Applications of Intelligent Systems
eBook - PDF

Applications of Intelligent Systems

Proceedings of the 1st International APPIS Conference 2018

  1. 370 pages
  2. English
  3. PDF
  4. Available on iOS & Android
eBook - PDF

Applications of Intelligent Systems

Proceedings of the 1st International APPIS Conference 2018

About this book

The deployment of intelligent systems to tackle complex processes is now commonplace in many fields from medicine and agriculture to industry and tourism. This book presents scientific contributions from the 1st International Conference on Applications of Intelligent Systems (APPIS 2018) held at the Museo Elder in Las Palmas de Gran Canaria, Spain, from 10 to 12 January 2018. The aim of APPIS 2018 was to bring together scientists working on the development of intelligent computer systems and methods for machine learning, artificial intelligence, pattern recognition, and related techniques with an emphasis on their application to various problems. The 34 peer-reviewed papers included here cover an extraordinarily wide variety of topics – everything from semi-supervised learning to matching electro-chemical sensor information with human odor perception – but what they all have in common is the design and application of intelligent systems and their role in tackling diverse and complex challenges. The book will be of particular interest to all those involved in the development and application of intelligent systems.

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Yes, you can access Applications of Intelligent Systems by N. Petkov,N. Strisciuglio,C.M. Travieso-González,Carlos M. Travieso-González in PDF and/or ePUB format, as well as other popular books in Computer Science & Artificial Intelligence (AI) & Semantics. We have over one million books available in our catalogue for you to explore.

Table of contents

  1. Title Page
  2. Preface
  3. Contents
  4. Predicting Slaughter Weight in Pigs with Regression Tree Ensembles
  5. Person Identification with Retinal Fundus Biometric Analysis Using COSFIRE Filters
  6. Semi-Supervised Learning for Spanish Speech Recognition Using Deep Neural Networks
  7. Coefficient Thresholding in the Gradient Reconstruction Algorithm for Signals Sparse in the Hermite Transform Basis
  8. Application of Super-Resolution Techniques to Transmission Electron Microscopy Images
  9. Distances Between Tensor Subspaces
  10. Application of Directional Statistics to Classification of Three-Channel Colour Images
  11. Detection of Globular Clusters in the Halo of Milky Way
  12. Real-Time First Person Perspective Tracking and Feedback System for Weapon Practice Support in Fencing
  13. Trimbot Cutting Tools and Manipulator
  14. Visual Search and Recognition for Robot Task Execution and Monitoring
  15. Probabilistic Estimation of the Gas Source Location in Indoor Environments by Combining Gas and Wind Observations
  16. Analysis of Data from the Industrial Machinery Within the Hot Rolling Process for Predictive Maintenance
  17. Toward the Generation of Smell Maps: Matching Electro-Chemical Sensor Information with Human Odor Perception
  18. The Four-Dimensional Instructional Design Approach in the Perspective of Human-Computer Interactions
  19. Variational Method for Multiresolution Image Registration
  20. Simulated Autonomous Driving on Realistic Road Networks Using Deep Reinforcement Learning
  21. Text Mining - A Key Lynchpin in the Investment Process: A Survey
  22. Automatic Segmentation of Indoor and Outdoor Scenes from Visual Lifelogging
  23. Towards Egocentric Person Re-Identification and Social Pattern Analysis
  24. A User Model Ontology for Adaptive Systems in Cultural Tourism Domain
  25. On Leveraging Facial Emotion Recognition Techniques in Personalized Recommendations
  26. Ten Questions to Define Energy Intelligent Buildings
  27. Low-Power Appliance Recognition Using Recurrent Neural Networks
  28. Neuro-Immune Algorithm for Embedded Real-Time Control System in Transport Safety Tasks
  29. Internet of Things, Blockchain and Intelligent Systems: The Primary Role of Data Protection
  30. Visualising the Topological Structure of Health-Related Message Board User Networks
  31. Machine Learning Based Analysis of FDG-PET Image Data for the Diagnosis of Neurodegenerative Diseases
  32. Optical Flow Group-Parameter Reconstruction from Multi-Channel Image Sequences
  33. Scale-Iterative Optical Flow Reconstruction from Multi-Channel Image Sequences
  34. Exploring Different Normalization and Classification Approaches for Mammography Analysis with CNNs
  35. Computational Model Exploration of Stimulation Based Paradigm for Detection of Epileptic Systems
  36. Adaptive Threshold Based Automated Identification of Severity of Diabetic Macular Edema from Retinal Images
  37. An Imaging Algorithm for Rotation Invariant Automated Macula Localization in Digital Fundus Images
  38. Subject Index
  39. Author Index