NDLI: Web Classification Using Deep Belief Networks

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2015 IEEE 18th International Conference on Computational Science and Engineering

2014 IEEE 17th International Conference on Computational Science and Engineering

Table of Contents

Message from the Conference Local Chairs

Message from the Conference Executive Chair

Message from the CSE 2014 Steering Chairs

Message from the CSE 2014 General Chairs

Message from the CSE 2014 Program Chairs

Message from the WUMS 2014 Workshop Chairs

CSE 2014 Program Committee

Message from the IUCC 2014 Steering Chair

Message from the IUCC 2014 General Chairs

Message from the IUCC 2014 Program Chairs

IUCC 2014 Program Committee

Message from the I-SPAN 2014 Steering Chairs

Message from the I-SPAN 2014 General and Program Chairs

I-SPAN 2014 Program Committee

Message from the FCST 2014 Steering Chairs

Message from the FCST 2014 General Chairs

Message from the FCST 2014 Program Chairs

FCST 2014 Program Committee

Keynote Speech I

Keynote Speech II

Keynote Speech III

Keynote Speech IV

Keynote Speech V

Keynote Speech VI

Keynote Speech VII

Keynote Speech VIII

Diabetes Mellitus Detection Based on Facial Block Texture Features Using the Gabor Filter

Classification of Electrocardiogram Signals with Deep Belief Networks

Vector Quantization for ECG Beats Classification

An Isolated Sign Language Recognition System Using RGB-D Sensor with Sparse Coding

Combining N-Gram and Dependency Word Pair for Multi-document Summarization

On Utilizing Stochastic Non-linear Fractional Bin Packing to Resolve Distributed Web Crawling

Adaptive Neural Network Position/Force Hybrid Control for Constrained Reconfigurable Manipulators

Vehicle State Estimation Using Cubature Kalman Filter

Cart Velocity Tracking of General IPC Model Using ZG Control Compared with Cart Path Tracking

Design and Development of Sypinge-Type Magnetorheological Damper

Reconstruction Algorithm of Ultrasonic CT Based on Matching Pursuit

An Algorithm for Fractional Order System Identification

Semi-active Spiral Flow Channel Magnetorheological Damper

Attitude Tracking Control Based on Adaptive Sliding Mode Technique with Double Closed Loop for Spacecraft Near Small Body

Theory and Substantiation of z0g1 Controller Conquering Singularity Problem of Output Tracking for a Class of Nonlinear System

Modeling Well Scheduling as a Virtual Enterprise with Intelligent Agents

Common Due-Date Problem: Linear Algorithm for a Given Job Sequence

A Novel Prediction Method for Analog Circuits Based on Gaussian White Noise Estimation

Parallel Optical Flow Processing of 4D Cardiac CT Data on Multicore Clusters

A GPU-Based Method for Weakly Compressible Fluids

New FCM's Validity Index for Sorting Radar Signal

Robust Beamforming by an Improved Neural Minor Component Analysis Algorithm

Visual Cluttering Reduction for Visualizing Large Spatio-temporal Data Sets

An Efficient Method for Structural Reliability Analysis Using Evidence Theory

Failure Analysis and Improved Method of Batch Cracks for Certain Fighter Aircraft

Identification and Marking of Molecular Surface Feature Regions Based on Spherical Mapping

Texture Defect Detection Using Dual-Tree Complex Wavelet Reconstruction

IRIS2: A Semantic Search Engine That Does Rational Research

A Robust Iterative Algorithm for Parameter Estimation of the Generalized Gamma Distribution

Cold-Start Mastered: LebiD1

LPA Based Hierarchical Community Detection

Delayering Tagging of Television Programs and Association Rule Mining

A Collaborative Filtering Recommender Algorithm Based on the User Interest Model

Vehicle Detection by Sparse Deformable Template Models

Automatic Twitter Topic Summarization

Predicting Stock Trend Using Fourier Transform and Support Vector Regression

Evolutionary Computation with Multi-variates Hybrid Multi-order Fuzzy Time Series for Stock Forecasting

