Artificial Intelligence and Industrial Application
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Artificial Intelligence and Industrial Application

Artificial Intelligence and Industrial Application

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About the Book

The papers presented in this book are from the 2014 International Conference on Artificial Intelligence and Industrial Application (AIIA). The work shared at AIIA 2014 explored views and ideas on current issues emerging in the field of artificial intelligence. The contents of the book are organised in 7 topics groups: Artificial Intelligence and Application, including AI and the Web; Cognitive Systems and Game Playing and Interactive Entertainment; Industrial Engineering and Applications, Software Process, Communication Technology, Network and Information Security, Data Mining and Knowledge-based Systems, which discussed areas such as Mechatronics; Multimedia & Cognitive Informatics, Recent Trends and Developments and Web Intelligence Applications & Search

Table of Contents:
Contents Section 1: Artificial intelligence and application A knowledge management approach to support sensor web simulation using informed virtual geospatial environments; A smoke detection system using colour features and the AdaBoost algorithm; Research on a distinguishing pulse based on an artificial neural network; Wear prediction of brake pads in EMUs using a BP neural network; Research of multiple AGV system path optimization based on a time window; Posture decouple control and slope climbing of a quadruped robot; A fuzzy logic cross-coupling controller for mobile robots; Real-time TOD acquisition for bus passengers via a dual-chip RFID system; Velocity estimation based on a complementary filter for smart car speed control; Study of the coordination optimization of protection schemes and automatic devices for a distribution network considering DG characteristics; A method of city traffic flow prediction based on a grey neural network; Vehicle detection for a traffic enforcement camera system; Research on a visual attention model for gesture interaction; Pedestrian detection with infrared videos for night-time surveillance; A novel parallel neural network classifier for automatic vehicle license plate recognition; A distance measurement between vehicles based on image recognition; Design and implementation of a visual modeling platform for a testing system based on GMF; Automated test case generation using an artificial fish swarm algorithm; An adaptive incremental learning model for automatic behavior analysis and recognition; Determining the number of strain data points and location to predict real time behaviour of an LNG storage tank; Locally discriminant projection for plant leaf disease recognition; Design of a wideband quasi-triangle comb-shaped element bowtie antenna for breast cancer detection; A gesture speed estimation model based on video input; Development of a CNT sensor signal processing board for the detection of hazardous substances; A versatile measuring system for electroacoustic transducer characteristic parameters; Comparative experimental study of prediction methods for outburst hazards in rock crosscut coal uncovering; Quick access recorder data outlier detection and subsequence matching based on segmentation distance Section 2: Mechatronics and manufacture engineering A prediction model of hot rolling process parameters based on multiple regressions; Research on a dynamic integration method of isomerous multi-source data for the hot rolling process; The integration running framework and a prototype system based on the function-flow of the product design process; Reliability design optimization for a pressure shell based on a response surface model; Preliminary study of a self-propelled greenhouse rolling machine; A real-time alarm and intelligent fault analysis monitoring system for hydrogen production equipment; An intelligent cooperative ANN controller of the efficiency optimization of production wells; A hybrid neural network for prediction of flow shop scheduling performance; Research on the model and algorithm design of a reverse logistics operation for packaging waste; Three-dimensional microstructure formation using the bi-mask technique; Three-dimensional shape measurement based on full modeling of the optical geometry; Low-cost infrastructure for precise time transmission; Adopting technological innovation to improve project success; An SUV composite front bracket injection molding process and its vibration test research; Design of aggregate mix proportion in an asphalt mix based on JavaEE; Application of a uniform design simulated annealing genetic algorithm in separation condition optimization of 15 drugs; Research of the mine gas drainage optimization evaluation system; Optimal demand response-based virtual power plant dispatch Section 3: Modeling, simulation and information technology PCIB algorithm: a new algorithm for item-based collaborative filtering recommendations; A fast super-resolution image reconstruction algorithm based on NL&DCT feature fusion; Multisplitting iterative methods with general weighting matrices for solving a symmetric positive linear complementarity problem; An improvement of the one-against-rest multiclassification structure; An obstacle-detecting algorithm based on image and 3D point cloud segmentation; RPL: a ruleset pattern language; A novel fabric defect detection algorithm using sparse representation-based visual saliency; Fast intra coding based on mode decision in high efficiency video coding; Research on the strategy