Intelligent Systems and Soft Computing Prospects, Tools and Applications /

• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Άλλοι συγγραφείς: Azvine, Behnam (Επιμελητής έκδοσης, http://id.loc.gov/vocabulary/relators/edt), Azarmi, Nader (Επιμελητής έκδοσης, http://id.loc.gov/vocabulary/relators/edt), Nauck, Detlef D. (Επιμελητής έκδοσης, http://id.loc.gov/vocabulary/relators/edt)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2000.
• Έκδοση: 1st ed. 2000.
• Σειρά: Lecture Notes in Artificial Intelligence ; 1804
• Θέματα: Artificial intelligence.; Software engineering.; Computer communication systems.; Application software.; User interfaces (Computer systems).; Artificial Intelligence.; Software Engineering/Programming and Operating Systems.; Computer Communication Networks.; Software Engineering.; Information Systems Applications (incl. Internet).; User Interfaces and Human Computer Interaction.

 Artificial intelligence has, traditionally focused on solving human-centered problems like natural language processing or common-sense reasoning. On the other hand, for a while now soft computing has been applied successfully in areas like pattern recognition, clustering, or automatic control. The papers in this book explore the possibility of bringing these two areas together. This book is unique in the way it concentrates on building intelligent software systems by combining methods from diverse disciplines, such as fuzzy set theory, neuroscience, agent technology, knowledge discovery, and symbolic artificial intelligence. The first part of the book focuses on foundational aspects and future directions; the second part provides the reader with an overview of recently developed software tools for building flexible intelligent systems; the final section studies developed applications in various fields. 

 Section 1 - Prospects -- From Computing with Numbers to Computing with Words-From Manipulation of Measurements to Manipulation of Perceptions -- Bringing AI and Soft Computing Together: A Neurobiological Perspective -- Future Directions for Soft Computing -- Problems and Prospects in Fuzzy Data Analysis -- Soft Agent Computing: Towards Enhancing Agent Technology with Soft Computing -- Section 2 - Tools -- NEFCLASS-J - A JAVA-Based Soft Computing Tool -- Soft Computing for Intelligent Knowledge-Based Systems -- Advanced Fuzzy Clustering and Decision Tree Plug-Ins for DataEngineTM -- Section 3 - Applications -- The Intelligent Assistant: An Overview -- The YPA - An Assistant for Classified Directory Enquiries -- Intelligent Multimodal User Interface -- Communication Management: E-Mail and Telephone Assistants -- Time Management in the Intelligent Assistant -- Machine Interpretation of Facial Expressions -- Modelling Preferred Work Plans.