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ORCID12th ACIIDS 2020: Phuket, Thailand
- Ngoc Thanh Nguyen
, Kietikul Jearanaitanakij, Ali Selamat, Bogdan Trawinski, Suphamit Chittayasothorn:
Intelligent Information and Database Systems - 12th Asian Conference, ACIIDS 2020, Phuket, Thailand, March 23-26, 2020, Proceedings, Part II. Lecture Notes in Computer Science 12034, Springer 2020, ISBN 978-3-030-42057-4
Application of Intelligent Methods to Constrained Problems
- Jaroslaw Wikarek, Pawel Sitek:
Configuration of Employee Competences in IT Projects. 3-12 - Eryk Szwarc, Izabela Nielsen, Czeslaw Smutnicki, Grzegorz Bocewicz:
Competence-Oriented Recruitment of a Project Team Robust to Disruptions. 13-25 - Marcin Relich, Izabela Nielsen, Grzegorz Bocewicz, Zbigniew Banaszak:
Constraint Programming for New Product Development Project Prototyping. 26-37
Automated Reasoning with Applications in Intelligent Systems
- Hongbiao Gao, Jiaming Liu, Jianbin Li, Jingde Cheng:
A Knowledge Base for Industrial Control Network Security Analysis and Decision-Making with Reasoning Method. 41-52 - Yating Wang, Yuichi Goto:
An Extension of Formal Analysis Method with Reasoning for Anonymity. 53-64 - Sameera Basit, Yuichi Goto:
An Extension of Reciprocal Logics for Trust Reasoning. 65-75
Current Trends in Artificial Intelligence, Optimization, Learning, and Decision-Making in Bioinformatics and Bioengineering
- Leon Bobrowski, Tomasz Lukaszuk:
Linear Classifiers with the L1 Margin from a Small Number of High-Dimensional Vectors. 79-89 - Dominik Vilimek, Kristyna Kubikova, Jan Kubícek, Daniel Barvik, Marek Penhaker, Martin Cerný, Martin Augustynek, David Oczka, Jaroslav Vondrák:
A Quantitative and Comparative Analysis of Edge Detectors for Biomedical Image Identification Within Dynamical Noise Effect. 90-101 - Pavla Monsportova, Martin Augustynek, Jaroslav Vondrák, Jan Kubícek, Dominik Vilimek, Jaromír Konecny, Juraj Timkovic:
Monitoring and Statistical Evaluation of the Effect of Outpatient Pleoptic-Orthoptic Exercises. 102-113 - Alice Krestanova, Jan Kubícek, Jiri Skandera, Dominik Vilimek, David Oczka, Marek Penhaker, Martin Augustynek, Martin Cerný:
Quantitative Analysis and Objective Comparison of Clustering Algorithms for Medical Image Segmentation. 114-125
Computer Vision and Intelligent Systems
- Ara Abigail E. Ambita, Eujene Nikka V. Boquio, Prospero C. Naval:
Locally Adaptive Regression Kernels and Support Vector Machines for the Detection of Pneumonia in Chest X-Ray Images. 129-140 - Van-Dung Hoang, Diem-Phuc Tran, Gia Nhu Nguyen, The Anh Pham, Van-Huy Pham:
Deep Feature Extraction for Panoramic Image Stitching. 141-151 - Khac-Hoai Nam Bui, Hongsuk Yi, HeeJin Jung, Jiho Cho:
Video-Based Traffic Flow Analysis for Turning Volume Estimation at Signalized Intersections. 152-162 - Van-Thanh Hoang, Kang-Hyun Jo:
Slice Operator for Efficient Convolutional Neural Network Architecture. 163-173 - Duc Duong Lam, Van Tuan Nguyen, Manh Ha Le, Manh Tiem Nguyen, Quang Bang Nguyen, Su Tran Le:
Weighted Stable Matching Algorithm as an Approximated Method for Assignment Problems. 174-185
Data Modelling and Processing for Industry 4.0
- Soujanya Mantravadi, Andreas Dyrøy Jansson, Charles Møller:
User-Friendly MES Interfaces: Recommendations for an AI-Based Chatbot Assistance in Industry 4.0 Shop Floors. 189-201 - Georgios Kavallieratos, Sokratis K. Katsikas, Vasileios Gkioulos:
Modelling Shipping 4.0: A Reference Architecture for the Cyber-Enabled Ship. 202-217 - Lucie Svitáková, Michal Valenta, Jaroslav Pokorný:
Effective Data Redistribution Based on User Queries in a Distributed Graph Database. 218-229 - Andrzej Bytniewski, Kamal Matouk, Anna Chojnacka-Komorowska, Marcin Hernes, Adam Zawadzki, Agata Kozina:
The Functionalities of Cognitive Technology in Management Control System. 230-240 - Krystian Wojtkiewicz, Rafal Palak, Marek Krótkiewicz, Marcin Jodlowiec, Wiktoria Wojtkiewicz, Katarzyna Szwedziak:
Towards the Continuous Processes Modeling of Grain Handling in Storage Facility Using Unified Process Metamodel. 241-252
Intelligent Applications of Internet of Things and Data Analysis Technologies
- Yung-Fa Huang, Teguh Indra Bayu, Shing-Hong Liu, Hui-Yu Huang, Wen Huang:
Applications of Fuzzy Inference System on V2V Routing in Vehicular Networks. 255-265 - Jong-Shin Chen, Huai-Yi Huang, Chi-Yueh Hsu:
A kNN Based Position Prediction Method for SNS Places. 266-273 - Yung-Fa Huang, Tan-Hsu Tan, Chuan-Bi Lin, Yung-Hoh Sheu, Ching-Mu Chen, Song-Ping Liu:
