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17th FedCSIS 2022: Sofia, Bulgaria

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  • Conference Invited Contributions
  • 4th International Workshop on Artificial Intelligence in Machine Vision and Graphics
  • 15th International Workshop on Computational Optimization
  • 15th Workshop on Computer Aspects of Numerical Algorithms
  • 12th Workshop on Scalable Computing
  • 6th Workshop on Internet of Things - Enablers, Challenges and Applications
  • 4th Workshop on Data Science in Health, Ecology and Commerce
  • Advances in Software, System and Service Engineering
  • 7th Doctoral Symposium on Recent Advances in Information Technology

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    Maria Ganzha, Leszek A. Maciaszek, Marcin Paprzycki, Dominik Slezak:
    Proceedings of the 17th Conference on Computer Science and Intelligence Systems, FedCSIS 2022, Sofia, Bulgaria, September 4-7, 2022. Annals of Computer Science and Information Systems 30, 2022, ISBN 978-83-962423-9-6

Conference Invited Contributions

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    Krassimir T. Atanassov, Veselina Bureva:
    Two new operations over extended index matrices and their applications in Big Data. 1-6
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    Chris Cornelis:
    Hybridization of Fuzzy Sets and Rough Sets: Achievements and Opportunities. 7-14
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    Marco Lippi, Stefano Mariani, Matteo Martinelli, Franco Zambonelli:
    Individual and Collective Self-Development: Concepts and Challenges. 15-21
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    Andrzej Skowron, Dominik Slezak:
    Rough Sets Turn 40: From Information Systems to Intelligent Systems. 23-34
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    Boguslaw Cyganek:
    Modern C++ in the era of new technologies and challenges - why and how to teach modern C++? 35-40

17th International Symposium on Advanced Artificial Intelligence in Applications

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    Jens Dörpinghaus, Tobias Hübenthal, Jennifer Faber:
    A novel link prediction approach on clinical knowledge graphs utilizing graph structures. 43-52
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    Ridewaan Hanslo:
    Deep Learning Transformer Architecture for Named Entity Recognition on Low Resourced Languages: State of the art results. 53-60
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    Joanna Henzel, Lukasz Wawrowski, Anna Kubina, Marek Sikora, Lukasz Wróbel:
    Demand forecasting in the fashion business - an example of customized nearest neighbour and linear mixed model approaches. 61-65
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    Piotr Jezusek, Aleksandra Karpus:
    Improving Re-rankCCP with Rules Quality Measures. 67-71
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    Karol Kaczmarek, Jakub Pokrywka, Filip Gralinski:
    Using Transformer models for gender attribution in Polish. 73-77
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    Piotr S. Maciag, Wojciech Sitek, Lukasz Skonieczny, Henryk Rybinski:
    A Comparative Study of Short Text Classification with Spiking Neural Networks. 79-88
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    Cezary Maszczyk, Michal Kozielski, Marek Sikora:
    Rule-based approximation of black-box classifiers for tabular data to generate global and local explanations. 89-92
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    Raúl Moreno, Alberto Fernández-Isabel, Isaac Martín de Diego, Javier M. Moguerza, Carmen Lancho, Marina Cuesta:
    Automatic detection of potential customers by opinion mining and intelligent agents. 93-101
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    Horea-Bogdan Muresan:
    An Automated Algorithm for Fruit Image Dataset Building. 103-107
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    Saso Pavlic, Iztok Fister Jr., Saso Karakatic:
    NiaNet: A framework for constructing Autoencoder architectures using nature-inspired algorithms. 109-116
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    Kacper Podbucki, Tomasz Marciniak:
    Aspects of autonomous drive control using NVIDIA Jetson Nano microcomputer. 117-120
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    Jakub Pokrywka, Filip Gralinski:
    Temporal Language Modeling for Short Text Document Classification with Transformers. 121-128
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    Md. Rifatul Islam Rifat, Md Nur Amin, Mahmud Hasan Munna, Abdullah Al Imran:
    An End-to-end Machine Learning System for Mitigating Checkout Abandonment in E-Commerce. 129-132
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    Grzegorz Rypesc, Lukasz Lepak, Pawel Wawrzynski:
    Reinforcement Learning for on-line Sequence Transformation. 133-139
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    Witold Sosnowski, Anna Wróblewska, Piotr Gawrysiak:
    Applying SoftTriple Loss for Supervised Language Model Fine Tuning. 141-147
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    Aleksandra Weiss, Marcin Mlynski, Piotr Artiemjew:
    About Classifiers Quality Assessment: Balanced Accuracy Curve (BAC) as an alternative for ROC and PR Curve. 149-156
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    Milos Svana:
    Extending Word2Vec with Domain-Specific Labels. 157-160

