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ORCID18th FedCSIS 2023: Warsaw, Poland
- Maria Ganzha, Leszek A. Maciaszek, Marcin Paprzycki, Dominik Slezak:
Proceedings of the 18th Conference on Computer Science and Intelligence Systems, FedCSIS 2023, Warsaw, Poland, September 17-20, 2023. Annals of Computer Science and Information Systems 35, 2023, ISBN 978-83-967447-8-4
Main Track Invited Contributions
- Andrea Agiollo
, Andrea Omicini:
Measuring Trustworthiness in Neuro-Symbolic Integration. 1-10 - Lipika Dey, Sudeshna Jana, Tirthankar Dasgupta, Tanay Gupta:
Deciphering Clinical Narratives - Augmented Intelligence for Decision Making in Healthcare Sector. 11-24 - Marta Kwiatkowska, Xiyue Zhang:
When to Trust AI: Advances and Challenges for Certification of Neural Networks. 25-37 - Roman Slowinski:
Multiple Criteria Decision Aiding by Constructive Preference Learning (Keynote Lecture - Extended Abstract). 39 - Kiril Danilchenko, Nir Lazmi, Michael Segal:
Online Learning Framework for Radio Link Failure Prediction in FANETs. 41-48 - Maisha Maliha, Golnaz Habibi, Mohammed Atiquzzaman:
A Survey on Congestion Control and Scheduling for Multipath TCP: Machine Learning vs Classical Approaches. 49-61 - Gianpiero Cattaneo:
Abstract Approach to Entropy and Co-Entropy in Measurable and Probability Spaces (Invited Lecture - Extended Abstract). 63-64 - Maciej Ziobrowski, Miroslaw Ochodek, Jerzy R. Nawrocki, Bartosz Walter:
Towards reliable rule mining about code smells: The McPython approach (Invited Lecture - Extended Abstract). 65-66 - Chris Cornelis, Henri Bollaert:
Combination of Fuzzy Sets and Rough Sets for Machine Learning Purposes (Tutorial Lecture - Extended Abstract). 67 - Soma Dutta, Davide Ciucci:
Rough Sets: Introduction, History and Selected Applications (Tutorial Lecture - Extended Abstract). 69-70 - Andrzej Janusz, Sebastian Stawicki:
Reducts in Rough Sets: Algorithmic Insights, Open Source Libraries and Applications (Tutorial - Extended Abstract). 71
Main Track Regular Papers
- Hamad Almansour, Natalia Beloff, Martin White:
Type 1 Diabetes Mellitus Saudi Patients' Perspective on the Adopting IoT-Enabled CGM: Validation of Critical Factors in the IAI-CGM A Framework. 73-81 - Paulina Aniola, Sushant Kumar Pandey, Miroslaw Staron, Miroslaw Ochodek:
Defect Backlog Size Prediction for Open-Source Projects with the Autoregressive Moving Average and Exponential Smoothing Models. 83-92 - Markus Bauer, Christoph Augenstein:
Can Unlabelled Data Improve AI Applications? A Comparative Study on Self-Supervised Learning in Computer Vision. 93-101 - Maysoon Bineid, Natalia Beloff, Martin White, Anastasia Khanina:
CADM: Big Data to Limit Creative Accounting in Saudi-Listed Companies. 103-110 - Arman Ferdowsi, Maryam Dehghan Chenary:
Toward an Optimal Solution to the Network Partitioning Problem. 111-117 - Robert Gieroba, Lukasz Kruk:
Diffusion Limits for Shortest Remaining Processing Time Queues with Multiple Customer Types. 119-130 - Konrad Gmyrek, Michal Antkiewicz, Pawel B. Myszkowski:
Genetic Algorithm for Planning and Scheduling Problem - StarCraft II Build Order case study. 131-140 - Lukasz Korzeniowski, Krzysztof Goczyla:
Discovering relationships between data in enterprise system using log analysis. 141-150 - Christian Leyh, Marcel Lange, Alisa Lorenz:
