NDLI: ANN-based Multi Classifier for Identification of Perimeter Events

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2013 Sixth International Symposium on Computational Intelligence and Design

2012 Fifth International Symposium on Computational Intelligence and Design

2011 Fourth International Symposium on Computational Intelligence and Design

Volume 2 - 2011

Cover Art - Volume 2

Copyright Page - Volume 2

Table of Contents - Volume 2

Preface - Volume 2

Conference Committees - Volume 2

Reviewers - Volume 2

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A Novel MPPT Control Technology Based on Cloud Model for Photovoltaic Power Generation

Multicast Dynamic Invulnerability Algorithm

The Design and Building of Metadata Model in XBRL Taxonomy Engineering

Bifurcation of Limit Cycles of a Perturbed Quadratic Reversible System

Improved Lithographic Accuracy Using Image Registration Technology

A Method of Combining HSSE-tree and Binary Label to Compute All Minimal Hitting Sets

A New Identity-Based Parallel Key-Insulated Signature Scheme without Random Oracles

A Color Transfer Algorithm Based on Neighborhood Correlation and Optimization Techniques

The Study of Data Collecting Based on Kprobe

Research on Fault Diagnosis of Civil Aircraft Based on AFPN

Application of an Improved Neural Network to Flood Forecasting of the Lower Yellow River

Coding Method and Application for Complicated River Network Based on Surveyed River Network

An Algorithm Design of Inter-satellite Routing Based on Fibonacci Heap

Path Planning for UCAV in Dynamic and Uncertain Environments Based on Focused D* Algorithm

Optimal Sensor Deployment for Satellite Antenna Reflector Based on Genetic Algorithm

The Linear Regular of Infinitely Many Sets

Research on the Three-Dimensional Modeling of Mine Surface Plant and Laneway

Ethernet-based Network Measure and Control Systems Embedded MCU

A First Approach in the Implementation of the Simplification Method of Boolean and Fuzzy Formulas Based on Finite Algebras

Maximum Margin Clustering Method Based on Immune Evolution for Electrocardiogram Arrhythmias Diagnosis

A Fuzzy Multicriteria Group Decision Making Approach for Improving the Degree of Confidence in Supplier Selection

The Research and Design of the Indoor Location System Based on RFID

The Design of a Versatile CLI that Supports Command Set Dynamically Loading

Kansei Feature Analysis for Traditional Crafts

A Fog-removing Method of Colorized Images Based on HighPass Filtering

Accumulation Model of Urban Cultural Capital and its Simulation

A Framework of Truck Overload Intelligent Monitoring System

A Family of Autoregressive Conditional Duration Model under Random Environment

Research on Bayesian Evaluation Method of Missile Hit Accuracy

Efficiency Evaluation of China's Real Estate Listed Company with Bayesian Combinational Evaluation Method

The Non-signal Intersection Traffic Behavior Analysis Based on Game Theory

Research of Compressed Sensing Theory in WSN Data Fusion

Improved ENLCS Imaging Algorithm for Air-borne Forward-Looking SAR

An Application of the BP Neural Network to Carbonate Karst Reservoirs Prediction

Collaborative Innovation and Collaborative Mode for Design Chain

Partner Selection for Design Chain Based on Osculating Value Method

Offset Approximation Along the Offset Direction for Planar Curve

Analysis of Agent-based "Organization and Non-Direct" Collective Event

Instruments' 3-D High-Precision Reconstruction and its Application to Surgery Navigation System

ANN-based Multi Classifier for Identification of Perimeter Events

A Simple and Heuristic Model of Tag Recommendation

Application on the Evaluation of Technology Innovation Ability System of Urban Areas in Zhejiang Based on Factor Analysis Combined TOPSIS Method

Virtual Scene Modeling Technology Based on OpenGL and 3dsMAX

Analysis of Mass Violence Event Based on Analytic Hierarchy Process

A Method of Traditional Camera Calibration Considering Distortion Based on Extended Kalman Filter

A Feature Selection Algorithm to Intrusion Detection Based on Cloud Model and Multi-Objective Particle Swarm Optimization

Research on Real-Time Multi-Dimensional Rendering Method of Fluid Phenomenon in Large-Scale Virtual Scene

Constraint Local Consistency Maintenance of Part Qualitative Model

The Pulse Width Modulation and its Use in Induction Motor Speed Control

A Survey of Bilevel Programming Model and Algorithm

Fuzzy PID Control Based on Variable Universe of Flexible Gun-Tube

The Application of Mining Association Rules in Online Shopping

Agent-Based Modelling and Simulation System for Mass Violence Event

Stability of Solutions of SIR Model under Pulse Vaccination

Research on High-Precision Survey of Supercapacitor Capacity

Recognition of Multi-Fontstyle Characters Based on Convolutional Neural Network

Aircraft Taxi Path Optimization Based on Ant Colony Algorithm

Variational Approach to Electromagnetic Scattering by Layers above a Perfectly Conducting Surface for TM Polarization

