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1.

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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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
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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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
3.

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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4.

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
5.

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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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:
6.

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
7.

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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8.

電子ブック

EB
Sabine Bergler, Jörg Siekmann
出版情報: Springer eBooks Computer Science , Springer Berlin Heidelberg, 2008
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Local Decision Bagging of Binary Neural Classifiers / Rocio Alaiz-Rodriguez
Assessing the Impact of Changing Environments on Classifier Performance / Nathalie Japkowicz
A Comparison of Sentiment Analysis Techniques: Polarizing Movie Blogs / Michelle Annett ; Grzegorz Kondrak
Some Simplified Forms of Reasoning with Distance-Based Entailments / Ofer Arieli ; Anna Zamansky
A Belief-Theoretic Reputation Estimation Model for Multi-context Communities / Ebrahim Bagheri ; M. Barouni-Ebrahimi ; Reza Zafarani ; Ali A. Ghorbani
A Frequency Mining-Based Algorithm for Re-ranking Web Search Engine Retrievals
Multi-agent Framework for a Virtual Enterprise of Demand-Responsive Transportation / Daniel Cabrera ; Claudio Cubillos
Use of Fuzzy Histograms to Model the Spatial Distribution of Objects in Case-Based Reasoning / Alan Davoust ; Michael W. Floyd ; Babak Esfandiari
Aspects of Inconsistency Resolution in Modular Ontologies / Faezeh Ensan ; Weichang Du
Fast Markov Blanket Discovery Algorithm Via Local Learning within Single Pass / Shunkai Fu ; Michel C. Desmarais
Finding Topics in Email Using Formal Concept Analysis and Fuzzy Membership Functions / Liqiang Geng ; Larry Korba ; Yunli Wang ; Xin Wang ; Yonghua You
Recognizing Biomedical Named Entities in Chinese Research Abstracts / Baohua Gu ; Fred Popowich ; Veronica Dahl
Point-Based Planning for Predictive State Representations / Masoumeh T. Izadi ; Doina Precup
Comparison of Pleomorphic and Structural Features Used for Breast Cancer Malignancy Classification / Lukasz Jelen ; Adam Krzyzak ; Thomas Fevens
Towards a Faster Inference Algorithm in Multiply Sectioned Bayesian Networks / Karen H. Jin ; Dan Wu
Using Dependence Diagrams to Summarize Decision Rule Sets / Kamran Karimi ; Howard J. Hamilton
A Fast Computation of Inter-class Overlap Measures Using Prototype Reduction Schemes / Sang-Woon Kim ; B. John Oommen
A Reputation Model Framework for Artificial Societies: A Case Study in Child Vehicle Safety Simulation / Ziad Kobti ; Shamual Rahaman ; Anne W. Snowdon ; Robert D. Kent
Selective Sampling for Classification / Francois Laviolette ; Mario Marchand ; Sara Shanian
Full Border Identification for Reduction of Training Sets / Guichong Li ; Trevor J. Stocki ; R. Kurt Ungar
Choosing Best Algorithm Combinations for Speech Processing Tasks in Machine Learning Using MARF / Serguei A. Mokhov
Predicting User Preferences Via Similarity-Based Clustering / Mian Qin ; Scott Buffett ; Michael W. Fleming
Mathematically Clinching a Playoff Spot in the NHL and the Effect of Scoring Systems / Tyrel Russell ; Peter van Beek
An Intelligent Automatic Face Contour Prediction System / Seref Sagiroglu ; Necla Ozkaya
Word Clustering with Validity Indices / Ahmad El Sayed ; Julien Velcin ; Djamel Zighed
The Role of Nominalizations in Prepositional Phrase Attachment in GENIA / Jonathan Schuman ; Sabine Bergler
A Statistical Model for Topic Segmentation and Clustering / M. Mahdi Shafiei ; Evangelos E. Milios
Image Transformation: Inductive Transfer between Multiple Tasks Having Multiple Outputs / Daniel L. Silver ; Liangliang Tu
Using Unsupervised Learning for Network Alert Correlation / Reuben Smith ; Maxwell Dondo ; Peter Mason
Verbs Speak Loud: Verb Categories in Learning Polarity and Strength of Opinions / Marina Sokolova ; Guy Lapalme
A Stochastic Point-Based Algorithm for POMDPs / Ludovic Tobin
Semi-supervised Self-training for Sentence Subjectivity Classification / Bin Wang ; Bruce Spencer ; Charles X. Ling ; Harry Zhang
A Novel Approach for Social Behavior Analysis of the Blogosphere / Mohammad-Amin Jashki ; Hamidreza Baghi
Seller Bidding in a Trust-Based Incentive Mechanism for Dynamic E-Marketplaces / Jie Zhang ; Robin Cohen
Author Index
Local Decision Bagging of Binary Neural Classifiers / Rocio Alaiz-Rodriguez
Assessing the Impact of Changing Environments on Classifier Performance / Nathalie Japkowicz
A Comparison of Sentiment Analysis Techniques: Polarizing Movie Blogs / Michelle Annett ; Grzegorz Kondrak
9.

