Progresses in Artificial Intelligence and Neural Systems 1st Edition by Anna Esposito, Marcos Faundez Zanuy, Francesco Carlo Morabito, Eros Pasero ISBN 9789811550928 9811550921

Progresses in Artificial Intelligence and Neural Systems 1st Edition by Anna Esposito, Marcos Faundez-Zanuy, Francesco Carlo Morabito, Eros Pasero – Ebook PDF Instant Download/Delivery: 9789811550928, 9811550921

Full download Progresses in Artificial Intelligence and Neural Systems 1st Edition  after payment

Product details:

ISBN 10: 9811550921

ISBN 13: 9789811550928 

Author: Anna Esposito, Marcos Faundez-Zanuy, Francesco Carlo Morabito, Eros Pasero

 This book provides an overview of the current advances in artificial intelligence and neural nets. Artificial intelligence (AI) methods have shown great capabilities in modelling, prediction and recognition tasks supporting human–machine interaction.
At the same time, the issue of emotion has gained increasing attention due to its relevance in achieving human-like interaction with machines. The real challenge is taking advantage of the emotional characterization of humans’ interactions to make computers interfacing with them emotionally and socially credible.
The book assesses how and to what extent current sophisticated computational intelligence tools might support the multidisciplinary research on the characterization of appropriate system reactions to human emotions and expressions in interactive scenarios. Discussing the latest recent research trends, innovative approaches and future challenges in AI from interdisciplinary perspectives, it is a valuable resource for researchers and practitioners in academia and industry. 

Table of contents: 

1. Towards Socially and Emotionally Believable ICT Interfaces

2. The Simplification Conspiracy

3. Passengers’ Emotions Recognition to Improve Social Acceptance of Autonomous Driving Vehicles

4. Road Type Classification Using Acoustic Signals: Deep Learning Models and Real-Time Implementation

5. Emotional Content Comparison in Speech Signal Using Feature Embedding

6. Efficient Data Augmentation Using Graph Imputation Neural Networks

7. Flexible Generative Adversarial Networks with Non-parametric Activation Functions

8. Low-Power Hardware Accelerator for Sparse Matrix Convolution in Deep Neural Network

9. Use of Deep Learning for Automatic Detection of Cracks in Tunnels

10. SoCNNet: An Optimized Sobel Filter Based Convolutional Neural Network for SEM Images Classification of Nanomaterials

11. Intent Classification in Question-Answering Using LSTM Architectures

12. A Novel Proof-of-Concept Framework for the Exploitation of ConvNets on Whole Slide Images

13. An Analysis of Word2Vec for the Italian Language

14. On the Role of Time in Learning

15. Preliminary Experiments on Thermal Emissivity Adjustment for Face Images

16. Psychological Stress Detection by 2D and 3D Facial Image Processing

17. Unsupervised Geochemical Analysis of the Eruptive Products of Ischia, Vesuvius and Campi Flegrei

18. A Novel System for Multi-level Crohn’s Disease Classification and Grading Based on a Multiclass Support Vector Machine

19. Preliminary Study on the Behavioral Traits Obtained from Signatures and Writing Using Deep Learning Algorithms

20. An Ensemble Based Classification Approach for Persian Sentiment Analysis

21. Insects Image Classification Through Deep Convolutional Neural Networks

22. A Nonlinear Autoencoder for Kinematic Synergy Extraction from Movement Data Acquired with HTC Vive Trackers

23. Neural Feature Extraction for the Analysis of Parkinsonian Patient Handwriting

24. Discovering Hierarchical Neural Archetype Sets

25. 1-D Convolutional Neural Network for ECG Arrhythmia Classification

26. Understanding Abstraction in Deep CNN: An Application on Facial Emotion Recognition

27. Exploration and Exploitation in Optimizing a Basic Financial Trading System: A Comparison Between FA and PSO Algorithms

28. SDOWA: A New OWA Operator for Decision Making

29. A Fuzzy Approach to Long-Term Care Benefit Eligibility; an Italian Case-Study

30. On Fuzzy Confirmation Measures of Fuzzy Association Rules

31. Q-Learning-Based Financial Trading: Some Results and Comparisons

32. Financial Literacy and Generation Y: Relationships Between Instruction Level and Financial Choices

33. A CNN Approach for Audio Classification in Construction Sites

34. Fault Detection in a Blower by Machine Learning-Based Vibrational Analysis

35. Quaternion Widely Linear Forecasting of Air Quality

36. Non-linear PCA Neural Network for EEG Noise Reduction in Brain-Computer Interface

37. Spam Detection by Machine Learning-Based Content Analysis

38. A Multimodal Deep Network for the Reconstruction of T2W MR Images

39. Facial Emotion Recognition Skills and Measures in Children and Adolescents with Attention Deficit Hyperactivity Disorder (ADHD)

40. The Effect of Facial Expressions on Interpersonal Space: A Gender Study in Immersive Virtual Reality

41. Signals of Threat in Persons Exposed to Natural Disasters

42. Adults Responses to Infant Faces and Cries: Consistency Between Explicit and Implicit Measures

43. The Influence of Systemizing, Empathizing and Autistic Traits on Visuospatial Abilities

44. Investigating Perceptions of Social Intelligence in Simulated Human-Chatbot Interactions

45. Linguistic Evidence of Ageing in the Pratchett Canon

46. M-MS: A Multi-Modal Synchrony Dataset to Explore Dyadic Interaction in ASD

47. Computational Methods for the Assessment of Empathic Synchrony

48. The Structuring of the Self Through Relational Patterns of Movement Using Data from the Microsoft Kinect 2 to Study Baby-Caregiver Interaction

49. eLORETA Active Source Reconstruction Applied to HD-EEG in Alzheimer’s Disease

50. The Nodes of Treatment: A Pilot Study of the Patient-Therapist Relationship Through the Theory of Complex Systems

51. Modal Structure and Altered States of Consciousness

52. The Desiring Algorithm. The Sex Appeal of the Inorganic

People also search for:

types of neural networks in artificial intelligence
what is neuron in ai
types of ai systems
what is artificial neural network in artificial intelligence
progression of artificial intelligence

Tags: Anna Esposito, Marcos Faundez Zanuy, Francesco Carlo Morabito, Eros Pasero, Progresses, Artificial Intelligence, Neural Systems