Proceedings of the eighth International Conference on Soft Computing and Pattern Recognition (SoCPaR 2016)

Front Matter ....Pages i-xx
 Toward Real-Time High-Frequency Stock Monitoring System Using Node.js  (Hao Qu, Kun Ma, Zhe Yang, Xuewei Niu, Ajith Abraham)....Pages 1-10
 Sensitivity Analysis on Effect of Biomechanical Factors for Classifying Vertebral Deformities  (Jiyo S. Athertya, Gurunathan Saravana Kumar)....Pages 11-21
 Soft Feature Based Personal Recognition  (Sujata Kulkarni, Ranjana Raut, Udhav Bhosle)....Pages 22-33
 Smart Manufacturing Through Sensor Based Efficiency Monitoring System (SBEMS)  (V. Balaji, P. Venkumar, M. S. Sabitha, S. Vijayalakshmi, R. M. Rathikaa Sre)....Pages 34-43
 CCCa Framework - Classification System in Big Data Environment with Clustering and Cache Concepts  (Sabitha Malli Subramanian, S. Vijayalakshmi, Balaji Venkataraman, P. Venkumar, R. M. Rathikaa Sre)....Pages 44-53
 A New Form of Fuzzy Reasoning Tool to Ensure Both Accuracy and Readability  (Sayan Ghosh, Ayananta Das, Dilip Kumar Pratihar)....Pages 54-65
 A Novel Edge Based Image Steganography Technique  (K. R. Seeja, Jyoti Rana, Srishti Priya, Latika Ahuja)....Pages 66-75
 RDE - Reconstructed Mutation Strategy for Differential Evolution Algorithm  (Meera Ramadas, Ajith Abraham, Sushil Kumar)....Pages 76-85
 Predicting Mobile Application Ratings Using Artificial Neural Network  (Mehul Smriti Raje)....Pages 86-93
 Dimensionality Reduction of SIFT Descriptor Using Vector Decomposition for Image Classification  (Dhirendra Kumar, Ramesh Kumar Agrawal)....Pages 94-104
 A Comparative Analysis of the Different Data Mining Tools by Using Supervised Learning Algorithms  (Akarsh Goyal, Ishan Khandelwal, Rahul Anand, Anan Srivastava, P. Swarnalatha)....Pages 105-112
 A Well Organized Phrase-Based Document Clustering Using ASCII Values and Adjacency List  (Srikanth Lukka, Rizwana Shaik)....Pages 113-120
 Reconstruction of 3-Dimensional Scenes Using Depth from Defocus and Artificial Neural Networks Trained on Fractals  (Kevin Joseph, Alex Noel Joseph Raj)....Pages 121-129
 Performance Comparison Between Apache Hive and Oracle SQL for Big Data Analytics  (Rotsnarani Sethy, Santosh Kumar Dash, Mrutyunjaya Panda)....Pages 130-141
 Design of Wide Beam Hexagonal Shaped Circularly Polarized Patch Antenna for WLAN Application  (M. Saravanan, M. J. S. Rangachar)....Pages 142-150
 Forecasting Data Center Resource Usage: An Experimental Comparison with Time-Series Methods  (Somnath Mazumdar, Anoop S. Kumar)....Pages 151-165
 Advanced Deep Neural Networks for Pattern Recognition: An Experimental Study  (Jayashree Padmanabhan, J. Melvin Jose Premkumar)....Pages 166-175
 Security Enabled Cluster Head Selection for Wireless Sensor Network Using Improved Firefly Optimization  (Achyut Shankar, N. Jaisankar)....Pages 176-192
 Geometric Programming: Chaperoning the Optimization of Symmetric FinFET Circuits  (Magnanil Goswami)....Pages 193-202
 Solving Machine Part Cell Formation Problem Using Genetic Algorithm Based Evolutionary Computing  (N. Sowmiya, B. Valarmathi, N. Srinivasa Gupta)....Pages 203-212
 Thermal IR Face Recognition Using Zernike Moments and Multi Layer Perceptron Neural Network (MLPNN) Classifier  (Vijayalakshmi G. V. Mahesh, Alex Noel Joseph Raj, P. Arulmozhivarman)....Pages 213-222
 DWT Based Source Localization Using Microphone Array  (Manoj Kumar Mukul)....Pages 223-233
 Prevention of Illegal Content Sharing in Peer to Peer Systems  (Suma Latha Gopathoti, Vasanthi Mantri)....Pages 234-241
