NDLI: Network Fault Diagnosis Using Hierarchical SVMs Based on Kernel Method

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2010 Third International Conference on Knowledge Discovery and Data Mining

2009 Second International Workshop on Knowledge Discovery and Data Mining

Table of Contents

Message from the WKDD 2009 Workshop Chairs

WKDD 2009 Committee Members

Feature Selection Based on Neighborhood Systems and Rough Set Theory

A Fuzzy AHP Approach to the Evaluation of PCM Model Based on PFSC in Aeronautical Subcontract Production

A Hierarchical Text Clustering Algorithm with Cognitive Situation Dimensions

OR-transition Colored Petri Net and its Application in Modeling Software System

The CPVVA Evaluating Model Based on Improved DEA Model Optimized by CO Algorithm

Research of Coal-Gas Outburst Forecasting Based on Artificial Immune Network Clustering Model

Research of Coal and Gas Outburst Forecasting Based on Immune Genetic Neural Network

The Application of RBF Neural Network on Construction Cost Forecasting

Modified Generalized Discriminant Analysis Using Kernel Gram-Schmidt Orthogonalization in Difference Space for Face Recognition

Research on Urban Public Traffic Satisfaction Evaluation Model Based on BP Neural Network Algorithm

Design and Implementation of University Focused Crawler Based on BP Network Classifier

Linking Direct Orthogonal Signal Correction and Wavelet Transform with Radial Basis Function Neural Network to Analyze Overlapping Spectra

K-means Optimization Algorithm for Solving Clustering Problem

Research on Edge Tracing Based on Scan-Line Algorithm

A Collaborative Filtering Recommendation Algorithm Based on Item Similarity of User Preference

Research on the Electric Power Enterprise Performance Evaluation Based on Symbiosis Theory

Short-Term Electricity Price Forecasting Based on Rough Sets and Improved SVM

A Smart Design for the TAN Classifier

A Novel Heart Rate Detection Algorithm in Ballistocardiogram Based on Wavelet Transform

Wavelet Transform Adaptive De-noising Algorithm and Application Based on a Novel Variable Step Function

Steganalysis on Character Substitution Using Support Vector Machine

Research on Tree Segmentation-based Ontology Mapping

Research on the Multi-sensors Information Fusion Technique Based on the Neural Networks and its Application

A Statistical Model-Based Approach to NE Translation

Personalized Recommendation Algorithm Using User Demography Information

A Self-adaptive Genetic Algorithm Based on Region Balance Variation

BTP Prediction Model Based on ANN and Regression Analysis

An Improved Neural Network Algorithm and its Application in Sinter Cost Prediction

Analysis Methods of Workflow Execution Data Based on Data Mining

Performance Evaluations of Listed Companies Based on Projection Pursuit by Real-coded Accelerating Genetic Algorithm

The Research on Safety Monitoring System of Coal Mine Based on Spatial Data Mining

The Study of Optimizing Model Based on Data Cluster of Information Fusion of Multiple Parameters

Research of Fuzzy Neural Network Model Based on Quantum Clustering

Wavelet Analysis on Crack Image of Coal Mining Roof

Symmetrical 2DLDA Using Different Measures in Face Recognition

Multi-label Classification with ART Neural Networks

Using Genetic Algorithm for Prediction of Information for Cache Operation in ?Mobile Database

Construction and Application of the Decision Tree Model for Agricultural Land Grading Based on MATLAB

Research of GIS-based Spatial Data Mining Model

Conceptual Design Knowledge Retrieval, Reuse and Innovation Based on Case and Constraint

Study on the Risk Prediction of Real Estate Investment Whole Process Based on Support Vector Machine

Output Prediction Model in Fully Mechanized Mining Face Based on Support Vector Machine

Research on Retrieval of MES Components Based on Ontology

Promoting Data Mining Methodologies by Architecture-Level Optimizations

Research on Establishment of Evaluation Model of Accounting for Safety Resources Based on Technology of Data Mining

Based on the Possibility of an Association Rule Mining Algorithm

Research on Content-awareness Protocol of Knowledge Communication Based on Ontology

Improvement of Prediction Ability of Multicomponent Regression Model by a Method Based on Data Mining in Chemometrics

A Novel RS-based Key Frame Representation for Video Mining in Compressed-Domain

Privacy Preserving Attribute Reduction Based on Rough Set

Study on Statistical Model of Reparable System Failure Data

Research of Distributed Algorithm Based on Usage Mining

Research of Decision Support System Based on Data Warehouse Techniques

Modeling of Evolving Knowledge Network with Node Deletion

An Association Rule Algorithm Based on Quotient Space

Collaboration in Knowledge Sharing and Developing in Inbound Logistics Outsourcing from Manufacturers Perspective

