NDLI: Evaluation of classifier performance in descrete pattern recognition problem

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Proceedings. The 9th Russian-Korean International Symposium on Science and Technology, 2005. KORUS 2005.

Proceedings. The 8th Russian-Korean International Symposium on Science and Technology, 2004. KORUS 2004.

7th Korea-Russia International Symposium on Science and Technology, Proceedings KORUS 2003. (IEEE Cat. No.03EX737)

Volume 4 - 2003

Volume 3 - 2003

Volume 2 - 2003

Laser systems and technologies for protection of production against the nonauthorized copying

Electric load graph analysis by a wavelet based approach

Iterative compensation algorithm for electrical distribution system analysis

Induction motor improvement for energy saving technologies

The conceptual model of the logistics system in power branch in the conditions of restructuring

Forecasting of the technical condition of the rolling stock of electric transport

Use of three-level information systems at the enterprises of city electric transport

Ensuring of the generating company competitiveness at the energy market due to the assignment of the optimum states of thermal stations

Commercial losses of UB electric distribution network shareholding company (CO., SH) and their reducing

Transformless conditioners of quality of main voltage

Application of nanodispersed powders produced by wire electrical explosion method

Policy to renovate techniques and technology of heat supplying system and ways to improve its efficiency

Energy losses in the prebreakdown stage of discharge evolution in high-voltage hydraulic systems

Optimal electric drives' control of operational winches of gold production creepers, river hydraulics and projectiles

An improvement of power indexes of the electrical machine generators based on the magnetic field analyses

Fuzzy algorithm for LTC

Differential busbar protection current circuits transients features during nonsimultaneous short faults

Bit and subcarrier allocation for OFDM transmission using adaptive modulation

Self-localization of mobile robot using omni-directional vision

Delay characteristics and sound quality of digital waveguide model by spatial sampling

A home health care system for elderly people

Nonlinear principle component analysis using local probability

Eigenvoice based fast speaker adaptation with bias compensation

Extraction of skeleton features using human silhouette and skin

Environment understanding by multiple feature-based region segmentation

Realistic 3D reconstruction from an image sequence

A wavelet method for signal analyses of the power electronics circuits

Design of soft hardware for image input and analysis on the base of scanning electron microscope

Method of segmentation of the anisotropic images

A combination of neural and semantic networks in natural language processing

Quality certification based on hierarchical classification of software packages

A Web-based collaborative system and its application

Constructing control flow graph that accounts for exception induced control flows for Java

Resource allocation protocol based on maximum cell transfer delay for rt-VBR services in wireless ATM LAN

Protein structure comparison basis on structural classification information

Knowledge-based approach in solving problems of Internet education

The new criteria for accreditation of engineering educational programmes

Automatic search of indicators of text authorship

Algorithms of accelerated division on modulo 2

Technology of simulation modeling by using universal programming languages

Exact estimations of empirical risk bias for discrete feature

Evaluation of classifier performance in descrete pattern recognition problem

Adaptive security in complex information systems

Gigabit CMOS transimpedance amplifiers for optical communication applications

Properties of AlN thin film deposited by reactive RF magnetron sputter for SAW device application

Design of 32-bit RISC processor and efficient verification

Study on micro controller design and verification methodology

On a design verification of the pipelined digital system using SMV

FPGA Implementation of a 3/spl times/3 window median filter based on a new efficient bit-serial sorting algorithm

Electric discharge treatment of water containing organic substances

Microwave radiation characteristics of relativistic magnetron with coupled cavities

Activation of gases and dispersed liquids with electric discharge treatment

Designing the multipliers of frequency on field transistors

Microwave resonant compressors and prepulse suppression

Calculating program of three-dimensional magnetic fields

Measurement of moisture of ceramic material on UHF

Comparison of sensitivity between the FTSP transducers and piezoresistive wheatstone bridge

About duration operate of resister for neutral grounding

Modelling of electromagnetic wave propagation in the turbulent flow with resonance absorption

Stochastic model of electromagnetic signal propagation in random discrete absorbing media inclusive a semitransparent spherical object

Sound monitoring system of operating machines in power plant

Applied aspects of concor's application

Hands shape recognition using moment invariant for the Korean sign language recognition

Noncoherent detection of FQPSK signals using MLDD

The system approach to knowledge management systems designing and development

Traffic sign recognition by division of characters and symbols regions

Analysis of 3D human motion in a computer vision- based motion capture system

An efficient design of IPCR(image processing cache register) for wavelet transform

Image processing based on Gibbs models

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Application of wavelet-spectrum analysis of acoustic signals for fatigue fracture diagnostics by free oscillation technique

U-WIN: The university of Ulsan Web based information network

Agent for electronic commerce on the semantic Web

Informational support for the development process of the university strategic plan

A reliable group communication system for Java application

Design and implementation of an UML case tool for OLE container functionality

Hierarchical object model of variant choice

An example of fuzzy decision-making system

Design of an extended TCP for preventing DOS attacks

Parallel gravitational solver for protoplanetary disc simulation

Structured programming: myths and facts

Development of computer programme for the description of plastic deformation by slip

Multilingual thesauri development and application

Web-technology of university's evaluation rating

Expert support system for making decision by the results of computer-based testing within the ends of teaching quality evaluation

Combined modelling method

Attitude estimation using low cost accelerometer and gyroscope

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Communication delay properties in performance model of profibus token passing protocol

An optimal control approach to robust control of robot manipulators

A study on the flexible and efficient instrument control software generation

A design of the fieldbus network for the lead frame plating process

The mobile robot teleoperation to consider the stability over the time-delay of wireless network

Advanced pole placement methodology for non-overshooting condition

Methods of control by DC/DC boost converter

Express radioisotope method of solid component concentration determination in ternary pulps (liquid, gas, solid)

A reduction of the ac line current harmonics in a multilevel-voltage source rectifier

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A two-region control of permanent magnet synchronous motors

Design of robust synchronizing controller for unknown servo-motor systems with H/spl infin/ controller

Volume 1 - 2003

Proceedings 6th Russian-Korean International Symposium on Science and Technology. KORUS-2002 (Cat. No.02EX565)

5th Korea-Russia International Symposium on Science and Technology. Proceedings. KORUS 2001 (Cat. No.01EX478)

Proceedings KORUS 2000. The 4th Korea-Russia International Symposium On Science and Technology

Proceedings Third Russian-Korean International Symposium on Science and Technology. KORUS'99 (Cat. No.99EX362)

Evaluation of classifier performance in descrete pattern recognition problem

Content Provider	IEEE Xplore Digital Library
Author	Berikov, V.
Copyright Year	2003
Description	Author affiliation: Novosibirsk State Tech. Univ., Russia (Berikov, V.)
Abstract	We consider a problem of pattern classifier performance evaluation in case of learning sample of limited size and discrete space of variables. The principle of Bayesian averaging of recognition performance is used for the analysis. With use of this principle, we found the dependencies between sample size, complexity of variables space, and the mean and variance of the true error function. This gives us a possibility to evaluate the confidence bound for the true error. As an application of these results, we consider the problem of classification tree design and evaluation of its performance.
Starting Page	201
Ending Page	205
File Size	258710
Page Count	5
File Format	PDF
ISBN	8978686176
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2003-06-28
Publisher Place	South Korea
Access Restriction	Subscribed
Rights Holder	7th Korea-Russia Intl Sym on Science
Subject Keyword	Pattern recognition Bayesian methods Performance analysis Error analysis Probability distribution Mathematics Electronic mail Classification tree analysis Decision trees Analysis of variance
Content Type	Text
Resource Type	Article

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