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E-raamat: Computational Intelligence in Data Mining-Volume 2: Proceedings of the International Conference on CIDM, 5-6 December 2015

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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.
A Sensor Based Mechanism for Controlling Mobile Robots with ZigBee
1(12)
Sreena Narayanan
K.V. Divya
A Two-Warehouse Inventory Model with Exponential Demand Under Permissible Delay in Payment
13(12)
Trailokyanath Singh
Hadibandhu Pattanayak
Effect of Outlier Detection on Clustering Accuracy and Computation Time of CHB K-Means Algorithm
25(12)
K. Aparna
Mydhili K. Nair
A Pragmatic Delineation on Cache Bypass Algorithm in Last-Level Cache (LLC)
37(10)
Banchhanidhi Dash
Debabala Swain
Debabrata Swain
Effect of Physiochemical Properties on Classification Algorithms for Kinases Family
47(12)
Priyanka Purkayastha
Srikar Varanasi
Aruna Malapathi
Perumal Yogeeswari
Dharmarajan Sriram
A Fuzzy Knowledge Based Sensor Node Appraisal Technique for Fault Tolerant Data Aggregation in Wireless Sensor Networks
59(12)
Sasmita Acharya
C.R. Tripathy
A Novel Recognition of Indian Bank Cheques Using Feed Forward Neural Network
71(10)
S.P. Raghavendra
Ajit Danti
Resource Management and Performance Analysis of Model-Based Control System Software Engineering Using AADL
81(16)
K.S. Kushal
Manju Nanda
J. Jayanthi
Performance Evaluation of Rule Learning Classifiers in Anomaly Based Intrusion Detection
97(12)
Ashalata Panigrahi
Manas Ranjan Patra
Evaluation of Faculty Performance in Education System Using Classification Technique in Opinion Mining Based on GPU
109(12)
Brojo Kishore Mishra
Abhaya Kumar Sahoo
A Constraint Based Question Answering over Semantic Knowledge Base
121(12)
Magesh Vasudevan
B.K. Tripathy
ACONN---A Multicast Routing Implementation
133(10)
Sweta Srivastava
Sudip Kumar Sahana
Artificial Intelligence (AI) Based Object Classification Using Principal Images
143(10)
Santosh Kumar Sahoo
B.B. Choudhury
Signature Verification Using Rough Set Theory Based Feature Selection
153(10)
Sanghamitra Das
Abhinab Roy
Protein Sequence Classification Based on N-Gram and K-Nearest Neighbor Algorithm
163(10)
Jyotshna Dongardive
Siby Abraham
Harmony Search Algorithm Based Optimal Tuning of Interline Power Flow Controller for Congestion Management
173(10)
Akanksha Mishra
G.V. Nagesh Kumar
Investigation of Broadband Characteristics of Circularly Polarized Spidron Fractal Slot Antenna Arrays for Wireless Applications
183(18)
Valluri Dhana Raj
A.M. Prasad
G.M.V. Prsad
A Fuzzy Logic Based Finite Element Analysis for Structural Design of a 6 Axis Industrial Robot
201(10)
S. Sahu
B.B. Choudhury
M.K. Muni
B.B. Biswal
The Design and Development of Controller Software for ScanDF Receiver Subsystem (Simulator) Using Embedded RTOS
211(10)
P. Srividya
B.I. Neelgar
Problem Solving Process for Euler Method by Using Object Oriented Design Method
221(8)
P. Rajarajeswari
A. Ramamohanreddy
D. Vasumathi
Intelligent TCSC for Enhancement of Voltage Stability and Power Oscillation Damping of an Off Grid
229(10)
Asit Mohanty
Meera Viswavandya
Sthitapragyan Mohanty
Pragyan Paramita
Weighted Matrix Based Reversible Data Hiding Scheme Using Image Interpolation
239(10)
Jana Biswapati
Giri Debasis
Mondal Shyamal Kumar
Enhanced iLEACH Using ACO Based Intercluster Data Aggregation
249(10)
Jaspreet Kaur
Vinay Chopra
Evaluating Seed Germination Monitoring System by Application of Wireless Sensor Networks: A Survey
259(8)
Priyanka Upadhyay
Rajesh
Naveen Garg
