Soft Computing: Theories and Applications: Proceedings of SoCTA 2016, Volume 1

Description

This book focuses on soft computing and its applications to solve real-life problems occurring in different domains ranging from medical and health care, supply chain management and image processing to cryptanalysis. It presents the proceedings of International Conference on Soft Computing: Theories and Applications (SoCTA 2016), offering significant insights into soft computing for teachers and researchers and inspiring more and more researchers to work in the field of soft computing. The term soft computing represents an umbrella term for computational techniques like fuzzy logic, neural networks, and nature inspired algorithms. In the past few decades, there has been an exponential rise in the application of soft computing techniques for solving complex and intricate problems arising in different spheres of life. The versatility of these techniques has made them a favorite among scientists and researchers working in diverse areas. SoCTA is the first international conference being organized at Amity University Rajasthan (AUR), Jaipur. The objective of SoCTA 2016 is to provide a common platform to researchers, academicians, scientists, and industrialists working in the area of soft computing to share and exchange their views and ideas on the theory and application of soft computing techniques in multi-disciplinary areas. The aim of the conference is to bring together young and experienced researchers, academicians, scientists, and industrialists for the exchange of knowledge. SoCTA especially encourages the young researchers at the beginning of their career to participate in this conference and present their work on this platform. Front Matter ....Pages i-xxii Modified Critical Path and Top-Level Attributes (MCPTL)-Based Task Scheduling Algorithm in Parallel Computing (Ranjit Rajak, Diwakar Shukla, Abdul Alim)....Pages 1-13 Critical Path Problem for Scheduling Using Genetic Algorithm (Harsh Bhasin, Nandeesh Gupta)....Pages 15-24 A Robust Digital Image Watermarking Algorithm Using DWT and SVD (Bandana Yadav, Ashish Kumar, Yogendera Kumar)....Pages 25-36 A Novel and Secure Multiparty Key Exchange Scheme Using Trilinear Pairing Map Based on Elliptic Curve Cryptography (Manoj Kumar, Pratik Gupta)....Pages 37-50 A Comparative Analysis of Various Vulnerabilities Occur in Google Chrome (Saloni Manhas, Swapnesh Taterh)....Pages 51-59 Secure Framework for Data Security in Cloud Computing (Nishit Mishra, Tarun Kumar Sharma, Varun Sharma, Vrince Vimal)....Pages 61-71 An Improved Spider Monkey Optimization Algorithm (Viren Swami, Sandeep Kumar, Sanjay Jain)....Pages 73-81 Neural Network-Based Prediction of Productivity Parameters (Jayant P. Giri, Pallavi J. Giri, Rajkumar Chadge)....Pages 83-95 Rigorous Data Analysis and Performance Evaluation of Indian Classical Raga Using RapidMiner (Akhilesh K. Sharma, Prakash Ramani)....Pages 97-106 EPQ Model with Product Stewardship Approach (Pratiksha Saxena, Chaman Singh, Kamna Sharma)....Pages 107-113 New Arithmetic Operations in Inverse of Triskaidecagonal Fuzzy Number Using Alpha Cut (A. Rajkumar, D. Helen)....Pages 115-123 New Arithmetic Operations of Triskaidecagonal Fuzzy Number Using Alpha Cut (A. Rajkumar, D. Helen)....Pages 125-135 Loss and Cost Minimization with Enhancement of Voltage Profile of Distribution Systems Using a Modified Differential Evolution Technique (S. Mandal, K. K. Mandal, B. Tudu)....Pages 137-146 Performance Analysis of Two Multi-antennas Relays Cooperation with Hybrid Relaying Scheme in the Absence of Direct Link for Cooperative Wireless Networks (Sunil Pattepu)....Pages 147-160 The Use of Soft Computing Technique of Decision Tree in Selection of Appropriate Statistical Test For Hypothesis Testing (Munish Sabharwal)....Pages 161-169 Integration of GIS, Spatial Data Mining, and Fuzzy Logic for Agricultural Intelligence (Mainaz Faridi, Seema Verma, Saurabh Mukherjee)....Pages 171-183 Hybrid Micro-Generation Scheme Suitable for Wide Speed Range and Grid Isolated Remote Applications (Radhey Shyam Meena, Mukesh Kumar Lodha, A. S. Parira, Nitin Gupta)....Pages 185-193 A Model Framework for Enhancing Document