NDLI: The Application of Improved SVM for Data Analysis in Tourism Economy

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2014 7th International Conference on Intelligent Computation Technology and Automation

Table of contents

6M25 Compressor Online State Monitoring System Design

A Genetic Algorithm Using Priority-Based Encoding for Routing and Spectrum Assignment in Elastic Optical Network

A Kind of Identity Authentication under Cloud Computing Environment

A Kind of Improved AdaBoost Algorithm

A Kind of Malicious Code Detection Scheme Based on Fuzzy Reasoning

A Load Balance Based Routing and Wavelength Assignment Algorithm

A Neural Network Approach to Evaluate Agility of Cloud-Based Virtual Enterprise

A Novel Company Financial Risk Warning Method Based on BP Neural Network

A Novel Way to Increase the Accuracy of Current-Calculating on Metal Surface Using FDTD Method

A Study on Stress-Strain Testing of Controlled Blasting Demolition of 210m Chimney

A Study on Topology in Computer Network

Advances in Analytical Technologies of Trace Accelerant in Fire Investigation

An Architecture for Private Cloud Storage System Based on Block Device

An Automatic Level Adjustment Device Based on STM32

An Easy Method to Get Criterial Values of Frank-Kamenetskii Parameter for Infinite Plane Slab and Infinite Cylinder

An Efficient Mathematical Model to Process Data of Smart City

An Emission Rate Adaptive Algorithm of Wireless Sensor Networks

An Improved Genetic Algorithm for Intelligent Test Paper Generation

An Improved Nonlinear Fitting Method and Its Application in Function Approximation Based on Particle Swarm Algorithm

An Intelligent E-Commerce Recommendation Algorithm Based on Collaborative Filtering Technology

Analysis and Application of Consumer Features with Cloud Computing and Data Mining Technology

Analysis and Design of Humanoid Robot Dance

Analysis of Charring Pine Morphology under Different Heating Conditions

Analysis of Critical Design Parameters for Simple-Supported Trough Girder and Arch Composite Railway Bridge

Analysis on Spatial-Temporal Distribution Patten and Change Characteristics of Land Cover in Burma Based on High-Resolution Remote Sensing Image and GIS Technology

Research on Optimization and Implementation of BP Neural Network Algorithm

Application of Hybrid Algorithm in Vehicle Routing Optimization Problem

Application of Magnetic Technology in the Prevention and Treatment of Industrial Waste

Based on the Substation 3D Real-Scene High-Voltage Warning Area of the Colliding Detection Algorithm Research

Bi-directional Carving Based on Saliency Map via Absorbing Markov Chain

Chaotic Time Series Analysis of Seismic Parameter of Moment

College Employment Quality Prediction Method Based on BP Neural Network

Communications Technology Professional Vocational Training Base Construction Methods and Practice

Computer Simulation of the Interaction on Pigment and Paper in Virtual Painting

Design and Development of Enterprise Information Management System Based on Mobile Internet Technology

Design and Development of Semantic-Based Search Engine Model

Design and Development of Tele-Diagnosis System of Medical Image Based on Mobile Terminal

Traffic Pattern Recognition System Design and Development Based on Smart Phones

Design and Implementation of Intelligent Building Engineering Information Management System

Design and Implementation of NC Lathe Integrating CAD System Based on Feature Recognition

Design and Implementation of the Normalized Comprehensive Alarming System in Guangzhou Fire Department Command Center

Design and Implementation of Virtual Training Scenario Editing System of Emergency Disposal

Design of Early Warning System of PM2.5 Detection Based on BP Neural

Development and Implementation of Traffic Pattern Recognition Software Based on iOS Framework

Development and Performance Improvement of Enterprise Information Management System

Development of Field-Zone-Net Model for Fire Smoke Propagation Simulation in Ships

Development of Integrated Design and Management Tool of Intelligent Substation

Diagnosis and Analysis of Occult Rib Fracture Based on Image Post-processing Technique

Digital Watermarking Technology Based on DCT and Neural Net

Direct Blowing Pulverizing System Modeling Based on IPLS-SVM

Disturbing Effect of Shield Tunnel Down-Traversing Nearby Existing Metro Tunnel

Dynamic Characterization Research of the New Type Zero Leakage Valve with Double Direction

