Proceedings of the International Conference on Frontiers of Intelligent Computing: Theory and Applications (Ficta) 2013

ISBN-13: 9783319029306 / Angielski / Miękka / 2013 / 564 str.

Suresh Chandra Satapathy; Siba K. Udgata; Bhabendra Narayan Biswal

Opis

This volume contains the papers presented at the Second International Conference on Frontiers in Intelligent Computing: Theory and Applications (FICTA-2013) held during 14-16 November 2013 organized by Bhubaneswar Engineering College (BEC), Bhubaneswar, Odisha, India. It contains 63 papers focusing on application of intelligent techniques which includes evolutionary computation techniques like genetic algorithm, particle swarm optimization techniques, teaching-learning based optimization etc for various engineering applications such as data mining, Fuzzy systems, Machine Intelligence and ANN, Web technologies and Multimedia applications and Intelligent computing and Networking etc.

Spis treści

Session: Fuzzy Systems Application Of Fuzzy Means Clustering For Polymer Data Mining For Making Saw Electronic Nose.- Quantitative Identification Of Volatile Organics By Saw Sensor Transients‒ Comparative Performance Analysis Of Fuzzy Inference And Partial-Least-Square-Regression Methods.- Effective Routing Protocol In Cognitive Radio Ad Hoc Network Using Fuzzy-Based Reliable Communication Neighbor Node Selection.- A Self-Tuning Fuzzy Pi Controller For Pure Integrating Processes.- Implementing Fuzziness In The Pattern Recognition Process For Improving The Classification Of The Patterns Being Recognised.- Fuzzy Self-Tuning Of Conventional Pid Controller For High-Order Processes.- Design Of Fuzzy Logic Power System Stabilizer In Multi-Machine Power System.- A Fuzzy C Mean Clustering Algorithm For Automated Segmentation Of Brain Mri Fuzzy Type – Ahead Keyword Search In Rdf Data.- Human Emotion Classification Using Fuzzy And Pca Approach.- SESSION : MACHINE LEARNING AND ANN Application Of Artificial Neural Networks And Rough Set Theory For The Analysis Of Various Medical Problems And Nephritis Disease Diagnosis.- Optimisation Using Levenberg-Marquardt Algorithm Of Neural Networks For Iris Neural Networks – A Case Study In Gene Identification.- Breast Cancer Diagnosis: An Intelligent Detection System Using Wavelet Neural Network.- Efficient Umts Location Update And Management Based On Wavelet Neural Networks.- Discrimination Between Alzheimer’s Disease, Mild Cognitive Impairment And Normal Aging Using Ann Based Mr Brain Image Segmentation.- Modified Mean Square Error Algorithm With Reduced Cost Of Training And Simulation Time For Character Recognition In Back Propagation Neural Network.- A Novel Approach for Odia Part of Speech Tagging using Artificial Neural Network.- Fractional Fourier Transform Based Features For Musical Instrument Recognition Using Machine Learning Techniques Longitudinal Evaluation Of Structural Changes In Frontotemporal Dementia Using Artificial Neural Networks Content Based Image Retrieval Using Machine Learning Approach.- Hand Gesture Detection And Recognition Using Affine-Shift, Bag-Of-Features And Extreme Learning Machine Techniques.- Comparative Study Of Machine Learning Algorithm For Intrusion Detection System.- SESSION : Evolutionary Computation Techniques And Its Applications.- Grammatical Swarm Based-Adaptable Velocity Update Equations In Particle Swarm Optimizer Performance Of Teaching Learning Based Optimization Algorithm With Various Teaching Factor Values For Solving Optimization Problems.- Efficient Clustering Of Dataset Based On Differential Evolution.- Numerical Optimization Of Novel Functions Using Vtlbo Algorithm Sensitivity Analysis Of Load-Frequency Control Of Power System Using Gravitational Search Algorithm.- Privacy Preserving Distributed Data Mining With Evolutionary Computing Boundary Searching Genetic Algorithm: A Multi-Objective Approach For Constrained Problem.- Security Analysis Of Digital Stegno Images Using Genetic Algorithm.- SESSION : Applications Of Intelligent Techniques To Computer Networks, Security And Distributed Systems.- Probability And Priority Based Routing Approach For Opportunistic Networks.- D &Pmv: New Approach For Detection And Prevention Of Misbehave/Malicious Vehicles From Vanet On The Use Of Mfcc Feature Vector Clustering For Efficient Text Dependent Speaker Recognition.- A Survey On Power Aware Routing Protocols For Mobile Ad-Hoc Network.- A New Trust Based Secure Routing Scheme In Manet.- Iwdra: An Intelligent Water Drop Based Qos-Aware Routing Algorithm For Manets.- Design & Performance Analysis Of D-Statcom For Non-Linear Load composite Compensation.- Aodv Based Black-Hole Attack Mitigation In Manet.- Path Planning Strategy For Mobile Robot Navigation Using Manfis Controller Speech Emotion Recognition Using Regularized Discriminant Analysis.- An Extensive Selection Of Features As Combinations For Automatic Text Categorization.- Performance Investigation Of Dmv (Detecting Malicious Vehicle) And D&Pmv (Detection And Prevention Of Misbehave/Malicious Vehicles): Future Road Map.- Performance Analysis Of Ofdm Based Dab Systems Using Bch-Fec Coding Technique.- A Study Of Incomplete Data – A Review Application Of Sensor In Shoe Robot Assisted Emergency Intrusion Detection And Avoidance With A Wireless Sensor Network.- Interaction Between Internet Based Tcp Variants And Routing Protocols In Manet.- Symbolic Data Analysis For The Development Of Object Oriented Data Model For Sensor Data Repository.- Fault Detection In Sensor Network Using Dbscan And Statistical Models

Fast Ssim Index For Color Images Employing Reduced-Reference Evaluation.- A Novel Weighted Diffusion Filtering Approach For Speckle Suppression In Ultrasound Images Detection Of Progression Of Lesions In Mri Using Change Detection.- Optimal Covering Problem For A Manet Through Geometric Theory.- Data Mining Hierarchical Divisive Clustering With Multi View-Point Based Similarity Measure Discovery Of Knowledge From Query Groups.- D-Pattern Evolving And Inner Pattern Evolving For High Performance Text Mining.- A Fast Auto Exposure Algorithm For Industrial Applications Based On False-Position Method.- SESSION : Web Technologies And Multi Media Applications.- A Bio-Chaotic Block Cryptosystem For Privacy Protection Of Multimedia Data Some Popular Usability Evaluation Techniques For Websites.- A Secure Lightweight And Scalable Mobile Payment Framework.- Service Oriented Architecture Based Sdi Model For Education Sector In India.