NDLI: Design and Selection of Parameters and Training Method of Advanced BP Network

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2013 5th International Conference on Computational Intelligence and Communication Networks

2012 Fourth International Conference on Computational Intelligence and Communication Networks

Table of contents

Message from the General Chairs

Message from the Program Chairs

Committee lists

Keynotes [abstracts of three keynote presentations]

A Novel CPW Fed Multiband Circular Microstrip Patch Antenna for Wireless Applications

A Novel UWB Band Notched Rectangular Patch Antenna with Square Slot

Analysis of Superstrate Loaded Slit Cut Circular Patch Antenna for Triple Band Operations

Bandwidth Enhancement of Microstrip Patch Antennas by Implementing Electromagnetic Bandgap (EBG) Structures

Compact Microstrip Lowpass Filter Based on Defected Hexagonals

Compact Microstrip Lowpass Filter Using Stepped Impedance Spiral Resonator

Compact Multiband Slit Cut Circular Patch Antenna over SRR Based Metamaterial Substrate with Shorting Posts

Design and Simulation of Broad Band Aperture Coupled Microstrip Antenna

Dual Band Microstrip-Fed Printed Antennas for Wireless Applications

Meanderline Based Microwave Polarization Rotator and Antireflector

Miniaturization of Tri Band Patch Antenna Using Metamaterials

Optimum Dimension of Crossed Field Antenna (CFA) Using the Quasi Static Scheme

A Compact Ultrawideband Elliptical Aperture Antenna with WLAN Rejection Characteristics

A Compact Monopole CPW-Fed Dual Band Notched Square-Ring Antenna for UWB Applications

A Mobile Real-Time Video System Using RTMP

A Network Parallel Computing System Based on Ethernet

A New QoS Adaptive Multipath Routing in Wireless Multimedia Sensor Network

A New QoS Architecture for Performance Enhancement of IEEE 802.11e EDCA by Contention Window Adaption

A New Routing Algorithm for Symmetric Rearrangeable Networks and Emerging Applications

Adaptive Traffic Signal Flow Control Using Wireless Sensor Networks

An Efficient Mobility Based Localization in Underwater Sensor Networks

An Energy-Efficient Routing Protocol for Wireless Sensor Networks

Comparative Performance Evaluation of Spectrum Sensing Techniques for Cognitive Radio Networks

Design and Implementation of the Image Wireless Transmission Based on the ZigBee Network

Design and Selection of Parameters and Training Method of Advanced BP Network

Effect of Number of CBR Connections on the Performance of a Load Balanced Congestion Adaptive Routing for MANET

Fault Tolerant Reliable Multipath Routing Protocol for Ad Hoc Network

Genetic Algorithm for Optimizing Network Load Balance in MPLS Network

Hybrid Routing Approach and WIMAX Network for Minimization Routing Overhead and Increasing Radio Range in MANET

Impact of IEEE 802.11e EDCA on AODV Routing Protocol in Mobile Ad-hoc Networks

K-Means Clustering in Wireless Sensor Networks

MAC Protocol for Energy Efficient Forwarding Routing in Wireless Sensor Networks

Micro-Blogging System Based on Geographic Information in Google Map

Minimizing the Energy Hole Problem in Wireless Sensor Networks by Normal Distribution of Nodes and Relaying Range Regulation

Multiple Target Tracking and Data Association in Wireless Sensor Network

Phase Transition in Reduction between 3-SAT and Graph Colorability for Channel Assignment in Cellular Network

Power-Aware Consumption Routing in Wireless Sensor Networks

Rapidly Deployable Ad-hoc Network (RADAN) Architecture for Crisis Handling -- A Generic Design

Segmentation Based Data Dissemination in Inter Vehicular Communication

Semi-parametric Regression Model Based Network End-to-End Delay Prediction

Stability Based Routing Scheme for Vehicular Networks

Study of the Server Selection and Topology-Aware in P2P Network

Technique for Network Performance Measurement Based on RFC 2544

The Study of Network Traffic Identification Based on Machine Learning Algorithm

Throughput Analysis for Fixed Allocation of Channels in Cognitive Radio Network

Vehicular Ad Hoc Network Based Pollution Monitoring in Urban Areas

Wireless Sensor Networks: Apple Farming in Northern India

A Clustering Technique for Remote Sensing Images Using Combination of Watershed Algorithm and Gustafson-Kessel Clustering

A Hierarchical Logo Detection and Recognition Algorithm Using Two-Stage Segmentation and Multiple Classifiers