Effect of Fire Residue Structure on Flame Retardancy of HIPS/Silica Nanocomposites

Electronic Circuit Virtual Laboratory Based on LabVIEW and Multisim

Emergency Guidance Evacuation in Fire Scene Based on Pathfinder

Energy Efficient Resource Allocation for Low-Medium-Altitude Platforms-Based Networks

Ensemble Simplified Fuzzy ARTMAP with Modified Plurality Voting

Estimating for Cable-Stayed Bridge by Modified DASPA Procedure

Evaluation System for Different Assessment Index in Green Building System Based on Group Experts Analytic Hierarchy Process

Experimental Study of Ethanol Fire at Different Oxygen Concentrations

Experimental Study on Total Flooding Extinguishing Test by New Ultra-fine Water Mist Fire Extinguisher Extinguishing Combustion of Paper

Facial Expression Recognition Based on SVM

Feasibility Study on Plastic Pipe Used in Simple Automatic Sprinkler System

Fire Alarm Using Multi-rules Detection and Texture Features Classification in Video Surveillance

Fire Safety Assessment of an Underground Parking Area Based on D-S Evidence Theory

Flow Induced Vibration Analysis of the New Two-Way Zero Leakage Large Diameter Electromagnetic Drive Valve

Frequency Domain Iterative Combining-Equalization for HF High Data Rate Transmission Systems

Gear Transmission Optimization Design Based on Intelligent Algorithm

Grey Prediction of Urban Rail Transit Machine-Electric Equipment Fault Based on Data Mining

Hardware Platform Design for Network Performance Closed-Loop Testing System of Smart Substations

Head Injury Theory and Water Rescue Helmet Design

How Do We Improve Incident Command Procedures: Sino-US Comparison and Case Study of Dalian Oil Pipeline Fire

Image Mosaics via the Novel Saliency Map

Impact of Big Data on China Smart River Basin

Improved Bilinear Interpolation Method for Image Fast Processing

Improving the Traffic Data Imputation Accuracy Using Temporal and Spatial Information

Iteration and Parallel Computation on Computational Fluid Dynamics

Large Petrochemical Reservoir Fire Characteristics and Emergency Rescue Forces Needs Analysis

Limiting Oxygen Index Tests and the Extinguishment Tests of Typical Flammable Liquids Fire

Linking Social Media with Open Innovation: An Intelligent Model

LNG Terminal Station Fire Risk Analysis Using Information Diffusion Model

Logistic Growth Prediction of B2C E-Commerce Based on Nonlinear Integral

Lord Reducer Design of Strip Rolling Machine and Shell Finite Element Analysis

Management of Tourism Resources and Demand Based on Neural Networks

Mathematical Description and Complex Adaptive System Modeling for Evolutionary Branding

Mathematical Model of Deepwater Harbor in Changing Island

Mechanism and Property of Extinguishing Temperature-Sensitive Hydrogels

Methane Gas Detection Based on Tunable Diode Laser Absorption Spectroscopy and Optical Fiber Sensing

Method of Classification for Landscape Trees Based on Tree Texture Image Using Improved Support Vector Machine

Microstructure Evolution of Co38Ni34Al28-Xsix (x=1, 3, 5, 7, 9) Magnetic Shape Memory Alloys

Network Simulation on the Smoke-Proof Effect of the Staircase in High-Rise Building under the Effect of Wind Pressure

Numerical Investigation of Fire Safety of an Indoor Pedestrian Street

Numerical Simulation and Detection Response Analysis of Fire in a Large Space Building

Numerical Simulation of Gas Migration Regularity under Different Periodic Step Distance in Goaf

Numerical Simulation on the Breakage of Glass Curtain in a Tower Building Fire

Numerical Study of Overheat Fault in Copper Wire Caused by Bad Contact Base on Multi-physics Coupling

Numerical Study on Smoke Exhaust in Large-Scale Underground Public Buildings

Optimizing Threshold of Line Type Optical Fiber Heat Alarm Systems for Traffic Tunnel

Parameter Optimization of Composite Basket Handle Tied Arch Bridge with Super Width and Long Span

Performance-Based Design of Smoke Evacuation System and Air Supply System for Large-Sized Indoor Stadium

Polymetallic Sulfide Particle Hydraulic Lifting Performance Simulation

Power Allocation Algorithm with the Consideration of Fading Channel Gain in Estimation Fusion