1st Workshop on Artificial Intelligence for Next-Generation Diagnostic Imaging

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    Michal Kassjanski, Marcin Kulawiak, Tomasz Przewozny:
    Development of an AI-based audiogram classification method for patient referral. 163-168
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    Szymon Mazurek, Maciej Wielgosz, Jakub Caputa, Rafal Fraczek, Michal Karwatowski, Jakub Grzeszczyk, Daria Lukasik, Anna Smiech, Pawel Russek, Ernest Jamro, Agnieszka Dabrowska-Boruch, Marcin Pietron, Sebastian Koryciak, Kazimierz Wiatr:
    Canine age classification using Deep Learning as a step towards preventive medicine in animals. 169-172

4th International Workshop on Artificial Intelligence in Machine Vision and Graphics

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    Simon B. Hengeveld, Antonio Mucherino:
    On the Feasible Regions Delimiting Natural Human Postures in a Novel Skeletal Representation. 175-179
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    Wlodzimierz Kasprzak, Van Khanh Do, Pawel Piwowarski:
    A lightweight approach to two-person interaction classification in sparse image sequences. 181-190
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    Tomasz Nowak, Piotr Skrzypczynski:
    Geometry-Aware Keypoint Network: Accurate Prediction of Point Features in Challenging Scenario. 191-200
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    Lewi Uberg, Seifedine Kadry:
    Analysis of Brain Tumor Using MRI Images. 201-204
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    Andrzej Sluzek:
    Insights into Neural Architectures for Learning Numerical Concepts from Simple Visual Data. 205-209

1st Workshop on Personalization and Recommender Systems

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    Lumbardha Hasimi, Aneta Poniszewska-Maranda:
    Navigation Systems in terms of User Experience and Multimodal Usability - Evaluation of Effectiveness and Efficiency. 213-216
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    Eyad Kannout, Michal Grodzki, Marek Grzegorowski:
    Utilizing Frequent Pattern Mining for Solving Cold-Start Problem in Recommender Systems. 217-226
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    Robert Kwiecinski, Tomasz Górecki, Agata Filipowska:
    Learning edge importance in bipartite graph-based recommendations. 227-233
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    Seiyu Majima, Konstantin Markov:
    Personality Prediction from Social Media Posts using Text Embedding and Statistical Features. 235-240

4th International Symposium on Rough Sets: Theory and Applications

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    Andrea Campagner, Davide Ciucci:
    Three-way Learnability: A Learning Theoretic Perspective on Three-way Decision. 243-246
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    Ryszard Janicki, Mahmoud Mahmoud:
    On Multiplicative, Additive and Qualitative Pairwise Comparisons. 247-251
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    Manel Jerbi, Zaineb Chelly Dagdia, Slim Bechikh, Lamjed Ben Said:
    Malware Evolution and Detection Based on the Variable Precision Rough Set Model. 253-262
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    Alicja Mieszkowicz-Rolka, Leszek Rolka:
    Multi-Criteria Decision-Making with Linguistic Labels. 263-267
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    Adnan Theerens, Chris Cornelis:
    Fuzzy Quantifier-Based Fuzzy Rough Sets. 269-278
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    Bich Khue Vo, Hung Son Nguyen:
    Feature Selection and Ranking Method based on Intuitionistic Fuzzy Matrix and Rough Sets. 279-288