電子ブック

EB
Gerson Zaverucha, Augusto Loureiro Costa, Jörg Siekmann
出版情報: Springer eBooks Computer Science , Springer Berlin Heidelberg, 2008
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Invited Papers
Logical and Relational Learning / Luc De Raedt
Transfer Learning by Mapping and Revising Relational Knowledge / Raymond J. Mooney
Developing Robust Synthetic Biology Designs Using a Microfluidic Robot Scientist / Stephen Muggleton
Tutorials
Logic, Probability and Learning, or an Introduction to Statistical Relational Learning
Text Mining
From ILP to PILP
Computer Vision and Pattern Recognition
Density of Closed Balls in Real-Valued and Autometrized Boolean Spaces for Clustering Applications / C.G. Gonzalez ; W. Bonventi Jr. ; A.L. Vieira Rodrigues
Multi-Dimensional Dynamic Time Warping for Image Texture Similarity / Rodrigo Fernandes de Mello ; Iker Gondra
Audio-to-Visual Conversion Via HMM Inversion for Speech-Driven Facial Animation / Lucas D. Terissi ; Juan Carlos Gomez
Discriminant Eigenfaces: A New Ranking Method for Principal Components Analysis / Carlos Eduardo Thomaz ; Gilson Antonio Giraldi
Distributed AI: Autonomous Agents, Multi-Agent Systems and Game Theory
Enhancing the Interaction between Agents and Users / Marcelo Armentano ; Silvia Schiaffino ; Analia Amandi
Re-routing Agents in an Abstract Traffic Scenario / Ana L.C. Bazzan ; Franziska Klugl
A Draughts Learning System Based on Neural Networks and Temporal Differences: The Impact of an Efficient Tree-Search Algorithm / Gutierrez Soares Caixeta ; Rita Maria da Silva Julia
An Experimental Approach to Online Opponent Modeling in Texas Hold'em Poker / Dinis Felix ; Luis Paulo Reis
Individual and Social Behaviour in the IPA Market with RL / Eduardo Rodrigues Gomes ; Ryszard Kowalczyk
Optimizing Preferences within Groups: A Case Study on Travel Recommendation / Fabiana Lorenzi ; Fernando dos Santos ; Paulo R. Ferreira Jr.
Towards the Self-regulation of Personality-Based Social Exchange Processes in Multiagent Systems / Diego R. Pereira ; Luciano V. Goncalves ; Gracaliz P. Dimuro ; Antonio C.R. Costa
Probabilistic Multiagent Patrolling / Tiago Sak ; Jacques Wainer ; Siome Klein Goldenstein
Knowledge Representation and Reasoning
Proving Epistemic and Temporal Properties from Knowledge Based Programs / Mario Benevides ; Carla Delgado ; Michel Carlini
Detecting Code Evolution in Programming Learning / Thais Castro ; Hugo Fuks ; Alberto Castro
Revising Specifications with CTL Properties Using Bounded Model Checking / Marcelo Finger ; Renata Wassermann
Toward Short and Structural ALC-Reasoning Explanations: A Sequent Calculus Approach / Alexandre Rademaker ; Edward Hermann Haeusler
A Case for Numerical Taxonomy in Case-Based Reasoning / Luis A.L. Silva ; John A. Campbell ; Nicholas Eastaugh ; Bernard F. Buxton
Methodical Construction of Symbolic Diagrams / Paulo A.S. Veloso ; Sheila R.M. Veloso
Machine Learning and Data Mining
Bi-objective Memetic Evolutionary Algorithm for Automated Microwave Filter Synthesis / Maria J.P. Dantas ; Leonardo da C. Brito ; Paulo C.M. Machado ; Paulo H.P. de Carvalho
Fitting a Least Absolute Deviation Regression Model on Interval-Valued Data / Andre Luis Santiago Maia ; Francisco de A.T. de Carvalho
Missing Value Imputation Using a Semi-supervised Rank Aggregation Approach / Edson T. Matsubara ; Ronaldo C. Prati ; Gustavo E.A.P.A. ; Maria C. Monard
A Learning Function for Parameter Reduction in Spiking Neural Networks with Radial Basis Function / Alexandre da Silva Simoes ; Anna Helena Reali Costa
A Robust Methodology for Comparing Performances of Clustering Validity Criteria / Lucas Vendramin ; Ricardo J.G.B. Campello ; Eduardo R. Hruschka
Natural Language Processing
An Experiment in Spanish-Portuguese Statistical Machine Translation / Wilker Ferreira Aziz ; Thiago Alexandre Salgueiro Pardo ; Ivandre Paraboni
On the Automatic Learning of Bilingual Resources: Some Relevant Factors for Machine Translation / Helena de M. Caseli ; Maria das Gracas V. Nunes ; Mikel L. Forcada
Robotics
Experiments in the Coordination of Large Groups of Robots / Leandro Soriano Marcolino ; Luiz Chaimowicz
Evolving an Artificial Homeostatic System / Renan C. Moioli ; Patricia A. Vargas ; Fernando J. Von Zuben ; Phil Husbands
Author Index
Invited Papers
Logical and Relational Learning / Luc De Raedt
Transfer Learning by Mapping and Revising Relational Knowledge / Raymond J. Mooney
10.

