NDLI: Spam Detection with Complex-Valued Neural Network Using Behavior-Based Characteristics

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2009 Third International Conference on Genetic and Evolutionary Computing

2008 Second International Conference on Genetic and Evolutionary Computing

Table of contents

Message from the WGEC 2008 Program Committee Chairs

The Application of Improved Genetic Algorithm in Fiber Bragg Grating (FBG) Sensor Network

Finding Minimum Containing Cylinder of Space Finite Points with Genetic Algorithm

A CGS-MSM Parallel Genetic Algorithm Based on Multi-agent

Attribute Reduction of Rough Set Based on Particle Swarm Optimization with Immunity

A Multi-ojbective Evolutionary Algorithm with Extended MGG Model and Distance-Based Density Measure

Method to Implement Hash-Linking Based Content Integrity Service

A Hybrid Genetic Algorithm for Flexible Task Collaborative Scheduling

Real Vehicle Routing and Dispatching with Dynamic Fuzzy Travel Times

Heuristic Genetic Algorithm for Multicast Overlay Network Link Selection

A Multiobjective Evolutionary Tracking Indoor Positioning Algorithm for Smart Space

Research on Diversity Measure of Niche Genetic Algorithm

The Evolution of Web Service-Flow

Study on Improved Fast Immunized Genetic Algorithm

Application of Adaptive Genetic Algorithm in Inversion Analysis of Permeability Coefficients

Long-Range Monitoring System of Water-Supply Based on Multi-agent

Function Finding Based on Gene Expression Programming

A Global Convergence Algorithm with Stochastic Search for Constrained Optimization Problems

Exponential Type Adaptive Inertia Weighted Particle Swarm Optimization Algorithm

How to Make the Quantitative Analysis in Evolutionary Game Theory? A Forecasting Analysis of Chinese Rural Labor Transfer

Analysis the Impact of Genetic Operators in Evolution Strategies

An Explanation of Evolutionary Game Theory for the Circulative Flowed Phenomenon in Chinese Rural Labor Transfer

A Tunable Constrained Test Problems Generator for Multi-objective Optimization

Genetic-Based Active Disturbance Rejection Controller for Super-Heated Steam Temperature Regulation

Robust Collaborative Optimization of a Multi-finger Micro-accelerometer Based on Genetic Algorithm

A Novel Genetic Algorithm Based on Dynastic Changes Mechanism of Nation

Classification Techniques of Neural Networks Using Improved Genetic Algorithms

Forecasting of Government's Financial Educational Fund by Using Neural Networks Model

Research of Intelligent Decision Support System Based on Neural Networks

Using Genetic Algorithm to Optimize Artificial Neural Network: A Case Study on Earthquake Prediction

Prediction of Compression Ratio of Extruded Cottonseed and Castor Bean under Mechanical Pressing Using Improved Neural Network

Classification of Fabric Defect Based on PSO-BP Neural Network

Bi-directional Reasoning Based on BAM Neural Networks

The Environmental Quality Evaluation of Port Regional Based on BP Neural Network and Case Study

A Modified Adaptive Genetic BP Neural Network with Application to Financial Distress Analysis

A Particle Swarm Optimized Fuzzy Neural Network for Credit Risk Evaluation

An Improved System Cloud Grey Neural Network Model

Optimization for Cyclosporine Blood Concentration Prediction Based on Genetic Algorithm - BP Neural Network

Spam Detection with Complex-Valued Neural Network Using Behavior-Based Characteristics

Application of BP Nerual Network into Prediction of Nitrobenzene Compound in Toxicity

The Environmental Quality Evaluation of Qinhuangdao Port Regional Based on Fuzzy BP Neural Network and PSO

A Non-cooperative Power Control Algorithm for Wireless Ad Hoc and Sensor Networks

Stock Company Comprehensive Assessment Model Based on Kohonen Network

Quantum-Inspired Evolutionary Algorithm for Transportation Network Design Optimization

A New Web Services Model Based on CORBA and Push Technology in Network Management System

A 3D Web GIS System Based on VRML and X3D

Research on Web Information Extraction Based on XML

A Web Document Classification Method Based on Shuffled Frog Leaping Algorithm

A Tuplespace-Based Middleware for Semantic Web Services Using SWRL

A TCP Based Performance Test Method and Its Application

Study on Key Technologies and Software Design of BACnet Router

A Personalized Recommendation System Based on Multi-agent

XML-Based Multi-agent Communication System Architecture

Research of Sensor Nodes Artificial Arranging and Round-Robin Scheduling Algorithm for Aggregated Surveillance Targets

Optimization of the Routing Table Lookup Algorithm for IPv6

Encouraging Good Interactions in Open Agent Systems

Intranet Based Security Infrastructure for Manufacturing Grid

Fabric Sewability Evaluation Based on KPCA Using SFC-RBFNN

A Fuzzy Discrete Event System for Air Conditioning System Energy-Saving Control and Optimization

Evolutionary Proactive P2P Worm: Propagation Modeling and Simulation

Multi-objective Optimization Algorithm Based on Clonal Selection

Research on Printer Color Management Based on Ant Colony Algorithm

Mobile Robot Global Path Planning Based on Improved Augment Ant Colony Algorithm

Intersection Signal Control Approach Based on PSO and Simulation

Multi-layer Intrusion Detection and Defence Mechanisms Based on Immunity

Improved Fast Fuzzy C-Means Algorithm for Medical MR Images Segmentation

An Improved Algorithm for Medical Image Segmentation

An Improved Face Recognition Method Based on Filled Function

A PCA Based Unsupervised Feature Selection Algorithm

The Design of IIR Digital Filter Based on Chaos Particle Swarm Optimization Algorithm