Bibliometric Analysis of Data Mining in the Chinese Social Science Circle

Study on the Intelligent CAD Technology of Body Welding Jig Based on the Knowledge

Process Mining: Algorithm for S-Coverable Workflow Nets

Association Classification Based on Compactness of Rules

A Study on Blog Based Personal Knowledge Management

Comparison of Tools for Data Mining and Retrieval in High Volume Data Stream

Grey Evaluation Method of Knowledge Management Capability

KDGT: Knowledge Discovery in Game Theory

Visualizing the Result of Fuzzy Clustering Using GIS

Design of Intelligent Traffic Light Controller Based on VHDL

A Model of Distributed Interprocess Communication System

A Novel Method for Evaluating Trustworthiness between Strangers in Large, Dynamic Ad Hoc Networks

Applying an Intrusion Detection Algorithm to Wireless Sensor Networks

Study on Controlling Process by X-H Method of Reversible Tandem Rolling

Study on Head Regional of Hot Forming for Wide-Thick Plate

Design of Sliding Mode Controller with Low-Pass Filter for Robot Manipulators

Weak Signal Detection Based on Chaotic Prediction

Design on the Fault Diagnostic System Based on Virtual Instrument Technique

The Forecast of Power Demand Cycle Turning Points Based on ARMA

A Security Architecture for Tactical Mobile Ad Hoc Networks

Design of Control Circuit of Seawater Treatment System Based on Microprocessor

Development and Research of HVDC Light System Based on DSP

A Novel FPGA Mathematical Technology Based AI-Fuzzy VCN Algorithm of Automation

An Automation Dynamic Testing Method Based AI-Controlling of VCR

RFID Enhancement in Road Traffic Analysis by Augmenting Reciever with TelegraphCQ

A Useful COFDM Demodulator for DVB-T

An Efficient Viterbi Decoder for Digital Mobile Multimedia Broadcasting Receiver

A Resilient In-Network Data Aggregation Scheme for Wireless Sensor Networks Based on Interleaved Authentication

Automatic Control System of Water Conservancy Project Model Based on Multi Agent

Model Design for Transmission Congestion Management Based on Fuzzy Programming

Simulation Model for the Studying of the Self-organizing Team

Research on Growing-up Mechanism and Fostering of Venture Enterprise Based on Knowledge Management

Evaluation of Foreign Exchange Risk Based on Financial Data Mining: Evidence from Iron and Steel Industry in China

SDM Techniques Based on TGSOM and its Application in R&D Performance Evaluation

Research on the Process of Urbanization Based on the Comparison of China's 35 Major Cities' Urbanization Levels

Can Mutual Fund Really Pick Stocks? A Bootstrap Analysis

Identification Model of Logistic Regression Analysis on Listed Firms' Frauds in China

Bank Lending, Inventory Financing and Trade Credit

Measurement Equivalence in Cross-Culture Research: Concept, Bias Resource and Test Method

An Empirical Research on the Relationship between Leadership and Personal Initiative

Oil Refining Enterprise Performance Evaluation Based on DEA and SVM

The Application of Multiple Regression Analysis Forecast in Economical Forecast: The Demand Forecast of Our Country Industry Lavation Machinery in the Year of 2008 and 2009

Empirical Research of the Relationship between Characteristics of Supervisory Board and Earnings Quality

Research on the Combinational Evaluation of the Market Value of Listed Company

Research on the Technological Innovation Diffusion Based on the Self-organization Theory: The Case of China Communication Industry

Research on Flexibility of the Workflow Reference Model

The Study of Partners' Selection for Virtual Logistics Enterprises

Research on Money, Inflation and Economic Growth in China Based on DAG

Research on Consumption Model about Urban Households Based on Keynes' Absolute Income Hypotheses in China

The Efficiency Variations of Chinese Feed-processing Enterprise of Different Ownership Structures: 2002-2005

Research on the Adoption of Electronic Commerce Based on Customer's Behavior

The Dynamic Competition Diffusion Model of B2C E-commerce in Potential Customers

Research of Model about Leaguer Selecting of Virtual Enterprise Based on Project Logistics

Study on Dynamic Mechanism of Enterprise Distributed Innovation

An Analysis of the Impact Chinese and Western Cultural Values Have on Technological Innovation

The Symbiotic Relationship between Coal Mining Machinery Enterprises and Coal Mining Enterprises in China

Empirical Analysis and Countermeasures Research on Corporate Credit Taking Listed Companies of Anhui Province as an Example

Application Research of Design Patterns in Virtual Trade Platform

Research on Green Effect of Eco-industrial Parks and its Formation Mechanism of Strategic Alliances' Stability