電子ブック

EB
Klaus-Dieter Althoff, Ralph Bergmann, Alexandre Hanft, Mirjam Minor, Jörg Siekmann
出版情報: Springer eBooks Computer Science , Springer Berlin Heidelberg, 2008
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Invited Talks
Case-Based Reasoning in the Health Sciences: Why It Matters for the Health Sciences and for CBR / Isabelle Bichindaritz
An Analysis of Research Themes in the CBR Conference Literature / Derek Greene ; Jill Freyne ; Barry Smyth ; Padraig Cunningham
Semantics and Experience in the Future Web / Enric Plaza
Research Papers
Recognizing the Enemy: Combining Reinforcement Learning with Strategy Selection Using Case-Based Reasoning / Bryan Auslander ; Stephen Lee-Urban ; Chad Hogg ; Hector Munoz-Avila
Formal and Experimental Foundations of a New Rank Quality Measure / Steven Bogaerts ; David Leake
Provenance, Trust, and Sharing in Peer-to-Peer Case-Based Web Search / Peter Briggs
Visualizing and Evaluating Complexity of Textual Case Bases / Sutanu Chakraborti ; Ulises Cervino Beresi ; Nirmalie Wiratunga ; Stewart Massie ; Robert Lothian ; Deepak Khemani
Learning Similarity Functions from Qualitative Feedback / Weiwei Cheng ; Eyke Hullermeier
Conservative Adaptation in Metric Spaces / Julien Cojan ; Jean Lieber
Opportunistic Acquisition of Adaptation Knowledge and Cases-The IakA Approach / Amelie Cordier ; Beatrice Fuchs ; Leonardo Lana de Carvalho ; Alain Mille
Noticeably New: Case Reuse in Originality-Driven Tasks / Belen Diaz-Agudo ; Juan A. Recio-Garcia ; Josep-Lluis Arcos
Experience-Based Design of Behaviors in Videogames / Gonzalo Florez Puga ; Pedro Gonzalez-Calero
Considerations for Real-Time Spatially-Aware Case-Based Reasoning: A Case Study in Robotic Soccer Imitation / Michael W. Floyd ; Alan Davoust ; Babak Esfandiari
Retrieval Based on Self-explicative Memories / Albert Fornells ; Eva Armengol ; Elisabet Golobardes
Increasing Precision of Credible Case-Based Inference / Thomas Gabel ; Martin Riedmiller
Supporting Case-Based Retrieval by Similarity Skylines: Basic Concepts and Extensions / Ilya Vladimirskiy ; Belen Prados Suarez ; Eva Stauch
Using Case Provenance to Propagate Feedback to Cases and Adaptations / Scott A. Dial
Towards Case-Based Support for e-Science Workflow Generation by Mining Provenance / Joseph Kendall-Morwick
Knowledge Planning and Learned Personalization for Web-Based Case Adaptation / Jay Powell
Cases, Predictions, and Accuracy Learning and Its Application to Effort Estimation / Jingzhou Li ; Brenan Mackas ; Michael M. Richter ; Guenther Ruhe
Evaluation of Feature Subset Selection, Feature Weighting, and Prototype Selection for Biomedical Applications / Suzanne Little ; Ovidio Salvetti ; Petra Perner
