Intelligent Engineering Informatics Proceedings of the 6th International Conference on FICTA /

This book presents the proceedings of the 6th International Conference on Frontiers of Intelligent Computing: Theory and Applications (FICTA 2017), held in Bhubaneswar, Odisha. The event brought together researchers, scientists, engineers, and practitioners to exchange their new ideas and experience...

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Médium: Elektronický zdroj E-kniha
Jazyk:angličtina
Vydáno: Singapore : Springer Singapore , 2018.
Vydání:1st ed. 2018.
Edice:Advances in Intelligent Systems and Computing, 695
Témata:
Computational intelligence.
Artificial intelligence.
Computational complexity.
Microprogramming .
Mobile computing.
ISBN:9789811075667
ISSN:2194-5357 ;
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Obsah:
  • 1. Assessment of Integrity Auditing Protocols for Outsourced Big Data
  • 2. A New Term Weight Measure for Gender Prediction in Author Profiling
  • 3. Image Encryption Based on Arnold Cat Map and GA operator.
  • 4. SVM Based Method for Identification and Recognition of Faces by using Feature Distances
  • 5. Content-Aware Reversible Data Hiding: Urhs
  • 6. Application of TF-IDF Feature for Categorizing Documents of Online Bangla Web Text Corpus
  • 7. An Ensemble Learning based Bangla Phoneme Recognition System using LPCC-2 Features
  • 8. Solving Uncapacitated Facility Location Problem Using Monkey Algorithm
  • 9. AISLDr: Artificial Intelligent Self-Learning Doctor
  • 10. Kernel-Based Naive Bayes Classifier For Medical Predictions
  • 11. AKM - Augmentation Of K-Means Clustering Algorithm for Big Data
  • 12. Face Recognition Using Local Binary Pattern-Blockwise Method
  • 13. Social Group Optimization (SGO) for Clustering in Wireless Sensor Networks
  • 14. Implementation of High Performance Floating Point Divider using Pipeline Architecture on FPGA
  • 15. GA_DTNB: A Hybrid Classifier for Medical Data Diagnosis
  • 16. Applications of Spiking Neural Network to Predict Software Reliability
  • 17. An Optimized Rendering Solution for Ranking Heterogeneous VM Instances
  • 18. Gender prediction in Author Profiling using ReliefF Feature Selection Algorithm
  • 19. Optimal Coordination of Overcurrent Relays using Simulated Annealing and Brute Force Algorithms
  • 20. The Close-Loop Antenna Array Control System For Automatic Optimization in LTE and 3G Network
  • 21. Tumour Classification in Graph-Cut Segmented Mammograms using GLCM Features fed SVM
  • 22. Improving Feature Selection using Elite Breeding QPSO on Gene dataset for Cancer Classification
  • 23. Epileptic Seizure Mining Via Novel Empirical Wavelet Feature with J48 and KNN Classifier
  • 24. Gallbladder Shape Estimation using Tree Seed Optimization tuned Radial Basis Function Network for Assessment of Acute Cholecystitis
  • 25. Materialized View Selection using Backtracking Search Optimization Algorithm
  • 26. Fractal coding for texture, satellite and gray scale images to reduce searching time and complexity
  • 27. Hybrid Genetic Algorithm Differential Evolution Approach for Localization in WSN
  • 28. Local Tetra Pattern Based Fruit Grading Using Different Classifiers
  • 29. An Integrated Approach Incorporating Non Linear Dynamics and Machine Learning for Predictive Analytics and Delving Causal Interaction
  • 30. Adaptive Channel Equalization using Decision Directed & Dispersion Minimising Equalizers trained by Variable Step size Firefly Algorithm
  • 31. A Study on Wrapper Based Feature Selection Algorithm for Leukemia Dataset
  • 32. Wind Converter Monitoring Using ANN
  • 33. Analysis and Prototype Sequences of Face Recognition Techniques in Real time Picture Processing
  • 34. Closed-set Text-independent Automatic Speaker Recognition System using VQ/GMM
  • 35. Differential Evolution based Sensor Allocation for Target Tracking Application in Sensor-Cloud
  • 36. Design & Analysis of Kite for Producing Power up to 2.6 Watts
  • 37. RSSI based Posture Identification for Repeated and Continuous Motions in Body Area Network
  • 38. Old Age Health Risk Prediction And Maintenance Via IoT devices and Artificial Neural Network
  • 39. Computational intelligence based Chaotic Time series Prediction using Evolved Neural Network
  • 40. Intelligent and Integrated Books Recommendation and Best Price Identifier System using Machine Learning
  • 41. Online Handwritten Bangla Character Recognition using CNN: A Deep Learning Approach
  • 42. A Study on Clustering Algorithms for Large, Unstructured and Semi- structured Data
  • 43. A chaotic steganography method using Ant Colony Optimization
  • 44. Gene Selection for Diagnosis of Cancer in Microarray Data using Memetic Algorithm
  • 45. Handwritten Bangla City Name Recognition using Shape-Context Feature
  • 46. Driver Safety Approach Using Efficient Image Processing Algorithms for Driver Distraction Detection and Alerting
  • 47. Feature Selection using Histogram based Multi-Objective GA for Handwritten Devanagari Numeral Recognition
  • 48. Extended Kalman Filter for GPS Receiver Position Estimation
  • 49. Energy Detection based Spectrum Sensing for AWGN and MIMO Wireless Channel
  • 50. Spectrum Sensing using Matched Filter Detection
  • 51. Multi-Antenna system Performance under ICSIT and ICSIR channel conditions
  • 52. Cloud Adoption: A Future Road MAP for Indian SMEs
  • 53. A Computational Intelligent Learning Architecture in Cloud Environment
  • 54. Performance Scrutiny of Source and Drain Engineered Dual-Material Double-Gate (DMDG) SOI MOSFET with Various High-k
  • 55. Analysis of N + N - Epi-Source Asymmetric Double Gate FD-SOI MOSFET
  • 56. Solar Tracking for Optimizing Conversion Efficiency Using ANN
  • 57. Human Gesture Recognition in Still Images using GMM Approach
  • 58. Design of Rate 3/4, 16 States, 16 PSK, Trellis Coded Modulation Code for AWGN Channel
  • 59. Baseline Correction in EMG Signals using Mathematical Morphology and Canonical Correlation Analysis
  • 60. Measuring discharge using Back propagation neural network: a case study on Brahmani river basin
  • 61. Prediction of suspended sediment load using Radial basis neural network
  • 62. A Hybrid Task scheduling approach based on Genetic Algorithm and Particle Swarm Optimization technique in Cloud Environment
  • 63. Segmentation of Edema in HGG MR Images using Convolutional Neural Networks
  • 64. Real Time Sign Language Gesture (Word) Recognition from Video Sequences Using CNN and RNN
  • 65. Application of Soft Computing in Crop Management
  • 66. A Hybrid Shadow Removal Algorithm for Vehicle Classification in Traffic Surveillance System
  • 67. Real-time Analysis of a Non Linear State Observer with Improved Disturbance Compensation for Sensorless Induction Motor.

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