FedCSIS C

98 papers

YearTitle / Authors
2024A Blockchain-based Transaction Verification Infrastructure in Public Transportation.
Hidayet Burak Saritas, Geylani Kardas
2024A Hybrid Machine Learning Model for Forest Wildfire Detection using Sounds.
Robertas Damasevicius, Rytis Maskeliunas, Ahmad Qurthobi
2024A Machine Learning Approach for Anxiety and Depression Prediction Using PROMIS Questionnaires.
Arthur Ricardo de Sousa Vitória, Murilo de Oliveira Guimarães, Daniel Fazzioni, Aldo A. Díaz-Salazar, Ana Laura S. A. Zara, Iwens Gervásio Sene Júnior, Renato F. Bulcão-Neto
2024A Quantitative Study Using the ACC-PH Framework: Factors Affecting Cloud Computing Adoption in Saudi Private Hospitals.
Fayez Alshahrani, Natalia Beloff, Martin White
2024A bottom-up approach to select constrained spectral bands discriminating vine diseases.
Shurong Zhang, Alban Goupil, Valeriu Vrabie, Eric Perrin, Marie-Laure Panon
2024A framework for enabling ex-ante social impact assessment of project-based technological solutions: the case of Remote Infrastructure Inspection.
Nikolay Zherdev, Olivier Klein, Umberto Sconfienza, Philippe Gerber, Daniel Vladusic, Jethro Butler, Aljosa Pasic
2024A network clustering method based on intersection of random spanning trees.
László Hajdu, András London, András Pluhár
2024A novel ensemble learning technique of shallow models applied on a COVID-19 dataset.
Diogen Babuc
2024AI-Based Spatiotemporal Crop Monitoring by Cloud Removal in Satellite Images.
Jirí Pihrt, Petr Simánek, Alexander Kovalenko, Jirí Kvapil, Karel Charvát
2024Agent at the Edge: Opportunity and Challenges of Video Streaming Analytics at the CDN Edge.
Reza Shokri Kalan, Seren Gul
2024Agricultural Data Space: the METRIQA Platform and a Case Study in the CODECS project.
Manlio Bacco, Alexander Kocian, Antonino Crivello, Marco Gori, Giovanna Maria Dimitri, Paolo Barsocchi, Gianluca Brunori, Stefano Chessa
2024An AI-empowered energy-efficient portable NIRS solution for precision agriculture: A pilot study on a citrus fruit.
Giulia Cisotto, Tegegn Dagmawi Delelegn, Alberto Zancanaro, Ivan Reguzzoni, Edoardo Lotti, Sara L. Manzoni, Italo Francesco Zoppis
2024An Improved Genetic Algorithm for Set Cover using Rosenthal Potential.
Dena Tayebi, Saurabh Ray, Deepak Ajwani
2024An Ontology to Understand Programming Cocktails.
Alvaro Costa Neto, Maria João Varanda Pereira, Pedro Rangel Henriques
2024An autonomous vehicle in a connected environment: case study of cyber-resilience.
Guillaume Hutzler, Hanna Klaudel, Witold Klaudel, Franck Pommereau, Artur Rataj
2024An environment model in multi-agent reinforcement learning with decentralized training.
Rafal Niedziólka-Domanski, Jaroslaw Bylina
2024Assessing E-Learning Satisfaction in Saudi Higher Education Post-COVID-19: A Conceptual Framework for e-Services Impact Analysis.
Wafa Alshammari, Natalia Beloff, Martin White
2024Attentiveness on criticisms and definition about Explainable Artificial Intelligence.
Francisco Herrera
2024Automated feedback generation in an intelligent tutoring system for counselor education.
Eric Rudolph, Hanna Seer, Carina Mothes, Jens Albrecht
2024Automatic Generation of OpenCL Code through Polyhedral Compilation with LLM.
Marek Palkowski, Mateusz Gruzewski
2024Automotive Cybersecurity Engineering with Modeling Support.
Alexander Fischer, Juha-Pekka Tolvanen, Ramin Tavakoli Kolagari
2024Benchmarking OpenAI's APIs and Large Language Models for Repeatable, Efficient Question Answering Across Multiple Documents.