15th International Workshop on Computational Optimization

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    Michal Antkiewicz, Pawel B. Myszkowski, Maciej Laszczyk:
    GaMeDE2 - improved Gap-based Memetic Differential Evolution applied to multi-modal optimisation. 291-300
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    Michel Bierlaire, Edoardo Fadda, Lohic Fotio Tiotsop, Daniele Manerba:
    A chance-constraint approach for optimizing social engagement-based services. 301-304
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    Adam Borowicz:
    Independent Component Analysis Based on Jacobi Iterative Framework and L1-norm Criterion. 305-312
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    Antonio Cassia, Ola Jabali, Federico Malucelli, Marta Pascoal:
    The electric vehicle shortest path problem with time windows and prize collection. 313-322
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    Jens Dörpinghaus, Vera Weil, Johanna Binnewitt:
    Analyzing longitudinal Data in Knowledge Graphs utilizing shrinking pseudo-triangles. 323-327
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    Stefka Fidanova, Ivan Dimov, Denitsa Angelova, Maria Ganzha:
    Agricultural System Modelling with Ant Colony Optimization. 329-332
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    Simon B. Hengeveld, Antonio Mucherino:
    A GPU approach to distance geometry in 1D: an implementation in C/CUDA. 333-336
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    Felipe Marchi, Rafael Stubs Parpinelli:
    A Multi-objective Cluster-based Biased Random-Key Genetic Algorithm with Online Parameter Control Applied to Protein Structure Prediction. 337-346
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    Eliseo Marzal, Laura Sebastia:
    Team Orienteering Problem with Time Windows and Variable Profit. 347-350
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    Tomoya Miyazaki, Kouichi Hirata:
    Subcaterpillar Isomorphism: Subtree Isomorphism Restricted Pattern Trees To Caterpillars. 351-356
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    Radoslaw Puka, Bartosz Lamasz, Iwona Skalna:
    Improving N-NEH+ algorithm by using Starting Point method. 357-361
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    Camilo Chacón Sartori, Christian Blum:
    Boosting a Genetic Algorithm with Graph Neural Networks for Multi-Hop Influence Maximization in Social Networks. 363-371
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    Neta Stein, Tami Tamir:
    Stackelberg Strategies for Weighted Load Balancing Games. 373-382
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    Velichka Traneva, Deyan Mavrov, Stoyan Tranev:
    Intuitionistic Fuzzy Model of the Hungarian Algorithm for the Salesman Problem and Software Analysis of a Shipping Company Example. 383-386
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    Velichka Traneva, Deyan Mavrov, Stoyan Tranev:
    Software Implementation of the Optimal Temporal Intuitionistic Fuzzy Algorithm for Franchisee Selection. 387-390

Data Mining Competiton

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    Andrzej Janusz, Dominik Slezak:
    KnowledgePit Meets BrightBox: A Step Toward Insightful Investigation of the Results of Data Science Competitions. 393-398
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    Andrzej Janusz, Antoni Jamiolkowski, Michal Okulewicz:
    Predicting the Costs of Forwarding Contracts: Analysis of Data Mining Competition Results. 399-402
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    Eyad Kannout, Michal Grodzki, Marek Grzegorowski:
    Considering various aspects of models' quality in the ML pipeline - application in the logistics sector. 403-412
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    Stanislaw Kazmierczak:
    Prediction of the Costs of Forwarding Contracts with Machine Learning Methods. 413-416
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    Aleksandra Lewandowska:
    XGBoost meets TabNet in Predicting the Costs of Forwarding Contracts. 417-420
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    Slawomir Pioronski, Tomasz Górecki:
    Using gradient boosting trees to predict the costs of forwarding contracts. 421-424
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    Lukasz Podlodowski, Marek Kozlowski:
    Predicting the Costs of Forwarding Contracts Using XGBoost and a Deep Neural Network. 425-429
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    Dymitr Ruta, Ming Liu, Ling Cen, Quang Hieu Vu:
    Diversified gradient boosting ensembles for prediction of the cost of forwarding contracts. 431-436
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    Milena Trajanoska, Pavel Gjorgovski, Eftim Zdravevski:
    Application of Diversified Ensemble Learning in Real-life Business Problems: The Case of Predicting Costs of Forwarding Contracts. 437-446
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    Quang Hieu Vu, Ling Cen, Dymitr Ruta, Ming Liu:
    Key Factors to Consider when Predicting the Costs of Forwarding Contracts. 447-450
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    Haitao Xiao, Yuling Liu, Dan Du, Zhigang Lu:
    An Approach for Predicting the Costs of Forwarding Contracts using Gradient Boosting. 451-454