Segmentation of Mobile User Groups Based on Traffic Usage and Mobility Patterns

Constructing Sentiment Lexicons in Norwegian from a Large Text Corpus

Big Data Management in Digital Forensics

A Visualizer for High Utility Itemset Mining

An Unified Approach for Multimedia Document Representation and Document Similarity

A Novel Resource Scheduling Approach in Container Based Clouds

Developing a Pattern Discovery Model for Host Load Data

Dual Power: Integrating Renewable Energy into Green Datacenters without Grid Tie Inverter

An Efficient Hierarchical Clustering Algorithm via Root Searching

GGreen: A Greedy Energy-Aware Scheduling Algorithm on Grid Systems

FITDOC: Fast Virtual Machines Checkpointing with Delta Memory Compression

HPC Environment on Azure Cloud for Hydrological Parameter Estimation

A Credit-Based Allocation Method of Resource Quotas for Cloud Users

Architecting for the Cloud: A Systematic Review

Study on the Effect Mechanism of the Bipolar Junction Transistor Caused by ESD

Three GPU-Based Parallel Schemes for SAR Back Projection Imaging Algorithm

Low Loss Compact Meander Stripline Delay Lines Using LTCC

Millimeter-Wave Interferometric Synthetic Aperture Radar Imaging via Ground Projection

A Method for Fast States Estimation of Multi-function Radar Based on Syntactic Derivation of Parse Chart

Improved Reliability Information for Rectangular 16-QAM over Flat Rayleigh Fading Channels

A STDMA-Based Collaborative Transmission Scheme for 60GHz WPANs with Directional Antenna

A Novel Routing Algorithm Based on Virtual Topology Snapshot in LEO Satellite Networks

An Energy Efficient Harmony Search Based Routing Algorithm for Small-Scale Wireless Sensor Networks

Improved Single-Stream Beamforming Algorithm in TD-LTE System

Localization Using Self-Organizing Maps Based on Spring Relaxation

Multipath Routing Protocol Based on Congestion Control Mechanism Implemented by Cross-Layer Design Concept for WSN

Resource Allocation for Energy Saving in Downlink Wireless Communication with Direction-Variable Antennas

An Efficient Algorithm for Route Discovery and Mobility Management on Mobile Ad Hoc Networks

A Modified Slotted Random Anti-collision Algorithm for the EPCglobal UHF Class-1 Generation-2 Standard

A Priority Based Adaptive Channel Reservation Algorithm for Improved System Capacity in Cognitive Radio Networks

Identify & Measure Social Relations: Routing Algorithm Based on Social Relations in Opportunistic Networks

Development of a Teaching Material That Can Motivate Students to Learn Control Engineering and Image Processing

A Case Study of Learning Action and Emotion from a Perspective of Learning Analytics

A Methodology for Evaluation and Knowledge Extraction from On-going Learning Process

Learning Model Development of Creating a Multimedia Application Particularly Puzzle Game

The Future of Teleteaching in MOOC Times

NSCC: Self-Service Network Security Architecture for Cloud Computing

Effective Sensors Deployment with Localization Accuracy Constraints

Eye Detection for Gaze Tracker with Near Infrared Illuminator

Development of Attitude Determination System for Moving Carrier Based on MEMS Sensors

A Solver for Performance-Aware Component Composition Problem in Reconfigurable Router

A Task Scheduling and Placement Strategy Based on Tasks' Aspect Ratio

DCDF: A Distributed Clustered Decision Fusion Scheme for Target Detection in Wireless Sensor Networks

A Novel Architecture for Inter-FPGA Traffic Collision Management

Mathematical Models Applied to On-Chip Network on FPGA for Resource Estimation

A Hardware Acceleration Engine for Ray Tracing

Saliency-Aware Image Completion

A New Edge Ordering Heuristic in Network Reliability Analysis

A Novel QoS Mapping Algorithm for Heterogeneous Home Networks Using General Regression Neural Networks

A Bayesian Nonparametric Topic Model for User Interest Modeling

HD: A Cache Storage Strategy Based on Hierarchical Division in Content-centric Networking

