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ORCIDKES-IDT 2019: Malta
- Ireneusz Czarnowski, Robert J. Howlett, Lakhmi C. Jain:
Intelligent Decision Technologies 2019 - Proceedings of the 11th KES International Conference on Intelligent Decision Technologies (KES-IDT 2019), Volume 1, Malta, June 17-19, 2019. Smart Innovation, Systems and Technologies 142, Springer 2020, ISBN 978-981-13-8310-6
Main Track
- Yasunobu Sumikawa, Masaaki Fujiyoshi, Hisashi Hatakeyama
, Masahiro Nagai:
Supporting Creation of FAQ Dataset for E-Learning Chatbot. 3-13 - Ajay Byanjankar, Markus Viljanen:
Predicting Expected Profit in Ongoing Peer-to-Peer Loans with Survival Analysis-Based Profit Scoring. 15-26 - Rami Hodrob, Ahmed Ewais, Mohammed Maree:
On Developing a Framework for Knowledge-Based Learning Indicator System in the Context of Learning Analytics. 27-37 - Andrzej Szalas:
Decision-Making Support Using Nonmonotonic Probabilistic Reasoning. 39-51 - Hiroumi Misaki:
Practical Application of the SIML Estimation of Covariance, Correlation, and Hedging Ratio with High-Frequency Financial Data. 53-63 - Radda A. Iureva, Irina A. Tulkova, Alexey A. Margun, Sergey M. Vlasov, Artem S. Kremlev, Sergey D. Vasilkov, Andrey V. Volkov:
Stimulation of Horizontally Polarized Transverse Waves with the Help of Electromagnetic-Acoustic Transducer. 65-73
Decision Support Systems
- Gonzalo Nápoles, Jose L. Salmeron, Wojciech Froelich, Rafael Falcon, Maikel León Espinosa, Frank Vanhoenshoven, Rafael Bello, Koen Vanhoof:
Fuzzy Cognitive Modeling: Theoretical and Practical Considerations. 77-87 - Gonzalo Nápoles, Greg Van Houdt, Manal Laghmouch, Wouter Goossens, Quinten Moesen, Benoît Depaire:
Fuzzy Cognitive Maps: A Business Intelligence Discussion. 89-98 - Wojciech Froelich, Petr Hájek:
IVIFCM-TOPSIS for Bank Credit Risk Assessment. 99-108 - Nicola Bertoglio, Gianfranco Lamperti, Marina Zanella:
Intelligent Diagnosis of Discrete-Event Systems with Preprocessing of Critical Scenarios. 109-121 - Yamisleydi Salgueiro, Marco Rivera, Gonzalo Nápoles:
Multi-agent-Based Decision Support Systems in Smart Microgrids. 123-132 - Monika Papousková, Petr Hájek:
Modelling Loss Given Default in Peer-to-Peer Lending Using Random Forests. 133-141 - Gaurav Pandey, Arvind Baranwal, Alexander Semenov:
Identifying Images with Ladders Using Deep CNN Transfer Learning. 143-153 - Wladyslaw Homenda, Mariusz Rybnik:
Syntax and Semantics-Based Decision-Making - The Case of Music Information Processing. 155-165 - Patrick G. Clark, Jerzy W. Grzymala-Busse, Teresa Mroczek, Rafal Niemiec:
Mining Incomplete Data - A Comparison of Concept and New Global Probabilistic Approximations. 167-178
Decision Techniques for Data Mining, Transportation and Project Management
- Piotr Jedrzejowicz, Izabela Wierzbowska:
Apache Spark as a Tool for Parallel Population-Based Optimization. 181-190 - Salvatore Grasso, Maria Rossella Massimino:
A GIS for Data Mining in Seismic Microzonation Studies. 191-201 - Joanna Jedrzejowicz, Piotr Jedrzejowicz:
Gene Expression Programming Classifier with Concept Drift Detection Based on Fisher Exact Test. 203-211 - Piotr Jedrzejowicz, Ewa Ratajczak-Ropel:
Experimental Evaluation of A-Teams Solving Resource Availability Cost Problem. 213-223
Data Selection in Machine Learning
- Joanna Jedrzejowicz, Magdalena Zakrzewska:
Text Classification Using LDA-W2V Hybrid Algorithm. 227-237 - Md. Ismail Hossen, Michael Goh Kah Ong, Tee Connie, Siong-Hoe Lau, Ahsanul Bari:
Smartphone-Based Drivers Context Recognition. 239-249 - Danny Dressler, Pavlo Liapota, Welf Löwe:
Towards an Automated Assessment of Musculoskeletal Insufficiencies. 251-261
Large-Scale Systems for Intelligent Decision Making and Knowledge Engineering
- Konstantin Koshechkin, Georgy Lebedev, Julia Tikhonova:
Regulatory Information Management Systems, as a Means for Ensuring the Pharmaceutical Data Continuity and Risk Management. 265-274 - Hamdi Hassen, Nasreddine Hajlaoui, Khemak Maher:
DMRA-MCP: A Distributed Map-Reduce Applications Deployments in a Multi-Cloud Platform Based on Cloud Broker Architecture. 275-285 - Georgy Lebedev, Oleg Krylov, Andrey Lelyakov, Yuriy Mironov, Valeriy Tkachenko, Sergey V. Zykov:
Integral Assessment of Efficiency of Scientific Research in Scientific Institutions of Russian Ministry of Health. 287-298 - Alexander Sobolev, Sergey V. Zykov:
Functional Programming Patterns in JavaScript. 299-312
Intelligent Decision Support in Cybersecurity
- Radda A. Iureva, Artem S. Kremlev, Alexey A. Margun, Sergey M. Vlasov, Andrei S. Timko:
Measures to Design Secure Cyber-Physical Things. 315-322 - Tarek Batiha, Michal Prauzek, Pavel Krömer:
Intrusion Detection in Wireless Sensor Networks by an Ensemble of Artificial Neural Networks. 323-333 - Dean Philp, Naomi Chan, Leslie F. Sikos:
Decision Support for Network Path Estimation via Automated Reasoning. 335-344 - Leslie F. Sikos:
Knowledge Representation to Support Partially Automated Honeypot Analysis Based on Wireshark Packet Capture Files. 345-351
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