NDLI: Hierarchical Fast Clustering Method for fMRI Feature Reconstruction

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2009 Second International Symposium on Knowledge Acquisition and Modeling

Volume 3 - 2009

Volume 2 - 2009

Volume 1 - 2009

Cover Art - Volume 1

Title Page i - Volume 1

Title Page iii - Volume 1

Copyright Page - Volume 1

Table of Contents - Volume 1

Message from Symposium Chair - Volume 1

Organizing Committee - Volume 1

Reviewers - Volume 1

Contract on Customer Knowledge Collaborative Acquisition for Manufacturer and Retailer with Double-Sided Moral Hazard

The Model Research of FAQ Answering System Based on Concept

A Danger Model Based Anomaly Detection Method for Wireless Sensor Networks

Recognition of SAR Image Based on SVM and New Invariant Moment Feature Extraction

Feature Selection Based F-Score and ACO Algorithm in Support Vector Machine

Development of Uniaxial Restrained and Adjusted Temperature-Stress Testing Machine

To Solve Lorenz System by Sliding Mode Controller Based on Interval Type-2 Fuzzy Logic

Tumor Classification via Sparse Representation Based on Metasample

A New Method for Sparse Signal Denoising Based on Compressed Sensing

Knowledge Representation of "Funeral Dance" Based on CIDOC CRM

3D Protein Structure Prediction with Genetic Tabu Search Algorithm in Off-Lattice AB Model

A Model Analyzing Method for OWL-S Services Composition Based on High Level Petri Net

Solving Credit Scoring Problem with Ensemble Learning: A Case Study

Uncertainty Optimization Model for Emergency Resource Scheduling

Intelligent Modeling and Predicting Investigation of Sound Velocity of Marine Sediments

Hierarchical Fast Clustering Method for fMRI Feature Reconstruction

A Game Theory Analysis on TD-SCDMA Standard: The Role of Government in Integrated Innovation of China

Calculation of Large and Medium-Size Bridge Design Discharge under Unascertained Information

Nonlinear Dynamic Analysis of Earthquake Model

A New Method for Controlling the Trajectory of Stratospheric Satellite

Time Series Analysis and Forcast Based on Active Learning Artificial Neural Network

Research of Agent-Based Networked Management of Civil Engineering Laboratory

The Design and Implementation of Marketing Management System for Manufacturing Firms

CATIA Based on the Welded Pipe Roll Pass Design

Study on the Relationship between Knowledge Acquisition and Enterprise Performance: The Mediating Effect of Technological Capability

Formalization and Verification of Automatic Composition Based on Pi-Calculus for Semantic Web Service

An Enhanced Goal-Based Semantic Web Service Discovery

A Virtual MCQA Information System Based on Flexsim

A Decision Model of Knowledge-Sharing for Supply Chain Enterprises Based on Game Theory

Study on Information-Sharing Model in Supply Chains Based on Web Service

Establishment of Individual Exercise Therapy Model for Low Back Pain

Retailing Reverse Logistics Risk Factors Assessment Based on Triangular Fuzzy Number

Study on the Seniors' Healthy Conditions and Exercise Behavior in Lishui Urban Area

Studies on Human Factors in Marine Engine Accident

Estimating Gas Concentration of Coal Mines Based on ISGNN

Reduction Methods of Attributes Based on Improved BPSO

Research on the Development of Informationization of Education under Thinking Mode Transformation

Introduction to Retrieval Knowledge Using Intelligent Education Software

The Influence of Philosophical Thought of Traditional Chinese Martial Arts on National Fitness Project's Value Orientation

Research on the Real Estate Enterprise's Core Competence Based on Value Chain and Knowledge Capital Theory

An Ontology Based Improved Software Requirement Traceability Matrix

Verification Web Services Composition Based on OWL-S

Asymptotic Solution for Model with Small Parameter

Supervised Discriminant Nonnegative Matrix Factorization Method

The Design of Evaluation Index System of Growth Capacity of Small & Medium-Sized Enterprises and Its Empirical Analysis

Intertextuality Computing of Chinese Tea Classics

E-Government Service Value Assessment with Participation Index and Modified BSC Model

An Empirical Analysis on the Factors Influencing the Development of Real Estate Market in Jiangxi Province

Determining Closure of Sets of Attributes Based on Karnaugh Map

Understanding Organisational Morphology for Knowledge Management

Diesel Engine Fault Information Acquisition Based on Delay Vector Variance Method

Research on Computer Aided Design Method for the Distribution of Rubber Pips on Table Tennis Bats

The Investigation of the Innovational Experiment Area for the Teaching Quality Project of Electronic Commerce Subject at the Background of Teaching Informationization

The Design of University Students' Innovative Undertaking Practical Website Platform

Study on the Theoretical Framework of the Mode Applicable to Cultivation of Inter-Disciplinary Innovative Talents for Information-Based Entrepreneurship

Transformer Winding Vibration Enveloping for Empirical Mode Decomposition Based on Non-uniform B-Spline Fitting

Investigation and Research about Students' Demands on Learning Support System for Research-Based Learning

Study on Higher Mathematics Teaching Model of Human-Computer Interaction in Campus Network

