Computational Intelligence in Data Mining—Volume 2 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, 411
• 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 Sensor Based Mechanism for Controlling Mobile Robots with ZigBee
• Chapter 2. A Two-warehouse Inventory Model with Exponential Demand under Permissible Delay in Payment
• Chapter 3. Effect of Outlier Detection on Clustering Accuracy and Computation Time of CHB K-means Algorithm
• Chapter 4. A Pragmatic Delineation on Cache Bypass Algorithm in Last Level Cache (LLC)
• Chapter 5. Effect of Physiochemical Properties on Classification Algorithms for Kinases Family
• Chapter 6. A Fuzzy Knowledge Based Sensor Node Appraisal Technique for Fault Tolerant Data Aggregation in Wireless Sensor Networks
• Chapter 7. A Novel Recognition of Indian Bank Cheques Using Feed Forward Neural Network
• Chapter 8. Resource Management and Performance Analysis of Model-Based Control System Software Engineering Using AADL
• Chapter 9. Performance Evaluation of Rule Learning Classifiers in Anomaly Based Intrusion Detection
• Chapter 10. Evaluation of Faculty Performance in Education System Using Classification Technique in Opinion Mining Based on GPU
• Chapter 11. A Constraint Based Question Answering over Semantic Knowledge Base
• Chapter 12. ACONN – A Multicast Routing Implementation
• Chapter 13. Artificial intelligence (AI) Based Object Classification Using Principal Images
• Chapter 14. Signature Verification Using Rough Set Theory Based Feature Selection
• Chapter 15. Protein Sequence Classification Based on N-gram and K-Nearest Neighbour Algorithm
• Chapter 16. Harmony Search Algorithm Based Optimal Tuning of Interline Power Flow Controller for Congestion Management
• Chapter 17. Investigation of Broadband Characteristics of Circularly Polarized Spidron Fractal Slot Antenna Arrays for Wireless Application
• Chapter 18. A Fuzzy Logic Based Finite Element Analysis for Structural Design of a 6 Axis Industrial Robot
• Chapter 19. The Design and Development of Controller Software for ScanDF Receiver Subsystem (Simulator) Using Embedded RTOS
• Chapter 20. Problem Solving Process for Euler Method by Using Object Oriented Design Method
• Chapter 21. Intelligent TCSC for Enhancement of Voltage Stability and Power Oscillation Damping of an Off Grid
• Chapter 22. Weighted Matrix Based Reversible Data Hiding Scheme Using Image Interpolation
• Chapter 23. Enhanced iLEACH Using ACO Based Inter-cluster Data Aggregation
• Chapter 24. Evaluating Seed Germination Monitoring System By Application of Wireless Sensor Networks: A Survey
• Chapter 25. A FLANN Based Non-linear System Identification for Classification and Parameter Optimization Using Tournament Selective Harmony Search
• Chapter 26. Heart Disease Prediction System Evaluation Using C4.5 Rules and Partial Tree
• Chapter 27. Prediction Strategy for Software Reliability Based on Recurrent Neural Network
• Chapter 28.< A New Approach to Fuzzy Soft Set Theory and Its Application in Decision Making
• Chapter 29. Design of Optimized Multiply Accumulate Unit Using EMBR Techniques for Low Power Applications
• Chapter 30. Decrease in False Assumption for Detection Using Digital Mammography
• Chapter 31. Test Case Prioritization Using Association Rule Mining and Business Criticality Test Value
• Chapter 32. Nearest neighbour with priority Based Recommendation Approach to Group Recommender System
• Chapter 33. Image Super Resolution Reconstruction Using Wavelet Transformation Based Genetic Algorithm
• Chapter 34. Implementation of Operating System Selection Using AHP-Entropy Model
• Chapter 35. Modified Firefly Algorithm (MFA) Based Vector Quantization for Image Compression
• Chapter 36. Performance Analysis of Selected Data Mining Algorithms on Social Network Data and Discovery of User Latent Behavior
• Chapter 37. DE Optimized PID Controller with Derivative Filter for AGC of Interconnected Restructured Power System
• Chapter 38. Opposition-based GA Learning of Artificial Neural Networks for Financial Time Series Forecasting
• Chapter 39. Evolving Low Complex Higher Order Neural Network Based Classifiers for Medical Data Classification
• Chapter 40. Analysis of ECG Signals Using Advanced Wavelet Filtering Approach
• Chapter 41. Fast Multiplication with Partial Products Using Quaternary Signed Digit Number System
• Chapter 42. A Mathematical Model for Optimization of Perishable Resources with Uniform Decay
• Chapter 43. Server Consolidation with Minimal SLA Violations
• Chapter 44. Predicting Consumer Loads for Improved Power Scheduling in Smart Homes
• Chapter 45. Prevention of Wormhole Attack Using Identity Based Signature Scheme in MANET
• Chapter 46. Optimization of Surface Grinding Process Using Jaya Algorithm
• Chapter 47. BITSMSSC: Brain Image Tomography Using SOM with Multi SVM Sigmoid Classifier
• Chapter 48. Non-Linear Classification Using Higher Order Pi-Sigma Neural Network and Improved Particle Swarm Optimization: An Experimental Analysis. .