Clustering Through Side Information (Kajal R. Motwani, B. D. Jitkar)....Pages 195-207 Patient-Specific Modeling for Pattern Identification in Clinical Events Using Data Mining Models and Evolutionary Computing (Sourabh Yadav, Anil Saroliya)....Pages 209-216 Centric-Oriented Novel Image Watermarking Technique Based on DWT and SVD (Somanshi Ojha, Abhay Sharma, Rekha Chaturvedi)....Pages 217-225 Is Open-Source Software Valuable for Software Defect Prediction of Proprietary Software and Vice Versa? (Misha Kakkar, Sarika Jain, Abhay Bansal, P. S. Grover)....Pages 227-236 ANN-Based Modeling for Flood Routing Through Gated Spillways (Pallavi J. Giri, A. R. Gajbhiye)....Pages 237-250 Teaching–Learning-Based Optimization on Hadoop (S. M. Jagdeo, A. J. Umbarkar, P. D. Sheth)....Pages 251-263 Design and Analysis of Broadband Microstrip Antenna Using LTCC for Wireless Applications (Parul Pathak (Rawat), P. K. Singhal)....Pages 265-271 An OTSU-Discrete Wavelet Transform Based Secure Watermark Scheme (Devendra Somwanshi, Mahima Asthana, Archika Agarwal)....Pages 273-283 Analysis and Parameter Estimation of Microstrip Circular Patch Antennas Using Artificial Neural Networks (Monika Srivastava, Savita Saini, Anita Thakur)....Pages 285-292 Identification of Top-Ranked Features Using Consensus Affinity of State-of-the-Art Methods (Barnali Sahu, Satchidananda Dehuri, Alok Kumar Jagadev)....Pages 293-305 Soil Temperature Influencing Evaporation Estimation Using Data-Driven Tools (Narhari D. Chaudhari, Neha N. Chaudhari, Ankush R. Pendhari, Milind M. Thombre)....Pages 307-316 Vibrational Frequencies of Parallelogram Plate with Circular Variations in Thickness (Amit Sharma)....Pages 317-326 Impact of Dense Network in MANET Routing Protocols AODV and DSDV Comparative Analysis Through NS3 (Girish Paliwal, Swapnesh Taterh)....Pages 327-335 Design and Development of Intelligent AGV Using Computer Vision and Artificial Intelligence (Saurin Sheth, Anand Ajmera, Arpit Sharma, Shivang Patel, Chintan Kathrecha)....Pages 337-349 Study and Comparative Analysis of Various Image Spamming Techniques (Jasvinder Kumar, Swapnesh Taterh, Deepali Kamnthania)....Pages 351-365 DTN-Enabled Routing Protocols and Their Potential Influence on Vehicular Ad Hoc Networks (Vijander Singh, G. L. Saini)....Pages 367-375 Evaluation of a Thermal Image for Pedestrian Modeling Using the Least-Action Principle (S. Mejia, J. E. Lugo, R. Doti, J. Faubert)....Pages 377-387 On Comparing Performance of Conventional Fuzzy System with Recurrent Fuzzy System (Anuli Dass, Smriti Srivastava)....Pages 389-403 Analytical Study of Intruder Detection System in Big Data Environment (Ahmed Faud Aldubai, Vikas T. Humbe, Santosh S. Chowhan)....Pages 405-416 Effect of Intrinsic Parameters on Dynamics of STN Model in Parkinson Disease: A Sensitivity-Based Study (Jyotsna Singh, Phool Singh, Vikas Malik)....Pages 417-427 Emotion Recognition via EEG Using Neural Network Classifier (Rashima Mahajan)....Pages 429-438 Trust-Enhanced Multi-criteria Recommender System (Arpit Goswami, Pragya Dwivedi, Vibhor Kant)....Pages 439-448 Application of PSO Clustering for Selection of Chemical Interface Materials for Sensor Array Electronic Nose (T. Sonamani Singh, R. D. S. Yadava)....Pages 449-456 Reliability Assessment of Object-Oriented Software System Using Multi-Criteria Analysis Approach (Chahat Sharma, Sanjay Kumar Dubey)....Pages 457-468 An Extensive Survey on Energy Optimization Techniques Based on Simultaneous Wireless Data and Energy Transfer to Wireless Sensor Network (Ankit Gambhir, Rajeev Arya)....Pages 469-475 Panorama Generation Using Feature-Based Mosaicing and Modified Graph-Cut Blending (Achala Pandey, Umesh C. Pati)....Pages 477-488 Design of Semantic Data Model for Agriculture Domain: An Indian Prospective (Poonam Jatwani, Pradeep Tomar)....Pages 489-495 Taguchi-Fuzzy Inference System (TFIS) to Optimize Process Parameters for Turning AISI 4340 Steel (Prashant D. Kamble, Atul C. Waghmare, Ramesh D. Askhedkar, Shilpa B. Sahare)....Pages 497-511 Application of Fuzzy Multi-criteria Approach to Assess the Water Quality of River Ganges (R. Srinivas, Ajit Pratap Singh)....Pages 513-522 Hodgkin–Huxley Model Revisited to Incorporate