The Use of Digital Technologies in German Business Consultancies. 151-160 - Alisa Lorenz, Nils Madeja, Christian Leyh:
A Framework for Assessing the Sustainability of Intelligent Transport Systems in the Smart City Context. 161-169 - Tijana Markovic, Alireza Dehlaghi-Ghadim, Miguel Leon, Ali Balador, Sasikumar Punnekkat:
Time-series Anomaly Detection and Classification with Long Short-Term Memory Network on Industrial Manufacturing Systems. 171-181 - Tomasz Mazurkiewicz:
XOR-based decomposition and its application in memory-based and reversible logic synthesis. 183-190 - Samaneh Mohammadi, Mohammadreza Mohammadi, Sima Sinaei, Ali Balador, Ehsan Nowroozi, Francesco Flammini, Mauro Conti:
Balancing Privacy and Accuracy in Federated Learning for Speech Emotion Recognition. 191-199 - Necmettin Ozkan, Karen Eilers, Mehmet Sahin Gök:
Back to the Essential: A Literature-Based Review on Agile Mindset. 201-211 - Barbara Probierz, Jan Kozak, Adam Piasecki, Angelika Podlaszewska:
Sign language interpreting - relationships between research in different areas - overview. 213-223 - Mateusz Platek, Jan Mielniczuk:
Enhancing naive classifier for positive unlabeled data based on logistic regression approach. 225-233 - Alexander Zender, Bernhard G. Humm, Tim Pachmann:
Improving the Efficiency of Meta AutoML via Rule-based Training Strategies. 235-246
Main Track Short Papers
- Piotr Biczyk, Lukasz Wawrowski:
Towards automated detection of adversarial attacks on tabular data. 247-251 - Magdalena Grzanka, Artur Strzelecki:
Change of Brand Management in Social Media During the Russia-Ukraine War: Findings from Poland. 253-258 - Przemyslaw Glomb, Michal Cholewa, Pawel Foszner, Jakub Bularz:
Continual learning of a time series model using a mixture of HMMs with application to the IoT fuel sensor verification. 259-264 - Alexander Kammeyer, Florian Burger, Daniel Lübbert, Katinka Wolter:
Towards an HPC cluster digital twin and scheduling framework for improved energy efficiency. 265-268 - Dorota Kuchta, Jerzy Grobelny, Rafal Michalski, Jan Schneider:
Perception of vector and triangle representations of fuzzy number most possible value changes. 269-274 - Elena-Ruxandra Lutan, Costin Badica:
Emotion-Based Literature Books Recommender Systems. 275-280 - Taoufiq El Moussaoui, Loqman Chakir:
BERT-CLSTM model for the classification of Moroccan commercial courts verdicts. 281-284 - Nedim Mujic, Almir Karabegovic:
Calculating and comparing solar radiation results using GIS in the City Sarajevo area. 285-290 - Dragana Nikolova, Petre Lameski, Ivan Miguel Pires, Eftim Zdravevski:
Towards Industry 4.0: Machine malfunction prediction based on IIoT streaming data. 291-296 - Jakub Pokrywka, Krzysztof Jassem, Piotr Wierzchon, Piotr Badylak, Grzegorz Kurzyp:
Reranking for a Polish Medical Search Engine. 297-302 - Christoph Schwarzweller:
Developing Field Theory in Mizar. 303-308 - Adam Wasilewski:
Clusterization methods for multi-variant e-commerce interfaces. 309-313 - Arkadiusz Wojna, Katarzyna Jachim, Lukasz Kosson, Lukasz Kowalski, Damian Manski, Michal Manski, Krzysztof Mroczek, Krzysztof Niemkiewicz, Robert Piszczatowski, Maciej Próchniak, Tomasz Romanczuk, Piotr Skibinski, Marcin Staszczyk, Michal Szostakiewicz, Leszek Tur, Damian Wójcik, Maciej Zuchniak:
QMAK: Interacting with Machine Learning Models and Visualizing Classification Process. 315-318
