NDLI: A Simplified Learning Algorithm of Incremental Bayesian

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2009 WRI World Congress on Computer Science and Information Engineering

Volume 7 - 2009

Volume 6 - 2009

Volume 5 - 2009

Cover Art - Volume 5

Title Page i - Volume 5

Title Page iii - Volume 5

Copyright Page - Volume 5

Table of Contents - Volume 5

Conference Information - Volume 5

Computer Aided Composition System with Interactive Selective Population Climbing

New Velocity Dealiasing of Doppler Radar with the Interactive Method

Resume Parser: Semi-structured Chinese Document Analysis

Discriminative Random Fields for Behavior Modeling

GNAnalyzer: A Novel System for Analyzing Gene Networks from Microarray Data with Bayesian Networks

BCPP: An Intelligent Prediction System of Breast Cancer Prognosis Using Microarray and Clinical Data

Extended Spike-Rate Perceptrons

Gene Selection Using l1-Norm Least Square Regression

An Intelligent Decoupling Control Scheme for Vacuum Casting Process

Robust Feedback Stabilization Control of an Underactuated Surface Vessel

Thermal Error Compensation on Machine Tools Using Rough Set Artificial Neural Networks

A New Strategy for Batch Reactor's Temperature Control

Car Navigation System Based on Hybrid Genetic Algorithm

Design of Electrical Conductivity Instrument Based on Pulse-Width Adjustable Bi-directional Pulsed Voltage

An Identifier-Based Control Method in Dynamic Tracking Neuro-Fuzzy Control System

Supervised Control of a Flying Performing Robot Using Its Intrinsic Sound

Study on Control Strategy of Clutch Engagement Based on Fuzzy Control during Vehicle Starting

Simulation and Optimal Control of Diesel Engine Propulsion System

Roller: Adding Target-Oriented Behavior to a Wheeled Mobile Agent

Active Vibration Isolation Platform Based on a Vector algorithm

The Invariance Principle of Singular Nonlinear Systems and Its Applications

An Autonomic Interface Selection Method for Multi-interfaces Mobile Terminal in Heterogeneous Environment

A Method of Reconstruction for Actuator Fault Based on Reduced Order Sliding Observers

Decoupling Coordinated Control System Based on PID Neural Network for Marine Steam Power Plant

Fast Algorithm of Selecting Satellites for Multiple Satellite Integrated Navigation System

A Simplified Learning Algorithm of Incremental Bayesian

Hyperspectral Image Compression Based on Wavelets and Uniform Directional Filter Banks

Web Data Extraction Based on Label Library

Edge-Preserving Filtering for Grey and Color Image

A Novel Technique for Automated Linguistic Quality Assessment of Students' Essays Using Automatic Summarizers

Information Extraction Using Link Grammar

Hill Climbing for Diversity Retrieval

The Study of Information Services in Manufacturing Grid

The Model of Personalized Intelligent Information Service in Library

Real-Time Face Detection and Recognition for Video Surveillance Applications

A Formal System of Aristotelian Syllogism Based on Automata Grammar

A Comparative Analysis of Neuro-fuzzy and Grammatical Evolution Models for Simulating Field-Effect Transistors

Adaptive Site Design Based on Web Mining and Topology

Research on Knowledge-Base and Its Constructing for the Deep Web Information Processing

Working Structure Knowledge Acquisition from Mechanical Product Patent Based on Natural Language Understanding

A Chinese Document Retrieval Method Enhanced by Concept Base

Research on the Distributive Knowledge Management System of Logistic Enterprise Integrating Context Management

Configuring and Tuning an Environment-Aware Continuous Query Processor

Knowledge Model Based on Error Logic for Intelligent System

Determination Freshwater Fish Freshness with Gas Sensor Array

An Algorithm for Uncertain Data Reconciliation in Process Industry

In-System Programming Outer-Chip Flash of DSP with Ethernet Interface

Study of Grey Model Theory and Neural Network Algorithm for Improving Dynamic Measure Precision in Low Cost IMU

Development of a New Remote Controlled Emergency-Handling and Fire-Fighting Robot

Mobile Robot Path Planning with Complex Constraints Based on the Second-Order Oscillating Particle Swarm Optimization Algorithm

Consensus-reaching of Multiple Robots with Fewer Interactions

Adaptive 2D-Path Optimization of Steerable Bevel-Tip Needles in Uncertain Model of Brain Tissue

Coverage Rolling Path Planning of Unknown Environments with Dynamic Heuristic Searching

