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KES-IDT 2020: Split, Croatia
- Ireneusz Czarnowski, Robert J. Howlett, Lakhmi C. Jain:
Intelligent Decision Technologies - Proceedings of the 12th KES International Conference on Intelligent Decision Technologies (KES-IDT 2020), Split, Croatia, 17-19 June, 2020. Smart Innovation, Systems and Technologies 193, Springer 2020, ISBN 978-981-15-5924-2
Main Track
- Piotr Jedrzejowicz, Izabela Wierzbowska:
Solving Job Shop Scheduling with Parallel Population-Based Optimization and Apache Spark. 3-13 - Markus Viljanen, Ajay Byanjankar, Tapio Pahikkala
:
Predicting Profitability of Peer-to-Peer Loans with Recovery Models for Censored Data. 15-25 - Mariko I. Ito, Takaaki Ohnishi:
Weighted Network Analysis for Computer-Aided Drug Discovery. 27-36 - Gabriel H. A. Medeiros, Qiushi Cao, Cecilia Zanni-Merk, Ahmed Samet:
Manufacturing as a Service in Industry 4.0: A Multi-Objective Optimization Approach. 37-47 - Michele Dusi
Conservative Determinization of Translated Automata by Embedded Subset Construction. 49-61 - Nicola Bertoglio
Explanatory Monitoring of Discrete-Event Systems. 63-77 - Gianni Fenu, Francesca Maridina Malloci
Artificial Intelligence Technique in Crop Disease Forecasting: A Case Study on Potato Late Blight Prediction. 79-89 - Siyu Zong, Sijie Li, You Shang:
Optimal Quality-Based Recycling and Reselling Prices of Returned SEPs in IoT Environment. 91-103 - Nikolaos Giarelis
On a Novel Representation of Multiple Textual Documents in a Single Graph. 105-115 - Dariusz Barbucha:
Multi-agent Approach to the DVRP with GLS Improvement Procedure. 117-126
Intelligent Data Processing and Its Applications
- Margarita N. Favorskaya
Detecting Relevant Regions for Watermark Embedding in Video Sequences Based on Deep Learning. 129-139 - Yaniv Cohen
Artificial Neural Network in Predicting Cancer Based on Infrared Spectroscopy. 141-153 - Aleksandr Zotin
Evaluation of Shoulder Joint Data Obtained from CON-TREX Medical System. 155-165 - Valeriy Vasilevich Nicheporchuk, Igor V. Gryazin
Framework for Intelligent Wildlife Monitoring. 167-177 - Alena Favorskaya
Computation the Bridges Earthquake Resistance by the Grid-Characteristic Method. 179-187 - Alena Favorskaya
Study the Elastic Waves Propagation in Multistory Buildings, Taking into Account Dynamic Destruction. 189-199 - Alena Favorskaya
Icebergs Explosions for Prevention of Offshore Collision: Computer Simulation and Analysis. 201-210 - Marco Vannucci
Genetic Operators Impact on Genetic Algorithms Based Variable Selection. 211-221 - Alexander Sergeev
Symmetry Indices as a Key to Finding Matrices of Cyclic Structure for Noise-Immune Coding. 223-230 - Alexander Sergeev
Search and Modification of Code Sequences Based on Circulant Quasi-orthogonal Matrices. 231-242 - Aleksandr Zotin
Processing of CT Lung Images as a Part of Radiomics. 243-252
High-Dimensional Data Analysis and Its Applications
- Michele Della Ventura
Symbolic Music Text Fingerprinting: Automatic Identification of Musical Scores. 255-265 - Mineaki Ohishi
Optimization of Generalized Cp Criterion for Selecting Ridge Parameters in Generalized Ridge Regression. 267-278 - Keisuke Fukui, Mineaki Ohishi
A Fast Optimization Method for Additive Model via Partial Generalized Ridge Regression. 279-290 - Yukako Toko
Improvement of the Training Dataset for Supervised Multiclass Classification. 291-302 - Masao Takahashi
A Constrained Cluster Analysis with Homogeneity of External Criterion. 303-313 - Rafal Zdunek, Krzysztof Fonal:
Trust-Region Strategy with Cauchy Point for Nonnegative Tensor Factorization with Beta-Divergence. 315-325
Multi-Criteria Decision Analysis - Theory and Their Applications
- Radda A. Iureva
Digital Twin Technology for Pipeline Inspection. 329-339 - Jakub Wieckowski, Bartlomiej Kizielewicz
Application of Hill Climbing Algorithm in Determining the Characteristic Objects Preferences Based on the Reference Set of Alternatives. 341-351 - Jakub Wieckowski, Bartlomiej Kizielewicz
The Search of the Optimal Preference Values of the Characteristic Objects by Using Particle Swarm Optimization in the Uncertain Environment. 353-363 - Jakub Wieckowski, Bartlomiej Kizielewicz
Finding an Approximate Global Optimum of Characteristic Objects Preferences by Using Simulated Annealing. 365-375
Large-Scale Systems for Intelligent Decision-Making and Knowledge Engineering
- Konstantin Koshechkin
Digital Systems for eCTD Creation on the Pharmaceutical Market of the Eurasian Economic Union. 379-389 - Tsyndymeyev Arsalan, Konstantin Koshechkin
Scientific Approaches to the Digitalization of Drugs Assortment Monitoring Using Artificial Neural Networks. 391-401 - Georgy Lebedev
The Geographic Information System of the Russian Ministry of Health. 403-411 - Georgy Lebedev
Creation of a Medical Decision Support System Using Evidence-Based Medicine. 413-427 - Georgy Lebedev
Improve Statistical Reporting Forms in Research Institutions of the Health Ministry of Russia. 429-435 - Pavel Drankou, Sergey V. Zykov
Chat-Based Approach Applied to Automatic Livestream Highlight Generation. 437-447
Decision Technologies and Related Topics in Big Data Analysis of Social and Financial Issues
- Jun Iio
What Are the Differences Between Good and Poor User Experience? 451-459 - Nozomi Okano, Yuki Ohira, Akira Ishii:
Two-Component Opinion Dynamics Theory of Official Stance and Real Opinion Including Self-Interaction. 461-470 - Akira Ishii, Yasuko Kawahata:
Theory of Opinion Distribution in Human Relations Where Trust and Distrust Mixed. 471-478 - Mieko Tanaka-Yamawaki, Masanori Yamanaka:
Is the Statistical Property of the Arrowhead Price Fluctuation Time Dependent? 479-486
Decision-Making Theory for Economics
- Shunei Norikumo
History of Mechanization and Organizational Change in the Life Insurance Industry in Japan (Examples from Dai-ichi Life, Nippon Life, Imperial Life, Meiji Life). 489-498 - Takafumi Mizuno:
A Diagram for Finding Nash Equilibria in Two-Players Strategic Form Games. 499-508 - Masaki Morita, Yuto Kimura, Katsu Yamatani:
An AHP Approach for Transform Selection in DHCT-Based Image Compression. 509-516 - Takao Ohya:
SPCM with Improved Two-Stage Method for MDAHP Including Hierarchical Criteria. 517-523 - Natsumi Oyamaguchi, Hiroyuki Tajima, Isamu Okada:
Tournament Method Using a Tree Structure to Resolve Budget Conflicts. 525-532 - Jörg Rainer Noennig, David Hick, Konstantin Doll, Torsten Holmer, Sebastian Wiesenhütter, Chiranjay Shah, Palak Mahanot, Chhavi Arya:
Upgrading the Megacity Piloting a Co-design and Decision Support Environment for Urban Development in India. 533-544
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