Neuroscience and Computational Intelligence

Erscheinungsjahr 2021
ISBN: 978-1-77469-177-9
Verlag: Arcler Press

Buch, Englisch, 485 Seiten, Hardback, Format (B × H): 152 mm x 229 mm

This book covers different topics from neuroscience and computational intelligence, including semantic and concept modeling, general neuroscience topics, reasoning and knowledge modeling, and topics from clinical neuroscience. Section 1 focuses on semantic and concept modeling, describing automatic concept extraction in semantic summarization process, a further analysis of taxonomic links in conceptual modelling, a general knowledge representation model of concepts, intelligent information access based on logical semantic binding method, and automatic concept extraction in semantic summarization process. Section 2 focuses on general neuroscience topics, describing the philosophy and neuroscience movement, the creativity as central to critical reasoning and the facilitative role of moral education, the information infrastructure for cooperative research in neuroscience, and computational intelligence and neuroscience in neurorobotics. Section 3 focuses on reasoning and knowledge modeling, describing knowledge representation in a proof checker for logic programs, episodic reasoning for vision-based human action recognition, a knowledge representation formalism for semantic business process management, and gaining knowledge from imperfect data. Section 4 focuses on clinical neuroscience, describing neuroscience and unconscious processes, validating new technologies to treat depression, pain and the feeling of sentient beings, Alzheimer's disease as an adaptability disorder and what role does happiness have in treatment, management and prevention, as well as how neuroscience relates to hearing aid amplification and social cognition through the lens of cognitive and clinical neuroscience.

Autoren/Hrsg.

Pehcevski, Jovan

Fachgebiete

• Mathematik | Informatik EDV | Informatik EDV & Informatik Allgemein

Inhaltsverzeichnis

Section 1: Semantic and Conceptual Modeling - Chapter 1 Automatic Concept Extraction in Semantic Summarization Process
- Chapter 2 That IS-IN Isn’t IS-A: A Further Analysis of Taxonomic Links in Conceptual Modelling
- Chapter 3 A General Knowledge Representation Model of Concepts
- Chapter 4 Intelligent Information Access Based on Logical Semantic Binding Method

Section 2: General Neuroscience Topics - Chapter 5 The Philosophy and Neuroscience Movement
- Chapter 6 Creativity as Central to Critical Reasoning and the Facilitative Role of Moral Education: Utilizing Insights from Neuroscience
- Chapter 7 Information Infrastructure for Cooperative Research in Neuroscience
- Chapter 8 Computational Intelligence and Neuroscience in Neurorobotics

Section 3: Reasoning and Knowledge Modeling - Chapter 9 Knowledge Representation in a Proof Checker for Logic Programs
- Chapter 10 Episodic Reasoning for Vision-Based Human Action Recognition
- Chapter 11 A Knowledge Representation Formalism for Semantic Business Process Management
- Chapter 12 Knowledge in Imperfect Data

Section 4: Clinical Neuroscience - Chapter 13 Neuroscience, Unconscious processes: Clinical Applications
- Chapter 14 Validating New Technologies to Treat Depression, Pain and The Feeling of Sentient Beings: A Reply to “Neuroscience for The Soul”
- Chapter 15 Erratum to “Is Alzheimer’s Disease an Adaptability Disorder? What Role Does Happiness Have in Treatment, Management and Prevention” [World Journal of Neuroscience 5 (2015) 180-188]
- Chapter 16 How Neuroscience Relates to Hearing Aid Amplification
- Chapter 17 Social Cognition Through the Lens of Cognitive and Clinical Neuroscience

Über Autor(innen)

Jovan obtained his PhD in Computer Science from RMIT University in Melbourne, Australia in 2007. His research interests include big data, business intelligence and predictive analytics, data and information science, information retrieval, XML, web services and service-oriented architectures, and relational and NoSQL database systems. He has published over 30 journal and conference papers and he also serves as a journal and conference reviewer. He is currently working as a Dean and Associate Professor at European University in Skopje, Macedonia.