Computer Science and Systems

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    Sergiy Fialko:
    Block Subspace Iteration Method for Structural Analysis on Multicore Computers. 457-465
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    Anna Sasak-Okon:
    Flexible user query order for the speculative query support in RDBMS. 467-471

15th Workshop on Computer Aspects of Numerical Algorithms

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    Wlodzimierz Bielecki, Marek Palkowski, Maciej Poliwoda:
    Automatic code optimization for computing the McCaskill partition functions. 475-478
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    Beata Bylina, Jaroslaw Bylina, Monika Piekarz:
    Influence of loop transformations on performance and energy consumption of the multithreded WZ factorization. 479-488
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    Lubomír Stepánek, Filip Habarta, Ivana Malá, Lubos Marek:
    A short note on post-hoc testing using random forests algorithm: Principles, asymptotic time complexity analysis, and beyond. 489-497

30th International Symposium on Concurrency, Specification and Programming

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    Marek Adrian, Gianluigi Greco:
    An observation on pure strategies in Security Games. 501-504
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    Billy Naumann, Christine Jakobs, Matthias Werner:
    Formal analysis of timeliness in the RaSTA protocol. 505-514
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    Tomas Plachetka:
    Channel-Less Process Communication. 515-519
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    Lukasz Pulawski:
    Improvement of design anti-pattern detection with spatio-temporal rules in the software development process. 521-528

15th International Symposium on Multimedia Applications and Processing

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    Konrad Koniarski, Andrzej Myslinski:
    A Modified ICP Algorithm Based on FAST and Optical Flow for 3D Registration. 531-534
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    Andrzej Lamecki, Krzysztof Kaczmarski, Joanna Porter-Sobieraj:
    Hierarchical data structures in rendering scenes containing a massive number of light sources. 535-544
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    Marek Parfieniuk:
    Encrypting JPEG-compressed images by substituting Huffman code words. 545-549

12th Workshop on Scalable Computing

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    Morgan Geldenhuys, Benjamin J. J. Pfister, Dominik Scheinert, Lauritz Thamsen, Odej Kao:
    Khaos: Dynamically Optimizing Checkpointing for Dependable Distributed Stream Processing. 553-561
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    Kamil Jarosz, Lukasz Opiola, Lukasz Dutka, Renata G. Slota, Jacek Kitowski:
    Increasing data availability and fault tolerance for decentralized collaborative data-sharing systems. 563-566

Network Systems and Applications

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    Arman Ferdowsi:
    An Integer Programming Approach Reinforced by a Message-passing Procedure for Detecting Dense Attributed Subgraphs. 569-576
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    Jaroslaw Michalak:
    Location Accuracy of a Ground Station based on RSS in the Rice Channel. 577-580

1st Workshop on Complex Networks: Theory and Application

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    Pawel Dymora, Miroslaw Mazurek, Kamil Lyczko:
    The effectiveness analysis of selected IT tools for predictions of the COVID-19 pandemic. 583-586
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    Jan Sadolewski, Bartosz Trybus:
    Denotational Model and Implementation of Scalable Virtual Machine in CPDev. 587-591
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    Mariusz Skoczylas, Lukasz Gotówko, Mateusz Salach, Bartosz Trybus, Marcin Hubacz, Bartosz Pawlowicz:
    Room mapping system using RFID and mobile robots. 593-597

6th Workshop on Internet of Things - Enablers, Challenges and Applications

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    Stefan Bosse:
    Wireless Agent-based Distributed Sensor Tuple Spaces using Bluetooth and IP Broadcasting. 601-604
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    Hubert Buczynski, Pawel Pisarczyk, Krzysztof Cabaj:
    Resource Partitioning in Phoenix-RTOS for Critical and Noncritical Software for UAV systems. 605-609
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    Janusz Furtak:
    Data Exchange Protocol for Cryptographic Key Distribution System Using MQTT Service. 611-615
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    Michal Jarosz, Konrad S. Wrona, Zbigniew Zielinski:
    Formal verification of security properties of the Lightweight Authentication and Key Exchange Protocol for Federated IoT devices. 617-625
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    Krzysztof Kanciak, Konrad S. Wrona, Michal Jarosz:
    Secure Onboarding and Key Management in Federated IoT Environments. 627-634
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    Sarah Klein, Anna Hristoskova, Annanda Rath, Renaud Gonce:
    Anomaly detection on compressed data in resource-constrained smart water meters. 635-639
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    Ghada Moualla, Sébastien Bolle, Marc Douet, Éric Rutten:
    Self-adaptive Device Management for the IoT Using Constraint Solving. 641-650

