International Proceedings on Advances in Soft Computing, Intelligent Systems and Applications : ASISA 2016

Description

The book focuses on the state-of-the-art technologies pertaining to advances in soft computing, intelligent system and applications. The Proceedings of ASISA 2016 presents novel and original work in soft computing, intelligent system and applications by the experts and budding researchers. These are the cutting edge technologies that have immense application in various fields. The papers discuss many real world complex problems that cannot be easily handled with traditional mathematical methods. The exact solution of the problems at hand can be achieved with soft computing techniques. Soft computing represents a collection of computational techniques inheriting inspiration from evolutionary algorithms, nature inspired algorithms, bio-inspired algorithms, neural networks and fuzzy logic. Front Matter ....Pages i-xvii Dynamic Stability Margin Evaluation of Multi-machine Power Systems Using Genetic Algorithm (I. E. S. Naidu, K. R. Sudha, A. Chandra Sekhar)....Pages 1-16 Short-Term Estimation of Transmission Reliability Margin Using Artificial Neural Networks (V. Khatavkar, D. Swathi, H. Mayadeo, A. Dharme)....Pages 17-27 How Expert is EXPERT for Fuzzy Logic-Based System! (Kalyani Bhole, Sudhir Agashe, Jagannath Wadgaonkar)....Pages 29-36 Modeling the Resistance Spot Welding of Galvanized Steel Sheets Using Neuro-Fuzzy Method (L. Boriwal, R. M. Sarviya, M. M. Mahapatra)....Pages 37-50 Algorithms for Iterative Applications in MapReduce Framework (A. Diwakar Reddy, J. Geetha Reddy)....Pages 51-61 Discovering Frequent Itemsets Over Event Logs Using ECLAT Algorithm (A. S. Sundeep, G. S. Veena)....Pages 63-69 CRSA-Enriched Mining Model for Efficient Service Innovation Discovery and Redesign in BI Applications (K. M. Rajasekharaiah, Chhaya S. Dule, P. K. Srimanmi)....Pages 71-82 Market Production Assessment Using Optimized MapReduce Programming (Mohit Dayal, Nanhay Singh)....Pages 83-91 Ultra-Wideband Slotted Microstrip Patch Antenna for Cognitive Radio (M. Abirami, K. R. Kashwan)....Pages 93-102 A Robust Framework for the Recognition of Human Action and Activity Using Spatial Distribution Gradients and Gabor Wavelet (Dinesh Kumar Vishwakarma, Jaya Gautam, Kuldeep Singh)....Pages 103-113 Design of a Cloud-Based Framework (SaaS) for Providing Updates on Agricultural Products (Kuldeep Sambrekar, Vijay S. Rajpurohit, S. Bhagyashri Deyannavar)....Pages 115-122 A Novel Approach for Pomegranate Image Preprocessing Using Wavelet Denoising (R. Arun Kumar, Vijay S. Rajpurohit)....Pages 123-134 Analysis and Exploitation of Twitter Data Using Machine Learning Techniques (Ganeshayya Shidaganti, Rameshwari Gopal Hulkund, S. Prakash)....Pages 135-146 Real-Time Prototype of Driver Assistance System for Indian Road Signs (Karattupalayam Chidambaram Saranya, Vutsal Singhal)....Pages 147-155 Application of Multivariate Statistical Techniques to Predict Process Quality (H. N. Navya, B. P. Vijaya Kumar)....Pages 157-166 An Image Enhancement Technique for Poor Illumination Face Images (A. Thamizharasi, J. S. Jayasudha)....Pages 167-179 FPGA Implementation of Anti-theft Intelligent Traffic Management System (R. Suganya, K. R. Kashwan)....Pages 181-188 Gradation of Diabetic Retinopathy Using KNN Classifier by Morphological Segmentation of Retinal Vessels (Shreyasi Bandyopadhyay, Sabarna Choudhury, S. K. Latib, Dipak Kumar Kole, Chandan Giri)....Pages 189-198 Design of F-Shape Fractal Microstrip Patch Antenna for C- and X-Band Applications (Dilveen Kaur, Jagtar Singh Sivia)....Pages 199-207 Face Image Detection Methods: A Survey (Varsha Kirdak, Sudhir Vegad)....Pages 209-216 Recommendation Engine to Improvise Curriculum of OBE by Using Comparative Analysis of Institutional Curriculum with Industrial Requirements (S. Likitha Korad, A. Parkavi)....Pages 217-226 A Survey of Optimization of Rate-Distortion Techniques for H.264 Scalable Video Coding (G. S. Sandeep, B. S. Sunil Kumar, G. S. Mamatha, D. J. Deepak)....Pages 227-235 A New Fibonacci Backoff Method for Congestion Control in Wireless Sensor Network (Elamathy Selvaraju, Ravi Sundaram)....Pages 237-247 Wireless Biometric Attendance Management System Using Raspberry Pi in IaaS Environment (Chirag Sharma, Karan Shah, Shriya Patel, Swapnil Gharat)....Pages 249-257 Ionospheric Time Delay Estimation Algorithm for GPS Applications (Bharati Bidikar, G. Sasibhushana Rao, Ganesh Laveti)....Pages 259-267 A Modified Variance Kalman Filter for GPS Applications (Ganesh Laveti, G. Sasibhushana Rao)....Pages 269-276 Genetic Algorithm Designed for Solving Linear or Nonlinear Mixed-Integer Constrained Optimization Problems (Hemant Jalota, Manoj Thakur)....Pages 277-290 Smart Healthcare Management Framework (D. Vidyadhara Reddy, Divakar Harekal)....Pages 291-298 Hybrid Nature-Inspired Algorithms: Methodologies, Architecture, and Reviews (Abhishek Dixit, Sushil Kumar, Millie Pant, Rohit Bansal)....Pages 299-306 Hybrid Computational Intelligent Attribute Reduction System, Based on Fuzzy Entropy and Ant Colony Optimization (P. Ravi Kiran Varma, V. Valli Kumari, S. Srinivas Kumar)....Pages 307-318 Design and Development of ASL Recognition by Kinect Using Bag of Features (B. P. Pradeep Kumar, M. B. Manjunatha)....Pages 319-330 Biometric Authentication of a Person Using Mouse Gesture Dynamics: An Innovative Approach (Parashuram Baraki, V. Ramaswamy)....Pages 331-344 Review of Neural Network Techniques in the Verge of Image Processing (Manaswini Jena, Sashikala Mishra)....Pages 345-361 Ensemble Methods for Improving Classifier Performance (Monalisa Panda, Debahuti Mishra, Sashikala Mishra)....Pages 363-374 Analysis on Big Data Techniques ( Harleen, Naveen Garg)....Pages 375-391 An Effective Speech Emotion Recognition Using Artificial Neural Networks (V. Anoop, P. V. Rao, S. Aruna)....Pages 393-401 A New Pre-distorter for Linearizing Power Amplifiers Using Adaptive Genetic Algorithm (P. R. Bipin, P. V. Rao, S. Aruna)....Pages 403-413 Design and Implementation of ECC-Based RFID Tag for Wireless Communications on FPGAs ( Neelappa, N. G. Kurahatti)....Pages 415-430 Handling Imbalanced Data: A Survey (Neelam Rout, Debahuti Mishra, Manas Kumar Mallick)....Pages 431-443 Back Matter ....Pages 445-446