Computational Intelligence in Data Mining―Volume 1: Proceedings of the International Conference on CIDM, 5-6 December 2015 (Advances in Intelligent Systems and Computing, 410)

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. Front Matter....Pages i-xxiii A Novel Approach for Biometric Authentication System Using Ear, 2D Face and 3D Face Modalities....Pages 1-11 An Optimal Partially Backlogged Policy of Deteriorating Items with Quadratic Demand....Pages 13-19 A Novel Approach for Modelling of High Order Discrete Systems Using Modified Routh Approximation Technique via W-Domain....Pages 21-27 Pose Invariant Face Recognition for New Born: Machine Learning Approach....Pages 29-37 Implementation of Data Analytics for MongoDB Using Trigger Utility....Pages 39-47 Heart Disease Prediction Using k-Nearest Neighbor Classifier Based on Handwritten Text....Pages 49-56 Optimizing a Higher Order Neural Network Through Teaching Learning Based Optimization Algorithm....Pages 57-71 Deploying a Social Web Graph Over a Semantic Web Framework....Pages 73-83 Detecting and Analyzing Invariant Groups in Complex Networks....Pages 85-93 Automatic Mucosa Detection in Video Capsule Endoscopy with Adaptive Thresholding....Pages 95-102 Optimization Approach for Feature Selection and Classification with Support Vector Machine....Pages 103-111 Design and Development of Controller Software for MAS Receiver Using Socket Programming....Pages 113-120 Inference of Replanting in Forest Fire Affected Land Using Data Mining Technique....Pages 121-129 A New Approach on Color Image Encryption Using Arnold 4D Cat Map....Pages 131-138 Neutrosophic Logic Based New Methodology to Handle Indeterminacy Data for Taking Accurate Decision....Pages 139-147 Prognostication of Student’s Performance: An Hierarchical Clustering Strategy for Educational Dataset....Pages 149-157 Design and Implementation ACO Based Edge Detection on the Fusion of Hue and PCA....Pages 159-169 Effective Sentimental Analysis and Opinion Mining of Web Reviews Using Rule Based Classifiers....Pages 171-179 Trigonometric Fourier Approximation of the Conjugate Series of a Function of Generalized Lipchitz Class by Product Summability....Pages 181-190 Optimizing Energy Efficient Path Selection Using Venus Flytrap Optimization Algorithm in MANET....Pages 191-198 Biclustering Using Venus Flytrap Optimization Algorithm....Pages 199-207 Analytical Structure of a Fuzzy Logic Controller for Software Development Effort Estimation....Pages 209-216 Malayalam Spell Checker Using N-Gram Method....Pages 217-225 Sample Classification Based on Gene Subset Selection....Pages 227-236 A Multi Criteria Document Clustering Approach Using Genetic Algorithm....Pages 237-247 Positive and Negative Association Rule Mining Using Correlation Threshold and Dual Confidence Approach....Pages 249-260 Extractive Text Summarization Using Lexical Association and Graph Based Text Analysis....Pages 261-272 Design of Linear Phase Band Stop Filter Using Fusion Based DEPSO Algorithm....Pages 273-281 A Survey on Face Detection and Person Re-identification....Pages 283-292 Machine Translation of Telugu Singular Pronoun Inflections to Sanskrit....Pages 293-306 Tweet Analyzer: Identifying Interesting Tweets Based on the Polarity of Tweets....Pages 307-316 Face Tracking to Detect Dynamic Target in Wireless Sensor Networks....Pages 317-324 Abnormal Gait Detection Using Lean and Ramp Angle Features....Pages 325-335 Fuzzy Logic and AHP-Based Ranking of Cloud Service Providers....Pages 337-346 Classification of Tabla Strokes Using Neural Network....Pages 347-356 Automatic Headline Generation for News Article....Pages 357-366 Identifying Natural Communities in Social Networks Using Modularity Coupled with Self Organizing Maps....Pages 367-376 A Low Complexity FLANN Architecture for Forecasting Stock Time Series Data Training with Meta-Heuristic Firefly Algorithm....Pages 377-385 A Novel Scheduling Algorithm for Cloud Computing Environment....Pages 387-398 PSO Based Tuning of a Integral and Proportional Integral Controller for a Closed Loop Stand Alone Multi Wind Energy System....Pages 399-409 Statistically Validating Intrusion Detection Framework Against Selected DoS Attacks in Ad Hoc Networks: An NS-2 Simulation Study....Pages 411-420 Fourier Features for the Recognition of Ancient Kannada Text....Pages 421-428 A Spelling Mistake Correction (SMC) Model for Resolving Real-Word Error....Pages 429-438 Differential Evolution Based Tuning of Proportional Integral Controller for Modular Multilevel Converter STATCOM....Pages 439-446 Designing of DPA Resistant Circuit Using Secure Differential Logic Gates....Pages 447-457 Efficient Algorithm for Web Search Query Reformulation Using Genetic Algorithm....Pages 459-470 Throughput of a Network Shared by TCP Reno and TCP Vegas in Static Multi-hop Wireless Network....Pages 471-481 A Pronunciation Rule-Based Speech Synthesis Technique for Odia Numerals....Pages 483-491 Erratum to: A New Approach on Color Image Encryption Using Arnold 4D Cat Map....Pages E1-E1 Back Matter....Pages 493-494