| Título : |
Intelligent Engineering Informatics : Proceedings of the 6th International Conference on FICTA |
| Tipo de documento: |
documento electrónico |
| Autores: |
Bhateja, Vikrant, ; Coello Coello, Carlos A., ; Satapathy, Suresh Chandra, ; Pattnaik, Prasant Kumar, |
| Mención de edición: |
1 ed. |
| Editorial: |
Singapore [Malasya] : Springer |
| Fecha de publicación: |
2018 |
| Número de páginas: |
XX, 671 p. |
| ISBN/ISSN/DL: |
978-981-10-7566-7 |
| Nota general: |
Libro disponible en la plataforma SpringerLink. Descarga y lectura en formatos PDF, HTML y ePub. Descarga completa o por capítulos. |
| Palabras clave: |
Teorías no lineales Estructuras de control y microprogramación Sistemas Dinámicos Aplicados Inteligencia artificial Inteligencia Computacional Microprogramación Dinámica Informática móvil |
| Índice Dewey: |
006.3 Inteligencia artificial |
| Resumen: |
Este libro presenta las actas de la VI Conferencia Internacional sobre las Fronteras de la Computación Inteligente: Teoría y Aplicaciones (FICTA 2017), celebrada en Bhubaneswar, Odisha. El evento reunió a investigadores, científicos, ingenieros y profesionales para intercambiar sus nuevas ideas y experiencias en el ámbito de las teorías de la computación inteligente con posibles aplicaciones en diversas disciplinas de la ingeniería. El libro está dividido en dos volúmenes: Ciencias de la Información y la Decisión, e Informática de Ingeniería Inteligente. Este volumen cubre amplias áreas de la informática de ingeniería inteligente, con artículos que exploran los aspectos teóricos y prácticos de diversas áreas como ANN y algoritmos genéticos, interacción persona-computadora, optimización del control inteligente, sistemas inteligentes de aprendizaje electrónico, aprendizaje automático, computación móvil, multi -sistemas de agentes, etc. El libro también ofrece un recurso valioso para estudiantes de posgrado en diversas disciplinas de ingeniería. |
| Nota de contenido: |
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 FloatingPoint 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 inEMG 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. |
| En línea: |
https://link-springer-com.biblioproxy.umanizales.edu.co/referencework/10.1007/97 [...] |
| Link: |
https://biblioteca.umanizales.edu.co/ils/opac_css/index.php?lvl=notice_display&i |
Intelligent Engineering Informatics : Proceedings of the 6th International Conference on FICTA [documento electrónico] / Bhateja, Vikrant, ; Coello Coello, Carlos A., ; Satapathy, Suresh Chandra, ; Pattnaik, Prasant Kumar, . - 1 ed. . - Singapore [Malasya] : Springer, 2018 . - XX, 671 p. ISBN : 978-981-10-7566-7 Libro disponible en la plataforma SpringerLink. Descarga y lectura en formatos PDF, HTML y ePub. Descarga completa o por capítulos.
| Palabras clave: |
Teorías no lineales Estructuras de control y microprogramación Sistemas Dinámicos Aplicados Inteligencia artificial Inteligencia Computacional Microprogramación Dinámica Informática móvil |
| Índice Dewey: |
006.3 Inteligencia artificial |
| Resumen: |
Este libro presenta las actas de la VI Conferencia Internacional sobre las Fronteras de la Computación Inteligente: Teoría y Aplicaciones (FICTA 2017), celebrada en Bhubaneswar, Odisha. El evento reunió a investigadores, científicos, ingenieros y profesionales para intercambiar sus nuevas ideas y experiencias en el ámbito de las teorías de la computación inteligente con posibles aplicaciones en diversas disciplinas de la ingeniería. El libro está dividido en dos volúmenes: Ciencias de la Información y la Decisión, e Informática de Ingeniería Inteligente. Este volumen cubre amplias áreas de la informática de ingeniería inteligente, con artículos que exploran los aspectos teóricos y prácticos de diversas áreas como ANN y algoritmos genéticos, interacción persona-computadora, optimización del control inteligente, sistemas inteligentes de aprendizaje electrónico, aprendizaje automático, computación móvil, multi -sistemas de agentes, etc. El libro también ofrece un recurso valioso para estudiantes de posgrado en diversas disciplinas de ingeniería. |
| Nota de contenido: |
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 FloatingPoint 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 inEMG 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. |
| En línea: |
https://link-springer-com.biblioproxy.umanizales.edu.co/referencework/10.1007/97 [...] |
| Link: |
https://biblioteca.umanizales.edu.co/ils/opac_css/index.php?lvl=notice_display&i |
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