A New Framework for Texture Based Image Content with Comparative Analysis of Clustering Techniques

A Novel Approach of SAR Image Classification Using Color Space Clustering and Watersheds

A Novel MEMS Fractal Inductor Based on Hilbert Curve

A Study of Image Spam Filtering Techniques

A Survey: Recent Development in Fractals

Analysis of Video Compression Algorithms on Different Video Files

Anti-noise Power Normalized Cepstral Coefficients for Robust Environmental Sounds Recognition in Real Noisy Conditions

Coal Dust Explosion Studies on Closed Room by Numerical Emulation Technique

Comparative Study of Random and Tree Base Interleaver for Optical IDMA

Comparison of Different Digital Filters for QRS Complex Extraction from Electrocardiogram

Contour Smoothing Algorithm Based on Bezier Curves and Application

Dermoscopy Image Segmentation Using a Modified Level Set Algorithm

Design of Diagnostic System for Functional Gastrointestinal Disorders

Detection of Atrioventricular Node and Its Parameters Using ECG

Development of One Bit Delta-Sigma Analog to Digital Converter

Edge Detection of Tumor FISH Cells Based on Automatic Random Walk

Semantic-driven Intelligent Color Design Based on DNN

EEG Signal Compression Based on Adaptive Arithmetic Coding and First-Order Markov Model for an Ambulatory Monitoring System

Extracting Samples as Text from ECG Strips for ECG Analysis Purpose

Fingerprint Matching Using Texture Feature Extracted from Minutiae Neighborhood

Image Clustering Using Mean Shift Algorithm

Image Registration Using Template Matching and Similarity Measures for Dental Radiograph

Adaptive Resource Allocation Modes for Half Duplex per Band Relays

Implementation of Different Non-recursive FIR Band-Pass Filters Using Fractional Fourier Transform

Issues in Medical Diagnosis Using Computational Techniques

Joint Source Channel Coding Using LDPC Codes

Implementation of SPIHT and WDR Algorithms for Natural and Artificial Images Using Wavelets

Material Detection Based on GMM-Based Power Density Function Estimation and Fused Image in Dual-Energy X-ray Images

Medical X-ray Images Classification Based on Shape Features and Bayesian Rule

Multiple Blur Images Restoration -- A Parallel Computing Approach

Object Segmentation by an Automatic Edge Constrained Region Growing Technique

Performance Analysis of Optical IDMA System for Indoor Wireless Channel Model

Performance Boosting in IDMA System Using Helical Interleaver and Gold Codes

Pseudo-code Tracking Technology in Spread Spectrum Communication

Performance Improvement of Turbo Codes Using Soft Input Decryption

Recognition of Expression-Variant Faces Using SIFT Method

Phase Noise Reduction and Tracking in OFDM Using Extended Kalman Filter

Region Naming Strategy for Image Parsing Using Neural Network

Robust Object Tracking Using Regional Mutual Information and Normalized Cross Correlation

Separation of Mixed Signals Using DWT Based Overcomplete ICA Estimation

Statistical Approach for Extraction of Panic Expression

SVM Based Gender Classification Using Iris Images

Towards Extracting Control Flow Abstraction with Static Disassembly for Binary Code

Unsupervised Feature Selection in Digital Mammogram Image Using Tolerance Rough Set Based Quick Reduct

VisSRA: Visualizing Snort Rules and Alerts

Automated Resource-Oriented Fault Injection to Estimate the SEU-induced Error in SRAM-based FPGA

Design and Analysis of 1-Kb 6T SRAM Using Different Architecture

The Design of Atmospheric Environment Monitoring System Based on ARM9 Platform and GPRS Technology

Design and Implementation of 7-bit Pipeline Analog to Digital Converter

Design and Implementation of a Smart Automated OUT-ward (SAT OUT) System Using ARM Processor for Aircrafts

Design and Performance Evaluation of a NoC-Based Router Architecture for MPSoC

Design and VLSI Implementation of a Digital Oscilloscope

Configurable Redundant Routing for Network on Chip

Design of CMOS 8-BIT Comparator for Low Power Application

Optimization of Multi-core Interconnection for WCET Analysis in Automotive Application

Fault-Tolerant Flow Control with Dataflow Division in Network-on-Chip

High-Level Power Estimation Model for SOC with FPGA Prototyping

Nonlinear System Fault Diagnosis Based on Changes of the Output Spectrum Energy

Power Double Gate MOSFET Modeling Based on Adaptive Neuro-Fuzzy Inference System for Nano Scale Circuit Simulation

