック

EB
Manuel Kauers, Manfred Kerber, Robert Miner, Jörg Siekmann, Wolfgang Windsteiger
出版情報: Springer eBooks Computer Science , Springer Berlin Heidelberg, 2007
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Contributions to Calculemus 2007
Executing in Common Lisp, Proving in ACL2 / Mirian Andres ; Laureano Lamban ; Julio Rubio
A Rational Reconstruction of a System for Experimental Mathematics / Jacques Carette ; William M. Farmer ; Volker Sorge
Context Aware Calculation and Deduction / Amine Chaieb ; Makarius Wenzel
Towards Constructive Homological Algebra in Type Theory / Thierry Coquand and Arnaud Spiwack
What Might "Understand a Function" Mean? / James H. Davenport
Biform Theories in Chiron
Automatic Synthesis of Decision Procedures: A Case Study of Ground and Linear Arithmetic / Predrag Janicic ; Alan Bundy
Certified Computer Algebra on Top of an Interactive Theorem Prover / Cezary Kaliszyk ; Freek Wiedijk
Quantifier Elimination for Approximate Factorization of Linear Partial Differential Operators / Elena Kartashova ; Scott McCallum
Rule-Based Simplification in Vector-Product Spaces / Songxin Liang ; David J. Jeffrey
Contributions to MKM 2007
Mathematics and Scientific Markup / Peter Murray Rust
The On-Line Encyclopedia of Integer Sequences / Neil J.A. Sloane
First Steps on Using OpenMath to Add Proving Capabilities to Standard Dynamic Geometry Systems / Miguel A. Abanades ; Jesus Escribano ; Francisco Botana
Higher Order Proof Reconstruction from Paramodulation-Based Refutations: The Unit Equality Case / Andrea Asperti ; Enrico Tassi
A Framework for Interactive Proof / David Aspinall ; Christoph Luth ; Daniel Winterstein
Supporting User-Defined Notations When Integrating Scientific Text-Editors with Proof Assistance Systems / Serge Autexier ; Armin Fiedler ; Thomas Neumann ; Marc Wagner
Mizar Course in Logic and Set Theory / Ewa Borak ; Anna Zalewska
Using Formal Concept Analysis in Mathematical Discovery / Simon Colton ; Daniel Wagner
Cooperative Repositories for Formal Proofs / Pierre Corbineau
Revisions as an Essential Tool to Maintain Mathematical Repositories / Adam Grabowski ; Christoph Schwarzweller
The Layers of Logiweb / Klaus Grue
Formal Representation of Mathematics in a Dependently Typed Set Theory / Feryal Fulya Horozal ; Chad E. Brown
Restoring Natural Language as a Computerised Mathematics Input Method / Fairouz Kamareddine ; Robert Lamar ; Manuel Maarek ; J.B. Wells
Narrative Structure of Mathematical Texts / Krzysztof Retel
Reexamining the MKM Value Proposition: From Math Web Search to Math Web ReSearch / Andrea Kohlhase ; Michael Kohlhase
Alternative Aggregates in Mizar / Gilbert Lee ; Piotr Rudnicki
An Approach to Mathematical Search Through Query Formulation and Data Normalization / Robert Miner ; Rajesh Munavalli
Extended Formula Normalization for [epsilon]-Retrieval and Sharing of Mathematical Knowledge / Immanuel Normann
Towards Mathematical Knowledge Management for Electrical Engineering / Agnieszka Rowinska-Schwarzweller
Spurious Disambiguation Error Detection / Claudio Sacerdoti Coen ; Stefano Zacchiroli
Methods of Relevance Ranking and Hit-Content Generation in Math Search / Abdou S. Youssef
Author Index
Contributions to Calculemus 2007
Executing in Common Lisp, Proving in ACL2 / Mirian Andres ; Laureano Lamban ; Julio Rubio
A Rational Reconstruction of a System for Experimental Mathematics / Jacques Carette ; William M. Farmer ; Volker Sorge
6.