 Towards Designing a Framework for Practical Keystroke Dynamics Based Authentication  (Shivani Payal, Bhushan Garware, Shubhangi Kelkar)....Pages 242-251
 Exudates in Detection and Classification of Diabetic Retinopathy  (R. Vanithamani, R. Renee Christina)....Pages 252-261
 Anomaly-Based Network Intrusion Detection: An Outlier Detection Techniques  (Neeraj Kumar, Upendra Kumar)....Pages 262-269
 Assessment of Speech Denoising using a Perceptual Measure-PESQ  (R. Dhivya, Judith Justin)....Pages 270-278
 Software Defect Prediction Using Augmented Bayesian Networks  (K. Muthukumaran, Suri Srinivas, Aruna Malapati, Lalita Bhanu Murthy Neti)....Pages 279-293
 Deep Learning Approach for Recognition of Handwritten Kannada Numerals  (Anirudh Ganesh, Ashwin R. Jadhav, K. A. Cibi Pragadeesh)....Pages 294-303
 Unsupervised Learning Based Static Hand Gesture Recognition from RGB-D Sensor  (Bindu Verma, Ayesha Choudhary)....Pages 304-314
 A Cloud Based Environment for Big Data Analytics in Healthcare  (Ritu Chauhan, Rajesh Jangade, Vimal K. Mudunuru)....Pages 315-321
 Performance Evaluation of Proposed Secured Minimum Delay Routing Protocol (SMDRP) in Vehicular Adhoc Network  (V. Viswacheda Duduku, Ali Chekima, Jamal Ahmed Dargham)....Pages 322-329
 Design and Evaluation of Reinforcement Learning Based AI Agent: A Case Study in Gaming  (P. Jayashree, K. Ramakrishnan)....Pages 330-339
 Natural Image Interpolation Using Extreme Learning Machine  (Aman Dubey, Akshay Lohiya, Vishwajeet Narwal, Abhinash Kumar Jha, Punjal Agarwal, Gerald Schaefer)....Pages 340-350
 PPS: Parallel Pincer Search for Mining Frequent Itemsets Based on Spark  (Krishan Kumar Sethi, Ramesh Dharavath, Samuel Nyakotey)....Pages 351-363
 Expectation Maximization Based PCA and Hessian LLE with Suitable Post Classifiers for Epilepsy Classification from EEG Signals  (Sunil Kumar Prabhakar, Harikumar Rajaguru)....Pages 364-374
 Color Image Compression Based on Feature Extraction  (D. J. Ashpin Pabi, P. Aruna, N. Puviarasan)....Pages 375-385
 Enhanced Asynchronous Differential Evolution Using Trigonometric Mutation  ( Vaishali, Tarun K. Sharma, Ajith Abraham, Jitendra Rajpurohit)....Pages 386-397
 Zernike Moments and Machine Learning Based Gender Classification Using Facial Images  (Vijayalakshmi G. V. Mahesh, Alex Noel Joseph Raj)....Pages 398-408
 Overlapping Group Sparsity Induced Condition Monitoring in Rotating Machineries  (Athira Chandran, T. Anjali, Neethu Mohan, K. P. Soman)....Pages 409-418
 A Comparative Study of Preprocessing Techniques for Marker Based Localization in UAVs  (Alex Noel Joseph Raj, Akshay Chawla, Gautam Sridhar, Dheeraj Akshay)....Pages 419-428
 Effect of Dimensionality Reduction on Sparsity Based Hyperspectral Unmixing  (M. Swarna, V. Sowmya, K. P. Soman)....Pages 429-439
 Efficient Initialization of Particle Swarm Optimization Using Low Discrepancy Sequence  (Shubham Kumar Gupta, Himanshu Gupta, Sagar Arora, Pranshu Nayak, Tanmay Shrivastava)....Pages 440-449
 Design of H-Plane Tee Junction in RSIW for Ku-Band Applications  (Anamika Banwari, Ridhi Garg, Sanjeev Saxena)....Pages 450-459
 Survey of Image Processing Techniques in Medical Image Analysis: Challenges and Methodologies  (P. Chinmayi, L. Agilandeeswari, M. Prabukumar)....Pages 460-471
 Detection and Mitigation of DoS Attacks in VANET Using Secured Minimum Delay Routing Protocol  (V. Viswacheda Duduku, Ali Chekima, Jamal Ahmad Dargham)....Pages 472-479
 Enhance Hybrid Cloud Security Using Vulnerability Management  (K. Dhinakaran, Ravichandran Kirtana, Kumaresan Gayathri, Rajasundaram Devisri)....Pages 480-489