A Novel Queue Management Algorithm INRIO-C Based on Differentiated Services

Multi-byte Pattern Matching Using Stride-K DFA for High Speed Deep Packet Inspection

Effects of Memory on Information Spreading in Complex Networks

Exploring Cache Coding Scheme for Information-centric Networking

Exploring the Benefits of Introducing Network Coding into Named Data Networking

A Novel Relative Frequency Based Ring Oscillator Physical Unclonable Function

Design of Non-autonomous Chaotic Generalized Synchronization Based Pseudorandom Number Generator with Application in Avalanche Image Encryption

A Cost-Aware Method of Privacy Protection for Multiple Cloud Service Requests

ASPG: Generating Android Semantic Permissions

A Novel Mutual Authentication Scheme for Smart Card without Information Leakage

PeerSorter: Classifying Generic P2P Traffic in Real-Time

A Design of Elliptic Curve Cryptography-Based Authentication Using QR Code

FVisor: Towards Thwarting Unauthorized File Accesses with a Light-Weight Hypervisor

Performance Analysis and Optimization for Stochastic Workflows Running under Authorization Constraints

Alljoyn Based Direct Proximity Service Development: Overview and Prototype

A Heuristic Recommendation Method Based on Contextual Social Network

A Complex Network Model Based on 'Friends of a Friend' in a Fixed Community

Service Reliability Prediction Method for Service-Oriented Multi-agent System

Performance Comparison and Evaluation of Web Development Technologies in PHP, Python, and Node.js

A Comparison of Content Based Image Retrieval Systems

Improve Parallelism of Task Execution to Optimize Utilization of MapReduce Cluster Resources

Dynamic Core Allocation for Energy-Efficient Thread-Level Speculation

PaREM: A Novel Approach for Parallel Regular Expression Matching

Offline Data Dependence Analysis to Facilitate Runtime Parallelism Extraction

Availability Analysis of Satellite Positioning Systems for Aviation Using the PRISM Model Checker

A Novel Slack-Stealing Scheduling Algorithm for Hard-Real-Time Multiple-Processors System

Reducing Repair Traffic with Exact and Uncoded Repair in Distributed Storage Systems: Intersecting Zigzag Sets Codes on Hierarchical Codes

Tool Support for Rigorous Formal Specification Inspection

A Semi-centralized Algorithm to Detect and Resolve Distributed Deadlocks in the Generalized Model

A Novel Technique for PID Tuning by Linearized Biogeography-Based Optimization

Usable Security Mechanisms in Smart Building

User Authentication Interfaces in Mobile Devices: Some Design Considerations

Adrasteia: A Smartphone App for Securing Legacy Mobile Medical Devices

Mobistore: Secure Cloud-like Storage on Mobile Devices

Web Classification Using Deep Belief Networks

An Improvement to Feature Selection of Random Forests on Spark

A Dynamic Power Features Selection Method for Multi-appliance Recognition on Cloud-Based Smart Grid

Mobility Prediction Based Opportunistic Computational Offloading for Mobile Device Cloud

A Ubiquitous Computing Platform - Affordable Telepresence Robot Design and Applications

Research on Response Model of Data Mining

Highly Efficient Local Non-Texture Image Inpainting Based on Partial Differential Equation

An Effective Way to Improve Actigraphic Algorithm by Using Tri-axial Accelerometer in Sleep Detection

Geospatial Sensor Network eLearning Collaboratory - A Portal for Sensor Knowledge Acquisition and Representation

A Safe-Region Approach to k-RNN Queries in Directed Road Network

Rényi's Entropy Based Method for Analog Circuits Soft Fault Detection

The Real-Time Eye Detection for Single User Based on Template Matching

A Modified Greedy Algorithm for Wavelet Coefficients Reconstruction

A New Redundant Binary Partial Product Generator for Fast 2n-Bit Multiplier Design

Global Hybrid Multi-core-GPUs-OpenMPs-Resources Platform in Hard Real Time System

Chroma-Keying Based on Global Weighted Sampling and Laplacian Propagation

Efficient Dual Channel Multiple Access for Multihop Wireless Networks

Antenna Array Beam Pattern Synthesis Based on Trust Region Method

A Hierarchical Scheduling Algorithm in Improving Quality of Wireless 3D Video Transmission

