Recent Advances of Neural Network Models and Applications

Table of Contents

1. Altmetric Badge
   Book Overview
2. Altmetric Badge
   Chapter 1 Identifying Emergent Dynamical Structures in Network Models
3. Altmetric Badge
   Chapter 2 Experimental Guidelines for Semantic-Based Regularization
4. Altmetric Badge
   Chapter 3 A Preliminary Study on Transductive Extreme Learning Machines
5. Altmetric Badge
   Chapter 4 Avoiding the Cluster Hypothesis in SV Classification of Partially Labeled Data
6. Altmetric Badge
   Chapter 5 Learning Capabilities of ELM-Trained Time-Varying Neural Networks
7. Altmetric Badge
   Chapter 6 A Quality-Driven Ensemble Approach to Automatic Model Selection in Clustering
8. Altmetric Badge
   Chapter 7 An Adaptive Reference Point Approach to Efficiently Search Large Chemical Databases
9. Altmetric Badge
   Chapter 8 A Methodological Proposal for an Evolutionary Approach to Parameter Inference in MURAME-Based Problems
10. Altmetric Badge
    Chapter 9 Genetic Art in Perspective
11. Altmetric Badge
    Chapter 10 Proportionate Algorithms for Blind Source Separation
12. Altmetric Badge
    Chapter 11 Pupillometric Study of the Dysregulation of the Autonomous Nervous System by SVM Networks
13. Altmetric Badge
    Chapter 12 A Memristor Circuit Using Basic Elements with Memory Capability
14. Altmetric Badge
    Chapter 13 Effects of Pruning on Phase-Coding and Storage Capacity of a Spiking Network
15. Altmetric Badge
    Chapter 14 Predictive Analysis of the Seismicity Level at Campi Flegrei Volcano Using a Data-Driven Approach
16. Altmetric Badge
    Chapter 15 Robot Localization by Echo State Networks Using RSS
17. Altmetric Badge
    Chapter 16 An Object Based Analysis Applied to Very High Resolution Remote Sensing Data for the Change Detection of Soil Sealing at Urban Scale
18. Altmetric Badge
    Chapter 17 EEG Complexity Modifications and Altered Compressibility in Mild Cognitive Impairment and Alzheimer’s Disease
19. Altmetric Badge
    Chapter 18 Smart Home Task and Energy Resource Scheduling Based on Nonlinear Programming
20. Altmetric Badge
    Chapter 19 Data Fusion Using a Factor Graph for Ship Tracking in Harbour Scenarios
21. Altmetric Badge
    Chapter 20 Reinforcement Learning for Automated Financial Trading: Basics and Applications
22. Altmetric Badge
    Chapter 21 A Collaborative Filtering Recommender Exploiting a SOM Network
23. Altmetric Badge
    Chapter 22 SVM Tree for Personalized Transductive Learning in Bioinformatics Classification Problems
24. Altmetric Badge
    Chapter 23 Multi-Country Mortality Analysis Using Self Organizing Maps
25. Altmetric Badge
    Chapter 24 A Fuzzy Decision Support System for the Environmental Risk Assessment of Genetically Modified Organisms
26. Altmetric Badge
    Chapter 25 Adaptive Neuro-Fuzzy Inference Systems vs. Stochastic Models for Mortality Data
27. Altmetric Badge
    Chapter 26 Recent Approaches in Handwriting Recognition with Markovian Modelling and Recurrent Neural Networks
28. Altmetric Badge
    Chapter 27 Do Relationships Exist between Brain-Hand Language and Daily Function Characteristics of Children with a Hidden Disability?
29. Altmetric Badge
    Chapter 28 Corpus Linguistics and the Appraisal Framework for Retrieving Emotion and Stance – The Case of Samsung’s and Apple’s Facebook Pages
30. Altmetric Badge
    Chapter 29 Which Avatars Comfort Children?
31. Altmetric Badge
    Chapter 30 The Effects of Hand Gestures on Psychosocial Perception: A Preliminary Study
32. Altmetric Badge
    Chapter 31 The Influence of Positive and Negative Emotions on Physiological Responses and Memory Task Scores
33. Altmetric Badge
    Chapter 32 Mood Effects on the Decoding of Emotional Voices
34. Altmetric Badge
    Chapter 33 The Ascending Reticular Activating System
35. Altmetric Badge
    Chapter 34 Conversational Entrainment in the Use of Discourse Markers
36. Altmetric Badge
    Chapter 35 Language and Gender Effect in Decoding Emotional Information: A Study on Lithuanian Subjects
37. Altmetric Badge
    Chapter 36 Preliminary Experiments on Automatic Gender Recognition Based on Online Capital Letters
38. Altmetric Badge
    Chapter 37 End-User Design of Emotion-Adaptive Dialogue Strategies for Therapeutic Purposes
39. Altmetric Badge
    Chapter 38 Modulation of Cognitive Goals and Sensorimotor Actions in Face-to-Face Communication by Emotional States: The Action-Based Approach
40. Altmetric Badge
    Chapter 39 Investigating the Form-Function-Relation of the Discourse Particle “hm” in a Naturalistic Human-Computer Interaction
41. Altmetric Badge
    Chapter 40 Intended and Unintended Offence
42. Altmetric Badge
    Chapter 41 Conceptual Spaces for Emotion Identification and Alignment
43. Altmetric Badge
    Chapter 42 Emotions and Moral Judgment: A Multimodal Analysis
44. Altmetric Badge
    Chapter 43 Contextual Information and Reappraisal of Negative Emotional Events
45. Altmetric Badge
    Chapter 44 Deciding with (or without) the Future in Mind: Individual Differences in Decision-Making