Melody Information Retrieval System Using Dynamic Time Warping

Point Target Detection with Linear Fishertarget

Combining Speech Enhancement and Discriminative Feature Extraction for Robust Speaker Recognition

License Plate Location Based on Characteristic of Local Shape and Color

Blind-Road Location and Recognition in Natural Scene

Research on the Method of Chinese Speech Retrieval

Forecasting Conditions of Reactor Coolant Pump Based on Support Vector Machine

Normative Agent Social

Evolving Neural Network with Dynamic Time Warping and Piecewise Linear Representation System for Stock Trading Decision Making

Optimum Design for Full Vehicle Logistic Network Based on Mixed Particle Swarm Algorithm

Adapted Simulated Annealing Framework to Improve PZB Model Disparity in Bank Competitiveness Management

Prediagnosis Doctor Simulation Using Case-Based Techniques

Personalized Approach for Mobile Search

A Fully Automatic 3D Reconstruction Method Based on Images

Optimal Adaptive Waveform Selection Based on ADP in Cognitive Radar

Automatic Preposition Errors Correction Using Inductive Learning

Online Automated Assessment of Student English-Chinese Translation

FPGA-Based Digital Signal Processing Trainer

Intelligent Building Analysis Based on EM Algorithm in Generalized Linear Model with Multi-dimensional Cyclic Matrix

Developing the 3D Flood Model Visualization System Based on the ArcEngine

Geometrical Nonlinear Analysis of the Spinal Motion Segments by Poroelastic Finite Element Method

Design and Implementation of a Knowledge Engineering-Based Dental Diagnostic Expert System (DDES)

A New Method for Locating Feature Points in Pulse Wave Using Wavelet Transform

Cooperative Medical Decision Support

Optimal Linear Control of Blood Glucose

Time Series Mining Approach for Noninvasive Intracranial Pressure Assessment: An Investigation of Different Regularization Techniques

Syndrome Differentiation in Intelligent TCM Diagnosis System

An Area-Decomposition Method for a Nesting System

Software Architecture, Knowledge Compiler and Ontology Design for Cognitive Technical Systems Suitable for Controlling Assembly Tasks

Incorporating DCSP Algorithms into Multi-agent System for Supply Chain Collaboration - A Case Study for Manufacturing Supply Chain

Optimization of a Two-Echelon Supply Network Using Multi-objective Genetic Algorithms

Business Process Continuous Improvement System Based on Workflow Mining Technology

Research on Process Design of Intelligent Fault Diagnosis for Complicated System

MARTI: Mobile Augmented Reality Tool for Industry

Research on Laboratorial Real Time Available-to-Promise System

Visual Modeling and Simulation for Laser Action Area in Rapid Prototyping

Application on Rotor Vibration Control of SMA Model Based on Multivariate Statistical Analysis

Integration of Bills of Material towards a Communication Tool

A Rotatable Placement Algorithm and GA to the Nesting Problem

On the Design and Implementation of Holonic Manufacturing Systems

Online Quality Evaluation of Ultrasonic Wire Bonding Using Input Electrical Signal of Piezoelectric Transducer

Stress Test of Roadway Network Capacity

Real-Time Video Detection of Road Visibility Conditions

Camshift-Based Real-Time Multiple Vehicle Tracking for Visual Traffic Surveillance

A Dynamic Feature Selection Method for Vision Based Vehicle Recognition

Agile Safety Management System of Chemicals Transportation

The Algorithm of Track Occupied Identification Base on HMM

Simulation Algorithm for Energy-Efficient Train Control under Moving Block System

Integrating GIS with Cellular Automaton Model for Railway Transportation Safety System

Floating Car Data Based Taxi Operation Characteristics Analysis in Beijing

A Kernel-Based Sentiment Classification Approach for Chinese Sentences

CRFs-Based Chinese Named Entity Recognition with Improved Tag Set

Study on Multi-agent Simulation System Based on Reinforcement Learning Algorithm

Correlated-Clustering Frame: A Holistic Method of Deep Web Schema Matching Based on Data Mining

A Reinforcement Learning Algorithm Based on Minimum State Method and Average Reward

Learning Relations by Path Finding and Simultaneous Covering

A Semi-supervised SVM Based Incorporation Prior Biological Knowledge for Recognizing Translation Initiation Sites

A New Initial Pattern Library Algorithm for Machine Learning

A Forecasting Approach on Development of Manufacturing Industry Using Support Vector Machine Combined with Grey System

Research on Domain-Specific Text Classifier

Sieve-Decrease Algorithms of Polynomial Neural Networks

PID-Based Feature Weight Learning and Its Application in Intrusion Detection

Email Grouping and Summarization: An Unsupervised Learning Technique

AC Servo Control System Based on CMAC Neural Network

Study on the Artificial Neural Network in the Diagnosis of Smear Negative Pulmonary Tuberculosis