Adaptive Resource Allocation for QoE-Aware Mobile Communication Networks

A Novel Routing Scheme for LEO Satellite Networks Based on Link State Routing

Design of an X-Band Negative Resistance Oscillator Based on the ASIW in Modern Wireless Communication Systems

Data Directed Estimation Based Turbo Equalization in HF Communication

Lattice Reduction Aided Blind Signal Separation Algorithm

UWBSS: Ultra-wideband Spectrum Sensing with Multiple Sub-Nyquist Sampling Rates

Distributed Construction of Connected Dominating Sets Optimized by Minimum-Weight Spanning Tree in Wireless Ad-Hoc Sensor Networks

Distance Based Energy Efficient Clustering Method in Wireless Sensor Networks

Energy-Aware Secure Routing for Hybrid Wireless Mesh Networks

WiPCon: A Proxied Control Plane for Wireless Access Points in Software Defined Networks

User Evaluations Service Quality on E-Tax Filing Satisfaction within the Public Sector

Parameter Estimation of Phase Code and Linear Frequency Modulation Combined Signal Based on Fractional Autocorrelation and Haar Wavelet Transform

Cone Dominance-Based Interactive Evolutionary Multiobjective Algorithm for QoS-Driven Service Selection Problem

Enabling Query of Frequently Updated Data from Mobile Sensing Sources

Multiple Secret Key Sharing Based on the Network Coding Technique for an Open Cloud DRM Service Provider

Solutions for the Key Technologies of Cultural Transmission Platform under Wireless Networks

An Effective Algorithm to Detect Abnormal Step Counting Based on One-Class SVM

Preliminary Study on Wireless Home Automation Systems with Both Cloud-Based Mode and Stand-Alone Mode

NC-COCA: Network Coding-Based Cooperative Caching Scheme

Uncorrelated Weighted Median Filtering for Noise Removal in SuperDARN

Detection of SMSP Jamming in Netted Radar System Based on Fractional Power Spectrum

Improving Prediction Robustness of VAB-SVM for Cross-Project Defect Prediction

Agent Based Resource Discovery for Peak Request Periods in Peer-to-Peer Grid Infrastructures

Fast Intra/Inter-mode Decision for Arbitrary Downsizing Video Transcoder Using H.264/AVC Standard

Broadcast Searchable Keyword Encryption

DPSC: A Novel Scheduling Strategy for Overloaded Real-Time Systems

A Weakness-Based Attack Pattern Modeling and Relational Analysis Method

Modified Cramer-Rao Bounds for Parameter Estimation of Hybrid Modulated Signal Combining PRBC and LFM

A Method for PRI Estimation of Multicomponent LFM Signals from MIMO Radars

A New Error Concealment Algorithm for H.264/AVC

Transmit Multi-beamforming of Wideband Signals Based on the Focusing Transform

Fast Intra-mode Decision Algorithm for HEVC Based on Texture Direction

Two-Dimensional Direction-of-Arrival Estimation Using Two Transform Matrices

A Fast Media Synchronization Mechanism for Streaming Screen Recording Applications

CRA: A Real-Time CUDA-Based Resolution Adapter in Screen Recording Applications

FMA-RRSS: Fingerprint Matching Algorithm Based on Relative Received Signal Strength in Indoor Wi-Fi Positioning

R-FirstFit: A Reservation Based First Fit Priority Job Scheduling Strategy and Its Application for Rendering

Algorithm Analysis and System Implementation of Advanced Facial Information Extraction and Face Recognition under Wireless Networks

Modeling Geospatial Sensor Knowledge under a Semantic Sensor Web Environment

A Real-Time Hand Gesture Recognition Approach Based on Motion Features of Feature Points