Weighted Fisher Non-negative Matrix Factorization for Face Recognition

Application and Research of SEO in the Development of Web2.0 Site

Automated Scoring System Using Dependency-Based Weighted Semantic Similarity Model

Traffic State Information Extraction Methods Based on Granular Computing

Study on an Intelligent Monitoring Application System of Construction Machinery

A Review of Information Acquisition Based on Information Foraging Theory

A Game Analysis of Tacit Knowledge Transferring within Organizations

Determinants of Knowledge Sharing in University Academic Team

Performance Evaluation Model and Research of Asphalt Pavement Based on Evidence Reasoning

Robust Control Method Applied in Self-Balancing Two-Wheeled Robot

Discussion on the Protection of Intellectual Property in the Construction of Digital Library

The Research and Application of the Workflow Technique Based on Petri Net in the Business Process Modeling

The Stabilizing Role of Securities Investment Funds in Stock Market: A Structure VAR Approach

Fractal Characters of Chinese Copper Future Price Returns

Text Surface Features for Genre Request in Information Retrieval

An Efficient Algorithm for Association Mining

The Empirical Research on the Domain Knowledge Factors Influencing the Effectiveness of Intuition in Decision Making

Gray Relational Analysis on the General Budget Revenue of Regional Finance: A Case Study of Hangzhou City

A Knowledge Modeling Framework for Intangible Cultural Heritage Based on Ontology

The Construction of Grid Information Retrieval Model Based on Ontology

Quantity Flexibility Contract with Effort Cost Sharing in Perishable Product's Supply Chain

Research on Scalable Case Representation and Its Retrieval Based on Description Logic

Research on the Best Resource of Teacher's Tacit Knowledge Acquisition

Requirements Analysis of Real-Time Systems by Rational-Rose UML

Design of the Tibetan Continuous Speech Corpus Based on Triphone

The MEMS IMU Error Modeling Analysis Using Support Vector Machines

A New Algorithm for Mining Weighted Closed Sequential Pattern

Digital Redesign of the Decentralized Adaptive Tracker for Linear Large-Scale Interconnected Systems with EP

Extracting Event Temporal Information Based on Web

Research of Applying Chain Conditional Random Fields to Semantic Role Labeling

The Characteristic of Chinese Search Based on Sogou Log

An Ontology-Based Semantic Expansion Search Model Using Semantic Condition Transform

A New Formal Description of Ontology Definition and Ontology Algebra

Query for Semantic Web Services Using SPARQL-DL

Wood Classification Based on PCA, 2DPCA, (2D)2PCA and LDA

Weed Seeds Recognition Using Color PCA

Statistical Second-Order Predicate: A Decision Model in Uncertain Dataset

CPM Product Adaptability Design on Extension Method

Applying Situation Awareness to Human-Machine Interface Design of Aviation

Design Institute's Knowledge Sharing System Preliminary Study

A New Adaptive Immune Genetic Algorighm

Empirical Research on the Relationship between Real Estate and Stock Price Fluctuation in China Based on VAR Model

Study on Semantic Similarity Computation in E-Commerce Semantic Search

The Collaborative Procurement Decision-Making Model of Coal and Power Alliance Based on Power Intelligence Center

A Quantitative Analysis of Linguistic Factors in Human Translation Evaluation

Isoline Plotting Method of Discrete Geophysical and Geochemical Data

A Study of Computer Aided Poem Translation Appreciation

The Study of Retailer Decision Using Matlab

An Ontology Based Context-Aware Model for Semantic Web Services

Combining Lexical Stability and Improved Lexical Chain for Unsupervised Word Sense Disambiguation

Automatic Choosing of English Rhymes in Translation of Chinese Ancient Poems

Automatic Word Segmentation for Chinese Classics of Tea Based on Tree-Pruning

Design and Realization of Power Gird Knowledge Visualization

Design and Implementation of ETL Management Tool

Research and Implementation of Multi-layer Structure Data Consistency

Research and Implementation Based on Velocity Identification Technology

Author Index - Volume 1

[Roster - Volume 1]

2008 International Symposium on Knowledge Acquisition and Modeling

Hierarchical Fast Clustering Method for fMRI Feature Reconstruction

Content Provider	IEEE Xplore Digital Library
Author	Xiaomin Li Wei Lin Shuanghua Huang
Copyright Year	2009
Abstract	In order to solve the feature reconstruction problem of fMRI time series, hierarchical fast clustering method (HFCM) is proposed. The reconstruction of features can be thought as finding the task-related region of interest (ROI) in the human brain fMRI in order to eliminate information redundary. HFCM takes advantage of optimizing the hierarchical structure and tuning weights of different kind of distances. Comparing with the existing reconstruction methods, e.g. K-means and t-test, HFCM saves more than 62% running time, on condition of ensuring the precision of task-related estimating.
Starting Page	63
Ending Page	67
File Size	482352
Page Count	5
File Format	PDF
ISBN	9780769538884
DOI	10.1109/KAM.2009.148
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2009-11-30
Publisher Place	China
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Knowledge engineering K-means Clustering methods Knowledge acquisition Humans Educational institutions ROI Computer science Feature Reconstruction fMRI Clustering algorithms Cost function Hierarchical Clustering Signal to noise ratio Testing
Content Type	Text
Resource Type	Article

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