NDLI: A more efficient classification scheme for ID3

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2010 2nd International Conference on Computer Engineering and Technology

Volume 7 - 2010

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Volume 2 - 2010

Volume 1 - 2010

An IBE based fast authentication among WLANs for 3G users

Cluster-based routing using Bacteriologic Algorithm in Wireless Sensor Network

An analysis of the improved EAP-AKA protocol

Effeciency enhancement in embedded system design

Notice of RetractionThe description for properties of biorthogonal higher-dimensional wavelet packets with respect to a dilation matrix

Notice of RetractionAn algorithm for designing vector-valued wavelets with three-scale

Notice of RetractionThe character of orthogonal bivariate wavelet packets associated with an integer-valued dilation factor

Notice of RetractionThe properties of vector trivariate wavelet packets with arbitrary integer-valued dilation factor

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Notice of RetractionThe Neural Networks Ensembles based on evolutionary programming for Job Shop Schedule Problem

Notice of RetractionStudy of bivariate affine pseudoframes of subspace associated with a generalized multiresolution analysis

Notice of RetractionGeneration and characteristics of a sort of four-dimensional wavelet packets with five-scale

An improvement on conference key agreement protocol with user anonymity

On the security of proxy blind multi-signature scheme without a secure channel

Cryptanalysis and improvement on an IC-card-based remote login mechanism

Notice of RetractionA research on urban spatial morphology and land use type based on space syntax: A case study on Lujiazui functional area of Shanghai

Obstacle-climbing performance simulation analysis of wheel-legged rover

Notice of RetractionTool condition and machine component monitoring by fuzzy indices

Design and analysis of high radix complex dividers

ATM terminal design is based on fingerprint recognition

Notice of RetractionApplication of eigenvector centrality in metabolic networks

Content-based topic discovery of high-impact model

Holographic view language hvl4dcam for aspectual middleware platform

MDA-based automated generation method of test cases and supporting framework

Design of virtual walkthrough system based on Virtools

Research on requirement management for complex systems

Notice of RetractionOrientation-location distribution algorithm for the spatial effect evaluation of pipe-routing arrangent

K-Means Like Minimum Mean Distance Algorithm for wireless sensor networks

Attack on a certificateless signature and threshold proxy signature with revoking anonymity

A novel method for monitoring state and evaluating health of analog circuit

Adaptive neuro sliding mode control for inverted pendulum

Sequential diagnosis for BC graphs

SMX/R: Efficient way of storing and managing XML documents using RDBMSs based on paths

Wireless temperature monitoring system based on the ZigBee technology

Selective SVM ensemble based on discretization method

Notice of RetractionNumerical simulation of time-varying effect to induction caving roof based on RFPA2D

Skin detection in color images

Hardware assisted resource sharing platform for personal cloud

The architecture and real-time communication of CNC systems based on switched Ethernet

An intelligent security defensive software

Notice of RetractionStudy on optimization of ore pillar structure parameters of mining environment based on 3DMINE and MIDAS/GTS

Numerical analysis of stope stability based on coupling of MIDAS/GTS and $FLAC^{3D}$

Notice of RetractionA hybrid population-based algorithm for constrained global programming

Notice of RetractionA biphasic approach for university timetabling problem

Notice of RetractionThe fire distribution method of multi-type missiles based on dynamic programming

SCOUT and affective interaction design: Evaluating physiological signals for usability in emotional processing

Notice of RetractionAnalysis and forecasting model of tourism economy based on improved support vector regression

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Application of wavelet threshold de-noising to sound travel-time estimation

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Error-space estimate method with time correction for spatial target tracking

A framework for network security situation awareness based on knowledge discovery

A new time optimizing probabilistic load balancing algorithm in grid computing

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Image fusion method based on non-sampled lifting wavelet transforms

Improvement of the ridge estimation in regression linear model

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Notice of RetractionStudy on main resonance bifurcations of SDOF symmetrical trilinear system

Notice of RetractionOptimization of clarification process of persimmon vinegar by response surface methodology

Application of mixtures of kernels in diesel cetane number measurement with NIR spectra measurement

