Computational Intelligence in Data Mining-Volume 1 Proceedings of the International Conference on CIDM, 5-6 December 2015 /

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 ch...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor Corporativo: SpringerLink (Online service)
Otros Autores: Behera, Himansu Sekhar (Editor ), Mohapatra, Durga Prasad (Editor )
Formato: Electrónico eBook
Idioma:Inglés
Publicado: New Delhi : Springer India : Imprint: Springer, 2016.
Edición:1st ed. 2016.
Colección:Advances in Intelligent Systems and Computing, 410
Temas:
Computational intelligence.
Data mining.
Artificial intelligence.
Computational Intelligence.
Data Mining and Knowledge Discovery.
Artificial Intelligence.
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • 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
  • Chapter 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 Simulation Study
  • Chapter 42. Fourier Features for the Recognition of Ancient Kannada Text
  • Chapter 43. A Spelling Mistake Correction (SMC) Model for Resolving Real-word Error
  • Chapter 44. Differential Evolution Based Tuning of Proportional Integral Controller for Modular Multilevel Converter STATCOM
  • Chapter 45. Designing of DPA Resistant Circuit Using Secure Differential Logic Gates
  • Chapter 46. Efficient Algorithm for Web Search Query Reformulation Using Genetic Algorithm
  • Chapter 47. Throughput of a Network Shared by TCP Reno and TCP Vegas in Static Multi-hop Wireless Network
  • Chapter 48. A Pronunciation Rule-based Speech Synthesis Technique for Odia Numerals.

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