NDLI: Matrix-Pattern-Oriented Ho-Kashyap Classifier with Early Stopping

Please wait, while we are loading the content...

2009 WRI World Congress on Computer Science and Information Engineering

Volume 7 - 2009

Volume 6 - 2009

Volume 5 - 2009

Volume 4 - 2009

Volume 3 - 2009

Cover Art - Volume 3

Title Page i - Volume 3

Title Page iii - Volume 3

Copyright Page - Volume 3

Table of Contents - Volume 3

Conference Information - Volume 3

A Study on Workflow Technology for RP Application

Feature-Based Automatic Portrait Generation System

Design Intent Information Exchange of Feature-Based CAD Models

Annotating Web Pages for Semantic Web

Design and Realization of the Two-Way Signal Acquisition Module Based on TMS320VC5402 DSP

Double Starlike Graphs with Largest and Second Largest Degree Difference 2 Determined by Their Laplacian Spectrum

Approach for Performance Analysis of Arbitrary Stochastic Workflow Nets

Risk Perception in Modeling Malware Propagation in Networks

An Algorithm for Selecting RBF-ANN Centers of Species Mass in Engine

Design of Medical Insurance Supervision System Based on Active Data Warehouse and SOA

Fraud Detection in Statistics Education Based on the Compendium Platform and Reproducible Computing

A Computational Method for Temporal Logic Reasoning and Model Checking

A Novel Scheme for Efficient Installation of Applets for Advanced Java Card System

Hosting Multiple Simultaneous Applications over an Easy to Administrate, Scalable, Extensible Platform Integrating Diverse Computational Resources

RFID Footwear and Floor System

Design of a Controller for a Drag Race Detection System

An Easy Camera Pose Method from Fisheye Image

Minimum-Congestion Weighted Hypergraph Embedding in a Rings Cycle

USB in the Application of PCR Instrument Embedded System

Research on Internet Storage Service Model and Protocol Based IPv6

Architecture Design of RP-Oriented Rapid Response Service System

Secure Anonymous Donation Protocol

Study on the Agile Virtual Enterprise Model Based on a Network Structure

A Texture Feature Extraction Based on Two Fractal Dimensions for Content Based Image Retrieval

Tilt-Induced-Error Compensation for 2-Axis Magnetic Compass with 2-Axis Accelerometer

The Impact of E-money on the Economy

Application of Industry Ethernet and Configuration Software in Heating Network Monitoring System

A Dynamic Tracing Algorithm Based High Speed Camera

Analysis for Reliability of Groyne Safety during Random Erosion Process

Computer Simulation of Dynamic Brittle Damage Process in Arch Dam due to Blast Load

Discussion of Cross Docking Design in Modern Logistics Systems

Fast Simulation Sechnology to Tidal Current Animation with Lagrange Law

Analyze and Improve the Time Synchronization in EPA

D-Heaps as Hash Tables for Vectors over a Finite Ring

Study on Disassembly Planning of Production System in Reverse Logistics

A Fundamental Reactive Current Real-Time Detection Method Based on Direct Computation

The Clustering Algorithm of Wireless Sensor Networks Based on Multi-hop between Clusters

Dynamic Optimization Project Study between the Traffic Organization and the Traffic Signal Control of Urban Traffic

Researches on Modeling and Simulation of Turbo-Shaft Engine and Main Rotor System

Research on Remote Monitoring of Large-Scale Oil Tanks Based on Web

The Super-Resolution Restoring Method based on Micro-Displacement

DSP Controlled High Power Pulse Power Supply

Global Path Planning of Mobile Robot Based on Particle Filter

General Approach for Simulating Heterogeneity of Car-Following Behaviors

A Computer Numerical Controlled System with NURBS Interpolator

Research on Dam Perspective Based on OpenGL

An Integrated Service Management Platform Based on On-Line Charging

An Early Fire Image Detection and Identification Algorithm Based on DFBIR Model

Design and Application of a Research-Oriented E-learning System

Efficiency of Winnow Protocol in Secret Key Reconciliation

An Implementation of Post-Processing Software in Quantum Key Distribution

Track Down HW Function Faults Using Real SW Invariants

Finite Element Analysis on the Mechanical Effect of a Roughened Stem for Cemented Hip Prosthesis

Optimal DWT-SVD Domain Image Watermarking Using Multi-objective Evolutionary Algorithms

Visualization of Preprocess Data in the Examination Timetabling Problem

Real-Time Logic Verification of a Wireless Sensor Network

Application in Radar Simulation of STK/Connect Module

XV-Pod: An Emotion Aware, Affective Mobile Video Player

Security Testing for Intrusion Provention System - The Security Evaluation Practice

