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

1. Toward Real-Time High-Frequency Stock Monitoring System Using Node.js
Hao Qu, Kun Ma, Zhe Yang, Xuewei Niu, Ajith Abraham

2. Sensitivity Analysis on Effect of Biomechanical Factors for Classifying Vertebral Deformities
Jiyo S. Athertya, Gurunathan Saravana Kumar

3. Soft Feature Based Personal Recognition
Sujata Kulkarni, Ranjana Raut, Udhav Bhosle

4. Smart Manufacturing Through Sensor Based Efficiency Monitoring System (SBEMS)

V. Balaji, P. Venkumar, M. S. Sabitha, S. Vijayalakshmi, R. M. Rathikaa Sre

5. 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

6. A New Form of Fuzzy Reasoning Tool to Ensure Both Accuracy and Readability
Sayan Ghosh, Ayananta Das, Dilip Kumar Pratihar

7. A Novel Edge Based Image Steganography Technique
K. R. Seeja, Jyoti Rana, Srishti Priya, Latika Ahuja

8. RDE - Reconstructed Mutation Strategy for Differential Evolution Algorithm
Meera Ramadas, Ajith Abraham, Sushil Kumar

9. Predicting Mobile Application Ratings Using Artificial Neural Network
Mehul Smriti Raje

10. Dimensionality Reduction of SIFT Descriptor Using Vector Decomposition for Image Classification
Dhirendra Kumar, Ramesh Kumar Agrawal

11. A Comparative Analysis of the Different Data Mining Tools by Using Supervised Learning Algorithms
Akarsh Goyal, Ishan Khandelwal, Rahul Anand, Anan Srivastava, P. Swarnalatha

12. A Well Organized Phrase-Based Document Clustering Using ASCII Values and Adjacency List
Srikanth Lukka, Rizwana Shaik

13. Reconstruction of 3-Dimensional Scenes Using Depth from Defocus and Artificial Neural Networks Trained on Fractals
Kevin Joseph, Alex Noel Joseph Raj

14. Performance Comparison Between Apache Hive and Oracle SQL for Big Data Analytics
Rotsnarani Sethy, Santosh Kumar Dash, Mrutyunjaya Panda

15. Design of Wide Beam Hexagonal Shaped Circularly Polarized Patch Antenna for WLAN Application
M. Saravanan, M. J. S. Rangachar

16. Forecasting Data Center Resource Usage: AnExperimental Comparison with Time-Series Methods
Somnath Mazumdar, Anoop S. Kumar

17. Advanced Deep Neural Networks for Pattern Recognition: An Experimental Study
Jayashree Padmanabhan, J. Melvin Jose Premkumar

18. Security Enabled Cluster Head Selection for Wireless Sensor Network Using Improved Firefly Optimization
Achyut Shankar, N. Jaisankar

19. Geometric Programming: Chaperoning the Optimization of Symmetric FinFET Circuits
Magnanil Goswami

20. Solving Machine Part Cell Formation Problem Using Genetic Algorithm Based Evolutionary Computing
N. Sowmiya, B. Valarmathi, N. Srinivasa Gupta

21. 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

22. DWT Based Source Localization Using Microphone Array
Manoj Kumar Mukul

23. Prevention of Illegal Content Sharing in Peer to Peer Systems
Suma Latha Gopathoti, Vasanthi Mantri

24. Towards Designing a Framework for Practical Keystroke Dynamics Based Authentication
Shivani Payal, Bhushan Garware, Shubhangi Kelkar

25. Exudates in Detection and Classification of Diabetic Retinopathy
R. Vanithamani, R. Renee Christina

26. Anomaly-Based Network Intrusion Detection: An Outlier Detection Techniques
Neeraj Kumar, Upendra Kumar

27. Assessment of Speech Denoising using a Perceptual Measure-PESQ
R. Dhivya, Judith Justin

28. Software Defect Prediction Using Augmented Bayesian Networks
K. Muthukumaran, Suri Srinivas, Aruna Malapati, Lalita Bhanu Murthy Neti

29. Deep Learning Approach for Recognition of Handwritten Kannada Numerals
Anirudh Ganesh, Ashwin R. Jadhav, K. A. Cibi Pragadeesh

30. Unsupervised Learning Based Static Hand Gesture Recognition from RGB-D Sensor
Bindu Verma, Ayesha Choudhary

31. A Cloud Based Environment for Big Data Analytics in Healthcare
Ritu Chauhan, Rajesh Jangade, Vimal K. Mudunuru

32. Performance Evaluation of Proposed Secured Minimum Delay Routing Protocol (SMDRP) in Vehicular Adhoc Network
V. Viswacheda Duduku, Ali Chekima, Jamal Ahmed Dargham

33. Design and Evaluation of Reinforcement Learning Based AI Agent: A Case Study in Gaming
P. Jayashree, K. Ramakrishnan

34. Natural Image Interpolation Using Extreme Learning Machine
Aman Dubey, Akshay Lohiya, Vishwajeet Narwal, Abhinash Kumar Jha, Punjal Agarwal, Gerald Schaefer

35. PPS: Parallel Pincer Search for Mining Frequent Itemsets Based on Spark
Krishan Kumar Sethi, Ramesh Dharavath, Samuel Nyakotey

36. Expectation Maximization Based PCA and Hessian LLE with Suitable Post Classifiers for Epilepsy Classification from EEG Signals
Sunil Kumar Prabhakar, Harikumar Rajaguru