Mobile Sensing on GSM Channel Utilization at Metropolitan Scales

Network Redundancy Elimination by Dynamic Buffer Allocation

Big Data Density Analytics Using Parallel Coordinate Visualization

On the Complexity of Reverse Minus Domination on Graphs

When to Combine Two Visual Cognition Systems

On the Minimum Hub Set Problem

Clustered Trees with Minimum Inter-cluster Distance

A Neighbor Discovery Algorithm in Network of Radar and Communication Integrated System

Parallel Construction of Independent Spanning Trees on Parity Cubes

Belated Analyses of Three Credit-Based Adaptive Polling Algorithms

Publish/Subscribe in NoSQL

A Recursive Algorithm for General Hash Chain Traversal

Multicast Rendezvous in Cognitive Radio Networks: A Hypercube Approach

Predicting the Quality of Experience for Internet Video with Fuzzy Decision Tree

Hierarchical RBF Neural Network Using for Early Stage Internet Traffic Identification

Overlapping Local Community Detection in Directed Weighted Networks

A Simple Voice Extraction Algorithm in a High-Noise Environment

An Asynchronous Distributed Algorithm for Constructing a Connected Dominating Set Optimized by Minimum-Weight Spanning Tree

Connectivity Results of Hierarchical Cubic Networks as Associated with Linearly Many Faults

A Low-Power System Design of RFID Sensor Networks

Solving the Problem of Runge Phenomenon by Pseudoinverse Cubic Spline

Power-Activated WASD Neuronet Based Russian Population Estimation, Correction, and Prediction

From Newton Fractals to Gradient Fractals in Addition to Zhang Fractals

ZG Control of Populations of Lotka-Volterra Equations Using Interaction Coefficients as Inputs

A Multiple Interfaces Routing System Embedded on FPGA

Region Disjoint Paths in a Class of Optimal Line Graph Networks

Reducing Communication in Parallel Breadth-First Search on Distributed Memory Systems

Broadcasting in Harary-Like Graphs

Conditional Connectivity with Distance Requirement on Hypercube

NM2H: Design and Implementation of NoSQL Extension for HDFS Metadata Management

IOMRA - A High Efficiency Frequent Itemset Mining Algorithm Based on the MapReduce Computation Model

N Fault-Tolerant Sender-Based Message Logging for Group Communication-Based Message Passing Systems

LRU-MRU with Physical Address Cache Replacement Algorithm on FPGA Application

A Strategy of Service Quality Optimization for Live Virtual Machine Migration

Work and Sojourn Time in an M/G/1 Retrial Queue with Breakdowns

Dynamic Clone Sharing Scheme in Mobile Cloud Computing: A Delaunay Triangulation Approach

Aggregation Decoding for Multi-failure Recovery in Erasure-Coded Storage

The Auto-configurable LDPC Codes for Distributed Storage

Design of Simple Bleeding Detector and Alarm System Using RF Transceiver and GSM System

Design and Implementation of Flow Mobility Based on D-PMIPv6

A Relay-Optimized Cooperative MAC Protocol for Mobile Ad Hoc Networks

Opportunistic Spectrum Sharing with Quality-of-Service Support in Cognitive Radio Networks

Dynamics Nature and Link Prediction Methods in Opportunistic Networks

Bi-directional Probing for Neighbor Discovery

An All-to-All-Broadcast Oriented MAC Protocol Using Directional Antennas in Ad Hoc Networks

Human Activity Recognition Based on Similarity

Crowdsensing Service by Mining Trajectory Patterns in Wireless Sensor Networks

A Secret Key Extraction Technique Applied in Vehicular Networks

Uplink Power Control for Dual Connectivity

Reliable Delivery of Warning Messages in Partitioned Vehicular Ad Hoc Networks

Full Duplex with Buffer-Aided Relay

Secure SMS Communication Using Encryption Gateway and Digital Signature

Exploiting Partial Centrality of Nodes for Data Forwarding in Mobile Opportunistic Networks

Buffer Capacity-Constrained Epidemic Routing Model in Mobile Ad-Hoc Networks

Delay Constrained Routing Algorithm for WSN with Mobile Sink

Optimal Power Allocation for Energy Harvesting and Grid Power Hybrid Systems

Dolphin: Ultrasonic-Based Gesture Recognition on Smartphone Platform

An Ensemble Approach for Activity Recognition with Accelerometer in Mobile-Phone

A Two-Phase Context-Sensitive Service Composition Method with the Workflow Model in Cyber-Physical Systems