An Association Rule-Based Bilateral Multi-Issue Negotiation Model

Segmentation of Color Image Based on Partial Differential Equations

Research on Fuzzy Synthetic Evaluation of Class Teaching Quality in Application Style Undergraduate College

Applying GM (1,1) Model in China's Apparel Export Forecasting

Active Disturbance Rejection Control for Manipulator Flexible Joint with Dynamic Friction and Uncertainties Compensation

Spectral Clustering Ensemble Based on Synthetic Similarity

A Design of Data Link Layer in ADS-B System Based on UC/OS-II

An Efficient Peer-to-Peer Digital Resource Management System for Video Content

Design and Reliability Analysis on Tri-redundancy Servo Actuator System

A New Approach of Determining Critical Components in Electronic Systems Based on the Theory of PoF

Optimization of Engine Speed Neural Network PID Controller Based on Genetic Algorithm

Ant Colony Optimization Algorithm Based on Immune Strategy

A Modified Model for Flexible Workflow Access Control

The Analysis on Posture Control of Micro Quadrotor Based on PID

The Design and Implementation of the Shaft Angle Acquisition System Used in the Solar Panel

Application of Fuzzy Neural PID Controller Based on PSO for High Precision Servo System

Analysis of Total Factor Productivity of China Software Enterprises

Multivarible Symbolic Regression Based on Gene Expression Programming

A Class of Connections between Systems of the Same Type Homomorphic Mapping and Isomorphic Mapping

Data Mining of Coal Mining Gas Time Series and Knowledge Discovery

Neighborhood Based SVM Multi-classification Method for Condition Assessment of Insulator

Research on the Application of the Fuzzy Adaptive PID to the Thermal Medicine Filler

An Improved Contract Net Protocol Based on Concurrent Trading Mechanism

Research on Schedulability of Partition Scheduling for IMA

A Low-complexity Video Coding Scheme Based on Compressive Sensing

Research of Sphericity Error Evaluation Method of Calculating the Uncertainty in the Specification

An Enhanced Adaboost Algorithm for Information Recommendation System

Generation of Alternative Routes to Private Cars Impacted on Vehicle Routing Schemes in Logistics Distribution of Urban Agglomeration

Application Research on Wavelet Analysis in Denoising of Visual Measurement Edge Detection

A Low-Delay Approach for Data Collection in Wireless Sensor Networks

Multi-sensor Data Acquisition for an Autonomous Mobile Outdoor Robot

Evaluation for Micro Surface Topography Based on Multi-fractal Spectrum

Particle Filter Based on Color Feature with Contour Information Adaptively Integrated for Object Tracking

A Multi-tier Asynchronous Architecture for Network Interactive Teaching System

Feature Subset Selection-based Fault Diagnoses for Automobile Engine

Cluster Based Detection and Analysis of Internet Topics

Research on Information Integration of Equipment Support Simulation Training Systems

Online Web Sentiment Analysis on Campus Network

Author Index - Volume 2

Roster Page - Volume 2

Volume 1 - 2011

2010 International Symposium on Computational Intelligence and Design

2009 Second International Symposium on Computational Intelligence and Design

2008 International Symposium on Computational Intelligence and Design

ANN-based Multi Classifier for Identification of Perimeter Events

Content Provider	IEEE Xplore Digital Library
Author	Hu Yan Lixin Li Fangchun Di Jin Hua Qiqiang Sun
Copyright Year	2011
Abstract	Identification of perimeter events enables smarter perimeter security systems. This paper presents a multi classifier. Support Vector Machine (SVM) and Artificial Neural Network (ANN) are the bottom to build the classifier. The top level employs voting mechanism to identify intrusions, taking time evolution characters into account. In addition, to make the classifier be more self-adaptive, an incremental learning module is introduced. The proposed classifier has been successfully applied to oil and gas pipeline intrusion detection systems. Practical results show that it can distinguish nuisance events from intrusion events at a high rate of 94.86% and for seven kinds of intrusions, the recognition rate is 95.29%, fully satisfies the real application requirement.
Starting Page	158
Ending Page	161
File Size	250023
Page Count	4
File Format	PDF
ISBN	9781457710858
DOI	10.1109/ISCID.2011.141
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2011-10-28
Publisher Place	China
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Vibrations Support vector machines Optical fiber sensors Perimeter Intrusion detection Intrusion detection Artificial neural networks Feature extraction Artificial neural network Support vector machine Reliability Smart Vibration signal
Content Type	Text
Resource Type	Article

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