37. Color Image Compression Based on Feature Extraction
D. J. Ashpin Pabi, P. Aruna, N. Puviarasan

38. Enhanced Asynchronous Differential Evolution Using Trigonometric Mutation
Vaishali, Tarun K. Sharma, Ajith Abraham, Jitendra Rajpurohit

39. Zernike Moments and Machine Learning Based Gender Classification Using Facial Images
Vijayalakshmi G. V. Mahesh, Alex Noel Joseph Raj

40. Overlapping Group Sparsity Induced Condition Monitoring in Rotating Machineries
Athira Chandran, T. Anjali, Neethu Mohan, K. P. Soman

41. A Comparative Study of Preprocessing Techniques for Marker Based Localization in UAVs
Alex Noel Joseph Raj, Akshay Chawla, Gautam Sridhar, Dheeraj Akshay

42. Effect of Dimensionality Reduction on Sparsity Based Hyperspectral Unmixing
M. Swarna, V. Sowmya, K. P. Soman

43. Efficient Initialization of Particle Swarm Optimization Using Low Discrepancy Sequence
Shubham Kumar Gupta, Himanshu Gupta, Sagar Arora, Pranshu Nayak, Tanmay Shrivastava

44. Design of H-Plane Tee Junction in RSIW for Ku-Band Applications
Anamika Banwari, Ridhi Garg, Sanjeev Saxena

45. Survey of Image Processing Techniques in Medical Image Analysis: Challenges and Methodologies
P. Chinmayi, L. Agilandeeswari, M. Prabukumar

46. Detection and Mitigation of DoS Attacks in VANET Using Secured Minimum Delay Routing Protocol
V. Viswacheda Duduku, Ali Chekima, Jamal Ahmad Dargham

47. Enhance Hybrid Cloud Security Using Vulnerability Management
K. Dhinakaran, Ravichandran Kirtana, Kumaresan Gayathri, Rajasundaram Devisri

48. A Novel Intelligent Ensemble Classifier for Network Intrusion Detection System
M. A. Jabbar, K. Srinivas, S. Sai Satyanarayana Reddy

49. Restoration of Degraded Historical Kannada Handwritten Document Images Using Image Enhancement Techniques
Parashuram Bannigidad, Chandrashekar Gudada

50. Thyroid Nodule Classification in Medical Ultrasound Images
R. Vanithamani, R. Dhivya

51. An Adaptive Foreground-Background Separation Method for Effective Binarization of Document Images
Bishwadeep Das, Showmik Bhowmik, Aniruddha Saha, Ram Sarkar

52. Robust Detection of Hard Exudates for Diagnosis of Non-proliferative Diabetic Retinopathy Using Integrated Approach
Deepashree Devaraj, S. C. Prasanna Kumar

53. Applicability of Soft Computing and Optimization Algorithms in Software Testing and Metrics – A Brief Review
Deepak Sharma, Pravin Chandra

54. Design of E-Plane Tee Junction in RSIW for C-Band Applications
Anamika Banwari, Richa Shreyam, Shailza Gotra, Sanjeev Saxena

55. On the Effectiveness of Cost Sensitive Neural Networks for Software Defect Prediction
K. Muthukumaran, Amrita Dasgupta, Shirode Abhidnya, Lalita Bhanu Murthy Neti

56. A Review on Hierarchical Clustering-Based Covariance Model to ncRNA Identification
Lustiana Pratiwi, Yun-Huoy Choo, Azah Kamilah Muda

57. 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

58. A Fuzzy Filter Based Hybrid ARIMA-ANN Model for Time Series Forecasting
Sibarama Panigrahi, H. S. Behera, Ajith Abraham

59. Impact of Machine Learning and Internet of Things in Agriculture: State of the Art
S. R. Juhi Reshma, Anitha S. Pillai

60. Towards an Ultra-lightweight Cryptosystem for IoT
Tasnime Omrani, Layth Sliman, Rabei Becheikh, Safya Belghith, Belgacem Ben Hedia

61. 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

62. Decision Quality Enhancement in Minimum-Based Possibilistic Classification for Numerical Data
Karim Baati, Tarek M. Hamdani, Adel M. Alimi, Ajith Abraham

63. Research Directions Under the Parasol of Ontology Based Semantic Web Structure
Sarika Jain, Chhavi Gupta, Amit Bhardwaj

64. Fuzzy Overlapping Community Detection in Multi-relational Networks
Ankita Verma, K. K. Bharadwaj

65. Personality Detection by Analysis of Twitter Profiles
Mehul Smriti Raje, Aakarsh Singh

66. An Efficient System to Find Freelancing and Remote Work in IT Field
Sharmila Shinde, Prasanna Joeg

67. A Novel Scheme for Abatement of Privacy Concern by Controlling the Reachability in Online Social Network
Moumita Samanta, Pinakpani Pal, Abhik Mukherjee

68. Online Clustering Based Concept Lattice Reduction
Kumar Ravi, Vadlamani Ravi

69. Building Influence for Online Social Networks
Wei Du, Hu Lin, Jianwei Sun, Haibo Yang, Bo Yu

70. Classification and Applications of Social Recommender Systems
V. R. Revathy, Anitha S. Pillai

Keywords: Engineering, Computational Intelligence, Artificial Intelligence (incl. Robotics), Pattern Recognition