Activities in Emergency Management: Evidence from Case Study

Objective Cluster Analysis in Value-Based Customer Segmentation Method

The Study of Process Management Modeling Technology for Product Development

Economic Analysis of Social Sharing of Computer: Taking Teaching-use Computer Resource of Chinese University as an Example

The Construction and Analysis of Enterprise External Competitive Advantage Function Based on Knowledge Network in Urban Agglomerations

The Application of Regression Analysis in Correlation Research of Economic Growth in Jilin Province and Regional Income Distribution Gap

Bicluster Algorithm and Used in Market Analysis

Knowledge Management Performance Evaluation for Chinese Shipping Enterprise Based on Innovating Assets

Monetary Policy Rule in Transitional China: A Selection Based on the Result of Simulation

Money Shock in Dynamic Stochastic General Equilibrium Models

Software-Intensive Equipment Fault Diagnosis Research Based on D-S Evidential Theory

Application of an Improved Particle Swarm Optimization for Fault Diagnosis

A Comment to the Intelligent Functions of Different Weight Ciphers

A Novel Approach to Classify Imbalanced Dataset Based on Rare Attributes and Double Confidences

Towards Suspicious Behavior Discovery in Video Surveillance System

Research of NIDS in IPV6 Based on Protocol Analysis and Pattern Matching

Intelligent Content Filtering Model for Network Security Audit System

A Frame of Operational Risk Management System Based on Case-Based Reasoning

Three New Approaches to Privacy-preserving Add to Multiply Protocol and its Application

Algebraic Immunity of Even Variable Symmetric Boolean Functions

Study on Commercial Banks Credit Risk Based on AGA and Camel Rating System

Agent Implementing Mode of Information Security Grid

A Strong Designated-verifier Proxy Signature Scheme

Certificateless Proxy Blind Signature Scheme from Bilinear Pairings

Image Watermarking Based on Video Series Against Shearing

The Reliability Assessment of Legal Reasoning with Evidence Theory

Feature Selection for the Stored-grain Insects Based on PSO and SVM

Establishment of Rape Leaf Moisture Content Spectral Character Models Based on RSR-PCA Method

Research on Eye-gaze Tracking Network Generated by Augmented Reality Application

EDS2DCC: A Method of Eliminating Direct Super-class to Detect Cycle of Concepts

A Novel Region-based Image Annotation Using Multi-instance Learning

Research on Optimizing Security Investment Combination Based on PSO

A Case Study on Government Procurement Processes Identifying

A Fast and Configurable Pattern Matching Hardware Architecture for Intrusion Detection

Quantum Secret Sharing Based on Entanglement without Local Unitary Operations

An Efficient Hierarchical Method for Image Shadow Detection

Research on Segmentation Methods of Weed and Soil Background Under HSI Color Model

Research on Data Protection System in Computer Network

Security Scheme for Online Banking Based on Secret Key Encryption

Study on an Improved Extended-RBAC Model

Unifying Density-Based Clustering and Outlier Detection

VLD Design for AVS Video Decoder

Structured Topology for Trust in P2P Network

A Novel Dynamic Particle Swarm Optimization Algorithm Based on Chaotic Mutation

Fingerprint Image Compression Based on Directional Filter Banks and TCQ

Based on the Adaptive Noise Three-dimensional Mesh Digital Watermark Removal Algorithms

The Evaluation Index System and Method of Sustainable Uranium Development

A Novel Blind Watermarking Scheme in Contourlet Domain Based on Singular Value Decomposition

A Practical VCR Technique of Preventing Computer Viruses' Creeping in Networks

Colored Petri Nets Based Modeling of Information Flow Security

Data Retrieval and Security Using Lightweight Directory Access Protocol

Hierarchical Clonal Selection Algorithm for Multistage Pumping Station Optimization Operation Problem

Integrating Innate and Adaptive Immunity for Worm Detection

Manifold Alignment via Local Block Coordinate

Blind Mesh Watermarking Based on the Featured Points in the Frequency Domain

A Novel Robust 3D Mesh Watermarking Ensuring the Human Visual System

Applying Multi-Swarm Accelerating Particle Swarm Optimization to Dynamic Continuous Functions

Exploration of Virtual Avatar Technology Based on VRML and Java

Design of Teacher E-portfolio System for Teacher Professional Development

A Multi Agent Architecture Based on PGN-AO Model

Modeling and Simulation of Container Terminal Logistics System

Prediction by Integration of Phase Space Reconstruction and a Novel Evolutionary System under Deregulated Power Market