3rd International Forum on Cyber Security, Privacy and Trust

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    Christine Jakobs, Matthias Werner, Karsten Schmidt, Gerhard Hansch:
    Heuristic Risk Treatment for ISO/SAE 21434 Development Projects. 653-662
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    Slawomir Matelski:
    Universal Key to Authentication Authority with Human-Computable OTP Generator. 663-671
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    Mariusz Sepczuk, Zbigniew Kotulski, Wojciech Niewolski, Tomasz Wojciech Nowak:
    Low-complexity access control scheme for MEC-based services. 673-681

Advances in Information Systems and Technologies

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    Amal Abid, Saoussen Cheikhrouhou, Slim Kallel, Mohamed Jmaiel:
    A Blockchain-Based Self-Sovereign Identity Approach for Inter-Organizational Business Processes. 685-694
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    Dariusz Dymek, Svitlana O. Didkivska, Mariusz Grabowski, Grazyna Paliwoda-Pekosz, Tetiana A. Vakaliuk:
    Students' Online Behaviour in the Time of the COVID-19 Pandemic: Insights from Poland and Ukraine. 695-699
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    Dmitriy Gakh:
    A Look at Evolution of Teams, Society, Smart Cities, and Information Systems based on Patterns of Primary, Adaptable, Information, and Creative Society. 701-704
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    Wlodzimierz Lewoniewski, Krzysztof Wecel, Witold Abramowicz:
    Identifying Reliable Sources of Information about Companies in Multilingual Wikipedia. 705-714
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    Barbara Probierz, Tomasz Jach, Jan Kozak, Radoslaw Pacud, Tomasz Turek:
    Modelling an IT solution to anonymise selected data processed in digital documents. 715-719
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    Marcus Vinicius Alencar Terra, Vanessa Tavares de Oliveira Barros, Rodolfo Miranda de Barros:
    Performance Management of IT Professionals: A Humanistic Model. 721-729

4th Workshop on Data Science in Health, Ecology and Commerce

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    Oussama Hamel, Messaouda Fareh:
    Encoder-Decoder Neural Network with Attention Mechanism for Types Detection in Linked Data. 733-739
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    Aleksandra Mrela, Oleksandr Sokolov, Maryla Bieniek-Majka, Veslava Osinska, Wlodzislaw Duch:
    Multi-agent model of trust dissemination based on optimistic and pessimistic fuzzy aggregation norms. 741-744
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    Minoru Nakayama, Wioletta Nowak, Anna Zarowska:
    Detecting Symptoms of Dementia in Elderly Persons using Features of Pupil Light Reflex. 745-749
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    Lukasz Sosnowski, Joanna Zulawinska, Soma Dutta, Iwona Szymusik, Aleksandra Zygula, Elzbieta Bambul-Mazurek:
    Artificial Intelligence in Personalized Healthcare Analysis for Womens' Menstrual Health Disorders. 751-760

17th Conference on Information Systems Management

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    Janis Bicevskis, Ivo Oditis, Zane Bicevska, Viesturs Spulis:
    Optimization of Processes for Shared Cars. 763-767
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    Aleksandra Baczkiewicz:
    Towards Temporal Multi-Criteria Assessment of Sustainable RES Exploitation in European Countries. 769-772
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    Christian Hrach, Rainer Alt, Stefan Sackmann:
    Process-oriented documentation of user requirements for analytical applications - challenges, state of the art and evaluation of a service-based configuration approach. 773-782
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    Bartlomiej Kizielewicz, Andrii Shekhovtsov, Wojciech Salabun:
    A novel iterative approach to determining compromise rankings. 783-787
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    Bartlomiej Kizielewicz, Bartosz Paradowski, Jakub Wieckowski, Wojciech Salabun:
    Towards the identification of MARCOS models based on intuitionistic fuzzy score functions. 789-798
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    Jaroslaw Watróbski, Aleksandra Baczkiewicz:
    Towards Sustainable Transport Assessment Considering Alternative Fuels Based on MCDA Methods. 799-808
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    Ewa Ziemba, Tomasz Papaj, Danuta Descours:
    Critical Success Factors for Adopting Electronic Document Management Systems in Government Units. 809-813

