Computational Intelligence in Data Mining 1st Edition by Himansu Sekhar Behera, Janmenjoy Nayak, Bighnaraj Naik, Ajith Abraham ISBN 8132227328 978-8132227328

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Product details:

ISBN 10: 8132227328

ISBN 13:  978-8132227328

Author: Himansu Sekhar Behera, Janmenjoy Nayak, Bighnaraj Naik, Ajith Abraham

 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.

Table of contents: 

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

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

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

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

5. Implementation of Data Analytics for MongoDB Using Trigger Utility

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

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

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

9. Detecting and Analyzing Invariant Groups in Complex Networks

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

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

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

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

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

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

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

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

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

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

20. Optimizing Energy Efficient Path Selection Using Venus Flytrap Optimization Algorithm in MANET

21. Biclustering Using Venus Flytrap Optimization Algorithm

22. Analytical Structure of a Fuzzy Logic Controller for Software Development Effort Estimation

23. Malayalam Spell Checker Using N-Gram Method

24. Sample Classification Based on Gene Subset Selection

25. A Multi Criteria Document Clustering Approach Using Genetic Algorithm

26. Positive and Negative Association Rule Mining Using Correlation Threshold and Dual Confidence Approach

27. Extractive Text Summarization Using Lexical Association and Graph Based Text Analysis

28. Design of Linear Phase Band Stop Filter Using Fusion Based DEPSO Algorithm

29. A Survey on Face Detection and Person Re-identification

30. Machine Translation of Telugu Singular Pronoun Inflections to Sanskrit

31. Tweet Analyzer: Identifying Interesting Tweets Based on the Polarity of Tweets

32. Face Tracking to Detect Dynamic Target in Wireless Sensor Networks

33. Abnormal Gait Detection Using Lean and Ramp Angle Features

34. Fuzzy Logic and AHP-Based Ranking of Cloud Service Providers

35. Classification of Tabla Strokes Using Neural Network

36. Automatic Headline Generation for News Article

37. Identifying Natural Communities in Social Networks Using Modularity Coupled with Self Organizing Maps

38. A Low Complexity FLANN Architecture for Forecasting Stock Time Series Data Training with Meta-Heuristic Firefly Algorithm

39. A Novel Scheduling Algorithm for Cloud Computing Environment

40. PSO Based Tuning of a Integral and Proportional Integral Controller for a Closed Loop Stand Alone Multi Wind Energy System

41. Statistically Validating Intrusion Detection Framework Against Selected DoS Attacks in Ad Hoc Networks: An NS-2 Simulation Study

42. Fourier Features for the Recognition of Ancient Kannada Text

43. A Spelling Mistake Correction (SMC) Model for Resolving Real-Word Error

44. Differential Evolution Based Tuning of Proportional Integral Controller for Modular Multilevel Converter STATCOM

45. Designing of DPA Resistant Circuit Using Secure Differential Logic Gates

46. Efficient Algorithm for Web Search Query Reformulation Using Genetic Algorithm

47. Throughput of a Network Shared by TCP Reno and TCP Vegas in Static Multi-hop Wireless Network

48. A Pronunciation Rule-Based Speech Synthesis Technique for Odia Numerals

49. Erratum to: A New Approach on Color Image Encryption Using Arnold 4D Cat Map

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Tags: Himansu Sekhar Behera, Janmenjoy Nayak, Bighnaraj Naik, Ajith Abraham, Computational Intelligence, Data Mining