This book and its sister volume, LNAI 3613 and 3614, constitute the proce- ings of the Second International Conference on Fuzzy Systems and Knowledge Discovery (FSKD 2005), jointly held with the First International Conference on Natural Computation (ICNC 2005, LNCS 3610, 3611, and 3612) from - gust 27-29, 2005 in Changsha, Hunan, China. FSKD 2005 successfully attracted 1249 submissions from 32 countries/regions (the joint ICNC-FSKD 2005 received 3136 submissions). After rigorous reviews, 333 high-quality papers, i. e. , 206 long papers and 127 short papers, were included in the FSKD 2005 proceedings, r- resenting an acceptance rate of 26. 7%. The ICNC-FSKD 2005 conference featured the most up-to-date research - sults in computational algorithms inspired from nature, including biological, e- logical, and physical systems. It is an exciting and emerging interdisciplinary area in which a wide range of techniques and methods are being studied for dealing with large, complex, and dynamic problems. The joint conferences also promoted cross-fertilization over these exciting and yet closely-related areas, which had a signi?cant impact on the advancement of these important technologies. Speci?c areas included computation with words, fuzzy computation, granular com- tation, neural computation, quantum computation, evolutionary computation, DNA computation, chemical computation, information processing in cells and tissues, molecular computation, arti?cial life, swarm intelligence, ants colony, arti?cial immune systems, etc. , with innovative applications to knowledge d- covery, ?nance, operations research, and more.
Inhalt
Dimensionality Reduction.- Dimensionality Reduction for Semi-supervised Face Recognition.- Cross-Document Transliterated Personal Name Coreference Resolution.- Difference-Similitude Matrix in Text Classification.- A Study on Feature Selection for Toxicity Prediction.- Application of Feature Selection for Unsupervised Learning in Prosecutors' Office.- A Novel Field Learning Algorithm for Dual Imbalance Text Classification.- Supervised Learning for Classification.- Feature Selection for Hyperspectral Data Classification Using Double Parallel Feedforward Neural Networks.- Robust Nonlinear Dimension Reduction: A Self-organizing Approach.- An Effective Feature Selection Scheme via Genetic Algorithm Using Mutual Information.- Pattern Recognition and Trend Analysis.- Pattern Classification Using Rectified Nearest Feature Line Segment.- Palmprint Identification Algorithm Using Hu Invariant Moments.- Generalized Locally Nearest Neighbor Classifiers for Object Classification.- Nearest Neighbor Classification Using Cam Weighted Distance.- A PPM Prediction Model Based on Web Objects' Popularity.- An On-line Sketch Recognition Algorithm for Composite Shape.- Axial Representation of Character by Using Wavelet Transform.- Representing and Recognizing Scenario Patterns.- A Hybrid Artificial Intelligent-Based Criteria-Matching with Classification Algorithm.- Auto-generation of Detection Rules with Tree Induction Algorithm.- Hand Gesture Recognition System Using Fuzzy Algorithm and RDBMS for Post PC.- An Ontology-Based Method for Project and Domain Expert Matching.- Pattern Classification and Recognition of Movement Behavior of Medaka (Oryzias Latipes) Using Decision Tree.- A New Algorithm for Computing the Minimal Enclosing Sphere in Feature Space.- Y-AOI: Y-Means Based Attribute Oriented Induction Identifying Root Cause for IDSs.- New Segmentation Algorithm for Individual Offline Handwritten Character Segmentation.- A Method Based on the Continuous Spectrum Analysis for Fingerprint Image Ridge Distance Estimation.- A Method Based on the Markov Chain Monte Carlo for Fingerprint Image Segmentation.- Unsupervised Speaker Adaptation for Phonetic Transcription Based Voice Dialing.- A Phase-Field Based Segmentation Algorithm for Jacquard Images Using Multi-start Fuzzy Optimization Strategy.- Dynamic Modeling, Prediction and Analysis of Cytotoxicity on Microelectronic Sensors.