電子ブック

EB
Malte Helmert, Jörg Siekmann
出版情報: Springer eBooks Computer Science , Springer Berlin Heidelberg, 2008
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目次情報: 続きを見る
Planning Benchmarks / Part I:
The Role of Benchmarks / 1:
Evaluating Planner Performance / 1.1:
Worst-Case Evaluation / 1.1.1:
Average-Case Evaluation / 1.1.2:
Planning Benchmarks Are Important / 1.2:
Theoretical Analyses of Planning Benchmarks / 1.3:
Why Theoretical Analyses Are Useful / 1.3.1:
Published Results on Benchmark Complexity / 1.3.2:
Standard Benchmarks / 1.4:
Summary and Overview / 1.5:
Defining Planning Domains / 2:
Optimization Problems / 2.1:
Minimization Problems / 2.1.1:
Approximation Algorithms / 2.1.2:
Approximation Classes / 2.1.3:
Reductions / 2.1.4:
Formalizing Planning Domains / 2.2:
General Results and Reductions / 2.3:
Upper Bounds / 2.3.1:
Shortest Plan Length / 2.3.2:
Approximation Classes of Limited Interest / 2.3.3:
Relating Planning and (Bounded) Plan Existence / 2.3.4:
Generalization and Specialization / 2.3.5:
The Benchmark Suite / 3:
Defining the Competition Domains / 3.1:
IPC1 Domains / 3.2:
IPC2 Domains / 3.2.2:
IPC3 Domains / 3.2.3:
IPC4 Domains / 3.2.4:
Domains and Domain Families / 3.3:
Transportation and Route Planning / 4:
Transport and Route / 4.1:
The Transport Domain / 4.1.1:
The Route Domain / 4.1.2:
Special Cases and Hierarchy / 4.1.3:
General Results / 4.2:
Plan Existence / 4.3:
Hardness of Optimization / 4.4:
Constant Factor Approximation / 4.5:
Hardness of Constant Factor Approximation / 4.6:
Summary / 4.7:
Beyond Transport and Route / 4.8:
IPC Domains: Transportation and Route Planning / 5:
Gripper / 5.1:
Mystery and Mystery Prime / 5.2:
Logistics / 5.3:
Zenotravel / 5.4:
Depots / 5.5:
Miconic-10 / 5.6:
Rovers / 5.7:
Grid / 5.8:
Driverlog / 5.9:
Airport / 5.10:
IPC Domains: Others / 5.11:
Assembly / 6.1:
Blocksworld / 6.2:
Freecell / 6.3:
Movie / 6.4:
Pipesworld / 6.5:
Promela / 6.6:
PSR / 6.7:
Satellite / 6.8:
Schedule / 6.9:
Conclusions / 6.10:
Ten Conclusions / 7.1:
Going Further / 7.2:
Fast Downward / Part II:
Solving Planning Tasks Hierarchically / 8:
Introduction / 8.1:
Related Work / 8.2:
Causal Graphs and Abstraction / 8.2.1:
Causal Graphs and Unary STRIPS Operators / 8.2.2:
Multi-Valued Planning Tasks / 8.2.3:
Architecture and Overview / 8.3:
Translation / 9:
PDDL and Multi-valued Planning Tasks / 9.1:
Translation Overview / 9.2:
Normalization / 9.3:
Compiling Away Types / 9.3.1:
Simplifying Conditions / 9.3.2:
Simplifying Effects / 9.3.3:
Normalization Result / 9.3.4:
Invariant Synthesis / 9.4:
Initial Candidates / 9.4.1:
Proving Invariance / 9.4.2:
Refining Failed Candidates / 9.4.3:
Examples / 9.4.4:
Grounding / 9.4.5:
Overview of Horn Exploration / 9.5.1:
Generating the Logic Program / 9.5.2:
Translating the Logic Program to Normal Form / 9.5.3:
Computing the Canonical Model / 9.5.4:
Axiom and Operator Instantiation / 9.5.5:
Multi-valued Planning Task Generation / 9.6:
Variable Selection / 9.6.1:
Converting the Initial State / 9.6.2:
Converting Operator Effects / 9.6.3:
Converting Conditions / 9.6.4:
Computing Axiom Layers / 9.6.5:
Generating the Output / 9.6.6:
Performance Notes / 9.7:
Relative Performance Compared to MIPS Translator / 9.7.1:
Absolute Performance / 9.7.2:
Knowledge Compilation / 10:
Overview / 10.1:
Domain Transition Graphs / 10.2:
Causal Graphs / 10.3:
Acyclic Causal Graphs / 10.3.1:
Generating and Pruning Causal Graphs / 10.3.2:
Causal Graph Examples / 10.3.3:
Successor Generators and Axiom Evaluators / 10.4:
Successor Generators / 10.4.1:
Axiom Evaluators / 10.4.2:
Search / 11:
The Causal Graph Heuristic / 11.1:
Conceptual View of the Causal Graph Heurstic / 11.2.1:
Computation of the Causal Graph Heuristic / 11.2.2:
States with Infinite Heuristic Value / 11.2.3:
Helpful Transitions / 11.2.4:
The FF Heuristic / 11.3:
Greedy Best-First Search in Fast Downward / 11.4:
Preferred Operators / 11.4.1:
Deferred Heuristic Evaluation / 11.4.2:
Multi-heuristic Best-First Search / 11.5:
Focused Iterative-Broadening Search / 11.6:
Experiments / 12:
Experiment Design / 12.1:
Benchmark Set / 12.1.1:
Experiment Setup / 12.1.2:
Translation and Knowledge Compilation vs. Search / 12.1.3:
Strips Domains from IPC1-3 / 12.2:
ADL Domains from IPC1-3 / 12.3:
Domains from IPC4 / 12.4:
Conclusions from the Experiment / 12.5:
Discussion / 13:
Major Contributors / 13.1:
Multi-valued Representations / 13.2.1:
Task Decomposition Heuristics / 13.2.2:
Minor Contributions / 13.3:
References / 13.4:
Index
Planning Benchmarks / Part I:
The Role of Benchmarks / 1:
Evaluating Planner Performance / 1.1:
7.