Abhishek Singh
A FLANN Based Non-linear System Identification for Classification and Parameter Optimization Using Tournament Selective Harmony Search
267(18)
Bighnaraj Naik
Janmenjoy Nayak
H.S. Behera
Heart Disease Prediction System Evaluation Using C4.5 Rules and Partial Tree
285(10)
Purushottam Sharma
Kanak Saxena
Richa Sharma
Prediction Strategy for Software Reliability Based on Recurrent Neural Network
295(10)
Manmath Kumar Bhuyan
Durga Prasad Mohapatra
Srinivas Sethi
A New Approach to Fuzzy Soft Set Theory and Its Application in Decision Making
305(10)
B.K. Tripathy
T.R. Sooraj
R.K. Mohanty
Design of Optimized Multiply Accumulate Unit Using EMBR Techniques for Low Power Applications
315(10)
K.N. Narendra Swamy
J. Venkata Suman
Decrease in False Assumption for Detection Using Digital Mammography
325(10)
Chiranji Lal Chowdhary
Gudavalli Vijaya Krishna Sai
D.P. Acharjya
Test Case Prioritization Using Association Rule Mining and Business Criticality Test Value
335(12)
Prateeva Mahali
Arup Abhinna Acharya
Durga Prasad Mohapatra
Nearest Neighbour with Priority Based Recommendation Approach to Group Recommender System
347(8)
Abinash Pujahari
Vineet Padmanabhan
Soma Patel
Image Super Resolution Using Wavelet Transformation Based Genetic Algorithm
355(8)
Sudam Sekhar Panda
Gunamani Jena
Implementation of Operating System Selection Using AHP-Entropy Model
363(10)
Neha Yadav
S.K. Divyaa
Sanjay Kumar Dubey
Modified Firefly Algorithm (MFA) Based Vector Quantization for Image Compression
373(10)
Karri Chiranjeevi
Uma Ranjan Jena
B. Murali Krishna
Jeevan Kumar
Performance Analysis of Selected Data Mining Algorithms on Social Network Data and Discovery of User Latent Behavior
383(12)
Santosh Phulari
Parag Bhalchandra
Santosh Khamitkar
Nilesh Deshmukh
Sakharam Lokhande
Satish Mekewad
Pawan Wasnik
DE Optimized PID Controller with Derivative Filter for AGC of Interconnected Restructured Power System
395(10)
Tulasichandra Sekhar Gorripotu
Rabindra Kumar Sahu
Sidhartha Panda
Opposition-Based GA Learning of Artificial Neural Networks for Financial Time Series Forecasting
405(10)
Bimal Prasad Kar
Sanjib Kumar Nayak
Sarat Chandra Nayak
Evolving Low Complex Higher Order Neural Network Based Classifiers for Medical Data Classification
415(12)
Sanjib Kumar Nayak
Sarat Chandra Nayak
H.S. Behera
Analysis of ECG Signals Using Advanced Wavelet Filtering Approach
427(10)
G. Sahu
B. Biswal
A. Choubey
Fast Multiplication with Partial Products Using Quaternary Signed Digit Number System
437(10)
P. Hareesh
Ch. Kalyan Chakravathi
D. Tirumala Rao
Mathematical Model for Optimization of Perishable Resources with Uniform Decay
447(8)
Prabhujit Mohapatra
Santanu Roy
Server Consolidation with Minimal SLA Violations
455(8)
Chirag A. Patel
J.S. Shah
Predicting Consumer Loads for Improved Power Scheduling in Smart Homes
463(12)
Snehasree Behera
Bhawani Shankar Pattnaik
Motahar Reza
D.S. Roy
Prevention of Wormhole Attack Using Identity Based Signature Scheme in MANET
475(12)
Dhruvi Sharma
Vimal Kumar
Rakesh Kumar
Surface Grinding Process Optimization Using Jaya Algorithm
487(10)
R. Venkata Rao
Dhiraj P. Rai
Joze Balic
BITSMSSC: Brain Image Tomography Using SOM with Multi SVM Sigmoid Classifier
497(10)
B. Venkateswara Reddy
A. Sateesh Reddy
P. Bhaskara Reddy
Non-Linear Classification using Higher Order Pi-Sigma Neural Network and Improved Particle Swarm Optimization: An Experimental Analysis
507(12)
D.P. Kanungo
Janmenjoy Nayak
Bighnaraj Naik
H.S. Behera
Author Index 519
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.