Probabilistic Model Based Large-Scale Social Network Community Discovery Algorithm

Protection of Historical Buildings by Using New Chemical Techniques: Taking Nanjing as an Example

Radial Carbon Penetration in the Surface Layer of Molten Copper Wire

Realization of LED Urban Lighting Network Based on POWERLINK Industrial Ethernet

Research on Business Intelligence Application in Electric Grid Industry Based on Data Mining

Research and Application of Embedded Web Sensors

Research and Design of Quasi-Realtime Data Platform for Power Grid Enterprise

Research and Development of Virtual Digital Campus System Based on Android Platform

Research and Implementation of Social Network Service Model

Research and Improvement of PageRank Sort Algorithm Based on Retrieval Results

Research of City Entrepreneurial Environment Evaluation via Fuzzy AHP

Research of Information Retrieval in the Cloud Computing Environment

Research of Radio Channel Characteristics in Mobile Communication Technology

Research of the Router Scheme for Virtual Storage

Research on Heart Rate Variability to Driver Fatigue Detection of Dangerous Chemicals Vehicles Based on Simulation Analysis

Research on a Novel Multi-agent Negotiation Model for E-Commerce Platform

Research on a Pole Tower of Bamboo Joint Bionic Composite Materials Based on Numerical Analysis

Research on an Underground Electricity Cable Path Detection System

Research on Building Fire Risk Assessment Based on Analytic Hierarchy Process (AHP)

Research on Efficient Pattern Matching Algorithms in Intrusion Detection System

Research on Enterprise Financial Risks Evaluation Based on the Gray Relevance Theory

Research on Evaluation Index System of Safety Culture Construction in Oilfield Teams

Research on Fire Luminaire's Smoke Penetrability Test Device and Method

Research on Force and Thermal Phenomena of Short Circuited Melted Mark in Electrical Fire

Research on Heat Transfer Characteristics and Pre-cooling of Car Cabin in Parking and Staring Process Based on Simulation Analysis

Research on Improvement of Temperature Stability of Optical Voltage Transducer

Research on Influencing Factors of Near Miss Initiative Report in Coal Mine

Research on Information Course Design and Application Based on Moodle Platform

Research on Modeling and Design of Real-Time Embedded Systems

Research on NC Simulation Technology Integrating CAD/CAM/CAPP

Research on Normalization of Fire Liability Accident Case Investigation

The Comprehensive Evaluation of Architectural Engineering Geology Based on IACO

Research on Pressure Emergency Plugging Technology and Equipment

Research on Recommendation Algorithms in Web of Things System

Research on Sustainable Tourism Development of a Leisure City - The Case of Changsha Based on Data Mining

Application Development Research Based on Android Platform

Research on the Mesoscopic Identification Method of Digital Images of Soil-Rock Mixture

Research on the Numerical Simulation of the 110kV Transformer Fire Extinguishing by Foam Spraying

Research on the Production Reaction Kinetics and Thermochromism of Salicylaldehyde Ethanolamine Schiff Base

Research on the Resource Joint Scheduling in Optical Networks for Cloud Computing

Research on Unloading Deformation Characteristics and the Law of Mechanical Parameters Based on Unloading Experiments of Marble

Research on Wireless Network Topology of Substation Equipment Monitoring Based on QoS

Resource Navigation System of Typical Lijiang River Tourism Based on GIS and Panorama Technique

Risk Assessment Model of Network Intrusion in Electronic Commerce Area

Room Temperature Single Electron Transistor Model Optimization Based on Ordered Mesoporous Membrane

Self-Guided System Design Based on Mobile Platform

SEM Analysis on Burning Melted Beads of Copper Wire

SEM Analysis on Primary Short Circuited Melted Beads of Copper Wire

Sensor-Less Control for Brushless DC Motors Based on Hybrid Sliding Mode Observer

Shear Force Distribution Analysis on Corrugated Steel Webs of Three-Box Single Cross-Section Girder Bridges with Variable Depth

Simulation and Research for Forward Neural Networks Modeling

Simulation of Leaking Gas Diffusion in an Urban Using 3D Map Sketch Up

Spatial Difference Analysis on Development Level of County-Level Industries with Class-I Ports in Yunnan Province Based on GIS Technology and Approach