電子ブック

EB
Nuray Aykin, Jörg Siekmann
出版情報: Springer eBooks Computer Science , Springer Berlin Heidelberg, 2007
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8.

電子ブック

EB
Cristina Conati, Kathleen McCoy, Georgios Paliouras, Jörg Siekmann
出版情報: Springer eBooks Computer Science , Springer Berlin Heidelberg, 2007
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9.

電子ブック

EB
Changjie Tang, Nick J. Cercone, Xue Li, Charles X. Ling, Jörg Siekmann, Xiaofang Zhou
出版情報: Springer eBooks Computer Science , Springer Berlin Heidelberg, 2008
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Keynotes
An Introduction to Transfer Learning / Qiang Yang
Autonomy-Oriented Computing (AOC), Self-organized Computability, and Complex Data Mining / Jiming Liu
Regular Papers
Improving Angle Based Mappings / Frank Rehm ; Frank Klawonn
Mining Natural Language Programming Directives with Class-Oriented Bayesian Networks / Manolis Maragoudakis ; Nikolaos Cosmas ; Aristogiannis Garbis
Boosting over Groups and Its Application to Acronym-Expansion Extraction / Weijian Ni ; Yalou Huang ; Dong Li ; Yang Wang
A Genetic-Based Feature Construction Method for Data Summarisation / Rayner Alfred
Suicidal Risk Evaluation Using a Similarity-Based Classifier / S. Chattopadhyay ; P. Ray ; H.S. Chen ; M.B. Lee ; H.C. Chiang
Gene Selection for Cancer Classification Using DCA / Hoai An Le Thi ; Van Vinh Nguyen ; Samir Ouchani
FARS: A Multi-relational Feature and Relation Selection Approach for Efficient Classification / Bo Hu ; Hongyan Liu ; Jun He ; Xiaoyong Du
Enhancing Text Categorization Using Sentence Semantics / Shady Shehata ; Fakhri Karray ; Mohamed Kamel
Mining Evolving Web Sessions and Clustering Dynamic Web Documents for Similarity-Aware Web Content Management / Jitian Xiao
Data Quality in Privacy Preservation for Associative Classification / Nattapon Harnsamut ; Juggapong Natwichai ; Xingzhi Sun ; Xue Li
Timeline Analysis of Web News Events / Jiangtao Qiu ; Chuan Li ; Shaojie Qiao ; Taiyong Li ; Jun Zhu
Analysis of Alarm Sequences in a Chemical Plant / Savo Kordic ; Peng Lam ; Huaizhong Li
Speed Up SVM Algorithm for Massive Classification Tasks / Thanh-Nghi Do ; Van-Hoa Nguyen ; Francois Poulet
Mining Supplemental Frequent Patterns / Yintian Liu ; Yingming Liu ; Tao Zeng ; Kaikuo Xu ; Rong Tang
A Distributed Privacy-Preserving Association Rules Mining Scheme Using Frequent-Pattern Tree / Chunhua Su ; Kouichi Sakurai
Dichotomy Method toward Interactive Testing-Based Fault Localization / Ji-Rong Sun ; Zhi-Shu Li ; Jian-Cheng Ni
Maintaining the Maximum Normalized Mean and Applications in Data Stream Mining / Jan Peter Patist
Identification of Interface Residues Involved in Protein-Protein Interactions Using Naive Bayes Classifier / Chishe Wang ; Jiaxing Cheng ; Shoubao Su ; Donzhe Xu
Negative Generator Border for Effective Pattern Maintenance / Mengling Feng ; Jinyan Li ; Limsoon Wong ; Yap-Peng Tan
CommTracker: A Core-Based Algorithm of Tracking Community Evolution / Yi Wang ; Bin Wu ; Xin Pei
Face Recognition Using Clustering Based Optimal Linear Discriminant Analysis / Wenxin Yang ; Shuqin Rao ; Jina Wang ; Jian Yin ; Jian Chen
A Novel Immune Based Approach for Detection of Windows PE Virus / Yu Zhang ; Tao Li ; Jia Sun ; Renchao Qin
