Computational Intelligence in Data Mining—Volume 2

Prof. HimansuSekhar 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, Establishedby Govt. of Odisha, Burla, Odisha. He has received M.Tech in Computer Science & Engineering fromN.I.T, Rourkela (formerly R.E.C, Rourkela) and Doctorof Philosophy in Engineering (Ph.D.) from Biju Pattnaik University ofTechnology (BPUT), Rourkela, Govt. of Odisha,respectively. He has published more than 80 research papers in variousinternational Journals and Conferences, edited 11 books and is acting as aMember of the Editorial / Reviewer Board of various international journals. Heis proficient in the field of Computer Science Engineering and served in thecapacity of program chair, tutorial chair and acted as advisory member ofcommittees of many national and international conferences. His researchinterests include Data Mining, Soft Computing, Evolutionary Computation,Machine Intelligence and Distributed System. He is associated with variouseducational and research societies like OITS,ISTE, IE, ISTD,CSI,OMS,AIAER,SMIAENG,SMCSTA, etc. Prof. DurgaPrasad Mohapatra received his Ph.D. from Indian Institute of TechnologyKharagpur 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 30research papers in these fields in various international Journals and Conferences.He has received several project grants from DST and UGC, Govt. of India. He hasreceived the Young Scientist Award for the year 2006 by Orissa Bigyan Academy.He has also received the Prof. K. Arumugam National Award and the MaharashtraState National Award for outstanding research work in Software Engineering forthe years 2009 and 2010, respectively from the Indian Society for TechnicalEducation (ISTE), New Delhi. He is going to receive the Bharat Sikshya RatanAward for significant contribution in academics awarded by the Global Societyfor Health and Educational Growth, Delhi.

• Chapter 1. A Sensor Based Mechanism for Controlling MobileRobots with ZigBee.- Chapter 2. A Two-warehouseInventory Model with Exponential Demand under Permissible Delay in Payment.- Chapter 3.Effect of Outlier Detection on Clustering Accuracyand Computation Time of CHB K-means Algorithm.- Chapter 4. A Pragmatic Delineation on Cache Bypass Algorithmin Last Level Cache (LLC).- Chapter5. Effect of PhysiochemicalProperties on Classification Algorithms for Kinases Family.- Chapter 6.A Fuzzy Knowledge Based Sensor Node AppraisalTechnique for Fault Tolerant Data Aggregation in Wireless Sensor Networks.- Chapter 7.A Novel Recognition of Indian Bank Cheques Using FeedForward Neural Network.- Chapter8. ResourceManagement and Performance Analysis of Model-Based Control System SoftwareEngineering Using AADL.- Chapter9. PerformanceEvaluation of Rule Learning Classifiers in Anomaly Based Intrusion Detection.- Chapter 10.Evaluation of Faculty Performance in EducationSystem Using Classification Technique in Opinion Mining Based on GPU.- Chapter 11.A Constraint Based Question Answering over SemanticKnowledge Base.- Chapter 12. ACONN – A MulticastRouting Implementation.- Chapter13. Artificialintelligence (AI) Based Object Classification Using Principal Images.- Chapter 14.Signature Verification Using Rough Set Theory BasedFeature Selection.- Chapter 15. ProteinSequence Classification Based on N-gram and K-Nearest Neighbour Algorithm.- Chapter 16.Harmony Search Algorithm Based Optimal Tuning ofInterline Power Flow Controller for Congestion Management.- Chapter 17.Investigation of Broadband Characteristics ofCircularly Polarized Spidron Fractal Slot Antenna Arrays for WirelessApplication.- Chapter 18. A FuzzyLogic Based Finite Element Analysis for Structural Design of a 6 AxisIndustrial Robot.- Chapter 19. The Designand Development of Controller Software for ScanDF Receiver Subsystem(Simulator) Using Embedded RTOS.- Chapter20. Problem SolvingProcess for Euler Method by Using Object Oriented Design Method.- Chapter 21.Intelligent TCSC for Enhancement of VoltageStability and Power Oscillation Damping of an Off Grid.- Chapter 22.Weighted Matrix Based Reversible Data Hiding SchemeUsing Image Interpolation.- Chapter23. Enhanced  iLEACH Using ACO Based Inter-cluster DataAggregation.- Chapter 24. EvaluatingSeed Germination Monitoring System By Application of Wireless Sensor Networks:A Survey.- Chapter 25. A FLANN BasedNon-linear System Identification for Classification and Parameter Optimization UsingTournament Selective Harmony Search.- Chapter 26. Heart Disease Prediction System Evaluation UsingC4.5 Rules and Partial Tree.- Chapter27. PredictionStrategy for Software Reliability Based on Recurrent Neural Network.- Chapter 28.<A New Approach to Fuzzy Soft Set Theory and ItsApplication in Decision Making.- Chapter29. Design ofOptimized Multiply Accumulate Unit Using EMBR Techniques for Low PowerApplications.- Chapter 30. Decreasein False Assumption for Detection Using Digital Mammography.- Chapter 31.Test Case Prioritization Using Association RuleMining and Business Criticality Test Value.- Chapter 32. Nearest neighbour with priority Based RecommendationApproach to Group Recommender System.- Chapter 33. Image Super Resolution Reconstruction Using WaveletTransformation Based Genetic Algorithm.- Chapter 34. Implementation of Operating System Selection UsingAHP-Entropy Model.- Chapter 35. Modified FireflyAlgorithm (MFA) Based Vector Quantization for Image Compression.- Chapter 36.Performance Analysis of Selected Data MiningAlgorithms on Social Network Data and Discovery of User Latent Behavior.- Chapter 37.DE Optimized PID Controller with Derivative Filterfor AGC of Interconnected Restructured Power System.- Chapter 38. Opposition-basedGA Learning of Artificial Neural Networks for Financial Time Series Forecasting.-Chapter 39. Evolving LowComplex Higher Order Neural Network Based Classifiers for Medical Data Classification.-Chapter 40. Analysisof ECG Signals Using Advanced Wavelet Filtering Approach.- Chapter 41.Fast Multiplication with Partial Products UsingQuaternary Signed Digit Number System.- Chapter 42. A Mathematical Model for Optimization of PerishableResources with Uniform Decay.- Chapter43. ServerConsolidation with Minimal SLA Violations.- Chapter 44. Predicting Consumer Loads for Improved PowerScheduling in Smart Homes.- Chapter45. Preventionof Wormhole Attack Using Identity Based Signature Scheme in MANET.- Chapter 46.Optimization of Surface Grinding Process Using JayaAlgorithm.- Chapter 47. BITSMSSC: BrainImage Tomography Using SOM with Multi SVM Sigmoid Classifier.- Chapter 48.Non-Linear Classification Using Higher OrderPi-Sigma Neural Network and Improved Particle Swarm Optimization: AnExperimental Analysis.