Static Analysis on an Electromagnetic Rotating Ball Valve with Double Direction Metal Sealing in the Closing Condition

Study on Administrative System and Enforcement Mechanism of China Urban Public Fire Safety Education

Study on an Intelligent Smoke Control System in a Modern Building

Study on Competency Model of Firefighter

Study on Economy Development Gap of Counties Based on Analysis on GIS and Variance Coefficient and Range - Taking Zhaoyang District and Ludian County of Zhaotong, Weining County of Guizhou as a Case Study

Study on Evacuation Conversion Coefficient of a Large Clothing Market

Study on Fashion Industry Value-Added Mode Based on Bass Diffusion Model

Study on Hotel Fire Investigation Based on FDS

Study on Industrial Structure Evolutionary of Central Yunnan Economic Zone in China - Analysis Based on Industrial Structure Conversion Coefficient and GIS Spacial Analysis Method

Study on Numerical Simulation of Smoke Control Mode in Smoke-Proof Staircase of High-Rise Buildings

Study on the Age of the Internet Network Awareness of the New Generation of Migrant Workers

Study on the Assessment Methods of Soil Erosion Intensity - In Case of Ten Tributaries Upstream

Study on the Combustion Disturbance of Polystyrene on Gasoline under Fire Condition

Study on the Effects of Rice Husk Quantity and Particle Size on the Compressive Strength of Concrete Based on Experiment

Study on the Fire Risk Assessment of the Electric Bicycle Based on the AHP

Study on the Impact of Different Doses of Performance of Modified Asphalt Mixture

Study on the Optimization of Anhui Industrial Structure and Financial Development Demonstration - Based on the Perspective of Revised Theil Index

Study on Transient Air-Fuel Ratio Predictive Model of Gasoline Engine Based on Artificial Intelligence

Study on Ventilation and Smoke Control System of Subway Transfer Stations

Study on Wall Fire Spread Characteristics of Polystyrene External Insulation Materials under Different Window Fire Sources

Synthesis Risk Pattern Recognition Model for Building Fire Utilizing Sensor Network

System Dynamic Analysis on Behavior-Based Safety in an LNG Enterprise

The Application of Double Load Cells Self-Balanced Method on the Static Load Test of Long Post-grouting Pile with Great Diameter

The Application of Improved SVM for Data Analysis in Tourism Economy

The Application of Mobile Cloud in Heterogeneous Data Storage in Web of Things System

The Development and Implementation of Intelligent Test Paper Assembling System

The Digital Campus Information System Integration Research Based on SOA

The Effect of Road Congestion Charge on Travel Departure Time Choice Based on Numerical Analysis

The Evaluation of Chinese Urban Traffic Management System Application Based on Intelligent Traffic Control Technology

The Greenway Planning Study of Beijing Pinggu District Was Based on GIS

The novel multicast design of RAID - Retracted

The Numerical Simulation on the Dynamical Character of the Stabilized-Soil

The Parameter Back Analysis of Rock Mass Based on Orthogonal Design

The Preventive Maintenance for Transportation Network Based on Network Efficiency

The Research and Improvement of Image Mosaicing Algorithm and Its Application in Frescoes

The Research of Evaluation for the Emergency Capability of University Based on Catastrophe Theory

The Research of IoT Based on RFID Technology

The Security Analysis and Attacks Detection of OSPF Routing Protocol

The Sensitivity of Final Consequence Analysis Results to the LNG Pool Area

The Spatial Distribution of Industries Based on GIS

The Spatial-Temporal Evolution Research of Yunnan Central Urban Agglomeration's County-Level Economic Structure Based on GIS

The Structure and Measurement Study of Charismatic Leadership Style of Management Layer of Fire Protection Unit

The Study on Application of Natural Materials in Landscape Architecture Design Based on the Experimental Simulation

The Top Design Methodology of Smart City in China

The Video Monitoring System Based on Big Data Processing

Thermal Properties and Heat Transfer in Concrete Filled Steel Tube Reinforced Concrete Columns Exposed to Fire

Tourism Industry Data Analysis and Evaluation Based on Multilevel Grey Evaluation Method