28th Conference on Knowledge Acquisition and Management

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    Natalia Nitarska, Piotr Wisniewski, Krzysztof Kluza, Mateusz Zaremba, Antoni Ligeza:
    Case Study of Designing Interface of the AGH Students Information Bulletin Work Support System. 817-826
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    Anna Nowacka, Dorota Jelonek:
    The impact of the multi-variant remote work model on knowledge management in enterprises. Applied tools. 827-835
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    Raghav Sharma, Deependra Singh, Raksha Sharma:
    Named Entity Recognition System for the Biomedical Domain. 837-840
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    Edward Szczerbicki, Cesar Sanín, Karina Sterling-Zuluaga:
    Representing and Managing Experiential Knowledge with Decisional DNA and its Drimos® Extension. 841-844

Advances in Software, System and Service Engineering

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    Istvan David, Eugene Syriani, Constantin Masson:
    Extensible Conflict-Free Replicated Datatypes for Real-time Collaborative Software Engineering. 849-853
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    Anton Dimov Hristozov, Eric Matson, J. Eric Dietz, Marcus K. Rogers:
    Sensor Data Protection in Cyber-Physical Systems. 855-859
• 
  • 
  • 
  • 
  • 
    Lukasz Korzeniowski, Krzysztof Goczyla:
    Discovering interactions between applications with log analysis. 861-869

Joint 42nd IEEE Software Engineering Workshop and 9th International Workshop on Cyber-Physical Systems

• 
  • 
  • 
  • 
  • 
    Venkata Krishna Chandra Mula, Lov Kumar, Lalita Bhanu Murthy Neti, Aneesh Krishna:
    Software Sentiment Analysis using Deep-learning Approach with Word-Embedding Techniques. 873-882
• 
  • 
  • 
  • 
  • 
    Necmettin Ozkan, Sevval Bal, Tugba Gurgen Erdogan, Mehmet Sahin Gök:
    Scrum, Kanban or a Mix of Both? A Systematic Literature Review. 883-893
• 
  • 
  • 
  • 
  • 
    Sanidhya Vijayvargiya, Lov Kumar, Lalita Bhanu Murthy Neti, Sanjay Misra:
    Software Requirements Classification using Deep-learning Approach with Various Hidden Layers. 895-904

7th Workshop on Model Driven Approaches in System Development

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  • 
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  • 
  • 
    Henrik Gustavsson, Jan Carlson, Eduard Enoiu:
    Model-Based System Engineering Adoption in the Vehicular Systems Domain. 907-911
• 
  • 
  • 
  • 
  • 
    Szymon Katra, Wiktor B. Daszczuk, Danny Czejdo:
    An Experimentation Framework for Specification and Verification of Web Services. 913-917
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  • 
  • 
  • 
  • 
    Kamil Rybinski, Michal Smialek:
    Beyond Low-Code Development: Marrying Requirements Models and Knowledge Representations. 919-928

7th Doctoral Symposium on Recent Advances in Information Technology

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  • 
  • 
  • 
  • 
    Olga Kaminska, Katarzyna Kaczmarek-Majer, Olgierd Hryniewicz:
    Impact of clustering unlabeled data on classification: case study in bipolar disorder. 931-934
• 
  • 
  • 
  • 
  • 
    Dzhakhongir Normatov, Paolo Mercorelli:
    Parameters Estimation of a Lotka-Volterra Model in an Application for Market Graphics Processing Units. 935-938
• 
  • 
  • 
  • 
  • 
    Tomasz Zietkiewicz:
    Tag and correct: high precision post-editing approach to speech recognition errors correction. 939-942

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