Combinations of Intelligent Methods and Applications - Proceedings of the 4th International Workshop, CIMA 2014, Limassol, Cyprus, November 2014 (at ICTAI 2014)

This volumeincludes extended and revised versions of the papers presented at the 4^thWorkshop on "Combinations of Intelligent Methods and Applications" (CIMA 2014) whichwas intended to become a forum for exchanging experience and ideas amongresearchers and practitioners dealing with combinations of differentintelligent methods in Artificial Intelligence. The aim is to create integratedor hybrid methods that benefit from each of their components. Some of theexisting presented efforts combine soft computing methods (fuzzy logic, neuralnetworks and genetic algorithms). Another stream of efforts integrates case-basedreasoning or machine learning with soft-computing methods. Some of thecombinations have been more widely explored, like neuro-symbolic methods,neuro-fuzzy methods and methods combining rule-based and case-based reasoning.CIMA 2014 was held in conjunction with the 26^th IEEE InternationalConference on Tools with Artificial Intelligence (ICTAI2014). 

Sommario

Evolutionary Landscape and Management of Population Diversity.- ProbabilisticPlanning in AgentSpeak Using the POMDP -Framework.- Ant-BasedSystem Analysis on the Traveling Salesman Problem Under Real_World Settings.- VerifyingCompliance for Business Process Logs with a Hybrid Logic Model Checker.- SmarterElectricity and Argumentation Theory.- Online Argumentation-based Platformfor Recommending Medical Literature.- Medical Image Processing:A brief Survey and a New Theoretical Hybrid ACO Model.- SmokeDetection in Environmental Regions byMeans of Computer Vision.

Riassunto

This volume
includes extended and revised versions of the papers presented at the 4^th
Workshop on “Combinations of Intelligent Methods and Applications” (CIMA 2014) which
was intended to become a forum for exchanging experience and ideas among
researchers and practitioners dealing with combinations of different
intelligent methods in Artificial Intelligence. The aim is to create integrated
or hybrid methods that benefit from each of their components. Some of the
existing presented efforts combine soft computing methods (fuzzy logic, neural
networks and genetic algorithms). Another stream of efforts integrates case-based
reasoning or machine learning with soft-computing methods. Some of the
combinations have been more widely explored, like neuro-symbolic methods,
neuro-fuzzy methods and methods combining rule-based and case-based reasoning.
CIMA 2014 was held in conjunction with the 26^th IEEE International
Conference on Tools with Artificial Intelligence (ICTAI2014). 

Dettagli sul prodotto

• Con la collaborazione di: Ioannis Hatzilygeroudis (Editore), Vasil Palade (Editore), Vasile Palade (Editore), Jim Prentzas (Editore)
• Editore: Springer, Berlin
• Lingue: Inglese
• Formato: Copertina rigida
• Pubblicazione: 01.01.2016
• EAN: 9783319268583
• ISBN: 978-3-31-926858-3
• Pagine: 151
• Dimensioni: 161 mm x 244 mm x 14 mm
• Peso: 362 g
• Illustrazioni: IX, 151 p. 57 illus., 41 illus. in color.
• Serie: Smart Innovation, Systems and Technologies; Smart Innovation, Systems and Technologies
• Categorie: Scienze naturali, medicina, informatica, tecnica > Tecnica > Tematiche generali, enciclopedie; C, Artificial Intelligence, engineering, Computational Intelligence, Intelligent Systems, Integrated Intelligent Systems, Hybrid Intelligent Systems, Hybrid Intelligent Techniques, Hybrid Knowledge Representation, ICTAI 2014 Limassol, ICTAI 2014