MobiCash: A New Anonymous Mobile Payment System Implemented by Elliptic Curve Cryptography

Study of Real-Time Multi-shaker Random Vibration Testing System

Design Study for Active Information System

Design of Supervision Software for Programmable Power Supply Based on Virtual Instrument Development Environment

Modeling and Realizing Automatic Design of Complex Mechanism Using Structure-Grouping Method

HOWTO: A Hybrid Overlay Approach with Tree Optimization

An Energy-Balanced Clustering Routing Algorithm for Wireless Sensor Networks

Parallel Hypercube Implementation of Haar Transform

A Sender-Driven Clustering Algorithm of Layer Rate Dynamic Allocating in Layered Multicast

The Behavior Properties of Refinement of Petri Nets and Application in Parallel Programming

Coordination of Mobile Agents in Information Retrieval Applications

Parallel Processing and Large-Field Electron Microscope Tomography

Inversion Algorithm of Parallel Dense Matrix and Its Application

Software Integration Solution Design and Implementation Based on VINCA and GT4

An Efficient Super-Node-Based Regional Lookup Algorithm in Chord

Implementation and Quantitative Analysis of a Shared-Memory Based Parallel Server Architecture for Aerospace Information Exchange Applications

A CMOS Bandgap Reference with Wide Input Voltage Range

Weighted Lee Algorithm on Rectilinear Steiner Tree with Obstacles and Boundary

Design of A Low-Power-Consumption and High-Performance Sigma-Delta Modulator

The Application of Monte Carlo Analysis in the Sigma-Delta Modulators Stability Design

Design of a Bandgap Current Reference with Wide Range of Output Voltage in a 0.18µm Bi-CMOS Process

Design of Multi-phase Clock Generation and Selection Circuit for CDR

An All-Digital PLL for Video Pixel Clock Regeneration Applications

The Study of Urban Construction Patterns on Finite Difference Method

Single-Phase Adiabatic Tree Multipliers with Modified Booth Algorithm

Low-Power Adiabatic Pins for Driving Chip Pads

The Implementation of Low-Power CAM with Fully Adiabatic Driving for Large Node Capacitances

Energy Efficient Instruction Cache with Local Access Scheme

Content Addressable Memory for Low-Power and High-Performance Applications

Energy-Aware Scheduling for Practical Mode Real-Time Systems with QoS Guarantee

ZigBee Based Intelligent Helmet for Coal Miners

VSIB: A Sensor Bus Architecture for Smart-Sensor Network

Design of USB2.0 Device Controller IP Soft-Core Based on SoC Technology and WISHBONE Bus

Mapping N-Port Memory with Dual-Port Array

The Design and Implementation of AMBA Interfaced High-Performance SDRAM Controller for HDTV SoC

An Efficient Lossless Compression Method for Internet Search Data in Hardware Accelerators

Design Methods of Multi-DSP Parallel Processing System

The Hardware Implementation of Byte Permutation Instruction of an Embedded Processor

The Development of Procurement Management Information System Based on Workflow Technology

Timing Analysis with Compact Variation-Aware Standard Cell Models

A 36.1 GHz Single Stage Low Noise Amplifier Using 0.13 µm CMOS Process

Computer Simulation of 3D Mask Image Based on Self-Adaptive Model in VLSI Lithography

Fast Variation-Aware Statistical Dynamic Timing Analysis

A 0.1 ppm Successive Approximation Frequency-Temperature Compensation Method for Temperature Compensated Crystal Oscillators (TCXO)

A Method for Logic Circuit Test Generation Based on Boolean Partial Derivative and BDD

Bearing Thickness Auto-Measuring and Classifying System

Integrated Innovation in Complex Products and System Based on Niche Strategy

Real Time Simulation for Parameter Optimization with Pentium D and Pentium Core 2 T7400 Microprocessor

The Research on AOPN with Its Applications in Modeling Command Agent

The Improved Transductive Support Vector Machine and Its Application to Environment Monitoring in Industrial Seaculture

SpMT WaveCache: Exploiting Thread-Level Parallelism in WaveScalar

Design of a Configurable and Extensible Tcore Processor Based on Transport Triggered Architecture

Enhanced Moving Average Computation

A Fast Transient Response Low Drop-Out Voltage Regulator

Low Power Design of a Grating Detection System Chip

A Computation Saving Partial-Sum-Global-Update Scheme for Perceptron Branch Predictor

Energy Efficient Register File with Windowed Control Scheme

Notice of Violation of IEEE Publication PrinciplesProcess Control Technology Application in the Manufacture of Discrete Components NC

Design of Real-Time Monitoring and Visual Management System Based on RFID for Engineering Training