Thematic Tracks Regular Papers
- Muhammad Ovais Ahmad:
Psychological Safety, Leadership and Non-Technical Debt in Large Scale Agile Software Development. 327-334 - Tumu Akshar, Lov Kumar, Yogita, Lalita Bhanu Murthy Neti:
Comparative Analysis of Word Embedding and Machine Learning Techniques for Classification of Software Developer Communications on Gitter. 335-346 - Zakaria Bairi, Kadda Beghdad Bey, Olfa Ben Ahmed, Abdenour Amamra, Abbas Bradai:
Dual-Path Image Reconstruction: Bridging Vision Transformer and Perceptual Compressive Sensing Networks. 347-354 - Mateusz Bartosiewicz, Marcin Iwanowski, Martika Wiszniewska, Karolina Fraczak, Pawel Lesnowolski:
On combining image features and word embeddings for image captioning. 355-365 - Stefan Bosse:
IoT and Edge Computing using virtualized low-resource integer Machine Learning with support for CNN, ANN, and Decision Trees. 367-376 - Beata Bylina, Jaroslaw Bylina, Monika Piekarz:
Impact of processor frequency scaling on performance and energy consumption for WZ factorization on multicore architecture. 377-383 - Lukasz Blaszczyk, Michalina Mizura, Aleksander Plocharski, Joanna Porter-Sobieraj:
Simulating Large-Scale Topographic Terrain Features with Reservoirs and Flowing Water. 385-392 - Giovanna Castellano, Pasquale De Marinis, Gennaro Vessio:
Applying Knowledge Distillation to Improve Weed Mapping With Drones. 393-400 - Sabrina Chowdhury, Snehasis Mukhopadhyay, Kumpati S. Narendra:
Mutual Learning Algorithm for Kidney Cyst, Kidney Tumor and Kidney Stone Diagnosis. 401-410 - Abdelhafid Dahhani, Ilham Alloui, Sébastien Monnet, Flavien Vernier:
A Graph Matching Algorithm to extend Wise Systems with Semantic. 411-420 - Mauro Dell'Amico, Jafar Jamal, Roberto Montemanni:
Modelling and Solving the Precedence-Constrained Minimum-Cost Arborescence Problem with Waiting-Times. 421-430 - Maciej Drozdowski, Joanna Berlinska, Thomas G. Robertazzi:
Optimum Large Sensor Data Filtering, Networking and Computing. 431-440 - Lucas Erlandson, Zachary R. Atkins, Alyson Fox, Christopher J. Vogl, Agnieszka Miedlar, Colin Ponce:
Resilient s-ACD for Asynchronous Collaborative Solutions of Systems of Linear Equations. 441-450 - Marko Esche, Levin Ho, Martin Nischwitz, Reinhard Meyer:
Risk-Based Continuous Quality Control for Software in Legal Metrology. 451-461 - Richard Fechner, Jens Dörpinghaus, Anja Firll:
Classifying Industrial Sectors from German Textual Data with a Domain Adapted Transformer. 463-470 - Christophe Feltus, Damien Nicolas, Carlos Kavka, Djamel Khadraoui, Salim Belouettar, Natalia A. Konchakova, Heinz A. Preisig, Peter Klein:
Towards Enhancing Open Innovation Efficiency: A Method for Ontological Integration of BPMN and EMMO. 471-479 - Andrew Gozillon, Hossein Haeri, James Riordan, Paul Keir:
Compiler Support for Parallel Evaluation of C++ Constant Expressions. 481-490 - Grzegorz Góra, Andrzej Skowron, Arkadiusz Wojna:
Explainability in RIONA Algorithm Combining Rule Induction and Instance-Based Learning. 491-502 - Jan Gasienica-Józkowy, Boguslaw Cyganek, Mateusz Knapik, Szymon Glogowski, Lukasz Przebinda:
Estimation of absolute distance and height of people based on monocular view and deep neural networks for edge devices operating in the visible and thermal spectra. 503-511 - Bettina K. Hakius:
The reception of holidays in social networks: A case study on Twitter. 513-522 - Anika Hannemann, Erik Buchmann:
Is Homomorphic Encryption Feasible for Smart Mobility? 523-532 - Alexandre Heintzmann, Christian Artigues, Pascale Bendotti, Sandra Ulrich Ngueveu, Cécile Rottner:
Efficient exact A* algorithm for the single unit hydro unit commitment problem. 533-543 - Rahma Hellali, Zaineb Chelly Dagdia, Karine Zeitouni:
Clustering Corticosteroids Responsiveness in Sepsis Patients using Game-Theoretic Rough Sets. 545-556 - Patrick Hillebrand, Markus Westner:
Tenure and Background of CIOs in Germany: Influencing Factors and International Comparison. 557-566 - Bogumila Hnatkowska, Piotr Zabawa:
A reusability-oriented use-case model specification language. 567-576 - Naeem Iqbal, Christoph Manss, Christian Scholz, Philipp Daniel König, Matthias Igelbrink, Arno Ruckelshausen:
AI-based Maize and Weeds detection on the edge with CornWeed Dataset. 577-584 - Michal Junczyk:
BIGOS - Benchmark Intended Grouping of Open Speech Corpora for Polish Automatic Speech Recognition. 585-590 - Bartlomiej Kizielewicz, Jakub Wieckowski, Jaroslaw Jankowski:
MLP-COMET-based decision model re-identification for continuous decision-making in the complex network environment. 591-602 - Lasko Laskov, Marin Marinov:
List Of Pareto Optimal Solutions of a Biobjective Shortest Path Problem. 603-613 - Octavian-Florin Maghiar, Teodora Selea, Adrian Copie, Flavia Micota, Mircea Marin:
Comparative Analysis of Exact, Heuristic and Metaheuristic Algorithms for Flexible Assembly Scheduling. 615-625 - Tomas Potuzak, Richard Lipka:
Current Trends in Automated Test Case Generation. 627-636 - Julian Premm, Hagen Peukert, Dennis Rössel, Mareike Silber:
Analysis of a GPT-3 chatbot with respect to its input in a sales dialogue. 637-647 - Kimon-Antonios Provatas, Ioannis Tzannetos, Vassilios Vescoukis:
Standards-based Cyber Threat Intelligence sharing using private Blockchains. 649-656 - Mikolaj Pudo, Mateusz Wosik, Artur Janicki:
Open Vocabulary Keyword Spotting with Small-Footprint ASR-based Architecture and Language Models. 657-666 - Alain Quilliot, José Luis Figueroa, Hélène Toussaint:
Algorithmic Handling of Time Expanded Networks. 667-676 - Constanze Riedinger, Melanie Huber, Niculin Prinz:
Factors for Effective Communication of IT Costs and IT Business Value. 677-687 - Radoslaw Rudek:
An Enhancement of Reinforcement Learning by Scheduling with Learning Effects. 689-697 - Kamil Rybinski, Michal Smialek:
Multi-queue service for task scheduling based on data availability. 699-709 - Jarogniew Rykowski:
Semi-persistent services for IoT networks using RESTful approach. 711-720 - Jan Sadolewski, Bartosz Trybus:
Exception Handling in Programmable Controllers with Denotational Model. 721-730 - Wojciech Salabun, Andrii Shekhovtsov:
An Innovative Drastic Metric for Ranking Similarity in Decision-Making Problems. 731-738 - Klaus Schmidt, Andreas Niekler, Cathleen Kantner, Manuel Burghardt:
Classifying Speech Acts in Political Communication: A Transformer-based Approach with Weak Supervision and Active Learning. 739-748 - Zipani Tom Sinkala, Sebastian Herold:
Investigating the Effect of Partial and Real-Time Feedback in INMAP Code-To-Architecture Mapping. 749-758 - Bartlomiej Starosta, Mieczyslaw A. Klopotek, Slawomir T. Wierzchon, Dariusz Czerski:
Hashtag Discernability - Competitiveness Study of Graph Spectral and Other Clustering Methods. 759-767 - Jakub Sychowiec, Zbigniew Zielinski:
An Experimental Framework for Secure and Reliable Data Streams Distribution in Federated IoT Environments. 769-780 - Korneliusz Szymanski, Miroslaw Ochodek:
On the Applicability of the Pareto Principle to Source-Code Growth in Open Source Projects. 781-789 - Evelin Szögi, Tamás Kis:
Scheduling Jobs to Minimize a Convex Function of Resource Usage. 791-799 - Hugo Vaillaud, Claire Hanen, Emmanuel Hyon, Cyrille Enderli:
Target search with an allocation of search effort to overlapping cones of observation. 801-811 - Michal R. Wróbel, Dorota Przala, Pawel Weichbroth:
Exploring the Prevalence of Anti-patterns in the Application of Scrum in Software Development Organizations. 813-822 - Yaru Zhang, Arif Yilmaz, Mirela Popa, Christopher Brewster:
Analysis of the Impact of Data Augmentation on the Performance of Deep Learning Models in Multispectral Food Authenticity Identification. 823-832 - Beata Zielosko, Urszula Stanczyk, Kamil Jablonski:
Filtering Decision Rules Driven by Sequential Forward and Backward Selection of Attributes: An Illustrative Example in Stylometric Domain. 833-842 - Andrzej Sluzek, Marcin Dudzinski, Tomasz Swislocki:
Automatic Colorization of Digital Movies using Decolorization Models and SSIM Index. 843-853
Thematic Tracks Short Papers
- Sheraz Aslam, Herodotos Herodotou, Eduardo Garro, Alvaro Martinez-Romero, Maria Angeles Burgos Simon, Alessandro Cassera, George Papas, Petros Dias, Michalis P. Michaelides:
IoT for the Maritime Industry: Challenges and Emerging Applications. 855-858 - Paolo Bertellini, Gianluca D'Addese, Giorgia Franchini, Simone Parisi, Carmelo Scribano, Daniele Zanirato, Marko Bertogna:
Binary Classification of Agricultural Crops Using Sentinel Satellite Data and Machine Learning Techniques. 859-864 - Ilona Bluemke, Pawel Borsukiewicz:
Experiments on software error prediction using Decision Tree and Random Forest algorithms. 865-869 - Karolina Bogacka, Anastasiya Danilenka, Katarzyna Wasielewska-Michniewska:
Diagnosing Machine Learning Problems in Federated Learning Systems: A Case Study. 871-876 - Marek Bolanowski, Andrzej Paszkiewicz, Hubert Mazur:
Use of traffic sampling in anomaly detection for high-throughput network links. 877-882 - Adam Borowicz:
L1-Norm Principal Component Analysis Using Quaternion Rotations. 883-888 - Antonio Bruno, Davide Moroni, Massimo Martinelli:
Efficient Deep Learning Approach for Olive Disease Classification. 889-894 - Beata Bylina, Monika Piekarz:
The scalability in terms of the time and the energy for several matrix factorizations on a multicore machine. 895-900 - Aleksandra Baczkiewicz, Jaroslaw Watróbski:
Selection of floating photovoltaic system considering strong sustainability paradigm using SSP-COPRAS method. 901-905 - Marcin Ciecholewski:
Urban scene semantic segmentation using the U-Net model. 907-912 - Fayona Cowperthwaite, Jennifer Horkoff, Sylwia Kopczynska:
The Effects of Native Language on Requirements Quality. 913-917 - Anastasiya Danilenka, Karolina Bogacka, Katarzyna Wasielewska-Michniewska:
One-shot federated learning with self-adversarial data. 919-924 - Anastasiya Danilenka:
Mitigating the effects of non-IID data in federated learning with a self-adversarial balancing method. 925-930 - Stanislaw Deniziak, Miroslaw Plaza, Lukasz Arcab:
Real-time Communication Model for IoT Systems. 931-936 - Anna Derezinska, Dawid Sygocki:
Review of Automated Code Refactoring of C# Programs. 937-941 - Shelley Dowrie, Jean-Paul Van Belle, Marita Turpin:
Employee Technostress in South Africa's Hybrid Workplaces: Causes and Coping Mechanisms. 943-947 - Roman Dusek, Aleksander Wawer, Christopher Galias, Lidia Wojciechowska:
Improving Domain-Specific Retrieval by NLI Fine-Tuning. 949-953 - Stefka Fidanova, Maria Ganzha:
Ant Colony Optimization for Workforce Planning with Hybridization. 955-959 - Jakub Flotynski, Pawel Sobocinski, Michal Sliwicki, Mikolaj Maik:
Future and Backward Exploration of XR Environments. 961-965 - Kacper Fornalczyk, Kamil Bortko, Aneta Disterheft, Jaroslaw Jankowski:
Improving the Performance of Multiscene Marketing Video Content through its Dynamics Adjustments. 967-972 - Bartlomiej Gawrych, Pawel Czarnul:
Performance assessment of OpenMP constructs and benchmarks using modern compilers and multi-core CPUs. 973-978 - Pawel Gburzynski, Janusz Zalewski:
A short note on computing permutations. 979-982 - Denys Gobov, Nikolai Sokolovskiy:
Association Rule Mining for Requirement Elicitation Techniques in IT Projects. 983-987 - Ralf-Christian Härting, Maren Gerst, Jasmin Zerrer:
Potentials and Challenges of Gamification in Recruiting. 989-994 - Gábor Hartyányi, László Czúni:
Recognition of Weeds in Cornfields. 995-999 - Przemyslaw Ignaciuk, Michal Morawski:
Price-Shaped Optimal Water Reflow in Prosumer Energy Cascade Hydro Plants. 1001-1005 - Aleksandra Jedlinska, Dominik Pisarski, Grzegorz Mikulowski, Bartlomiej Blachowski, Lukasz Jankowski:
Semi-Active Control of a Shear Building based on Reinforcement Learning: Robustness to measurement noise and model error. 1007-1010 - Wlodzimierz Kasprzak, Mateusz Hryciów:
Gender-aware speaker's emotion recognition based on 1-D and 2-D features. 1011-1015 - Michal Kassjanski, Marcin Kulawiak, Tomasz Przewozny, Dmitry Tretiakow, Jagoda Kurylowicz, Andrzej Molisz, Krzysztof Kozminski, Aleksandra Kwasniewska, Paulina Mierzwinska-Dolny, Milosz Grono:
Detecting type of hearing loss with different AI classification methods: a performance review. 1017-1022 - Bartlomiej Kizielewicz, Jaroslaw Jankowski:
Dynamic SITCOM: an innovative approach to re-identify social network evaluation models. 1023-1027 - Mateusz Korona, Bartosz Zabolotny, Fryderyk Koziol, Mateusz Biernacki, Radoslaw Giermakowski, Pawel Rurka, Marta Chmiel, Mariusz Rawski:
IoTrust - a HW/SW framework supporting security core baseline features for IoT. 1029-1034 - Marzena Kryszkiewicz:
On Gower Similarity Coefficient and Missing Values. 1035-1040 - Lukasz Kurant:
Mechanism for detecting cause-and-effect relationships in court judgments. 1041-1046 - Wojciech Kwedlo:
Expectation-Maximization Algorithms for Gaussian Mixture Models Using Linear Algebra Libraries on Parallel Shared-Memory Systems. 1047-1052 - Ivan Lirkov, Marcin Paprzycki, Maria Ganzha:
Performance Analysis of a 3D Elliptic Solver on Intel Xeon Computer System. 1053-1058 - Daniil Maksymenko, Nataliia Saichyshyna, Marcin Paprzycki, Maria Ganzha, Oleksii Turuta, Mirela Alhasani:
Controllability for English-Ukrainian Machine Translation by Using Style Transfer Techniques. 1059-1068 - Sylvia Melzer, Meike Klettke, Franziska Weise, Kaja Harter-Uibopuu, Ralf Möller:
EpiDoc Data Matching for Federated Information Retrieval in the Humanities. 1069-1074 - Aditya Srinivas Menon, Gouri Nair:
VICRA: Variance-Invariance-Covariance Regularization for Attack Prediction. 1075-1080 - Szilárd Molnár, Levente Tamás:
Segmentation Methods Evaluation on Grapevine Leaf Diseases. 1081-1085 - Adam Nowakowski, Wlodzimierz Kasprzak:
Automatic speaker's age classification in the Common Voice database. 1087-1091 - Tzvetan Ostromsky, Ivan Dimov, Rayna Georgieva, Venelin Todorov:
Sensitivity Study of a Large-scale Air Pollution Model on the Bulgarian Petascale Supercomputer Discoverer. 1093-1100 - Hagen Peukert:
Inscrutability versus Privacy and Automation versus Labor in Human-Centered AI: Approaching Ethical Paradoxes and Directions for Research. 1101-1105 - Radoslaw Puka, Iwona Skalna, Tomasz Derlecki:
New measures of algorithms quality for permutation flow-shop scheduling problem. 1107-1111 - Paulo Quaresma, Pedro D. Medeiros, Adriano Lopes:
PSE for Analysis of 3D Tomographic Images in Materials Science. 1113-1117 - Julien Rodriguez, François Galea, François Pellegrini, Lilia Zaourar:
Path Length-Driven Hypergraph Partitioning: An Integer Programming Approach. 1119-1123 - Mateusz Salach, Bartosz Trybus, Bartosz Pawlowicz, Marcin Hubacz:
Laundry Cluster Management Using Cloud. 1125-1129 - Jan Sawicki:
Text embeddings and clustering for characterizing online communities on Reddit. 1131-1136 - Hércules Cardoso da Silva, Marco Aurelio Stefanes, Vinícius Capistrano:
Runge-Kutta Method and WSM6 Microphysics for Weather Prediction on Hybrid Parallel Platform. 1137-1141 - Mohamad Soubra, Marek Kisiel-Dorohinicki, Marcin Kurdziel, Marek Zachara:
Incident Detection with Pruned Residual Multilayer Perceptron Networks. 1143-1148 - Marcin Sowanski, Artur Janicki:
Optimizing Machine Translation for Virtual Assistants: Multi-Variant Generation with VerbNet and Conditional Beam Search. 1149-1154 - Kinga Stec, Przemyslaw Stpiczynski:
Performance of Portable Sparse Matrix-Vector Product Implemented Using OpenACC. 1155-1160 - Patryk Sulej, Krzysztof Hryniów:
Using graph solutions to identify "troll farms" and fake news propagation channels. 1161-1166 - Venelin Todorov, Slavi G. Georgiev, Ivan Dimov, Tzvetan Ostromsky:
A Stochastic Optimization Technique for UNI-DEM framework. 1167-1172 - Vasyl Ustimenko, Aneta Wróblewska:
Extremal algebraic graphs, quadratic multivariate public keys and temporal rules. 1173-1178 - Vasyl Ustimenko, Tymoteusz Chojecki, Michal Klisowski:
On Extremal Algebraic Graphs and implementations of new cubic Multivariate Public Keys. 1179-1184 - Pedro Vicente, Pedro M. Santos, Barikisu Asulba, Nuno Martins, Joana Sousa, Luís Almeida:
Comparing Performance of Machine Learning Libraries across Computing Platforms. 1185-1189 - Sandra Virbukaite, Jolita Bernataviciene:
Deep Neural Networks application for Cup-to-Disc ratio estimation in eye fundus images. 1191-1195 - Piotr Wasilewski, Janusz Kacprzyk, Slawomir Zadrozny:
On some concept lattice of social choice functions. 1197-1203 - Wojciech Wegrzynek, Pawel Topa:
Postquantum symmetric cryptography inspired by neural networks. 1205-1210 - Laura Zanella, Yannick Toussaint:
Adding Linguistic Information to Transformer Models Improves Biomedical Event Detection? 1211-1216 - Marek Zborowski, Witold Chmielarz:
Sensitivity analysis of the criteria weights used in selected MCDA methods in the multi-criteria assessment of banking services in Poland in 2022. 1217-1222 - Lubomír Stepánek, Filip Habarta, Ivana Malá, Lubos Marek:
Let's estimate all parameters as probabilities: Precise estimation using Chebyshev's inequality, Bernoulli distribution, and Monte Carlo simulations. 1223-1227 - Lubomír Stepánek, Filip Habarta, Ivana Malá, Lubos Marek:
A lower bound for proportion of visibility polygon's surface to entire polygon's surface: Estimated by Art Gallery Problem and proven that cannot be greatly improved. 1229-1233 - Milos Svana:
Social Media, Topic Modeling and Sentiment Analysis in Municipal Decision Support. 1235-1239
PolEval
- Lukasz Kobylinski, Maciej Ogrodniczuk, Piotr Rybak, Piotr Przybyla, Piotr Pezik, Agnieszka Mikolajczyk, Wojciech Janowski, Michal Marcinczuk, Aleksander Smywinski-Pohl:
PolEval 2022/23 Challenge Tasks and Results. 1243-1250 - Jakub Pokrywka:
Punctuation Prediction for Polish Texts using Transformers. 1251-1254 - Krzysztof Wróbel, Jakub Karbowski, Pawel Lewkowicz:
Abbreviation Disambiguation in Polish Press News Using Encoder-Decoder Models. 1255-1264 - Jakub Pokrywka:
Passage Retrieval of Polish Texts Using OKAPI BM25 and an Ensemble of Cross Encoders. 1265-1269 - Marek Kozlowski:
Hybrid retrievers with generative re-rankers. 1271-1276 - Konrad Wojtasik:
Multi-index Retrieve and Rerank with Sequence-to-Sequence Model. 1277-1279 - Anna Pacanowska:
Passage Retrieval in question answering systems in Polish language. 1281-1286
Cybersecurity Threat Detection in the Behavior of IoT Devices
- Michal Czerwinski, Marcin Michalak, Piotr Biczyk, Blazej Adamczyk, Daniel Iwanicki, Iwona Kostorz, Maksym Brzeczek, Andrzej Janusz, Marek Hermansa, Lukasz Wawrowski, Artur Kozlowski:
Cybersecurity Threat Detection in the Behavior of IoT Devices: Analysis of Data Mining Competition Results. 1289-1293 - Chang Lin:
Tackling Variable-length Sequences with High-cardinality Features in Cyber-attack Detection. 1295-1299 - Dymitr Ruta, Ming Liu, Ling Cen:
Beating Gradient Boosting: Target-Guided Binning for Massively Scalable Classification in Real-Time. 1301-1306 - Slawomir Pioronski, Tomasz Górecki:
Spotting Cyber Breaches in IoT Devices. 1307-1310 - Ming Liu, Ling Cen, Dymitr Ruta:
Gradient boosting models for cybersecurity threat detection with aggregated time series features. 1311-1315
Center for Artificial Intelligence Challenge on Conversational AI Correctness
- Marek Kubis, Pawel Skórzewski, Marcin Sowanski, Tomasz Zietkiewicz:
Center for Artificial Intelligence Challenge on Conversational AI Correctness. 1319-1324 - Szymon Jadczak, Rafal Jaworski:
Boosting conversational AI correctness by accounting for ASR errors using a sequence to sequence model. 1325-1328
Temporal Image Caption Retrieval Competition
- Jakub Pokrywka, Piotr Wierzchon, Kornel Weryszko, Krzysztof Jassem:
Temporal Image Caption Retrieval Competition - Description and Results. 1331-1336 - Patryk Kaszuba:
Multimodal Neural Networks in the Problem of Captioning Images in Newspapers. 1337-1340
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