The Effect of Attacks on DCT-Based Features for Image Copy Detection

Context-Based Web Service Reputation Measurement

A Fruit Recognition Method via Image Conversion Optimized through Evolution Strategy

A Design and Implementation of Information Service Architecture for Resource-Constraint Devices in Internet of Things

IoT Information Service Composition Driven by User Requirement

A Pilot Crowdsourced City Governance System: CITY FEED

Security-Aware Real-Time Scheduling for Hypervisors

PeerDigger: Digging Stealthy P2P Hosts through Traffic Analysis in Real-Time

Authoritative Scholarly Paper Recommendation Based on Paper Communities

Privacy Preserving Biometric-Based User Authentication Protocol Using Smart Cards

Multimodal Cryptosystem Based on Fuzzy Commitment

An Approach to Formally Validate and Verify the Compliance of Low Level Access Control Policies

Self-Stabilizing Selection of Influential Users in Social Networks

Design and Implementation of Multi-channel Wideband and RF Signal Generator

Constructing Minimum Connected Dominating Sets with Constant Update Time in Wireless Ad-Hoc Sensor Networks

Fast and Reliable IP Recovery for Overlay Routing in Mission Critical Message Oriented Middleware

A Texture Complexity Based Fast Prediction Unit Size Selection Algorithm for HEVC Intra-coding

A Load Balancing and Overload Controlling Architecture in Clouding Computing

802.11ad Key Performance Analysis and Its Application in Home Wireless Entertainment

A CDS-Based Network Coding Scheme in Wireless Sensor Converge-Cast Networks

Discovering Regional Taxicab Demand Based on Distribution Modeling from Trajectory Data

Detail-Enhanced Multimodal Medical Image Fusion

The Interactive Design and Performance Study of Instrument Panels Based on the Single-Handed Keyboard Mouse

Formal Specification and Transformation Method of System Requirements from B Method to AADL Model

Practical Preserving Identity-Privacy Anonymous Data Sharing in Cloud Computing

Shielding Your Privacy with the Local-Booted Virtual Machine

Is Really NACK Protocol Secure to Be Employed in MANETs?

Evaluating Graphs from a New Perspective

Study of Target Face Search Algorithm for Video Advertisement

The Parallel Implementation of Interval Global Optimization Algorithm and Its Application

Classification of Drowsiness in EEG Records Based on Energy Distribution and Wavelet-Neural Network

Fast Protocol Decoding in Parallel with FPGA Hardware

Real-Time Implementation of Particle-PHD Filter Based on GPU

Dynamic and Adaptive Topology-Aware Load Balancing for Grids

Migration of CUDA Program Based on a Divide-and-Conquer Method

Extending Collection+JSON and Automatic CRUD Interfaces

Credit Risk Classification Using Discriminative Restricted Boltzmann Machines

An Improved Text Categorization Algorithm Based on VSM

A Cartoon Image Annotation and Retrieval System Supporting Fast Cartoon Making

Performance Evaluation of Inverted Index Traversal Techniques

Remote Sensing Image Classification Based on Hybrid Entropy and L1 Norm

Multi-instance Learning Using Information Entropy Theory for Image Retrieval

A New Facial Expression Recognition Method Based on Geometric Alignment and LBP Features

A Similarity Network Based Behavior Anomaly Detection Model for Computer Systems

Security Enhanced Anonymous Remote User Authentication and Key Agreement for Cloud Computing

Backup Backhaul for Femtocells

Automatic Movie Summarization Based on the Visual-Audio Features

SVD-Based 3D Image Quality Assessment by Using Depth Information

Study on Based Reinforcement Q-Learning for Mobile Load Balancing Techniques in LTE-A HetNets

Contour-Preserved Retargeting of Cartoon Images

Realtime Illustrative Rendering of Large Scale Skinned Meshes

3D Image Quality Assessment Based on Texture Information

A New Segmentation Method for Broadcast Sports Video

Efficient Recording of Parallel Chien Search Results of BCH Code by Three-Staged and Group-Sorted Circuit