Using Genetic Algorithms for Parameter Optimization in Building Predictive Data Mining Models / Ashish Sureka ; Kishore Varma Indukuri
Using Data Mining Methods to Predict Personally Identifiable Information in Emails / Liqiang Geng ; Larry Korba ; Xin Wang ; Yunli Wang ; Hongyu Liu ; Yonghua You
Iterative Reinforcement Cross-Domain Text Classification / Di Zhang ; Gui-Rong Xue ; Yong Yu
Extracting Decision Rules from Sigmoid Kernel / Quanzhong Liu ; Yang Zhang ; Zhengguo Hu
DMGrid: A Data Mining System Based on Grid Computing / Liutong Xu ; Guanhui Geng ; Xiangang Zhao ; Nan Du
S-SimRank: Combining Content and Link Information to Cluster Papers Effectively and Efficiently / Yuanzhe Cai ; Pei Li
Open Domain Recommendation: Social Networks and Collaborative Filtering / Sarah K. Tyler ; Yi Zhang
An Effective Approach for Identifying Evolving Three-Dimensional Structural Motifs in Protein Folding Data / Hui Yang ; Lin Han
Texture Image Retrieval Based on Contourlet Transform and active Perceptual Similarity Learning / Huaijing Qu ; Yuhua Peng ; Honglin Wan ; Min Han
A Temporal Dominant Relationship Analysis Method / Jing Yang ; Yuanxi Wu ; Cuiping Li ; Hong Chen ; Bo Qu
Leakage-Aware Energy Efficient Scheduling for Fixed-Priority Tasks with Preemption Thresholds / XiaoChuan He ; Yan Jia
Short Papers
Learning and Inferences of the Bayesian Network with Maximum Likelihood Parameters / JiaDong Zhang ; Kun Yue ; WeiYi Liu
TARtool: A Temporal Dataset Generator for Market Basket Analysis / Asem Omari ; Regina Langer ; Stefan Conrad
Dimensionality Reduction for Classification: Comparison of Techniques and Dimension Choice / Frank Plastria ; Steven De Bruyne ; Emilio Carrizosa
Trajectories Mining for Traffic Condition Renewing / Danhuai Guo
Mining Bug Classifier and Debug Strategy Association Rules for Web-Based Applications / Lian Yu ; Changzhu Kong ; Lei Xu ; Jingtao Zhao ; HuiHui Zhang
Test the Overall Significance of p-Values by Using Joint Tail Probability of Ordered p-Values as Test Statistic / Yongxiang Fang ; Ernst Wit
Mining Interesting Infrequent and Frequent Itemsets Based on MLMS Model / Xiangjun Dong ; Zhendong Niu ; Donghua Zhu ; Zhiyun Zheng ; Qiuting Jia
Text Learning and Hierarchical Feature Selection in Webpage Classification / Xiaogang Peng ; Zhong Ming ; Haitao Wang
The RSO Algorithm for Reducing Number of Set Operations in Association Rule Mining / Muhammad Sarwar ; Onaiza Maqbool
Predictive Performance of Clustered Feature-Weighting Case-Based Reasoning / Sung Ho Ha ; Jong Sik Jin ; Jeong Won Yang
Selecting the Right Features for Bipartite-Based Text Clustering / Chao Qu ; Yong Li ; Jie Zhang ; Tianming Hu ; Qian Chen
Image Emotional Classification Based on Color Semantic Description / Kaiping Wei ; Bin He ; Tao Zhang ; Wenya He
A Semi-supervised Clustering Algorithm Based on Must-Link Set / Haichao Huang ; Yong Cheng ; Ruilian Zhao
T-rotation: Multiple Publications of Privacy Preserving Data Sequence / Youdong Tao ; Yunhai Tong ; Shaohua Tan ; Shiwei Tang ; Dongqing Yang
The Integrated Methodology of KPCA and Wavelet Support Vector Machine for Predicting Financial Distress / Jian-guo Zhou ; Tao Bai ; Ji-ming Tian
Outlier Detection Based on Voronoi Diagram / Jilin Qu
AWSum - Data Mining for Insight / Anthony Quinn ; Andrew Stranieri ; John Yearwood ; Gaudenz Hafen