Services-Oriented CRM System and Enabling Technologies for Insurance Enterprises

Web Source Evaluation and Selection by Mass Collaboration

Study on Evolutionarily Stable Strategies (ESS) in SME Clusters

Semantic Similarity between Concepts Based on OWL Ontologies

Network Fault Diagnosis Using Hierarchical SVMs Based on Kernel Method

The Information Management System of County Distribution Based on GIS

Rough Relational Operators and Rough Entropy in Rough Relational Database

Research on File Content Tamper-proofing System for Distribution Environment

Combining Singular Value Decomposition and Item-based Recommender in Collaborative Filtering

Aggregation of Information Resources on the Invisible Web

Auto-recognizing DBMS Workload Based on C5.0 Algorithm

The Workload Adaptation in Autonomic DBMSs Based on Layered Queuing Network Model

A Research on QoS-based Ontology Model for Web Services Discovery

K-means Clustering Algorithm with Improved Initial Center

Modeling and Forecasting of Urban Logistics Demand Based on Support Vector Machine

An Extended Vector Space Model for XML Information Retrieval

Evaluation of Water Quality Using Grey Clustering

On the Classification of Some Three Dimensional Quaternary Optimal Self-orthogonal Codes

Predictable Real-Time Java Profile Based on RTSJ

A Novel Parallel Manipulator for Rotary Humanoid Wrist Based on Screw Theory

Vehicle Detection Based on Adaptive Background

Improvement on Parallel AQPSO Using the Best Position

Realization of Depth-first Search Based AI Properties of VCR

Study on Parameter Distribution in Structure Reliability Analysis: Machine Learning Algorithm and Application

Realization of Breadth-first Searches Based AI Properties of VCN

Utilizing Multi Agent Simulation to Explore Cities

A Service Selection Method of Non-critical Task in Parallel Structure

Intrusion Detection Method Based on Wavelet Neural Network

Design and Application of Water Displacing Oil Physical Simulation System Based on Radial Basic Function Network

Improved Hierarchical Network Model Based on Pastry Scheme

Inverse Analysis of Rock Displacement Based on Improved MSM-PGA

Satellite Orbit Determination Based on StahelDonoho Kernel Estimator

Impasse-Driven Learning in the Context of Video Games in Chinese Players

Study on the Synchronizing Mechanism of Node's Metadata Catalog Service

The Organization and Scheduling of Massive Grid Geographic Data

The Summary of MAPGIS Building Platform System

Popularized Spatial Information Service Platform Based on Multi-Major GIS

HVAC Fault Diagnosis System Using Rough Set Theory and Support Vector Machine

Water Quality Prediction Using LS-SVM and Particle Swarm Optimization

Multi-layer Intelligent Encapsulation of Manufacturing Resources for MAS-based Distributed Manufacturing System

A Novel P2P Traffic Identification Scheme Based on Support Vector Machine Fuzzy Network

Classification Using a Novel Combined Classifier for Digital Modulations in Digital Television Communication

Research and Design of PINS Simulator Based on UnderWater Vehicle Space Model

Small Structure State Detection with Fiber-optic Sensors and Neural Network

Assessment of Environmental Effect of Chinese Foreign Trade Based on Rough Sets and SOM Nerve Network

Research on Personalized Sports Teaching Network Resources System

Ontology-oriented Petri Net Model of Semantics Service Composition

Customer Value Assessment with Interval Numbers Based on Max-Entropy and TOPSIS

Research on 6-DOF Motion Platform on PMAC

Multi Relational Rules Mining in Data Warehouse

Notice of Violation of IEEE Publication PrinciplesCTMIR: A Novel Correlated Topic Model for Image Retrieval

First International Workshop on Knowledge Discovery and Data Mining (WKDD 2008)

Network Fault Diagnosis Using Hierarchical SVMs Based on Kernel Method

Content Provider	IEEE Xplore Digital Library
Author	Li Zhang Xiangru Meng Hua Zhou
Copyright Year	2008
Abstract	A new method based on kernel which can measure class separability in feature space is proposed in this paper for existing error accumulation when the Hierarchical SVMs is used to diagnose multi-class network fault. This method has defined metrics of sample distribution in feature space, which are used as the rule of constructing Hierarchical SVMs. Experiment results show that this method can restrain error accumulation and has higher multi-class classification accuracy, and offer an effective way for Network fault diagnosis.
Starting Page	753
Ending Page	756
File Size	332801
Page Count	4
File Format	PDF
ISBN	9780769535432
DOI	10.1109/WKDD.2009.79
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2009-01-23
Publisher Place	Russia
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Knowledge engineering Extraterrestrial measurements Data engineering Data mining Hierarchical SVMs Fault diagnosis Support vector machines Network Fault Diagnosis Kernel Method Support vector machine classification Machine learning Kernel Artificial intelligence
Content Type	Text
Resource Type	Article

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