Performance of Particle Swarm Optimization on Subcarrier Allocation for Device-to-Device Multicasting in Wireless Communication Systems. 274-284 - Christine Dewi, Rung-Ching Chen, Hendry, Hsiu-Te Hung:
Comparative Analysis of Restricted Boltzmann Machine Models for Image Classification. 285-296
Intelligent and Contextual Systems
- Jakub Szygula, Adam Domanski, Joanna Domanska, Tadeusz Czachórski, Dariusz Marek, Jerzy Klamka:
AQM Mechanism with Neuron Tuning Parameters. 299-311 - Tsatsral Amarbayasgalan, Heon Gyu Lee, Van Huy Pham, Keun Ho Ryu:
Deep Reconstruction Error Based Unsupervised Outlier Detection in Time-Series. 312-321 - Lkhagvadorj Munkhdalai, Meijing Li, Nipon Theera-Umpon, Sansanee Auephanwiriyakul, Keun Ho Ryu:
VAR-GRU: A Hybrid Model for Multivariate Financial Time Series Prediction. 322-332 - Achyut Mani Tripathi, Rashmi Dutta Baruah:
Contextual Anomaly Detection in Time Series Using Dynamic Bayesian Network. 333-342 - Maciej Huk:
Stochastic Optimization of Contextual Neural Networks with RMSprop. 343-352 - Krzysztof Wolk, Rafal Palak, Erik Dawid Burnell:
Soft Dropout Method in Training of Contextual Neural Networks. 353-363 - Erik Dawid Burnell, Krzysztof Wolk, Krzysztof Waliczek, Rafal Kern:
The Impact of Constant Field of Attention on Properties of Contextual Neural Networks. 364-375
Intelligent Systems and Algorithms in Information Sciences
- Eva Volná, Martin Kotyrba, Vladimír Bradác:
Soft Computing-Based Control System of Intelligent Robot Navigation. 379-390 - Orken Mamyrbayev, Keylan Alimhan, Bagashar Zhumazhanov, Tolganay Turdalykyzy, Farida Gusmanova:
End-to-End Speech Recognition in Agglutinative Languages. 391-401 - Dinh Sinh Mai, Long Thanh Ngo, Hung Le Trinh:
Approach the Interval Type-2 Fuzzy System and PSO Technique in Landcover Classification. 402-414
Intelligent Supply Chains and e-Commerce
- Arkadiusz Kawa, Justyna Swiatowiec-Szczepanska:
Logistics Value and Perceived Customer Loyalty in E-commerce: Hierarchical Linear Modeling Analysis. 417-427 - Sergiusz Strykowski, Bartlomiej Pieranski:
Technology-Based Value Index to Outline e-Shopper Characteristics. 428-436 - Fumiaki Saitoh:
Visualized Benefit Segmentation Using Supervised Self-organizing Maps: Support Tools for Persona Design and Market Analysis. 437-450 - Arpan Barman, Amrita Namtirtha, Animesh Dutta, Biswanath Dutta:
Food Safety Network for Detecting Adulteration in Unsealed Food Products Using Topological Ordering. 451-463
Privacy, Security and Trust in Artificial Intelligence
- Raluca Chitic, Nicolas Bernard, Franck Leprévost:
A Proof of Concept to Deceive Humans and Machines at Image Classification with Evolutionary Algorithms. 467-480 - Christopher Medrano-Berumen, Mustafa Ilhan Akbas:
Scenario Generation for Validating Artificial Intelligence Based Autonomous Vehicles. 481-492 - Masato Ishikawa, Noriaki Yoshiura:
Privacy Protection in Location Based Service by Secure Computation. 493-504
Interactive Analysis of Image, Video and Motion Data in Life Sciences
- Zenon Chaczko, Marek Kulbacki, Grzegorz Gudzbeler, Mohammad Alsawwaf, Ilya Thai-Chyzhykau, Peter Wajs-Chaczko:
Exploration of Explainable AI in Context of Human-Machine Interface for the Assistive Driving System. 507-516 - Albert Sledzianowski, Artur Szymanski, Aldona Drabik, Stanislaw Szlufik, Dariusz M. Koziorowski, Andrzej W. Przybyszewski:
Combining Results of Different Oculometric Tests Improved Prediction of Parkinson's Disease Development. 517-526 - Mohammad Alsawwaf, Zenon Chaczko, Marek Kulbacki:
In Your Face: Person Identification Through Ratios of Distances Between Facial Features. 527-536 - Artur Chudzik, Artur Szymanski, Jerzy Pawel Nowacki, Andrzej W. Przybyszewski:
Eye-Tracking and Machine Learning Significance in Parkinson's Disease Symptoms Prediction. 537-547 - Andrzej W. Przybyszewski, Jerzy Pawel Nowacki, Aldona Drabik, Stanislaw Szlufik, Dariusz M. Koziorowski:
IGrC: Cognitive and Motor Changes During Symptoms Development in Parkinson's Disease Patients. 548-559 - D. T. Li, Frank Jiang, Y. B. Qin:
A New Facial Expression Recognition Scheme Based on Parallel Double Channel Convolutional Neural Network. 560-569 - Nguyen Kim Sao, Cao Thi Luyen, Le Kinh Tai, Pham Van At:
Reversible Data Hiding Based on Prediction Error Histogram Shifting and Pixel-Based PVO. 570-581 - Le Quang Hoa, Cao Thi Luyen, Nguyen Kim Sao, Pham Van At:
An Improved Reversible Watermarking Based on Pixel Value Ordering and Prediction Error Expansion. 582-592 - Felician Jonathan More, Zenon Chaczko, Julita Kulbacka:
Early Detection of Coronary Artery Diseases Using Endocrine Markers. 593-601
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