 A Novel Intelligent Ensemble Classifier for Network Intrusion Detection System  (M. A. Jabbar, K. Srinivas, S. Sai Satyanarayana Reddy)....Pages 490-497
 Restoration of Degraded Historical Kannada Handwritten Document Images Using Image Enhancement Techniques  (Parashuram Bannigidad, Chandrashekar Gudada)....Pages 498-508
 Thyroid Nodule Classification in Medical Ultrasound Images  (R. Vanithamani, R. Dhivya)....Pages 509-514
 An Adaptive Foreground-Background Separation Method for Effective Binarization of Document Images  (Bishwadeep Das, Showmik Bhowmik, Aniruddha Saha, Ram Sarkar)....Pages 515-524
 Robust Detection of Hard Exudates for Diagnosis of Non-proliferative Diabetic Retinopathy Using Integrated Approach  (Deepashree Devaraj, S. C. Prasanna Kumar)....Pages 525-534
 Applicability of Soft Computing and Optimization Algorithms in Software Testing and Metrics – A Brief Review  (Deepak Sharma, Pravin Chandra)....Pages 535-546
 Design of E-Plane Tee Junction in RSIW for C-Band Applications  (Anamika Banwari, Richa Shreyam, Shailza Gotra, Sanjeev Saxena)....Pages 547-556
 On the Effectiveness of Cost Sensitive Neural Networks for Software Defect Prediction  (K. Muthukumaran, Amrita Dasgupta, Shirode Abhidnya, Lalita Bhanu Murthy Neti)....Pages 557-570
 A Review on Hierarchical Clustering-Based Covariance Model to ncRNA Identification  (Lustiana Pratiwi, Yun-Huoy Choo, Azah Kamilah Muda)....Pages 571-581
 Isotonic Muscle Fatigue Prediction for Sport Training Using Artificial Neural Network Modelling  (Nur Shidah Ahmad Sharawardi, Yun-Huoy Choo, Shin-Horng Chong, Nur Ikhwan Mohamad)....Pages 582-591
 A Fuzzy Filter Based Hybrid ARIMA-ANN Model for Time Series Forecasting  (Sibarama Panigrahi, H. S. Behera, Ajith Abraham)....Pages 592-601
 Impact of Machine Learning and Internet of Things in Agriculture: State of the Art  (S. R. Juhi Reshma, Anitha S. Pillai)....Pages 602-613
 Towards an Ultra-lightweight Cryptosystem for IoT  (Tasnime Omrani, Layth Sliman, Rabei Becheikh, Safya Belghith, Belgacem Ben Hedia)....Pages 614-621
 Semantic-Based Model Analysis Towards Enhancing Information Values of Process Mining: Case Study of Learning Process Domain  (Kingsley Okoye, Abdel-Rahman H. Tawil, Usman Naeem, Syed Islam, Elyes Lamine)....Pages 622-633
 Decision Quality Enhancement in Minimum-Based Possibilistic Classification for Numerical Data  (Karim Baati, Tarek M. Hamdani, Adel M. Alimi, Ajith Abraham)....Pages 634-643
 Research Directions Under the Parasol of Ontology Based Semantic Web Structure  (Sarika Jain, Chhavi Gupta, Amit Bhardwaj)....Pages 644-655
 Fuzzy Overlapping Community Detection in Multi-relational Networks  (Ankita Verma, K. K. Bharadwaj)....Pages 656-666
 Personality Detection by Analysis of Twitter Profiles  (Mehul Smriti Raje, Aakarsh Singh)....Pages 667-675
 An Efficient System to Find Freelancing and Remote Work in IT Field  (Sharmila Shinde, Prasanna Joeg)....Pages 676-685
 A Novel Scheme for Abatement of Privacy Concern by Controlling the Reachability in Online Social Network  (Moumita Samanta, Pinakpani Pal, Abhik Mukherjee)....Pages 686-697
 Online Clustering Based Concept Lattice Reduction  (Kumar Ravi, Vadlamani Ravi)....Pages 698-708
 Building Influence for Online Social Networks  (Wei Du, Hu Lin, Jianwei Sun, Haibo Yang, Bo Yu)....Pages 709-718
 Classification and Applications of Social Recommender Systems  (V. R. Revathy, Anitha S. Pillai)....Pages 719-729
Back Matter ....Pages 731-733