Elena Filipovska, Ana Mladenovska, Merxhan Bajrami, Jovana Dobreva, Vellislava Hillman, Petre Lameski, Eftim Zdravevski
2024Comparing Lazy Constraint Selection Strategies in Train Routing with Moving Block Control.
Stefan Engels, Robert Wille
2024Congestion Control in Streaming Services with an On-Off MPTCP Algorithm.
Lukasz Piotr Luczak, Przemyslaw Ignaciuk
2024Critical Success Factors for ERP Projects Revisited: An Update of Literature Reviews.
Christian Leyh, Alisa Lorenz, Michael Jan Faruga, Linda Koller
2024DSML4JaCaMo: A Modelling tool for Multi-agent Programming with JaCaMo.
Burak Karaduman, Baris Tekin Tezel, Geylani Kardas, Moharram Challenger
2024Dashboard User interface (UI) Implementation for remote critical infrastructure inspection by using UAV/Satellite in times of pandemic.
Romaio Bratskas, Dimitrios Papachristos, Petros Savvidis, George Leventakis, Enea Qerama, George Dahrouje
2024Decoding Financial Data: Machine Learning Approach to Predict Trading Actions.
Yat Chun Fung, Bekzod Amonov
2024Digital Twin Design for Autonomous Drones.
Danish Iqbal, Barbora Buhnova
2024Disease Diagnosis On Ships Using Hierarchical Reinforcement Learning.
Farwa Batool, Tehreem Hasan, Giancarlo Tretola, Zaib Ullah, Musarat Abbas
2024Dynamic Threat Intelligence for Improvement of Resilience of Critical Infrastructure During Pandemics.
Pablo de Juan Fidalgo, Aljosa Pasic, Susana Gonzalez Zarzosa
2024Dynamic relationship between population densities and air quality in the four largest Norwegian cities.
Petar Zhivkov, Todor Kesarovski
2024Efficiency and Reliability of Avalanche Consensus Protocol in Vehicular Communication Networks.
Saeed Ullah, Zaib Ullah, Abdullah Waqas
2024Efficient Maritime Healthcare Resource Allocation Using Reinforcement Learning.
Tehreem Hasan, Farwa Batool, Mario Fiorino, Giancarlo Tretola, Musarat Abbas
2024Empirical Insights into Cloud Adoption: A new Model Exploring Influencing Factors for Saudi Arabian Small and Medium Enterprises.
Mohammed Alqahtani, Natalia Beloff, Martin White
2024Enhancing Airbnb Price Predictions with Location-Based Data: A Case Study of Istanbul.
Özgün Akalin, Gülfem Isiklar Alptekin
2024Evolving the Enterprise Software Systems Landscape: Towards Anti-Patterns in Smalltalk-to-Java Code Transformation.
Marek Belohoubek, Robert Pergl
2024Experimenting with manual and automated data mining pipelines on the FedCSIS 2024 Data Science Challenge.
Max Lautenbach, Jusztina Judák, Luisa Buck, Marc Furier, Okan Mert Göktepe, Gregor Münker
2024Exploring Stability and Performance of hybrid Gradient Boosting Classification and Regression Models in Sectors Stock Trend Prediction: A Tale of Preliminary Success and Final Challenge.
Ming Liu, Ling Cen, Dymitr Ruta, Quang Hieu Vu
2024Exploring the role of Artificial Intelligence in assessing soft skills.
Matteo Ciaschi, Marco Barone
2024Extension-principle-based Solution Algorithm to Full LR-fuzzy Linear Programming Problems.
Bogdana Stanojevic, Milan J. Stanojevic, Nebojsa Nikolic
2024Forecasting Stock Trends with Feedforward Neural Networks.
Marcin Traskowski, Eyad Kannout
2024Goliath, a Programming Exercises Generator Supported by AI.
Tiago Carvalho Freitas, Alvaro Costa Neto, Maria João Varanda Pereira, Pedro Rangel Henriques
2024Graded Logic and Professional Decision Making.
