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ORCIDICCS 2021: Krakow, Poland
- Maciej Paszynski
, Dieter Kranzlmüller, Valeria V. Krzhizhanovskaya, Jack J. Dongarra, Peter M. A. Sloot:
Computational Science - ICCS 2021 - 21st International Conference, Krakow, Poland, June 16-18, 2021, Proceedings, Part IV. Lecture Notes in Computer Science 12745, Springer 2021, ISBN 978-3-030-77969-6
Computational Methods for Emerging Problems in (dis-)Information Analysis
- Mateusz Szczepanski, Michal Choras, Marek Pawlicki, Aleksandra Pawlicka:
The Methods and Approaches of Explainable Artificial Intelligence. 3-17 - Martyna Tarczewska, Anna Marciniak, Agata Gielczyk:
Fake or Real? The Novel Approach to Detecting Online Disinformation Based on Multi ML Classifiers. 18-27 - Sebastian Kula, Rafal Kozik, Michal Choras, Michal Wozniak:
Transformer Based Models in Fake News Detection. 28-38 - Szymon Bobek, Pawel Balaga, Grzegorz J. Nalepa:
Towards Model-Agnostic Ensemble Explanations. 39-51
Computational Methods in Smart Agriculture
- Maciej Nikodem:
Bluetooth Low Energy Livestock Positioning for Smart Farming Applications. 55-67 - Piotr Lech, Krzysztof Okarma, Agata Korzelecka-Orkisz, Adam Tanski, Krzysztof Formicki:
Monitoring the Uniformity of Fish Feeding Based on Image Feature Analysis. 68-74 - Mikhail Gasanov, Daniil Merkulov, Artyom Nikitin, Sergey A. Matveev, Nikita Stasenko, Anna Petrovskaia, Mariia Pukalchik, Ivan V. Oseledets:
A New Multi-objective Approach to Optimize Irrigation Using a Crop Simulation Model and Weather History. 75-88
Computational Optimization, Modelling and Simulation
- Slawomir Koziel, Anna Pietrenko-Dabrowska, Leifur Leifsson:
Expedited Trust-Region-Based Design Closure of Antennas by Variable-Resolution EM Simulations. 91-104 - Sinan Melih Nigdeli, Gebrail Bekdas, Xin-She Yang:
Optimum Design of Tuned Mass Dampers for Adjacent Structures via Flower Pollination Algorithm. 105-115 - Anna Pietrenko-Dabrowska, Slawomir Koziel, Leifur Leifsson:
On Fast Multi-objective Optimization of Antenna Structures Using Pareto Front Triangulation and Inverse Surrogates. 116-130 - Mark Voschezang, Martin Fransen:
Optimizations of a Generic Holographic Projection Model for GPU's. 131-144 - Artur Basiura, Adam Sedziwy, Konrad Komnata:
Similarity and Conformity Graphs in Lighting Optimization and Assessment. 145-157 - Roman Debski, Bartlomiej Sniezynski:
Pruned Simulation-Based Optimal Sailboat Path Search Using Micro HPC Systems. 158-172 - Rafik Nafkha, Tomasz S. Zabkowski, Krzysztof Gajowniczek:
Two Stage Approach to Optimize Electricity Contract Capacity Problem for Commercial Customers. 173-184 - Slawomir Koziel, Anna Pietrenko-Dabrowska, Leifur Leifsson:
Improved Design Closure of Compact Microwave Circuits by Means of Performance Requirement Adaptation. 185-199 - Albert Mosialek, Andrzej Szaflarski, Rafal Pych, Marek Kisiel-Dorohinicki, Maciej Paszynski, Anna Paszynska:
Graph-Grammar Based Longest-Edge Refinement Algorithm for Three-Dimensional Optimally p Refined Meshes with Tetrahedral Elements. 200-213 - Michal Idzik, Radoslaw Lazarz, Aleksander Byrski:
Elitism in Multiobjective Hierarchical Strategy. 214-228 - Christos K. Filelis-Papadopoulos, Panagiotis E. Kyziropoulos, John P. Morrison, Philip O'Reilly:
Modelling and Forecasting Based on Recurrent Pseudoinverse Matrices. 229-242 - Slawomir Milewski:
Semi-analytical Monte Carlo Optimisation Method Applied to the Inverse Poisson Problem. 243-256 - Vishal Raul, Yen-Chen Liu, Leifur Leifsson, Amy L. Kaleita:
Modeling the Contribution of Agriculture Towards Soil Nitrogen Surplus in Iowa. 257-268 - Jacek Zabawa, Bozena Mielczarek:
An Attempt to Replace System Dynamics with Discrete Rate Modeling in Demographic Simulations. 269-283 - Witold Byrski, Michal Drapala, Jedrzej Byrski:
New On-line Algorithms for Modelling, Identification and Simulation of Dynamic Systems Using Modulating Functions and Non-asymptotic State Estimators: Case Study for a Chosen Physical Process. 284-297 - Yen-Chen Liu, Jethro Nagawkar, Leifur Leifsson, Slawomir Koziel, Anna Pietrenko-Dabrowska:
Iterative Global Sensitivity Analysis Algorithm with Neural Network Surrogate Modeling. 298-311 - Weronika Nitka, Tomasz Serafin, Dimitrios Sotiros:
Forecasting Electricity Prices: Autoregressive Hybrid Nearest Neighbors (ARHNN) Method. 312-325 - Elias David Niño Ruiz, Felipe J. Acevedo García:
Data-Driven Methods for Weather Forecast. 326-336 - Ryszard Kozera, Lyle Noakes, Artur Wilinski:
Generic Case of Leap-Frog Algorithm for Optimal Knots Selection in Fitting Reduced Data. 337-350 - Przemyslaw Ignaciuk, Adam Dziomdziora:
Intelligent Planning of Logistic Networks to Counteract Uncertainty Propagation. 351-364 - Stanislaw Kozdrowski, Piotr Sliwka, Slawomir Sujecki:
Modeling Traffic Forecasts with Probability in DWDM Optical Networks. 365-378 - Nazareen Sikkandar Basha, Leifur Leifsson, Christina L. Bloebaum:
Endogenous Factors Affecting the Cost of Large-Scale Geo-Stationary Satellite Systems. 379-391 - Krzysztof Karpio, Piotr Lukasiewicz, Rafik Nafkha, Arkadiusz Orlowski:
Description of Electricity Consumption by Using Leading Hours Intra-day Model. 392-404 - Wojciech Bozejko, Piotr Nadybski, Pawel Rajba, Mieczyslaw Wodecki:
The Problem of Tasks Scheduling with Due Dates in a Flexible Multi-machine Production Cell. 405-419 - Alen Rajsp, Iztok Fister Jr.:
Discovering the Influence of Interruptions in Cycling Training: A Data Science Study. 420-432 - Beata Szuflitowska, Przemyslaw Orlowski:
Analysis of Complex Partial Seizure Using Non-linear Duffing Van der Pol Oscillator Model. 433-440
Computational Science in IoT and Smart Systems
- Margarida Silva, João Pedro Dias, André Restivo, Hugo Sereno Ferreira:
A Review on Visual Programming for Distributed Computation in IoT. 443-457 - Rafal Cupek, Marek Drewniak, Tomasz Steclik:
Data Preprocessing, Aggregation and Clustering for Agile Manufacturing Based on Automated Guided Vehicles. 458-470 - Dariusz Mrozek, Szymon Kwasnicki, Vaidy S. Sunderam, Bozena Malysiak-Mrozek, Krzysztof Tokarz, Stanislaw Kozielski:
Comparison of Speech Recognition and Natural Language Understanding Frameworks for Detection of Dangers with Smart Wearables. 471-484 - Sarah Ben Othman, Hayfa Zgaya, Michèle Vasseur, Bertrand Décaudin, Pascal Odou, Slim Hammadi:
A Decision Support System Based on Augmented Reality for the Safe Preparation of Chemotherapy Drugs. 485-499 - Piotr Grzesik, Dariusz Mrozek:
Metagenomic Analysis at the Edge with Jetson Xavier NX. 500-511 - Danny Soares, João Pedro Dias, André Restivo, Hugo Sereno Ferreira:
Programming IoT-Spaces: A User-Survey on Home Automation Rules. 512-525 - Stanislaw Kozdrowski, Magdalena Banaszek, Bartosz Jedrzejczak, Mateusz Zotkiewicz, Zbigniew Kopertowski:
Application of the Ant Colony Algorithm for Routing in Next Generation Programmable Networks. 526-539 - Miroslaw Hajder, Piotr Hajder, Mateusz Liput, Janusz Kolbusz:
Scalable Computing System with Two-Level Reconfiguration of Multi-channel Inter-Node Communication. 540-553 - Shijie Bian, Tiancheng Lin, Chen Li, Yongwei Fu, Mengrui Jiang, Tongzi Wu, Xiyi Hang, Bingbing Li:
Real-Time Object Detection for Smart Connected Worker in 3D Printing. 554-567 - Mariusz Postól, Piotr Szymczak:
Object-Oriented Internet Cloud Interoperability. 568-581 - Barbara Morawska, Piotr Lipinski, Krzysztof Lichy, Piotr Koch, Marcin Leplawy:
Static and Dynamic Comparison of Pozyx and DecaWave UWB Indoor Localization Systems with Possible Improvements. 582-594 - Adam Ziebinski, Dariusz Mrozek, Rafal Cupek, Damian Grzechca, Marcin Fojcik, Marek Drewniak, Erik Kyrkjebø, Jerry Chun-Wei Lin, Knut Øvsthus, Piotr Biernacki:
Challenges Associated with Sensors and Data Fusion for AGV-Driven Smart Manufacturing. 595-608 - Marcin Lewicki, Tomasz Kajdanowicz, Piotr Bródka, Janusz Sobecki:
Dynamic Pricing and Discounts by Means of Interactive Presentation Systems in Stationary Point of Sales. 609-622 - Radoslaw Klimek, Arkadiusz Olesek:
Profile-Driven Synthetic Trajectories Generation to Enhance Smart System Solutions. 623-630 - Szymon Bobek, Grzegorz J. Nalepa:
Augmenting Automatic Clustering with Expert Knowledge and Explanations. 631-638 - Tomasz Szydlo, Chris Gniady:
Renewable Energy-Aware Heuristic Algorithms for Edge Server Selection for Stream Data Processing. 639-646 - Tomasz Szydlo, Joanna Sendorek, Mateusz Windak, Robert Brzoza-Woch:
Dataset for Anomalies Detection in 3D Printing. 647-653
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