NDLI: The algorithm of text classification based on rough set and support vector machine

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2010 2nd International Conference on Future Computer and Communication

Volume 3 - 2010

Volume 2 - 2010

Volume 1 - 2010

Survey on access control models

Intelligent search engine model based on similarity computation

An improved cache invalidation schema based on Mobile Agent

$H^{∞}$ control of discrete-time delayed systems with quantized signals

The application of integrableware in the educational games

Research on simulation model of Petri net about maintaining process with fuzzy duration

Research on propagation characteristics of electromagnetic wave in tunnels with arbitrary cross sections

Web image retrieval in Web pages

Application of foundation settlement prediction based on improved particle swarm algorithm and wavelet de-noising ground settlement prediction

An XML schema-based similarity algorithm

Towards stronger event detection in sparse coverage sensor networks

An improved genetic FCM clustering algorithm

A novel GPS antenna with wide beamwidth

A positive-first and negative-first fault-tolerant routing schemes for concave and convex faults

An L-Sloted Dual-Band microstrip antenna for WiMAX applications

Realizing a loss proportional differentiation Assured Forwarding service through active queue management

A survey on the topology of wireless sensor networks based on small world network model

Distributed node authentication in wireless sensor networks

CUgrep: A GPU-based high performance multi-string matching system

Bed temperature modeling of circulating fluidized bed boiler based on PCA and neural network

Fault diagnosis for turbine generator based on wavelet packet PCA-SVM

An efficient routing approach as an extension of the AODV protocol

Real-time software GNSS signal simulator accelerated by CUDA

A distributed clock synchronization method based on 2-hop neighbors' time information for ad hoc networks

A new design concept for high performance fading channel simulators using random wobble

Profitability evaluation of the power listed companies based on PSO-BP neural network model

Mid-long term power load forecasting based on MG-CACO and SVM method

Design and realization of data interchange platform based on XML

Research on hierarchical location management scheme in LEO satellite networks

An ontology-based Web information extraction approach

Notice of RetractionOptimization of multimedia teaching and learning environment

Identifying P2P flow with behavior characteristics

A novel method for time series symbolization based on singular event features clustering

Online dectection device for assembly of automotive sliding york bracket

Finite-time control of a class of discrete time-varying system with quantized feedback

Gas load prediction based on DE-SVM algorithm

Multi-user cognitive OFDM with adaptive sub-carrier and power allocation

Performance of decode-and-forward cooperative communications with channel estimation errors over Rayleigh fading channels

An imperative formal calculus for Java

Digital implementation of neural network inverse control for induction motor based on DSP

Fast collision detection based on projection parallel algorithm

A VANETs routing algorithm based on Euclidean distance clustering

Unambiguous tracking technique for Sin-BOC(1,1) and MBOC(6,1,1/11) signals

An improved fast parallel SPIHT algorithm and its FPGA implementation

Applications and development trend of optical fiber sensor

Automated security proof of the ElGamal encryption scheme

Study on electric arc's on-line detection for low voltage switchbox based on information fusion

The Compass communication system and its applications

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Delay-constrained maximized lifetime routing algorithm in wireless multimedia sensor networks

Image fusion algorithm based on nonsubsampled contourlet transform

A vehicular ad hoc networks intrusion detection system based on BUSNet

A toolkit for simulating and verifying context aware systems

Study of variable-pitch wind turbine based on fuzzy control

The study on new energy saving controller for oil-pumping units in oilfield

An improved routing protocol for power-line sensor network based on DSR

An event-triggered localization algorithm for mobile wireless sensor networks

Analysis and research of proportional conflict redistribution rules in identity identification

Research on particle-based simulation for fire

A service oriented optimization platform for TE process

Notice of RetractionA system encapsulation model for G2 expert system based on web service

A P2P-based collaborative framework for virtual laboratory

Fast detection algorithm based on sphere decoding for Overlapped Hybrid Division Multiplexing system

Development of an optimal real-time coal dispatch scheme for coal power plants based on the priority

Trust-based supernode selection in peer-to-peer systems

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The short-term traffic flow prediction based on neural network

A RBAC extended model and its application in unified access control for web application systems

A lightweight filter component for real-time signal processing in TinyOS

A distributed vertical crawler using crawling-period based strategy

Node behavior trust evaluation based on behavior evidence in WSNs

The research and implementation of face detection and recognition based on video sequences

Harbor detection of remote sensing images based on model

A digital controller for the pendubot system using approximate output regulation approach

Study of antenna Rayleigh-related performance influence on space-time block coding -MIMO fading channel

An improved ESPRIT parameters estimation method for mobile location

Network system survivability survey: An evolution approach

Active power filter based on DSP digital PI control

DSP-based repetitive control active power filter

A new labeling scheme for XML trees based on mesh partition

Current control technique research on permanent magnet brushless motor of aviation