Traffic Simulation Modeling and Analysis of BRT Based on Vissim

Treatment Effects of Vermiculite with Gravel System on Road Runoff

Using LU Decomposition in FDFD for Fast Calculation of Monostatic RCS

Tourism Venue Exhibition System Design Based on Flash Scripting Language

Wideband Simultaneous Switching Noise Isolation in Power/Ground Cavity Structure with Complementary Split Ring Resonators

Adaptability Analysis of Cable-Sliding Friction Aseismic Bearing

An Innovative Model for Food Safety Management Based on the Information on the Internet

Analysis on Fatigue Load Effects of Bridge Cables Based on Traffic Load Simulation

Application and Research of Multi-ring Bracing System Used in Deep Foundation Pit with Irregular Shape

Application of BP Neutral Networks to Water Demand Prediction of Shenyang City Based on Principle Component Analysis

Arch Suspender Dynamic Response Analysis Based on Support Spring Model

Behavior of Stud under Monotonic and Cyclic Loading Based on FEM Simulation

Bridge Type Selection of Key Technology Research Based on Adaptive

Analysis of Characteristics of China's Service Trade Based on Data Analysis

Citizens' Perception of Civil Engineering Quality Based on Data Mining

City Pipe Network Intelligent Service Based on GIS and Internet of Things

Coupling Relationship between Commercial Spatial Structure and Population Based on the Point Pattern Analysis and Coupling Model: A Case Study in Beijing

Effects of Live Load on the Deflection of Long-Span PC Continuous Rigid-Frame Highway Bridge Based on Midas

Finite Element Analysis of Cracks on Railway Bridge Pier Based on ANSYS

Frequency Veering Analysis of Cable-Girder System for Cable-Stayed Bridges

Mechanical Behavior Analysis of Trough Girder and Arch Composite Bridge Based on ANSYS

Nonlinear Behaviors of Torsional Elastic Support Arch under External Excitations

Protection of Historic Buildings through Structural Translocation during Construction of Deep Foundation Pit

Research for Cable-Girder Coupled Vibration of a Cable-Stayed Bridge Based on Finite Element Analysis

Research on the Evaluation Method of Customer Satisfaction Index and Its Improvement in Drilling Engineering Technology

Simplified Model for Safety Evaluation of Arch Suspenders Based on Parameter Analysis

The Control of Engineering Project Cost Management of Construction Enterprise Based on Lean Model Experimental Analysis

The Crack Resistance Analysis in Mid-Span Closure Segment of Continuous Rigid-Frame Box Girder Bridge Based on ANSYS

The Development Strategy for the Tourism in Hebei under the Background of Smart City Based on Data Mining

Wire Stress Distribution among Damaged Cable Based on FEM Analysis

Publisher's Information

2012 Fifth International Conference on Intelligent Computation Technology and Automation

2011 Fourth International Conference on Intelligent Computation Technology and Automation

2010 International Conference on Intelligent Computation Technology and Automation

2009 Second International Conference on Intelligent Computation Technology and Automation

2008 International Conference on Intelligent Computation Technology and Automation (ICICTA)

The Application of Improved SVM for Data Analysis in Tourism Economy

Content Provider	IEEE Xplore Digital Library
Author	Lin Shi-Ting Xue Bo
Copyright Year	2014
Description	Author affiliation: Qinhuangdao Inst. of Technol., Qinhuangdao, China (Lin Shi-Ting; Xue Bo)
Abstract	In this thesis, the main content of statistical learning theory is firstly introduced briefly, based on this, the basic principle and process of ε-SVR (one algorithm of Support Vector Machine for Regression, SVR) is presented. Then this method is used to model tourist traffic prediction and predict one series data (Taian monthly tourist quantity data). Two different kernel functions are employed, and the former's performance is evidently better than the latter's. ε-SVR's performance is also compared with that of traditional time series analysis method, and the former outperforms the latter.
Sponsorship	Shenzhen Res. Inst., Central South Univ.
Starting Page	769
Ending Page	772
File Size	310546
Page Count	4
File Format	PDF
e-ISBN	9781479966363
DOI	10.1109/ICICTA.2014.186
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2014-10-25
Publisher Place	China
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Support vector machines Correlation coefficient Tourism Economy Time series analysis Predictive models Data Analysis Prediction algorithms Data models Support Vector Machine Kernel
Content Type	Text
Resource Type	Article

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