NDLI: WAF-based document clustering algorithm

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Proceedings of 2013 3rd International Conference on Computer Science and Network Technology

Proceedings of 2012 2nd International Conference on Computer Science and Network Technology

Proceedings of 2011 International Conference on Computer Science and Network Technology

Volume 4 - 2011

Volume 3 - 2011

Volume 2 - 2011

Volume 1 - 2011

ICCSNT 2011 organization

Table of contents-Volume 1

Three-dimension torque and drag mechanics analysis and implementation of full-hole drilling strings in extended-reach well

Research of connector model based on Knowledge Reasoning and assembly technology

WAF-based document clustering algorithm

Understanding performance-resource dependency by thread slicing and curve fitting

Dual Channel Competition (DCC) scheme for neighbor discovery in wireless networks

Geochemical data and Geological data contrast analysis in The framework of sequence stratigraphy in the shiwu fault depression of the songliao basin

Application of data mining in agricultural topic tracking

Techniques of multiple self-adjusting forecast and its application in Fcc-device

An improved identity-based authenticated key agreement protocol using pairings

Personal identification using computerized human ear recognition system

Based on the geostatistics of Land use change space date mining analysis

Simulation and performance analysis for ordering algorithm in ZF and MMSE detectors for V-BLAST architectures

Investigation of optical intensity fluctuation in the presence of satellite vibration for intersatellite optical communications

Interactive device design system of 3D human face model

Systems analysis and task analysis of free teaching blog

Image fusion of fibrous fracture surface based on Pulse Coupled Neural Network

Study based on thermal infrared image

The remote monitoring system of transformer fault based on The internet of Things

Symmetric raised cosine keying modulation and performance analysis

A teaching experiment design of spn based on modeling video-on-demand system

Analysis of supervised text classification algorithms on corporate sustainability reports

Intelligent spam classification for mobile text message

Robust dissipative control for discrete-time uncertain singular systems with interval time-varying state and input delays

A research of inter-process communication based on shared memory and address-mapping

Novel gene finding through BLAST search. Phylogenitic analysis through MEGA

Analysis of image steganography techniques in secure online voting

Online voting verification with cryptography and steganography approaches

Design and implementation of a new pipelined H.264 encoder

A new analysis of double-dwell serial search and its performance in direct-sequence spread-spectrum systems

A mixed spectrum sensing method for Cognitive Radio

A grid resource matching algorithm

DDS phase-locked swept source and study design

Millimeter wave for MIMO small antenna systems and for mobile handset

A digital watermarking scheme based on singular value decomposition and discrete wavelet transform

Latency aware routing mechanism to maximize the life time of MANETs

Evaluation of emotional expression using finger braille

A method for the trust management in mobile agent system

Hierarchical index system for crash-stop service failure detection

Study on inconsistency of RFID tag recognition distance

Efficient intrusion detection method based on Conditional Random Fields

Pricing American options on assets with dividends by a Brownian bridge simulation method

Formal verification on Distributed Spectrum Sensing Protocol

DetSF: A deterministic scheduling framework

Angle estimation for monostatic MIMO radar based on Multistage Wiener Filter

Trust region algorithm for image reconstruction in electrical capacitance tomography system

Saturation throughput gain: A MAC layer performance indicator in terms of cooperations

A 24GHz microstrip array antenna

Depth image improvement for 3D applications

Detection of fire based on multi-sensor fusion

Network coding for cognitive radio systems

Study of archeology spatial database in Xinjiang based on ArcGIS Engine

Analysis and suggestions for the security of web applications

Neural network based adaboosting approach for hyperspectral data classification

Research of GIS components based on C++ / CLI and .NET assembly

On the performance evaluation model based on data envelopment analysis

A partial TPSN time offset synchronization scheme in Wireless Sensor Network applied for Bridge Health Diagnosis System

Research of detection system for multiple spindle fabrics viscose filament number

Parameter design and performance study on election campaign optimization algorithm

Extreme Maximal Weighted Frequent Itemset Mining for Cognitive Frequency Decision Making

A survey of security separation technology and products

Research on a two value Generalized Hough transform method of identification

Improved TRIAD for star sensor

A study on matching algorithm in multilevel k-way for partitioning topology under the cognitive network environment

Security enhanced design of the Bluetooth simple pairing protocol

Optimization of XOR visual cryptography scheme

Process-level virtual machine embedded chain mode memory management method

Application of mathematical morphology and canny operator in pattern extraction of wood decay image

Detection of application layer distributed denial of service

A rule-based soft-decision method for change detection

Design of remote ECG monitoring system based on GPRS

Design and performance analysis of accelerator to enhance TCP in satellite IP networks