A Comparative Study of Supervised Machine Learning Techniques for Spam E-mail Filtering

A Study on Cloud Database

Cloud Computing Model for National E-governance Plan (NeGP)

Efficient Parallel Process Migration Algorithm Using Statistical Approach

High-Performance Computing Based on Heterogeneous and Reconfigurable Architectures

Mitigating Economic Denial of Sustainability (EDoS) in Cloud Computing Using In-cloud Scrubber Service

Digital Circuit Network Evolution Based on the Virtual Reconfigurable Platform

Load Balancing of Grid Connected Data Centers Using Various Optimization Techniques

The Reusable Software Component Development Based on Pattern-Oriented

Resource Allocation Techniques in Cloud Computing -- Research Challenges for Applications

An Efficient Technique on Cluster Based Master Slave Architecture Design

A New Attempt to Optimize Optimal Power Flow Based Transmission Losses Using Genetic Algorithm

Analysis and Design of a Zeta Converter Based Three-Phase Switched Mode Power Supply

A Multi-time Sharing Scheme in Optimal Memory Time Partitioning for Chip-Multiprocessors

Checkpoint Selection in Fault Recovery Based on Byzantine Fault Model

Control and Dynamic Analysis of Grid Connected Variable Speed SCIG Based Wind Energy Conversion System

Control of Discrete-Time Nonlinear Systems Using Backstepping Technique in the Presence of Saturation and Dead-Zone Constraints

Control of Multi Delayed Plants: Recycling CSTR

Decomposition Based Multi-objective Genetic Algorithm (DMOGA) with Opposition Based Learning

Design of an Automatic Ontology Construction Mechanism Using Semantic Analysis of the Documents

Design of Decentralized PSSs for Multimachine Power System via Reduced Order Model

Design of Robust Power System Stabilizer Using Balance Truncation Method

Design, Analysis and Implementation of Modified K-Mean Algorithm for Large Data-Set to Increase Scalability and Efficiency

Economic Load Dispatch Using MRPSO with Generator Ramp Rate Limits Constraint

Energy Dissipation in Stepped Spillway Equipped with Inclined Steps Together with End Sill

Fault Attack on the MIST Algorithm and Countermeasure

Genetic Algorithm Solution for a Convex Hydro-Thermal Generation Scheduling

Multi-agent Pathfinding System Implemented on XNA

Performance Evaluation of Indirect Vector Controlled Induction Motor Sensorless Drive

Pitch Detection Algorithm Based on NCCF and CAMDF

Reliability-Aware Scheduling Based on a Novel Simulated Annealing in Grid

Smart Instrument for Automotive Battery Application

Study on Two Dynamic Aggregation Algorithms of Coherent Generators

A New Control Algorithm for Hydraulic Universal Testing Machine Based on Extenics

The Application and Simulation of Block Varying Step Size FDLMS Adaptive Algorithm for System Identification Problem

Vehicle Stop Detection Algorithm Based on Motion Analysis in Access Control System Application

AgentOuro: A Novelty Based Intrusion Detection and Prevention System

Contention for Man-in-the-Middle Attacks in Bluetooth Networks

Cryptanalysis of Two Identity-Based Signcryption Schemes and an Identity-Based Multi-signcryption Scheme

Day-Ahead Zonal Reactive Power Market Clearing Model for Competitive Markets: A Multi-objective Approach

Detection and Prevention of Sinkhole Attack on AODV Protocol in Mobile Adhoc Network

Efficient Two Level Image Tamper Detection Using Three LSB Watermarking

Hybrid Approach for Database Intrusion Detection with Reactive Policies

Improved ID-Based Proxy Re-signcryption Scheme

Network Modelling of a Blackhole Prevention Mechanism in Mobile Ad-hoc Network

Generalized Framework for Secure Web Service Composition

Privacy Preserving in Data Mining Using Hybrid Approach

Relative Cluster Entropy Based Wormhole Detection Using AOMDV in Adhoc Network

Security State Fusion Based on Network Accessing Control Algorithm

Self Configuring Intrusion Detection System

The Application of Hybrid Encryption Algorithm in Software Security

The Solution Design Using USB Key for Network Security Authentication

Using Linear Discriminant Analysis to Fuse Bimodal Biometrics Traits in Complex Space

Video Signal Watermarking Using the 3-D Wavelet Transform

Wavelet Based Robust Video Watermarking Using Spread Spectrum Technique

Wireless Sensor Network Security: Real-Time Detection and Prevention of Attacks

Client-Side Counter Phishing Application Using Adaptive Neuro-Fuzzy Inference System

