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Advances in integrations of intellig...

International Workshop on Combinations of Intelligent Methods and Applications (2018 :)

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Advances in integrations of intelligent methods = post-workshop volume of the 8th International Workshop CIMA 2018, Volos, Greece, November 2018 (in conjunction with IEEE ICTAI 2018) /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Advances in integrations of intelligent methods/ edited by Ioannis Hatzilygeroudis, Isidoros Perikos, Foteini Grivokostopoulou.
其他題名:	post-workshop volume of the 8th International Workshop CIMA 2018, Volos, Greece, November 2018 (in conjunction with IEEE ICTAI 2018) /
其他作者:	Hatzilygeroudis, Ioannis.
團體作者:	International Workshop on Combinations of Intelligent Methods and Applications
出版者:	Singapore :Springer Singapore : : 2020.,
面頁冊數:	xiv, 161 p. :ill., digital ;24 cm.
內容註:	Aligning Learning Materials and Assessment with Course Learning Outcomes in MOOCs using Data Mining Techniques -- Edge-Centric Queries Stream Management based on an Ensemble Model -- Bitcoin Price Prediction Combining Data and Text Mining -- Towards New Evaluation Metrics for Relational Learning -- Color Models for Skin Lesions Classification from Dermatoscopic Images -- Methods of Statistical Analysis and Machine Learning for the Evaluation of Generated Hardware and Firmware Designs -- Genetic Algorithms for Creating Large Job Shop Dispatching Rules.
Contained By:	Springer eBooks
標題:	Artificial intelligence - Congresses. -
電子資源:	https://doi.org/10.1007/978-981-15-1918-5
ISBN:	9789811519185

Advances in integrations of intelligent methods = post-workshop volume of the 8th International Workshop CIMA 2018, Volos, Greece, November 2018 (in conjunction with IEEE ICTAI 2018) /
Advances in integrations of intelligent methodspost-workshop volume of the 8th International Workshop CIMA 2018, Volos, Greece, November 2018 (in conjunction with IEEE ICTAI 2018) /[electronic resource] :edited by Ioannis Hatzilygeroudis, Isidoros Perikos, Foteini Grivokostopoulou. - Singapore :Springer Singapore :2020. - xiv, 161 p. :ill., digital ;24 cm. - Smart innovation, systems and technologies,v.1702190-3018 ;. - Smart innovation, systems and technologies ;v.170..

Aligning Learning Materials and Assessment with Course Learning Outcomes in MOOCs using Data Mining Techniques -- Edge-Centric Queries Stream Management based on an Ensemble Model -- Bitcoin Price Prediction Combining Data and Text Mining -- Towards New Evaluation Metrics for Relational Learning -- Color Models for Skin Lesions Classification from Dermatoscopic Images -- Methods of Statistical Analysis and Machine Learning for the Evaluation of Generated Hardware and Firmware Designs -- Genetic Algorithms for Creating Large Job Shop Dispatching Rules.

This book presents a number of research efforts in combining AI methods or techniques to solve complex problems in various areas. The combination of different intelligent methods is an active research area in artificial intelligence (AI), since it is believed that complex problems can be more easily solved with integrated or hybrid methods, such as combinations of different soft computing methods (fuzzy logic, neural networks, and evolutionary algorithms) among themselves or with hard AI technologies like logic and rules; machine learning with soft computing and classical AI methods; and agent-based approaches with logic and non-symbolic approaches. Some of the combinations are already extensively used, including neuro-symbolic methods, neuro-fuzzy methods, and methods combining rule-based and case-based reasoning. However, other combinations are still being investigated, such as those related to the semantic web, deep learning and swarm intelligence algorithms. Most are connected with specific applications, while the rest are based on principles.

ISBN: 9789811519185

Standard No.: 10.1007/978-981-15-1918-5doiSubjects--Topical Terms:

606815
Artificial intelligence
--Congresses.

LC Class. No.: Q334

Dewey Class. No.: 006.3

Advances in integrations of intelligent methods = post-workshop volume of the 8th International Workshop CIMA 2018, Volos, Greece, November 2018 (in conjunction with IEEE ICTAI 2018) /
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