Computational Intelligence in Data Mining—Volume 1

1. Front Matter

   Pages i-xxiii

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2. A Novel Approach for Biometric Authentication System Using Ear, 2D Face and 3D Face Modalities

   • Achyut Sarma Boggaram, Pujitha Raj Mallampalli, Chandrasekhar Reddy Muthyala, R. Manjusha

   Pages 1-11

3. An Optimal Partially Backlogged Policy of Deteriorating Items with Quadratic Demand

   • Trailokyanath Singh, Nirakar Niranjan Sethy, Ameeya Kumar Nayak, Hadibandhu Pattanayak

   Pages 13-19

4. A Novel Approach for Modelling of High Order Discrete Systems Using Modified Routh Approximation Technique via W-Domain

   • G. V. K. R. Sastry, G. Surya Kalyan, K. Tejeswar Rao, K. Satyanarayana Raju

   Pages 21-27

5. Pose Invariant Face Recognition for New Born: Machine Learning Approach

   • Rishav Singh, Hari Om

   Pages 29-37

6. Implementation of Data Analytics for MongoDB Using Trigger Utility

   • Kalpana Dwivedi, Sanjay Kumar Dubey

   Pages 39-47

7. Heart Disease Prediction Using k-Nearest Neighbor Classifier Based on Handwritten Text

   • Seema Kedar, D. S. Bormane, Vaishnavi Nair

   Pages 49-56

8. Optimizing a Higher Order Neural Network Through Teaching Learning Based Optimization Algorithm

   • Janmenjoy Nayak, Bighnaraj Naik, H. S. Behera

   Pages 57-71

9. Deploying a Social Web Graph Over a Semantic Web Framework

   • Shubhnkar Upadhyay, Avadhesh Singh, Kumar Abhishek, M. P. Singh

   Pages 73-83

10. Detecting and Analyzing Invariant Groups in Complex Networks

    • Dulal Mahata, Chanchal Patra

    Pages 85-93

11. Automatic Mucosa Detection in Video Capsule Endoscopy with Adaptive Thresholding

    • V. B. Surya Prasath, Radhakrishnan Delhibabu

    Pages 95-102

12. Optimization Approach for Feature Selection and Classification with Support Vector Machine

    • S. Chidambaram, K. G. Srinivasagan

    Pages 103-111

13. Design and Development of Controller Software for MAS Receiver Using Socket Programming

    • K. Haritha, M. Jawaharlal, P. M. K. Prasad, P. Kalyan Chakravathi

    Pages 113-120

14. Inference of Replanting in Forest Fire Affected Land Using Data Mining Technique

    • T. L. Divya, M. N. Vijayalakshmi

    Pages 121-129

15. A New Approach on Color Image Encryption Using Arnold 4D Cat Map

    • Bidyut Jyoti Saha, Kunal Kumar Kabi, Chittaranjan Pradhan

    Pages 131-138

16. Neutrosophic Logic Based New Methodology to Handle Indeterminacy Data for Taking Accurate Decision

    • Soumitra De, Jaydev Mishra

    Pages 139-147

17. Prognostication of Student’s Performance: An Hierarchical Clustering Strategy for Educational Dataset

    • Parag Bhalchandra, Aniket Muley, Mahesh Joshi, Santosh Khamitkar, Nitin Darkunde, Sakharam Lokhande et al.

    Pages 149-157

18. Design and Implementation ACO Based Edge Detection on the Fusion of Hue and PCA

    • Kavita Sharma, Vinay Chopra

    Pages 159-169

19. Effective Sentimental Analysis and Opinion Mining of Web Reviews Using Rule Based Classifiers

    • Shoiab Ahmed, Ajit Danti

    Pages 171-179

20. Trigonometric Fourier Approximation of the Conjugate Series of a Function of Generalized Lipchitz Class by Product Summability

    • B. P. Padhy, P. K. Das, M. Misra, P. Samanta, U. K. Misra

    Pages 181-190

The book is a collection of high-quality peer-reviewed research papers presented in the Second International Conference on Computational Intelligence in Data Mining (ICCIDM 2015) held at Bhubaneswar, Odisha, India during 5 – 6 December 2015. The two-volume Proceedings address the difficulties and challenges for the seamless integration of two core disciplines of computer science, i.e., computational intelligence and data mining. The book addresses different methods and techniques of integration for enhancing the overall goal of data mining. The book helps to disseminate the knowledge about some innovative, active research directions in the field of data mining, machine and computational intelligence, along with some current issues and applications of related topics.

• Advance Computing Methods
• Big Data Analysis
• Computational Intelligence
• Data Mining
• Fuzzy Logic Systems
• ICCIDM
• ICCIDM 2015
• ICCIDM Proceedings
• Machine Learning

• Veer Surendra Sai University of Tech., Dept of Computer Sci Eng & IT, Sambalpur, India

  Himansu Sekhar Behera

• National Institute of Technology, Dept. of Computer Science & Engineering, Rourkela, India

  Durga Prasad Mohapatra

Prof. Himansu Sekhar Behera is working as an Associate Professor in the Department of Computer Science Engineering & Information Technology, Veer Surendra Sai University of Technology (VSSUT) - An Unitary Technical University, Established by Govt. of Odisha, Burla, Odisha. He has received M.Tech in Computer Science & Engineering from N.I.T, Rourkela (formerly R.E.C, Rourkela) and Doctor of Philosophy in Engineering (Ph.D.) from Biju Pattnaik University of Technology (BPUT), Rourkela, Govt. of Odisha, respectively. He has published more than 80 research papers in various international Journals and Conferences, edited 11 books and is acting as a Member of the Editorial / Reviewer Board of various international journals. He is proficient in the field of Computer Science Engineering and served in the capacity of program chair, tutorial chair and acted as advisory member of committees of many national and international conferences. His research interests include Data Mining, Soft Computing, Evolutionary Computation, Machine Intelligence and Distributed System. He is associated with various educational and research societies like OITS,ISTE, IE, ISTD,CSI,OMS,AIAER, SMIAENG,SMCSTA, etc.

Prof. Durga Prasad Mohapatra received his Ph.D. from Indian Institute of Technology Kharagpur and is presently serving as Associate Professor in NIT Rourkela, Odisha. His research interests include software engineering, real-time systems, discrete mathematics, and distributed computing. He has published more than 30 research papers in these fields in various international Journals and Conferences. He has received several project grants from DST and UGC, Govt. of India. He has received the Young Scientist Award for the year 2006 by Orissa Bigyan Academy. He has also received the Prof. K. Arumugam National Award and the Maharashtra State National Award for outstanding research work in Software Engineering for the years 2009 and 2010, respectively from the Indian Society for Technical Education (ISTE), New Delhi. He is going to receive the Bharat Sikshya Ratan Award for significant contribution in academics awarded by the Global Society for Health and Educational Growth, Delhi. 

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