Forecasting Heartbeat Delay for Failure Detection over Internet Using Nonlinear System

The Segmentation of Skin Cancer Image Based on Genetic Neural Network

The Use of Neural Network BP Algorithm in Magnesium Smelting Process Parameter Optimization

Traffic Safety Evaluations Based on Grey Systems Theory and Neural Network

Analysis on Network Model Parameters of BP Neural Network in the Assessment for Bridge Reliability

Study on the Response of Lake Chaohu Eutrophication to Yangtze River - Lake Chaohu Water Transfer Project

Study on Response Surface Methodology with Artificial Neural Networks Application in Aerodynamic Optimization

Performance Analysis of Multiple Input-Queuing Scheduling Employing Neural Network in ATM Switches

A Character Recognition Algorithm Adapt to a Specific Kind of Water Meter

Exponential Stability of Fuzzy Cellular Neural Networks with Time-Varying Delays and Impulses

Short-Term Traffic Flow Forecasting of Road Network Based on Spatial-Temporal Characteristics of Traffic Flow

Long-Distance Oil/Gas Pipeline Failure Rate Prediction Based on Fuzzy Neural Network Model

Classification of Liver Disease from CT Images Using Sigmoid Radial Basis Function Neural Network

Predicting the Optimum Process Parameters for Seamless Tube Rolling with FEM and BPNN

A Hybrid Subspace-Connectionist Data Mining Approach for Sales Forecasting in the Video Game Industry

Sensitivity Analysis of Neural Network Parameters for Identifying the Factors for College Student Success

Neural Network with Cooperative Switching Units with Application to Time Series Forecasting

A Framework for Wireless Sensor Network Based Mobile Mashup Applications

Research on Semantic Decision Support System

Extracting Attributes from Deep Web Interface Using Instances

Semantic-Enhanced Case-Based Reasoning for Intelligent Recommendation

Ontology Based Collaborative Simulation Framework Using HLA and Web Services

Research on Service Discovery and Matching Based on Ontology and Service Capabilities in Manufacturing Grid

The Effect of Fuzzy Logic on Database

Equivalence Knowledge Cumularspharolith and Multiple Approximate Reasoning in R - Logic CR

Simultaneous Feature Selection and LS-SVM Parameters Optimization Algorithm Based on PSO

Research and Implementation of Dynamic Migration of SoftMan Based on Group Management Strategies

Memory in Silico: Building a Neuromimetic Episodic Cognitive Model

Vibration Active Control of Fluid Pulsation Based Piezoelectric Valve

A Genetic Ant Colony Classifier System

Property Preservation of Petri Refinement Net

Intelligent System for the Diagnosis of Epilepsy

Smoke Detection in Video

Research on Water Bloom Prediction Based on Least Squares Support Vector Machine

An Improved Attribute Reduction Heuristic Algorithm Based on Boolean Matrix

Cluster-Based Split-Window Radon Transform Algorithm for Ship Wake Detection

Intelligent Storage Architecture and Key Technologies Research

Kinematic Comparison of CT Marker Base and Non-CT Marker Base Approaches for Intelligent Dental Surgical Navigation Development

Author Index - Volume 5

[Publisher's information - Volume 5]

Volume 4 - 2009

Volume 3 - 2009

Volume 2 - 2009

Volume 1 - 2009

A Simplified Learning Algorithm of Incremental Bayesian

Content Provider	IEEE Xplore Digital Library
Author	Chen hua Zhang xiao-gang Zhang Jing Ding Li-hua
Copyright Year	2009
Abstract	A proportion factor is constructed though the Maximum Aposteriori Probability of examples in test data to select the training examples in incremental learning process. Instead of complex normal classify loss expression, the proportion factor λ is used to estimate the classify loss to improve classification efficiency. The final experiment shows that this algorithm is feasible, and more accurate than simple Bayesian classifier. The computing time is highly reduced on the optimal selection of examples in incremental learning process.
Starting Page	126
Ending Page	128
File Size	345864
Page Count	3
File Format	PDF
ISBN	9780769535074
DOI	10.1109/CSIE.2009.305
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2009-03-31
Publisher Place	USA
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Maximum a posteriori estimation Algorithm design and analysis Data engineering Probability distribution Data mining Bayesian classifier Computer science Bayesian methods incremental learning simplified algorithm Training data Machine learning Testing
Content Type	Text
Resource Type	Article

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