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

• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Άλλοι συγγραφείς: Behera, Himansu Sekhar (Επιμελητής έκδοσης), Mohapatra, Durga Prasad (Επιμελητής έκδοσης)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: New Delhi : Springer India : Imprint: Springer, 2016.
• Σειρά: Advances in Intelligent Systems and Computing, 410
• Θέματα: Engineering.; Data mining.; Computers.; Computational intelligence.; Computational Intelligence.; Data Mining and Knowledge Discovery.; Computing Methodologies.

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...

Πίνακας περιεχομένων:

• 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.