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Intelligent Decision Technologies 2019 = proceedings of the 11th KES International Conference on Intelligent Decision Technologies (KES-IDT 2019). Volume 1 /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Intelligent Decision Technologies 2019/ edited by Ireneusz Czarnowski, Robert J. Howlett, Lakhmi C. Jain.
其他題名:	proceedings of the 11th KES International Conference on Intelligent Decision Technologies (KES-IDT 2019)
其他作者:	Czarnowski, Ireneusz.
團體作者:	KES International.
出版者:	Singapore :Springer Singapore : : 2020.,
面頁冊數:	xxiii, 354 p. :ill., digital ;24 cm.
內容註:	Supporting Creation of FAQ Dataset for E-learning Chatbot -- Predicting Expected Profit in On-Going Peer-to-Peer Loans with Survival Analysis Based Profit Scoring -- On Developing a Framework for Knowledge-based Learning Indicator System in the Context of Learning Analytic -- Decision-making Support Using Nonmonotonic Probabilistic Reasoning -- Practical Application of the SIML Estimation of Covariance, Correlation and Hedging Ratio with High-Frequency Financial Data -- Stimulation of Horizontally Polarized Transverse Waves with the Help of Electromagnetic-Acoustic Transducer -- Fuzzy Cognitive Modeling: Theoretical and Practical Considerations -- Fuzzy Cognitive Maps: a Business Intelligence Discussion -- IVIFCM-TOPSIS for Bank Credit Risk Assessment -- Intelligent Diagnosis of Discrete-Event Systems with Preprocessing of Critical Scenarios -- Multiagent-based Decision Support Systems in Smart Microgrids -- Modelling Loss Given Default in Peer-to-Peer Lending using Random Forests -- Identifying Images with Ladders using Deep CNN Transfer Learning -- Syntax and Semantics Based Decision Making The Case of Music Information Processing -- Mining Incomplete Data - A Comparison of Concept and New Global Probabilistic Approximations -- Apache Spark as a Tool for Parallel Population-Based Optimization -- A GIS for Data Mining in Seismic Microzonation Studies -- Gene Expression Programming Classifier with Concept Drift Detection Based on Fishers Exact Test -- Experimental Evaluation of A-Teams Solving Resource Availability Cost Problem -- Text Classification using LDA-W2V Hybrid Algorithm -- Smartphone-Based Drivers Context Recognition -- Towards an Automated Assessment of Musculoskeletal Insufficiencies -- Regulatory Information Management Systems, as a Means for Ensuring the Pharmaceutical Data Continuity and Risk Management -- DMRA-MCP: A Distributed Map Reduce Applications Deployments in a Multi-Clouds Platform Based on Cloud Broker Architecture -- Integral Assessment of Efficiency of Scientific Research in Scientific Institutions of Russian Ministry of Health -- Functional Programming Patterns in JavaScript -- Measures to Design Secure Cyber-Physical Things -- Intrusion Detection in Wireless Sensor Networks by an Ensemble of Artificial Neural Networks -- Decision Support for Network Path Estimation via Automated Reasoning -- Knowledge Representation to Support Partially Automated Honeypot Analysis Based on Wireshark Packet Capture Files.
Contained By:	Springer eBooks
標題:	Decision making - Congresses. - Data processing -
電子資源:	https://doi.org/10.1007/978-981-13-8311-3
ISBN:	9789811383113

Intelligent Decision Technologies 2019 = proceedings of the 11th KES International Conference on Intelligent Decision Technologies (KES-IDT 2019). Volume 1 /
KES International.Symposium on Intelligent Decision TechnologiesMalta)2019 :

Intelligent Decision Technologies 2019proceedings of the 11th KES International Conference on Intelligent Decision Technologies (KES-IDT 2019)Volume 1 /[electronic resource] :edited by Ireneusz Czarnowski, Robert J. Howlett, Lakhmi C. Jain. - Singapore :Springer Singapore :2020. - xxiii, 354 p. :ill., digital ;24 cm. - Smart innovation, systems and technologies,v.1422190-3018 ;. - Smart innovation, systems and technologies ;v.142..

Supporting Creation of FAQ Dataset for E-learning Chatbot -- Predicting Expected Profit in On-Going Peer-to-Peer Loans with Survival Analysis Based Profit Scoring -- On Developing a Framework for Knowledge-based Learning Indicator System in the Context of Learning Analytic -- Decision-making Support Using Nonmonotonic Probabilistic Reasoning -- Practical Application of the SIML Estimation of Covariance, Correlation and Hedging Ratio with High-Frequency Financial Data -- Stimulation of Horizontally Polarized Transverse Waves with the Help of Electromagnetic-Acoustic Transducer -- Fuzzy Cognitive Modeling: Theoretical and Practical Considerations -- Fuzzy Cognitive Maps: a Business Intelligence Discussion -- IVIFCM-TOPSIS for Bank Credit Risk Assessment -- Intelligent Diagnosis of Discrete-Event Systems with Preprocessing of Critical Scenarios -- Multiagent-based Decision Support Systems in Smart Microgrids -- Modelling Loss Given Default in Peer-to-Peer Lending using Random Forests -- Identifying Images with Ladders using Deep CNN Transfer Learning -- Syntax and Semantics Based Decision Making The Case of Music Information Processing -- Mining Incomplete Data - A Comparison of Concept and New Global Probabilistic Approximations -- Apache Spark as a Tool for Parallel Population-Based Optimization -- A GIS for Data Mining in Seismic Microzonation Studies -- Gene Expression Programming Classifier with Concept Drift Detection Based on Fishers Exact Test -- Experimental Evaluation of A-Teams Solving Resource Availability Cost Problem -- Text Classification using LDA-W2V Hybrid Algorithm -- Smartphone-Based Drivers Context Recognition -- Towards an Automated Assessment of Musculoskeletal Insufficiencies -- Regulatory Information Management Systems, as a Means for Ensuring the Pharmaceutical Data Continuity and Risk Management -- DMRA-MCP: A Distributed Map Reduce Applications Deployments in a Multi-Clouds Platform Based on Cloud Broker Architecture -- Integral Assessment of Efficiency of Scientific Research in Scientific Institutions of Russian Ministry of Health -- Functional Programming Patterns in JavaScript -- Measures to Design Secure Cyber-Physical Things -- Intrusion Detection in Wireless Sensor Networks by an Ensemble of Artificial Neural Networks -- Decision Support for Network Path Estimation via Automated Reasoning -- Knowledge Representation to Support Partially Automated Honeypot Analysis Based on Wireshark Packet Capture Files.

The book presents a collection of peer-reviewed articles from the 11th KES International Conference on Intelligent Decision Technologies (KES-IDT-19), held Malta on 17-19 June 2019. The conference provided opportunities for the presentation of new research results and discussion about them. It was also an opportunity to generation of new ideas in the field of intelligent decision making. The range of topics explored is wide, and covers methods of classification, prediction, data analysis, decision support, modelling and many more in such areas as finance, cybersecurity, economy, health, management and transportation. The topics cover also problems of data science, signal processing and knowledge engineering.

ISBN: 9789811383113

Standard No.: 10.1007/978-981-13-8311-3doiSubjects--Topical Terms:

844619
Decision making
--Data processing--Congresses.

LC Class. No.: T58.62 / .K47 2019

Dewey Class. No.: 658.4030285

Intelligent Decision Technologies 2019 = proceedings of the 11th KES International Conference on Intelligent Decision Technologies (KES-IDT 2019). Volume 1 /
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