Topology-aware kademlia based on distributed clustering in self-organizing mode

Implementation of a high performance subword parallelism 64-Bit IMAC for multimedia service

Towards Decisional DNA-based Cognitive Embedded Systems

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α-Soft: An English language OCR

A constant-size linkable ring signature scheme for e-cash protocol

Behavior trust evaluation for node in WSNs with Fuzzy-ANP method

Ant-colony optimization based on cluster routing protocol of Ad Hoc

Location-aware real time positioning with JinifMap

Behavior value analysis and application in evaluating network entity behavior trust

Notice of RetractionNon-redundant precoding blind channel estimation for MIMO-OFDM systems

An RC4-based hash function for ultra-low power devices

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General purpose interface engine design

Notice of RetractionA mortgage assessment system based on subsumption architecture

Notice of RetractionEvolutionary learning of Gaussian model for motifs with differential evolution MCMC

Notice of RetractionPartner selection of virtual enterprise using two-layer ant colony optimization

An linear correlation investigation of transient tube-wall pressure signal in the static mixer with twisted leaves

Multi-parametric analysis of sensory data collected from automotive drivers for building a safety-critical wearable computing system

Notice of RetractionApplication of BP neural network and DEA in the logistics supplier selection

Notice of RetractionLoss-averse closed-loop supply chain coordination by revenue sharing contract and quantity discount contract

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Notice of RetractionSimulation of thermal exchange process in countflow cooling tower

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Scenario-based modeling and verification for CTCS-3 system requirement specification

Prototype design of hybrid multi-core architecture for real-time application

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Improvement of a forward-secure proxy signature scheme

Computation of standard sag of overhead lines for power grid based on mathematical model of iterative technique

Notice of RetractionPsychometric theory applied to questionnaire-based appraisals on software process assessments: An initial report

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An improvement algorithm to runahead execution

The distribution of truth degrees in quintuple lattice-valued logic

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The design of industry mobile robot based on LLWIN function blocks language and embedded system

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Study on the ICC data processing technique based on 3D interpolation method

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Research on AdaBoost.M1 with Random Forest

Notice of RetractionBER performance of TMA-PCTH UWB system

Interacting multiple model filter based moving object tracking with mobile robot in unknown environments

Mobility management with handover rate computation in WiMAX cellular system

Development of CAPP based on 2.5D machining feature recognition

Notice of RetractionThe personal knowledge management technology in the platform of E-learning

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A local feature based simplification method for animated mesh sequence

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Optimal methods of PageRank algorithm on the bilingual web page

A sitting posture surveillance system based on image processing technology

Simultaneous localization, mapping and detection of moving objects with mobile robot in dynamic environments

Notice of RetractionResearch on open-die cold extrusion technology of the electromotor shaft shoulder fillet

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Recent advances in Learning Automata systems

2009 International Conference on Computer Engineering and Technology

A more efficient classification scheme for ID3

Content Provider	IEEE Xplore Digital Library
Author	Chai Rui-min Wang Miao
Copyright Year	2010
Description	Author affiliation: Institute of Graduate, Liaoning Technical University, Huludao, China (Wang Miao) \|\| School of Electronic and Information Engineering, Liaoning Technical University, Huludao, China (Chai Rui-min)
Abstract	Analyzed the principles and implementation steps of ID3 and the existing two improved ID3 algorithms proposed in [4] and [5]. ID3 has the shortcoming of inclining to choose attributes which have many values. Although the current two improved classification algorithms have solved the shortcoming of ID3, their classification time is not enough short, and their classification accuracy is not enough high. We proposed a new scheme. Our scheme solved the shortcoming of ID3 and improved the existing two algorithms effectively. Finally we use experiment to prove that the new scheme has shorter classification time and higher classification accuracy than ID3 and the existing two classification algorithms.
File Size	352344
File Format	PDF
ISBN	9781424463473
e-ISBN	9781424463497
DOI	10.1109/ICCET.2010.5486128
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2010-04-16
Publisher Place	China
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Algorithm design and analysis decision tree data mining Educational technology Probability ID3 Classification algorithms Decision trees Data mining Information entropy attributes selection Classification tree analysis
Content Type	Text
Resource Type	Article

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