A Chaotic Hybrid Cultural Algorithm for Constrained Optimization

A Decision-Making Approach to R&D Project with Uncertainty of Combining Randomness and Fuzziness

Research on Optimization Algorithm for Attribute Reduction of Decision System

A New Particle Swarm Optimization Algorithm and Its Convergence Analysis

The Tactics Analysis about Early Phase Ends of the Partial Distortion Search

A New Method for Financial Performance Evaluation of Listed Power Enterprise

An Interactive Algorithm for Blurred Medical Image Segmentation Based on Curve Fitting

The Design and Realization of Agent Strong Migration Based on Type Inference

The Application of Hidden Markov Model Based on Semantic Case Amelioration in Chinese Word Sense Tagging

Instruction Decoder Module Design of 32-bit RISC CPU Based on MIPS

Autocontrol of Electronic Expansion Valve Based on Optimal Fuzzy PD Controller

Improvement Program of Urban Taxi Stops Based on Simulated Annealing Algorithm in the Context of China

An Improved Color-Based Particle Filter for Object Tracking

A Cultural Algorithm for Scheduling of Hydro Producer in the Power Market

Measuring System for Furrow Opener Based on Virtual Instrument Technology

Research and Implementation of LFB-Resources Registration Management Method

The Research and Implementation of Decision Support System for Oil Production Based on SOA

A Virtual and Real HCI System Based on Artificial Immune System

Mining Crime Data by Using New Similarity Measure

A New Interestingness Measure of Association Rules

Research on Learners' Personality Mining Based on Improved Decision Tree Algorithm

The Design of Intelligent QA Platform Based on Model of Learner's Personality

Design and Implement on E-learning Behavior Mine System

Relation Identification between Name Entities Based on Community Structure Mining

Research on Application of Improved Association Rules Algorithm in Intelligent QA System

Research on CSCL Interaction Intensity Measurement Model Based on E-portfolio

Research on Improved Data-Mining Algorithm Based on Strong Correlation

Research on SOA-Based Education Resource Service System

Robust Facial Attribute-Specific Subspace-Based Principal Component Analysis for Face Recognition

Weighted Latent Dirichlet Allocation for Cluster Ensemble

Research on the Application of Improved Text Classific Algorithm in Intelligent Learning Platform

The Evaluation of Success Degree in Electric Power Engineering Projects Based on Improved Variable Weight Grey Cluster

A New Parallel Algorithm of Adaptive QPSO to Solve Constrained Optimization Problems

An Algorithm for Synthesis of Optimal 3-qubit Reversible Circuits Based on Bit Operation

On the Research of BDD Based Simulation of Grover's Algorithm

Research on Application of Improved Text Cluster Algorithm in Intelligent QA System

A Reinforced Self-Escape Discrete Particle Swarm Optimization for TSP

Authenticated Deterministic Secure Quantum Communication Based on Entanglement Swapping

Construction and Complete Circuit for Quantum Low Density Parity Check Code

A Study on Sunspot Number Time Series Prediction Using Quantum Neural Networks

The Realization of the Passive Caller Resumption about Mobile System Core Pool

The Relationship Between Hierarchical Databases and the Internet Using Titi

An Improved Image Scrambling Algorithm

Application of Decision Support System to Three Gorges Cascade Hydropower Station

An Improved Fingerprint Recognition Algorithm Using EBFNN

Blind Multiuser Detection Based on Affine Projection Algorithm for MC-CDMA Uplink

Conceptual Design Knowledge Management Based on Rule and User's Feedback

A Grid and Density-Based Clustering Algorithm for Processing Data Stream

Combining KPCA with LSSVM for the Mooney-Viscosity Forecasting

Computation of Semantic Models Directed by Categorial Expressions

PSO: the Reason for the Randomicity

Control of Fractional Order Chaotic Systems

Improvement of Fusion Algorithm Based on Evidence Theory

Approach to Data Table Decomposition Based on Rough Set Attribute Selection Measure

A Hybrid Evolutionary Algorithm for Mixed-Integer Nonlinear Bilevel Programming Problems

Spam Detection with Complex-Valued Neural Network Using Behavior-Based Characteristics

Content Provider	IEEE Xplore Digital Library
Author	Jun Hu Zhitang Li Zhengbing Hu Dezhong Yao Junfeng Yu
Copyright Year	2008
Description	Author affiliation: Huazhong Univ. of Sci. & Technol., Wuhan (Jun Hu; Zhitang Li; Zhengbing Hu; Dezhong Yao; Junfeng Yu)
Abstract	The paper proposes the use of the complex-valued neural network to detect spam. The main contributions of this work are two-fold. First, we present a new model based on the CVNN for classifying personal E-mails. We changed the input of the email into 2-dimensional vector. The complex-valued neural network is superior for handling 2-dimensional vector data stream, because the input of the complex-valued neural network has real part and imaginary part. Second, the behavior-based characteristics are extracted as most important features of the E-mail. The results reveal that the proposed technology is reliable, efficient and scalable.
Starting Page	166
Ending Page	169
File Size	238839
Page Count	4
File Format	PDF
ISBN	9780769533346
DOI	10.1109/WGEC.2008.72
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2008-09-25
Publisher Place	China
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Strontium Filtering Neurons Unsolicited electronic mail Artificial neural networks Electronic mail Servers spam CVNN
Content Type	Text
Resource Type	Article

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