of encryption for cloud storage with anonymity attribute; A congestion-aware routing algorithm for simplified mesh-of-tree architecture in network-on-chip designs; Application and research of a BP neural network based on clustering; Research and application on algorithms of data mining for EMU malfunction's data under a cloud computing environment; Visualizing data with linked and comparative micromap plots; Analysis of neurodynamics on phase neural coding in the presence of inhibitory neurons; Research on the improvement of the harmony search algorithm; A sandbox-based dynamic analysis system for Android malware; Ontology topic word extraction based on text corpus; Research of massive storage architecture and migration routing for media data vitalization; An effective AODV routing protocol based on relative mobility and hop count; Application of fuzzy neural networks for a performance assessment of finance transportation projects; Height estimation of a pedestrian based on an image; The classification of breast tumors based on the improved PSO-SVM; Using a support vector machine and feature model in a high-resolution remote sensing image; Performance analysis of the zeroconf protocol; Research on the services cooperation mechanism and framework of CPS; Security framework using traffic analysis and security information and event management; Investigation of the security issues and solutions of online games; Tibetan semantic information parsing for Tibetan - Chinese machine translation; Study of a model for a next generation firewall; A formal properties verification approach for failure recovery transactions; The theory and development of compressed sensing in the context of big data; The innovation and practice of engineering computing by project example; Study of practice methods of computational thinking education Section 4: Electronics and communication technology application Optimal attitude control based on pulse-width pulse-frequency; Predicting a substation's infrared temperature based on a QGA-RBFNN algorithm; Enhancing an infrared image in a substation based on a complex wavelet transformation algorithm; Polarization and spectral information fusion by an improved Welsh image color transfer method; Using a negative correlation learning method to evolve fault tolerant digital circuits; Location estimation algorithm simulation research for insert-type PMSM; BCILS: a Bluetooth-based communication and indoor localization system; The comparison between different processing methods of vibration signals; A study of the voice quality of a personal sound black box attached to a human body; Second-order sensitivity analysis of modal assurance criteria; Study of chaos synchronization in nonlinear systems; A vehicle-borne mobile acquisition system based on integrated multi-sensors; Benchmark networks for testing dynamic community detection algorithms; Image sequence interpolation based on segmentation and optical flow; Wavelet image fusion based on gradient and region energy; Vibration analysis of a new polymer quartz piezoelectric crystal sensor for detecting Chinese spirits; Research on a metadata model of construction cost in IFC4; Communication method of mobile phones with peripherals based on an audio interface; A method for sparse representation-based infrared and visible image fusion; A survey of the effect evaluation method for multisensor image fusion; A gait recognition method based on wavelet transforms and a rough set; The extraction of the Brillouin frequency shift by wavelet analysis; Effect of low-frequency vibration on a relative permeability curve and irreducible water saturation; The research on an adaptive transmission scheme based on GPRS Section 5: Applied economics and management engineering Transaction cost logic of parent company externalization in the reformation of Chinese SOE; Research on the influencing factors of the dividend policy of China's petroleum and petrochemical listed companies; Studies on fiscal and tax optimization of shale gas in China based on cost-benefit analysis; Are the traditional trade competitiveness indicators still working out in the context of the global value Chain?; An analysis on the economic feasibility of ITS projects in Korea; Research on the evaluation system of debt risk on the local government's platform of investment and financing; Risk control technology of robust mobile finance based on self-organization; An evaluation method for crop growth based on key growing environmental indicators; A study of traffic rules: right-hand or left-hand traffic rule evaluation; A review on the effect of entrepreneurship education: can good entrepreneurship be taught and how; Establishment of a public employment service system by the three northeastern provincial governments in China: an empirical analysis; Redigging gold in your own garden: the new energy strategic direction in the condition of energy crisis; Study of the increase in fashion industry value based on consumer perception: taking an online clothing store's visual style as an example; Improvement of the traffic information connection system of the Busan Regional Construction Management Office; The construction of a sentiment dictionary for public opinion mining on social media: a study on nuclear power opinion on Twitter


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Product Details
  • ISBN-13: 9781784660536
  • Publisher: WIT Press
  • Publisher Imprint: WIT Press
  • ISBN-10: 1784660531
  • Publisher Date: 30 Dec 2014
  • Binding: Digital (delivered electronically)


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