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KES-IDT 2021: Virtual Event
- Ireneusz Czarnowski, Robert J. Howlett, Lakhmi C. Jain:
Intelligent Decision Technologies - Proceedings of the 13th KES-IDT 2021 Conference, Virtual Event, June 14-16, 2021. Smart Innovation, Systems and Technologies 238, Springer 2021, ISBN 978-981-16-2764-4
Main Track
- Markus Brenneis, Martin Mauve:
ArgVote: Which Party Argues Like Me? Exploring an Argument-Based Voting Advice Application. 3-13 - Dariusz Barbucha, Pawel Szyman
:
Detecting Communities in Organizational Social Network Based on E-mail Communication. 15-24 - Marta Mieczynska
Impact of the Time Window Length on the Ship Trajectory Reconstruction Based on AIS Data Clustering. 25-36 - Mohamed Wajdi Ouertani
Improved Genetic Algorithm for Electric Vehicle Charging Station Placement. 37-57 - Christian von Lücken
Solving a Many-Objective Crop Rotation Problem with Evolutionary Algorithms. 59-69 - Coita Ioana-Florina
The Utility of Neural Model in Predicting Tax Avoidance Behavior. 71-81 - Michael Borisovich Sergeev
Triple-Station System of Detecting Small Airborne Objects in Dense Urban Environment. 83-93 - Anton A. Vostrikov
Using Families of Extremal Quasi-Orthogonal Matrices in Communication Systems. 95-108 - Yuhei Kotsuka, Sumika Arima
Variable Selection for Correlated High-Dimensional Data with Infrequent Categorical Variables: Based on Sparse Sample Regression and Anomaly Detection Technology. 109-125 - Takumi Kato
Verification of the Compromise Effect's Suitability Based on Product Features of Automobiles. 127-137
Advances in Intelligent Data Processing and Its Applications
- Negin Ashrafi, Sheela Ramanna:
Application of Granular Computing-Based Pre-processing in the Labelling of Phonemes. 141-150 - Evgeniy Pesnya
Application of Implicit Grid-Characteristic Methods for Modeling Wave Processes in Linear Elastic Media. 151-160 - Vasiliy Mironov
Combined Approach to Modeling of Acceleration Response Spectra in Areas of Active Shallow Seismicity. 161-171 - Aleksandr Zotin
Methods of Interpretation of CT Images with COVID-19 for the Formation of Feature Atlas and Assessment of Pathological Changes in the Lungs. 173-183 - Margarita N. Favorskaya
Multilevel Watermarking Scheme Based on Pseudo-barcoding for Handheld Mobile Devices. 185-195 - Victor R. Krasheninnikov, Yuliya E. Kuvayskova, Alexey U. Subbotin:
Multi-quasi-periodic Cylindrical and Circular Images. 197-207 - Adam Byerly
On the Importance of Capturing a Sufficient Diversity of Perspective for the Classification of Micro-PCBs. 209-219 - Achref Ouni, Eric Royer, Marc Chevaldonné, Michel Dhome:
Robust Visual Vocabulary Based On Grid Clustering. 221-230 - Alena Favorskaya
Study of Anisotropy of Seismic Response from Fractured Media. 231-240 - Margarita N. Favorskaya
Synchronization Correction Enforced by JPEG Compression in Image Watermarking Scheme for Handheld Mobile Devices. 241-251 - Nikita A. Andriyanov
Tracking of Objects in Video Sequences. 253-262
Multi-Criteria Decision-Analysis Methods - Theory and Their Applications
- Jakub Wieckowski, Andrii Shekhovtsov, Jaroslaw Watróbski
A New Approach to Identifying of the Optimal Preference Values in the MCDA Model: Cat Swarm Optimization Study Case. 265-274 - Bartlomiej Kizielewicz, Jakub Wieckowski, Jaroslaw Watróbski
A Study of Different Distance Metrics in the TOPSIS Method. 275-284 - Vivien Yi-Chun Chen, Jerry Chao-Lee Lin, Zheng Wu, Hui-Pain Lien, Pei-Feng Yang, Gwo-Hshiung Tzeng:
Assessment and Improvement of Intelligent Technology in Architectural Design Satisfactory Development Advantages Management. 285-296 - Aleksandra Radomska-Zalas
IT Support for the Optimization of the Epoxidation of Unsaturated Compounds on the Example of the TOPSIS Method. 297-307 - Hanhan Maulana, Hideaki Kanai:
Land Suitability Evaluation by Integrating Multi-criteria Decision-Making (MCDM), Geographic Information System (GIS) Method, and Augmented Reality-GIS. 309-320 - Andrii Shekhovtsov, Jakub Wieckowski, Jaroslaw Watróbski