Efficient Fuzzy Rule Base Design Using Image Features for Image Extraction and Segmentation

Design of FIR Digital Filters Using ADALINE Neural Network

A New Spike Based Neural Network for Short-Term Electrical Load Forecasting

Soft Computing -- Applied to Transformer Incipient Fault Diagnosis

Fuzzy Clustering Based Channel Allocation in Cellular Network

Automatic Diagnosis of Asthma Using Neurofuzzy System

A Comparitive Study on ANN Based Fault Location and Classification Technique for Double Circuit Transmission Line

High Impedance Fault Classification Using Wavelet Transform and Artificial Neural Network

Backstepping Control of Continuous Nonlinear Systems Using Chebyshev Neural Network

A Fuzzy Nearest Neighbor Classifier for Speaker Identification

An Adaptive Fuzzy Routing Algorithm for NoCs

Focused Time Delay Neural Network Model for Rainfall Prediction Using Indian Ocean Dipole Index

A Novel Chaotic Sequence Optimization Neural Network for Concentration Estimation of Formaldehyde by an Electronic Nose

An Effective Hybrid Algorithm in Recommender Systems Based on Fast Genetic k-means and Information Gain

The Design of Car Reversing Anti-Collision Warning System

Research and Achievement of UI Patterns and Presentation Layer Framework

Mobile Robots Odor Localization with a Genetic Algorithm

Energy Consumption Optimization for High-Speed Railway Based on Particle Swarm Algorithm

A Novel Error-Detection Mechanism for Digital Circuits Using Markov Random Field Modelling

Architecture for Discovery of Context-Aware Web Services Based on Privacy Preferences

Association Rule Mining Using Graph and Clustering Technique

Grey Comprehensive Evaluation of Universities' Scientific Research Capacity Based on Gray Correlation

Extraction and Management of Semantic Information from Visual Data

Construction Search Structural Materials Based on Formal Concept Analysis and Association Rule Mining

Semantic Keyword Query Mechanism Based on Entity Association Graph in Dataspaces

Prospective Terms Based Architecture for Migrating Crawler

Efficient Processing of Probabilistic Threshold Top-k Queries Based on X-tuple in Uncertain Database

An Evaluation Model of Botnet Based on Peer to Peer

High-Efficiency Algorithm for Mining Maximal Frequent Item Sets Based on Matrix

Research of the Part Family Master Model Automatic Variant Technology Based on Web Server

The Implementation of the Real-Time Data Sampling System Based on the Body Area Network

A Reliability Assessment Method of Urban Mass Transport Software Based on Markov Model

Processing Massive Data Streams to Achieve Anomaly Intrusion Prevention

Automatic Web API Composition for Semantic Data Mashups

Machine Learning Algorithms with Co-occurrence Based Term Association for Text Mining

Measuring Web Accessibility for Persons with Disabilities

Competent Searching for Geographic Information Gathering Using Knowledge Mining

Load Balancing Technique in SOA -- VN and Performance Analysis

Layered Based Approach for Flaming in Social Networking Sites

An Algorithm for Ranking Pages Based on Theme Seach Engines

Application of Digital Content Management System Based on Data Warehouse and Data Mining Technology

2011 International Conference on Computational Intelligence and Communication Networks

2010 International Conference on Computational Intelligence and Communication Networks

Design and Selection of Parameters and Training Method of Advanced BP Network

Content Provider	IEEE Xplore Digital Library
Author	Xia Yu-Hang Teng Huan
Copyright Year	2012
Abstract	This paper Proposes a mean to design the improved BP network based on self-adaptive learning rate and additional momentum, through detailed design and process steps, discussed influence and relationship of the amount of hidden layer neurons, initial weights, learning rate and other parameters in the network design process, analyzed the announcements in training algorithm, conducted the corresponding training and testing of network, obtained a neural network model of simple calculation, fast convergence, high precision error.
Starting Page	109
Ending Page	111
File Size	143228
Page Count	3
File Format	PDF
ISBN	9781467329811
e-ISBN	9780769548500
DOI	10.1109/CICN.2012.86
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2012-11-03
Publisher Place	India
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Training Algorithm design and analysis Self-adaptive learning rate Modified BP Network Expected error Neurons Neural networks Initial weights Educational institutions Additional momentum method Convergence Testing
Content Type	Text
Resource Type	Article

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