On the probability perception model WSN distributed k-coverage control algorithm

Study on enterprise information security in the ERP conditions

Design of a resource selection approach in grid

Comprehension oriented software fault location

S-rough graph and its properties

A Research for 3D WebGIS based on WebGL

Fault diagnosis for reactor based on Bayesian network

ROI mask embedded SPIHT algorithm for image coding

Application of multi-agent in power term load forecasting

Comparison between Adaptive Software Development and Feature Driven Development

Model of flood control operation of reservoir based on particle swarm optimization algorithm and its application

Flood control information metadata theory and its application

A guarantee Model based on ANP for Implementing “A plan for educating and training outstanding engineers”

An ecological network teaching-learning environment

The compound stochastic control on the ship lateral motion

The design and realization of Heilongjiang provincial flood control decision support system

Analysis of the best path on the campus of Northeast Forestry University

A finite queuing model with generalized modified Weibull testing effort for software reliability

GPSEM: A SDR-based LEO satellite in-orbit GPS intermediate frequency emulator

Chinese entity recognition of mobile phone platform based on conditional random field

Social network link predict based on AF model

Interactive control for viewing 3D objects based on MFC and OpenGL

Scene analysis for fire detection

The study on dynamic population size improvements for classical particle swarm optimization

The design of network teaching platform based on collaborative learning

Evaluating novel DCA variations for efficient channel assignment in cellular communications through a generic Java simulation system

The study on ad hoc networks security strategy based on Routing Protocols

An extension mechanism and its application to educational software for real-time control experiment

Large screen multi-touch system integrated with multi-projector

Efficient prime-field arithmetic for elliptic curve cryptography on wireless sensor nodes

A robust resource allocation approach with the number of uncertain traffic demands constraint

Research on optimal computing model based on public crisis management

Rooting attack detection method on the Android-based smart phone

mVoIP Service attack and authentication mechanism on a Smart work device

Research of VR modeling technology based on VRML and 3DSMAX

Metrics for service granularity in Service Oriented Architecture

Study on airborne anti-submarine combat simulation bases on MAK

A Web knowledge service system based on memory space

Research on cooperation communication based-on cross-layer for underwater wireless sensor networks

STM protocol: Signaling transmission and spectrum sensor are jointed in cognitive radio networks

Research on urban ecological environment and spatial relations

Person entity attributes association in list pages

Research on MATLAB data interaction on virtual prototype cooperative design & simulation platform

Enhanced AES-CCMP key structure in IEEE 802.11i

A share historical and global best particle swarm optimization algorithm

The application of information technology in intangible cultural heritage protection under all-media vision

A comprehensive power-aware approach to improved DSR

Construction and visualization of rice roots model based on artificial life

Research on VLSI test compression

Research on SoC test Compression

Processing digital signal using power spectral density function analysis in Matlab toolkit

A clustering algorithm based on Bayesian network learning system

An improved algorithm WARSHALL

DNA-based algorithm for coloring a map of four research questions

Research on H.264 intra prediction mode algorithm

Research on integrated obstacle avoidance of Robot Soccer game

Research on stream data clustering based on swarm intelligence

Swarm intelligence based algorithms for data clustering

Machine learning in bioinformatics

An improved particle swarm optimization algorithm

Based on the elastic mesh space distribution of resources solution modeler

Exploitation of OpenFlow in wireless sensor networks

Hadoop-HBase for large-scale data

Image processing of steel plates using 2D Wavelet

Utility-based dynamic cache resizing

Terminal sliding mode observer for anomaly detection in TCP/IP networks

A Mobile Learning System for learning Mandarin Pronunciation

WAF-based document clustering algorithm

Content Provider	IEEE Xplore Digital Library
Author	Yang Luo Guang Chen Yongtian Zhang
Copyright Year	2011
Description	Author affiliation: School of Information and Communication, Beijing University of Posts and Telecommunications, China (Yang Luo; Guang Chen; Yongtian Zhang)
Abstract	This paper proposes a novel document cluster algorithm based on Word Activation Forces (WAFs), a type of newly presented statistics‥ A matrix of WAFs captures the information of terms occurrence and co-occurrence in a document, reflecting the underlying semantics that have not ever been considered from the current document representations. Its main consideration is that the same word in different documents may form disparate relation net which can be used to gain the similarities of the documents. Experimental evaluations on the dataset of the CLP2010 show that our proposed method is efficient and accurate for documents clustering.
Starting Page	14
Ending Page	16
File Size	1089590
Page Count	3
File Format	PDF
ISBN	9781457715860
e-ISBN	9781457715877
DOI	10.1109/ICCSNT.2011.6181899
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2011-12-24
Publisher Place	China
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Document representation Document clustering Clustering algorithms WAF
Content Type	Text
Resource Type	Article

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