- Generalized Fuzzy Morphological Operators.- Signature Verification Method Based on the Combination of Shape and Dynamic Feature.- Study on the Matching Similarity Measure Method for Image Target Recognition.- 3-D Head Pose Estimation for Monocular Image.- The Speech Recognition Based on the Bark Wavelet Front-End Processing.- An Accurate and Fast Iris Location Method Based on the Features of Human Eyes.- A Hybrid Classifier for Mass Classification with Different Kinds of Features in Mammography.- Data Mining Methods for Anomaly Detection of HTTP Request Exploitations.- Exploring Content-Based and Image-Based Features for Nude Image Detection.- Collision Recognition and Direction Changes Using Fuzzy Logic for Small Scale Fish Robots by Acceleration Sensor Data.- Fault Diagnosis Approach Based on Qualitative Model of Signed Directed Graph and Reasoning Rules.- Visual Tracking Algorithm for Laparoscopic Robot Surgery.- Toward a Sound Analysis System for Telemedicine.- Other Topics in FSKD Methods.- Structural Learning of Graphical Models and Its Applications to Traditional Chinese Medicine.- Study of Ensemble Strategies in Discovering Linear Causal Models.- The Entropy of Relations and a New Approach for Decision Tree Learning.- Effectively Extracting Rules from Trained Neural Networks Based on the New Measurement Method of the Classification Power of Attributes.- EDTs: Evidential Decision Trees.- GSMA: A Structural Matching Algorithm for Schema Matching in Data Warehousing.- A New Algorithm to Get the Correspondences from the Image Sequences.- An Efficiently Algorithm Based on Itemsets-Lattice and Bitmap Index for Finding Frequent Itemsets.- Weighted Fuzzy Queries in Relational Databases.- Study of Multiuser Detection: The Support Vector Machine Approach.- Robust and Adaptive Backstepping Control for Nonlinear Systems Using Fuzzy Logic Systems.- Online Mining Dynamic Web News Patterns Using Machine Learn Methods.- A New Fuzzy MCDM Method Based on Trapezoidal Fuzzy AHP and Hierarchical Fuzzy Integral.- Fast Granular Analysis Based on Watershed in Microscopic Mineral Images.- Cost-Sensitive Ensemble of Support Vector Machines for Effective Detection of Microcalcification in Breast Cancer Diagnosis.- High-Dimensional Shared Nearest Neighbor Clustering Algorithm.- A New Method for Fuzzy Group Decision Making Based on ?-Level Cut and Similarity.- Modeling Nonlinear Systems: An Approach of Boosted Linguistic Models.- Multi-criterion Fuzzy Optimization Approach to Imaging from Incomplete Projections.- Transductive Knowledge Based Fuzzy Inference System for Personalized Modeling.- A Sampling-Based Method for Mining Frequent Patterns from Databases.- Lagrange Problem in Fuzzy Reversed Posynomial Geometric Programming.- Direct Candidates Generation: A Novel Algorithm for Discovering Complete Share-Frequent Itemsets.- A Three-Step Preprocessing Algorithm for Minimizing E-Mail Document's Atypical Characteristics.- Failure Detection Method Based on Fuzzy Comprehensive Evaluation for Integrated Navigation System.- Product Quality Improvement Analysis Using Data Mining: A Case Study in Ultra-Precision Manufacturing Industry.- Two-Tier Based Intrusion Detection System.- SuffixMiner: Efficiently Mining Frequent Itemsets in Data Streams by Suffix-Forest.- Improvement of Lee-Kim-Yoo's Remote User Authentication Scheme Using Smart Cards.- Mining of Spatial, Textual, Image and Time-Series Data.- Grapheme-to-Phoneme Conversion Based on a Fast TBL Algorithm in Mandarin TTS Systems.- Clarity Ranking for Digital Images.- Attribute Uncertainty in GIS Data.- Association Classification Based on Sample Weighting.- Using Fuzzy Logic for Automatic Analysis of Astronomical Pipelines.- On the On-line Learning Algorithms for EEG Signal Classification in Brain Computer Interfaces.- Automatic Keyphrase Extraction from Chinese News Documents.- A New Model of Document Structure Analysis.- Prediction for Silicon Con…