the Physical Parameters Affected by Anesthesia (Suman Bhatia, Phool Singh, Prabha Sharma)....Pages 523-532 Symmetric Wavelet Analysis Toward MRI Image Compression (E. Soni, R. Mahajan)....Pages 533-547 RBFNN Equalizer Using Shuffled Frog-Leaping Algorithm (Padma Charan Sahu, Sunita Panda, Siba Prasada Panigrahi, K. Rarvathi)....Pages 549-558 Efficient Multiprocessor Scheduling Using Water Cycle Algorithm (Sasmita Kumari Nayak, Sasmita Kumari Padhy, Chandra Sekhar Panda)....Pages 559-568 Equalizer Modeling Using FFA Trained Neural Networks (Pradyumna Mohapatra, Sunita Panda, Siba Prasada Panigrahi)....Pages 569-577 Quantum Particle Swarm Optimization Tuned Artificial Neural Network Equalizer (Gyanesh Das, Sunita Panda, Sasmita Kumari Padhy)....Pages 579-585 Complexity Analysis of Multiuser Detection Schemes Based on Sphere Decoder for MIMO Wireless Communication System (Sakar Gupta, Sunita Gupta)....Pages 587-598 Question Classification Using a Knowledge-Based Semantic Kernel (Mudasir Mohd, Rana Hashmy)....Pages 599-606 Integrating Six-Sigma and Theory of Constraint for Manufacturing Process: A Case Study (Chiranjib Bhowmik, Sachin Gangwar, Amitava Ray)....Pages 607-617 SumItUp: A Hybrid Single-Document Text Summarizer (Iram Khurshid Bhat, Mudasir Mohd, Rana Hashmy)....Pages 619-634 A Novel Locally and Globally Tuned Biogeography-based Optimization Algorithm (Parimal Kumar Giri, Sagar S. De, Satchidananda Dehuri)....Pages 635-646 Improved Meta-Heuristic Technique for Test Case Prioritization (Deepak Panwar, Pradeep Tomar, Harshvardhan Harsh, Mohammad Husnain Siddique)....Pages 647-664 Modified Gbest Artificial Bee Colony Algorithm (Pawan Bhambu, Sangeeta Sharma, Sandeep Kumar)....Pages 665-677 Mathematical Study of Queue System with Impatient Customers Under Fuzzy Environment (Reeta Bhardwaj, T. P. Singh, Vijay Kumar)....Pages 679-688 Multi-item Fixed Charged Solid Shipment Problem with Type-2 Fuzzy Variables (Dhiman Dutta, Mausumi Sen)....Pages 689-702 Capturing Performance Requirements of Real-Time Systems Using UML/MARTE Profile (Disha Khakhar, Ashalatha Nayak)....Pages 703-714 On the Security of Certificateless Aggregate Signature Scheme in Vehicular Ad Hoc Networks (Pankaj Kumar, Vishnu Sharma)....Pages 715-722 Fuzzy Transportation Problem with Generalized Triangular-Trapezoidal Fuzzy Number (Rajesh Kumar Saini, Atul Sangal, Om Prakash)....Pages 723-734 Review Study of Navigation Systems for Indian Regional Navigation Satellite System (IRNSS) (Kanta Prasad Sharma, Ramesh C. Poonia)....Pages 735-742 Adaptation of Binary Pigeon-Inspired Algorithm for Solving Multidimensional Knapsack Problem (Asaju La’aro Bolaji, Balogun Sulaiman Babatunde, Peter Bamidele Shola)....Pages 743-751 Performance Evaluation and Statistical Analysis of AUR-Chord Algorithm with Default Working of Structured P2P Overlay Network (Anil Saroliya, Upendra Mishra, Ajay Rana)....Pages 753-760 Multiscale LMMSE-Based Statistical Estimation for Image Denoising (Rajesh Kumar Gupta, Milind Anand, Anita Bai)....Pages 761-770 Coarse-to-Fine Registration of Remote Sensing Optical Images Using SIFT and SPSA Optimization (Sourabh Paul, Umesh C. Pati)....Pages 771-781 Review on Human Activity Recognition Using Soft Computing (Rashim Bhardwaj, Kirti Dang, Subhash Chand Gupta, Sushil Kumar)....Pages 783-790 Solving Sudoku Puzzles Using Evolutionary Techniques—A Systematic Survey (Deepti Bala Mishra, Rajashree Mishra, Kedar Nath Das, Arup Abhinna Acharya)....Pages 791-802 Energy-Efficient Straight Robotic Assembly Line Using Metaheuristic Algorithms (Janardhanan Mukund Nilakantan, S. G. Ponnambalam, Peter Nielsen)....Pages 803-814 Soft Computing of Credit Risk of Bond Portfolios (Ravindran Ramasamy, Bavani Chandra Kumar, Siti Balqis Mohd Saldi)....Pages 815-828 A Decision Model to Predict Clinical Stage of Bladder Cancer (Archana Purwar, Sandeep Kumar Singh, Pawan Kesarwani)....Pages 829-838 Dynamic 9 × 9 Substitution-Boxes Using Chaos-Based Heuristic Search (Musheer Ahmad, Farooq Seeru, Ahmed Masihuddin Siddiqi, Sarfaraz Masood)....Pages 839-851 Opposition-Based Learning Embedded Shuffled Frog-Leaping Algorithm (Tarun Kumar Sharma, Millie Pant)....Pages 853-861 Back Matter ....Pages 863-865