Design of High-Speed DRFM System

Application of FIX Software on Hydraulic Control Valve

Design of a GALS Wrapper for Network on Chip

Multiple-Valued Memory Design by Standard BiCMOS Technique

An Overview of Learning to Rank for Information Retrieval

A Forecasting Model for Parking Guidance System

Application of Apriori Algorithm in Oracle Bone Inscription Explication

Discovery of Association Rules in National Violent Death Data Using Optimization of Number of Attributes

An Algorithm of Rule Generation from Flexible Information System

The Application of Apriori-Gen Algorithm on the Interaction Analysis of SNPs in Genetic Disease

Folksonomy for the Blogosphere: Blog Identification and Classification

Constrained Clustering Objects on a Spatial Network

A Trajectory Clustering Algorithm Based on Symmetric Neighborhood

Oil Pipeline Work Conditions Clustering Based on Simulated Annealing K-Means Algorithm

K-Means on Commodity GPUs with CUDA

Data Mining Technology Based Leak Detection Method for Crude Oil Pipeline

A Classification Algorithm Based on Similarity Degree

A New Implementation of Recursive Feature Elimination Algorithm for Gene Selection from Microarray Data

Neural Network with K-Means Clustering via PCA for Gene Expression Profile Analysis

Applying Data Mining in Prediction and Classification of Urban Traffic

A Revised Ant Clustering Algorithm with Obstacle Constraints

Affine Subspace Nearest Points Classification Algorithm for Wavelet Face Recognition

Matrix-Pattern-Oriented Ho-Kashyap Classifier with Early Stopping

Personal Financial Market Segmentation Based on Clustering Ensembles

Optimizing the Ant Clustering Model Based on K-Means Algorithm

Identifying DNA Strands Using a Kernel of Classified Sequences

A Comparative Study of Selected Classifiers with Classification Accuracy in User Profiling

A Novel Fuzzy Based Classification for Data Mining Using Fuzzy Discretization

Product Information Exchanges between CAD/PDM systems and the Collaboration Portal System using PLM Services

An Information Acquisition Method of City Bus Integrated Control Network

Finding Semantic Knowledge on the Folksonomy Evolution from Metadata

Filtered-Push: A Map-Reduce Platform for Collaborative Taxonomic Data Management

A Method to Automatically Discover and Classify Deep Web Data Source Using Multi-Classifier

The Study of Hyper-graph Urban Spatio-temporal Expansion Model Based on Features

Author Index - Volume 3

[Publisher's information - Volume 3]

Volume 2 - 2009

Volume 1 - 2009

Matrix-Pattern-Oriented Ho-Kashyap Classifier with Early Stopping

Content Provider	IEEE Xplore Digital Library
Author	Zhe Wang Songcan Chen Zhisong Pan Xuelei Ni
Copyright Year	2009
Abstract	Matrix-pattern-oriented Ho-Kashyap classifier has been demonstrated to have a superior classification performance to its vector classifier. However, it is found that the matrixized classifier takes a large computational complexity for convergence in some cases. To overcome the disadvantage, this paper introduces the early stopping technique into the matrixized Ho-Kashyap classifier and presents a Matrix-pattern-oriented Ho-Kashyap classifier with Early Stopping named MatHKES. The presented MatHKES adopts early stopping as a new regularization technique instead of adding a regularization parameter in the criterion. The proposed algorithm achieves: 1) a less running time; 2) a competitive or better classification performance; 3) an avoidance of over fitting in training.
Starting Page	689
Ending Page	693
File Size	263632
Page Count	5
File Format	PDF
ISBN	9780769535074
DOI	10.1109/CSIE.2009.8
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	Computer science Automation Space technology Programmable logic arrays Feature extraction Linear discriminant analysis Computational complexity Principal component analysis Automotive engineering Information systems
Content Type	Text
Resource Type	Article

Central Library (ISO-9001:2015 Certified)
Indian Institute of Technology Kharagpur
Kharagpur, West Bengal, India | PIN - 721302

See location in the Map
03222 282435
Mail: support@ndl.gov.in

Sl.	Authority	Responsibilities	Communication Details
1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
5	Website/Portal (Helpdesk)	Queries regarding NDLI and its services	support@ndl.gov.in
6	Contents and Copyright Issues	Queries related to content curation and copyright issues	content@ndl.gov.in
7	National Digital Library of India Club (NDLI Club)	Queries related to NDLI Club formation, support, user awareness program, seminar/symposium, collaboration, social media, promotion, and outreach	clubsupport@ndl.gov.in
8	Digital Preservation Centre (DPC)	Assistance with digitizing and archiving copyright-free printed books	dpc@ndl.gov.in
9	IDR Setup or Support	Queries related to establishment and support of Institutional Digital Repository (IDR) and IDR workshops	idr@ndl.gov.in