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Himansu Sekhar Behera, Durga Prasad Mohapatra (Beteiligte)

Computational Intelligence in Data Mining-Volume 1


Proceedings of the International Conference on CIDM, 5-6 December 2015
Herausgegeben von Behera, Himansu Sekhar; Mohapatra, Durga Prasad
1st ed. 2016. 2015. xxiii, 494 S. 205 Farbabb., 50 Tabellen. 235 mm
Verlag/Jahr: SPRINGER, BERLIN; SPRINGER INDIA; SPRINGER 2015
ISBN: 8132227328 (8132227328)
Neue ISBN: 978-8132227328 (9788132227328)

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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.
Chapter 1. A Novel Approach for Biometric
Authentication System Using Ear, 2D Face and 3D Face Modalities.- Chapter 2.
An Optimal Policy with Quadratic Demand,
Time-Varying Quadratic Holding Cost and Partial Backlogging.- Chapter 3.
A Novel Approach for Order Reduction of High Order Discrete
Time Systems Using Modified Routh Approximation Method via w-Domain.- Chapter 4.
Pose Invariant Face Recognition for New Born:
Machine Learning Approach.- Chapter
5. Implementation
of Data Analytics for MongoDB Using Trigger Utility.- Chapter 6.
Heart Disease Prediction Using k-Nearest Neighbour
Classifier Based on Handwritten Text .- Chapter 7. Optimizing a Higher Order Neural Network through
Teaching Learning Based Optimization Algorithm.- Chapter 8. Deploying a Social Web Graph over a Semantic Web
Framework.- Chapter 9. Detecting
and Analysing Invariant Groups in Complex Networks.- Chapter 10.
Automatic Mucosa Detection in Video Capsule
Endoscopy with Adaptive Thresholding.- Chapter 11. Optimization Approach for Feature Selection and
Classification with Support Vector Machine.- Chapter 12. Design and Development of Controller Software for MAS
Receiver Using Socket Programming.- Chapter
13. Inference of
Replanting in Forest Fire Affected Land Using Data Mining Technique.- Chapter 14.
A New Approach on Color Image Encryption Using
Arnold 4D Cat Map.- Chapter 15. Neutrosophic
Logic Based New Methodology to Handle Indeterminacy Data for Taking Accurate
Decision.- Chapter 16. Prognostication
of Student´s Performance: An Hierarchical Clustering Strategy for Educational
Dataset.- Chapter 17. Design and
Implementation ACO Based Edge Detection on the Fusion of Hue and PCA.- Chapter 18.
Effective Sentimental Analysis & Opinion Mining
of Web Reviews Using Rule Based Classifiers.- Chapter 19. Trigonometric Fourier Approximation of the Conjugate
Series of a Function of Generalized Lipchitz Class by Product Summability.- Chapter 20.
Optimal Energy Efficient Path Selection Using Venus
Flytrap Optimization Algorithm in MANET.- Chapter 21. Bi-clustering Using Venus Flytrap Optimization
Algorithm.- Chapter 22. Analytical
Structure of a Fuzzy Logic Controller for Software Development Effort
Estimation.- Chapter 23. Malayalam
Spell Checker Using N-Gram Method.- Chapter
24. Sample Classification
Based on Gene Subset Selection.- Chapter
25. A Multi
Criteria Document Clustering Approach Using Genetic Algorithm.- Chapter 26.
Positive and Negative Association Rule Mining Using
Correlation Threshold and Dual Confidence Approach.- Chapter 27. Extractive Text Summarization Using Lexical Association
and Graph Based Text Analysis.- Chapter
28. Design of
Linear Phase FIR Band Stop Filter Using Fusion Based DEPSO Algorithm.- Chapter 29.
A Survey on Face Detection and Person Re-identification.- Chapter 30. Machine
Translation of Telugu Singular Pronoun Inflections to Sanskrit.- Chapter 31.
Tweet Analyzer: Identifying Interesting Tweets Based
on the Polarity of Tweets.- Chapter
32. Face-Tracking
to Detect Dynamic Target in Wireless Sensor Networks.- Chapter 33.
Abnormal Gait Detection Using Lean and Ramp Angle Features.- Chapter 34. Fuzzy
Logic and AHP-based Ranking of Cloud Service Providers.- Chapter 35.
Classification of Tabla Strokes Using Neural
Network.- Chapter 36. Automatic
Headline Generation for News Article.- Chapter 37. Identifying Natural Communities in Social Networks Using
Modularity Coupled with Self Organizing Maps.- C hapter 38. A Low Complexity
FLANN Architecture for Forecasting Stock Time Series Data Training with
Meta-Heuristic Firefly Algorithm.- Chapter
39. A Novel Scheduling
Algorithm for Cloud Computing Environment.- Chapter 40. PSO Based Tuning of a Integral and Proportional Integral
Controller for a Closed Loop Stand-alone Multi Wind Energy System.- Chapter 41.
Statistically Validating Intrusion Detection
Framework against Selected DoS Attacks in Ad Hoc Networks: An NS-2 Simulatio