Case-Based Decision Support for Patients with Type 1 Diabetes on Insulin Pump Therapy / Cindy Marling ; Jay Shubrook ; Frank Schwartz
Conversational Case-Based Reasoning in Self-healing and Recovery / David McSherry ; Sa'adah Hassan ; David Bustard
Situation Assessment for Plan Retrieval in Real-Time Strategy Games / Kinshuk Mishra ; Santiago Ontanon ; Ashwin Ram
Optimization Algorithms to Find Most Similar Deductive Consequences (MSDC) / Babak Mougouie
Understanding Dubious Future Problems / Oguz Mulayim ; Josep Lluis Arcos
Conversational Case-Based Recommendations Exploiting a Structured Case Model / Quang Nhat Nguyen ; Francesco Ricci
k-NN Aggregation with a Stacked Email Representation / Amandine Orecchioni ; Susan Craw
Case-Based Reasoning and the Statistical Challenges
Evaluation Measures for TCBR Systems / M.A. Raghunandan
CBR for CBR: A Case-Based Template Recommender System for Building Case-Based Systems / Derek Bridge ; Pedro A. Gonzalez-Calero
Forgetting Reinforced Cases / Houcine Romdhane ; Luc Lamontagne
iReMedI - Intelligent Retrieval from Medical Information / Saurav Sahay ; Bharat Ravisekar ; Sundaresan Venkatasubramanian ; Anushree Venkatesh ; Priyanka Prabhu
Adaptation through Planning in Knowledge Intensive CBR / Antonio Sanchez-Ruiz ; Pedro P. Gomez-Martin
Folk Arguments, Numerical Taxonomy and Case-Based Reasoning / Luis A.L. Silva ; John A. Campbell ; Bernard F. Buxton
Real-Time Plan Adaptation for Case-Based Planning in Real-Time Strategy Games / Neha Sugandh
Horizontal Case Representation / Rosina Weber ; Sidath Gunawardena ; Craig MacDonald
Application Papers
Supporting Fraud Analysis in Mobile Telecommunications Using Case-Based Reasoning / Pedro Almeida ; Marco Jorge ; Luis Cortesao ; Filipe Martins ; Marco Vieira ; Paulo Gomes
Predicting the Presence of Oil Slicks After an Oil Spill / Juan Manuel Corchado ; Aitor Mata
Case Based Interpretation of Soil Chromatograms / Minu Mary Joseph ; Saritha Variganti
Case-Based Troubleshooting in the Automotive Context: The SMMART Project / Stefania Bandini ; Ettore Colombo ; Giuseppe Frisoni ; Fabio Sartori ; Joakim Svensson
Rapid Prototyping of CBR Applications with the Open Source Tool myCBR / Armin Stahl ; Thomas R. Roth-Berghofer
Author Index
Invited Talks
Case-Based Reasoning in the Health Sciences: Why It Matters for the Health Sciences and for CBR / Isabelle Bichindaritz
An Analysis of Research Themes in the CBR Conference Literature / Derek Greene ; Jill Freyne ; Barry Smyth ; Padraig Cunningham
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