Toward Reliability in the MCDA Rankings: Comparison of Distance-Based Methods. 321-329
Knowledge Engineering in Large-Scale Systems
- Sergey V. Zykov
Affection of Java Design Patterns to Cohesion Metrics. 333-342 - Georgy S. Lebedev
Applicative-Frame Model of Medical Knowledge Representation. 343-353 - Hadi M. Saleh
Eolang: Toward a New Java-Based Object-Oriented Programming Language. 355-363 - Alexander Gromoff, Sergey V. Zykov
Mission-Critical Goals Impact onto Process Efficiency: Case of Aeroflot Group. 365-376
High-Dimensional Data Analysis, Knowledge Processing and Applications
- Kazuya Miyazawa
A Classification Method Based on Ensemble Learning of Deep Learning and Multidimensional Scaling. 379-390 - Ryoya Oda, Hirokazu Yanagihara:
A Consistent Likelihood-Based Variable Selection Method in Normal Multivariate Linear Regression. 391-401 - Yukako Toko
A Hybrid Method of Multi-class SVM and Classification Method Based on Reliability Score for Autocoding of the Family Income and Expenditure Survey. 403-413 - Kazuki Nitta
Individual Difference Assessment Method Based on Cluster Scale Using a Data Reduction Method. 415-426
Spatial Data Analysis and Sparse Estimation
- Hirokazu Yanagihara, Ryoya Oda:
Coordinate Descent Algorithm for Normal-Likelihood-Based Group Lasso in Multivariate Linear Regression. 429-439 - Hisao Yoshida, Shuichi Kawano, Yoshiyuki Ninomiya:
Discriminant Analysis via Smoothly Varying Regularization. 441-455 - Mineaki Ohishi
Optimizations for Categorizations of Explanatory Variables in Linear Regression via Generalized Fused Lasso. 457-467 - Shonosuke Sugasawa, Shintaro Hashimoto:
Robust Bayesian Changepoint Analysis in the Presence of Outliers. 469-478 - Mariko Yamamura, Mineaki Ohishi
Spatio-Temporal Adaptive Fused Lasso for Proportion Data. 479-489 - Shengyi Wu, Kaito Shimamura, Kohei Yoshikawa, Kazuaki Murayama, Shuichi Kawano:
Variable Fusion for Bayesian Linear Regression via Spike-and-slab Priors. 491-501
Intelligent Diagnosis and Monitoring of Systems: Methods, Tools, and Applications
- Gianfranco Lamperti
Diagnosis of Active Systems with Abstract Observability. 505-517 - Franz Wotawa
Java2CSP - A Model-Based Diagnosis Tool Not Only for Software Debugging. 519-529 - Xavier Pucel
Meta-diagnosis via Preference Relaxation for State Trackability. 531-543 - Claire Paya, Euriell Le Corronc
Model-Based Diagnosis of Time Shift Failures in Discrete Event Systems: A (Max, +) Observer-Based Approach. 545-555
Innovative Technologies and Applications in Computer Intelligence
- Takumi Ichimura, Shin Kamada:
Adaptive Structural Deep Learning to Recognize Kinship Using Families in Wild Multimedia. 559-568 - Jun Teraoka, Keiichi Tamura:
Detecting Adversarial Examples for Time Series Classification and Its Performance Evaluation. 569-581 - Akira Hara, Jun-ichi Kushida, Ryohei Yasuda, Tetsuyuki Takahama:
Efficient Data Presentation Method for Building User Preference Model Using Interactive Evolutionary Computation. 583-593 - Shin Kamada, Takumi Ichimura, Toshihide Harada:
Image-Based Early Detection of Alzheimer's Disease by Using Adaptive Structural Deep Learning. 595-605
Decision Making Theory for Economics
- Takao Ohya:
Calculations of SPCM by Several Methods for MDAHP Including Hierarchical Criteria. 609-616 - Takafumi Mizuno:
Equilibria Between Two Sets of Pairwise Comparisons as Solutions of Decision-Making with Orthogonal Criteria. 617-626 - Natsumi Oyamaguchi:
Fluctuations in Evaluations with Multi-branch Tree Method for Efficient Resource Allocation. 627-637 - Marina Kholod, Yury Lyandau, Valery V. Maslennikov, Irina Kalinina, Ekaterina Borovik:
Foundations for Model Building of Intelligent Pricing Methodology. 639-647 - Shunei Norikumo
Informatization of Life Insurance Companies and Organizational Decision Making (Case of Nippon Life Insurance Company). 649-657 - Marina Kholod, Yury Lyandau, Elena Popova, Aleksei Semenov, Ksenia Sadykova:
Value Measurement and Taxation Metrics in the Model-Building Foundations for Intelligent Pricing Methodology. 659-667
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