Research and implementation of an efficient data persistence model

The algorithm of text classification based on rough set and support vector machine

The design of multiparty un-disavowal mutual signature arithmetic protocol in emergency response system

A polygon clipping algorithm based on series coding technique

A simplified detection algorithm for full response STC-CPM system

A new evidence combination method

Complement the comparable corpus obtained from websites

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A hybrid genetic algorithm for agile supply chain scheduling optimization

Incremental Bayesian classification for Chinese question sentences based on fuzzy feedback

A survey of application of Web 2.0 in Chinese provincial and municipal libraries

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Study of the pseudo-color processing for infrared forest-fire image

Numerical calculation of aerodynamic characteristics of metro train head

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An image retrieval approach based on annular color moments and energy moments features

A low complexity MIMO detector based on combination of MRC and MMSE algorithm

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The study of the sand density distribution in the experimental segment of the sand wind tunnel by computer simulation

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A survey of broadband frequency invariant beamformer

Generalized Switch-and-Examine Combining with an output threshold

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Notice of RetractionContext aware-based learning resources retrieval model for ubiquitous learning environment

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A computer simulation study of seating comfort of air-inflated seat cushion

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An intrusion detection approach based on data mining

Dynamic inversion based on neural network applied to nonlinear flight control system

Efficient implementation of rate matching for LTE turbo codes

The design of network fault diagnosis system based on PNN

Application of BP neural network and higher order spectrum for ship-radiated noise classification

A fast phase unwrapping algorithm based on minimum discontinuity by blocking

Design of 2.4GHz power amplifier used in WLAN 802.11b by pHEMT

Data aggregation scheme using neural networks in wireless sensor networks

Research and simulation on the scalability of high-productivity computer's interconnection network

A soft real-time communication method based on Linux

Research on major hazard installations monitoring system based on WSN

RFID data cleaning based on adaptive window

An unequal layered clustering approach for large scale wireless sensor networks

An incremental associative classification algorithm used for malware detection

The optimization in IMS session setup using a caching scheme

Improvement of Chinese spam filtering method based on Bayesian classification

A quick CGA generation method

Modeling group users' interests from perspective of different network packet levels

Research on monorail car's wireless positioning and speed measurement

Bidirectional Square Root Search

A cooperative model virtual-machine monitor based on multi-core platform

A spectrum sensing algorithm based on estimating the number of source signals

Design of communications model in double systems based on multi-core platform

A kind of feedback image retrieval algorithm based on PSO, Wavelet and subblock sorting thought

Data reuse in sliding window operations base on storing block targeted hardware compilation

LNMF Learning for color face recognition

Direction of arrival estimation based on smooth support vector regression

An evaluating method of spider detection techniques by trap

An improved algorithm of constrained Delaunay triangulation based on the diagonal exchange

Analyze about time synchronization technique in auto-test network system

An improved genetic algorithm for Time Dependent Vehicle Routing Problem

Acquisition time for laser uplink communication to space-borne satellite using transmit diversity in atmospheric turbulence

An improved virtual reality engine for substation simulation

The study and implementation of micro-blog search engine based on nutch

A DTN congestion avoidance strategy based on path avoidance

Bed temperature modeling and forecasting of Circulating Fluidized Bed boiler based on SMO algorithm

2009 ETP International Conference on Future Computer and Communication

2009 International Conference on Future Computer and Communication

The algorithm of text classification based on rough set and support vector machine

Content Provider	IEEE Xplore Digital Library
Author	Wang Zhuo Chu Lili
Copyright Year	2010
Description	Author affiliation: College of business administration, Liaoning Technical University, HuLuDao (Wang Zhuo; Chu Lili)
Abstract	Support Vector Machine (SVM) is a new technology of classification in data mining, which is a small sample of statistical learning theory based on structural risk minimization principle and VC theory. It has simple structure and good classification ability, but its processing speed is slow when we deal with large amount of data, affecting classification performance. In order to overcome the shortcoming that SVM is better adaptability, combining rough sets of attribute reduction algorithm with SVM method of classification, the paper presents a new algorithm of text classification based on rough set and support vector machine. In a certain extent of support vector machines (SVM) to improve the ability of processing large-scale data of support vector machine, and through the simulation experiments to verify the superiority and adaptability of algorithm.
File Size	219890
File Format	PDF
ISBN	9781424458219
e-ISBN	9781424458240
DOI	10.1109/ICFCC.2010.5497769
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2010-05-21
Publisher Place	China
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Virtual colonoscopy Statistical learning Classification algorithms Data mining classification Support vector machines support vector machine Text categorization Support vector machine classification Rough sets rough set Large-scale systems Risk management
Content Type	Text
Resource Type	Article

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