Automated Alarm System for Diaper Wet Using GSM

Dynamic Communication Performance of STTN under Various Traffic Patterns Using Virtual Cut-Through Flow Control

Analysis and Design of Conical Equiangular Spiral Antenna Using MPIE and QGA Technique

An Organic View of Prototyping in Information System Development

Efficient Identity-Based Public Auditing Scheme for Cloud Storage from Lattice Assumption

Research on Large Scale 3D Terrain Generation

Performance Improvement of Energy-Aware MANET Routing Algorithm Using Load-Balancing

Improving Performance of Forensics Investigation with Parallel Coordinates Visual Analytics

A Particle PHD Filter with Improved Resampling Design for Multiple Target Tracking

Research on Effect of Antenna Beamwidth for Compressive Sensing Based GPR Imaging

A License Plate Super-resolution Reconstruction Algorithm Based on Manifold Learning

Generating Snapshot Backups in Cloud Virtual Disks

Learning Sparse Representation by K-SVD for Stock Classification

Implementation of Low Power 8-Bit Multiplier Using Gate Diffusion Input Logic

Multi-authority Attribute Based Encryption with Attribute Revocation

Optimal Control of an Improved SIR Model Based on Cholera Spreading

Extended Gradient Local Ternary Pattern for Vehicle Detection

A Design of a Communication Library between Multiple Sets of MPI Processes for MPMD

Pseudo Share: Bring Shared to Exclusive for Main Memory in Multi-core Systems

Variable Universe Fuzzy PID Control for Multi-level Gas Tank Pressure

SSH: Image Index Based on Sparse Spectral Hashing

Evaluating Open IaaS Cloud Platforms Based upon NIST Cloud Computing Reference Model

A Smart Home Architecture Based on Resource Name Service

The Social Feature-Based Priority Relation Graph of Mobile Social Networks

Cache Management for Information-centric Networking

Face Recognition Using Markov Stationary Features and Vector Quantization Histogram

Emerging Topic Detection Model Based on LDA and Its Application in Stem Cell Field

Cress: Dynamic Scheduling for Resource Constrained Jobs

Lessons from Experimental Methodology of Cache Hierarchy Changes with the Memory Technology

An Improved Semi-supervised K-Means Algorithm Based on Information Gain

Time-Domain Dictionary for Sparse Representation of Radar High Resolution Range Profile

Llama: Distributed Multi-versioned Model Data Management for SCADA

False Target Deceptive Jamming for Countering Missile-Borne SAR

Publisher's Information

2013 IEEE 16th International Conference on Computational Science and Engineering

2012 IEEE 15th International Conference on Computational Science and Engineering

2011 14th IEEE International Conference on Computational Science and Engineering

2010 13th IEEE International Conference on Computational Science and Engineering

2009 International Conference on Computational Science and Engineering

2008 11th IEEE International Conference on Computational Science and Engineering

Web Classification Using Deep Belief Networks

Content Provider	IEEE Xplore Digital Library
Author	Sun, Shu Liu, Fang Liu, Jun Dou, Yinan Yu, Hua
Copyright Year	2014
Abstract	In recent years, deep learning approaches have gained significant interest as a way of building hierarchical representations from unlabeled data. These deep learning approaches have been applied to image recognition, voice recognition and text processing. However, to our knowledge, the deep learning approaches have not been extensively studied for web data. In this paper, we apply deep belief networks to web data and evaluate the algorithm on various classification experiments by comparing its performance with that of the SVM classification algorithm. In addition, the experiments show good performance of the deep belief networks for various classification tasks.
Starting Page	768
Ending Page	773
File Size	289485
Page Count	6
File Format	PDF
e-ISBN	9781479979813
DOI	10.1109/CSE.2014.158
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2014-12-19
Publisher Place	China
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Support vector machines Training Algorithm design and analysis DBN Accuracy Training data Vectors SVM Electronic commerce Deep Learning Web Classification
Content Type	Text
Resource Type	Article

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