Integrative Neural Network Approach for Protein Interaction Prediction from Heterogeneous Data / Xue-wen Chen ; Mei Liu ; Yong Hu
Rules Extraction Based on Data Summarisation Approach Using DARA
A Rough-Apriori Technique in Mining Linguistic Association Rules / Yun-Huoy Choo ; Azuraliza Abu Bakar ; Abdul Razak Hamdan
Mining Causal Knowledge from Diagnostic Knowledge / Xiangdong An ; Nick Cercone
Modified Particle Swarm Optimizer with Adaptive Dynamic Weights for Cancer Combinational Chemotherapy / Harish Chandra Soundararajan ; Jagannathan Raman ; R. Muthucumaraswamy
MPSQAR: Mining Quantitative Association Rules Preserving Semantics / Chunqiu Zeng ; Jie Zuo ; Shengqiao Ni ; Liang Tang ; Yue Zhang
Using Support Vector Regression for Classification / Bo Huang ; Zhihua Cai ; Qiong Gu ; Changjun Chen
Dynamic Growing Self-organizing Neural Network for Clustering / Daxin Tian ; Yueou Ren ; Qiuju Li
A Design of Reward Function Based on Knowledge in Multi-agent Learning / Bo Fan ; Jiexin Pu
A Learning Method of Detecting Anomalous Pedestrian / Yue Liu ; Jun Zhang ; Zhijing Liu
Moment+: Mining Closed Frequent Itemsets over Data Stream / Haifeng Li
CDPM: Finding and Evaluating Community Structure in Social Networks / Li Wan ; Jianxin Liao ; Xiaomin Zhu
Using Matrix Model to Find Association Rule Core for Diverse Compound Critiques / Li Yu
Link-Contexts for Ranking / Jessica Gronski
DC-Tree: An Algorithm for Skyline Query on Data Streams / Cui-Ping Li
Sequential Pattern Mining for Protein Function Prediction / Miao Wang ; Xue-qun Shang ; Zhan-huai Li
Improving Web Search by Categorization, Clustering, and Personalization / Dengya Zhu ; Heinz Dreher
JSNVA: A Java Straight-Line Drawing Framework for Network Visual Analysis / Qi Ye ; Bai Wang
Recognition of Data Records in Semi-structured Web-Pages Using Ontology and X[superscript 2] Statistical Distribution / Amin Keshavarzi ; Amir Masoud Rahmani ; Mehran Mohsenzadeh ; Reza Keshavarzi
Organizing Structured Deep Web by ClusteringQuery Interfaces Link Graph / Pengpeng Zhao ; Li Huang ; Wei Fang ; Zhiming Cui
CBP: A New Efficient Method for Mining Multilevel and Generalized Frequent Itemsets / Yu Xing Mao ; Bai Le Shi
Supporting Customer Retention through Real-Time Monitoring of Individual Web Usage / Peter I. Hofgesang
A Comparative Study of Correlation Measurements for Searching Similar Tags / Yu Chen ; Yexi Jiang ; Jie Gong
Structure of Query Modification Process: Branchings / Nikolai Buzikashvili
Mining Top-n Local Outliers in Constrained Spatial Networks / Chongsheng Zhang ; Zhongbo Wu
Mining Concept-Drifting Data Streams with Multiple Semi-Random Decision Trees / Peipei Li ; Xuegang Hu ; Xindong Wu
Automatic Web Tagging and Person Tagging Using Language Models / Qiaozhu Mei
Real-Time Person Tracking Based on Data Field / Shuliang Wang ; Juebo Wu ; Feng Cheng ; Hong Jin
Author Index
Keynotes
An Introduction to Transfer Learning / Qiang Yang
Autonomy-Oriented Computing (AOC), Self-organized Computability, and Complex Data Mining / Jiming Liu
10.

電子ブック

EB
De-Shuang Huang, Kang-Hyun Jo, Daniel S. Levine, Jörg Siekmann, Donald C. Wunsch
出版情報: Springer eBooks Computer Science , Springer Berlin Heidelberg, 2008
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