Jozo Dujmovic
2024HPC operation with time-dependent cluster-wide power capping.
Alexander Kammeyer, Florian Burger, Daniel Lübbert, Katinka Wolter
2024Hospital Patient Distribution After Earthquake.
Stefka Fidanova, Leoneed Kirilov, Veselin Ivanov, Maria Ganzha
2024How CIs can Tackle Future Pandemics. A Multi-Domain Approach to Improve CI Resilience.
Stefan Schauer, Manuel Egger, Max Kesselbacher-Pirker, Isti Rodiah, Olga Horvadovska, Berit Lange, Norman F. R. M. Fauster, Hannes Zenz, Christian Kimmich
2024Impact of Local Geometry on Methods for Constructing Protein Conformations.
Wagner Rocha, Therese E. Malliavin, Antonio Mucherino, Leo Liberti
2024Impact of Spelling and Editing Correctness on Detection of LLM-Generated Emails.
Pawel Gryka, Kacper T. Gradon, Marek Kozlowski, Milosz Kutyla, Artur Janicki
2024IoB-TMAF: Internet of Body-based Telemedicine Adoption Framework.
Taif Ghiwaa, Imran Khan, Martin White, Natalia Beloff
2024Key Factors Influencing Mobile Banking Adoption in Saudi Arabia.
Amal Alzahrani, Natalia Beloff, Martin White
2024Key Financial Indicators Analysis and Stock Trend Forecasting Based on a Wrapper Feature Selection Method.
Chang Lin
2024LSTM-based Deep Neural Network With A Focus on Sentence Representation for Sequential Sentence Classification in Medical Scientific Abstracts.
Phat Lam, Lam Pham, Tin Nguyen, Hieu Tang, Michael Seidl, Medina Andresel, Alexander Schindler
2024Languages for Non-developers: What, How, Where? Invited Talk - Extended Abstract.
Juha-Pekka Tolvanen
2024LeAF: Leveraging Deep Learning for Agricultural Pest Detection and Classification for Farmers.
Aditya Sengupta
2024Learning from the COVID-19 Pandemic to Improve Critical Infrastructure Resilience using Temporal Fusion Transformers.
Jakob Jenko, João Pita Costa, Daniel Vladusic, Urban Bavcar, Rados Cabarkapa
2024Linked Labor Market Data: Towards a novel data housing strategy.
Kristine Hein
2024Literature Books Recommender System using Collaborative Filtering and Multi-Source Reviews.
Elena-Ruxandra Lutan, Costin Badica
2024Lower Bounds on Cardinality of Reducts for Decision Tables from Closed Classes.
Azimkhon Ostonov, Mikhail Moshkov
2024MBSPI - A Model-Based Security Pattern Integration Approach for software architectures.
Anas Motii, Mahmoud El Hamlaoui
2024Machine Learning in Energy and Thermal-aware Resource Management of Cloud Data Centers: A Taxonomy and Future Directions.
Shashikant Ilager, Rajkumar Buyya
2024Mixed-Methods Study of Arabic Online Review Influence on Purchase Intention (AOCR-PI).
Ahmad Alghamdi, Natalia Beloff, Martin White
2024Model-Agnostic Machine Learning Model Updating - A Case Study on a real-world Application.
Julia Poray, Bogdan Franczyk, Thomas Heller
2024Multi-Level Language Architectures as a Foundation for Advanced Enterprise Systems.
Ulrich Frank
2024Non-parametric comparison of survival functions with censored data: A computational analysis of greedy and Monte Carlo approaches.
Lubomír Stepánek, Filip Habarta, Ivana Malá, Lubos Marek
2024On Privacy of PRF+PUF-based Authentication.
Ferucio Laurentiu Tiplea
2024Optimization of the Cell-based Software Architecture by Applying the Community Detection Approach.
Milos Milic, Dragana D. Makajic-Nikolic
2024Organizational Capabilities for Business-IT Integration in Digital Enterprises.
Constanze Riedinger, Maike Netscher, Stephan Zimmermann
2024Pareto Optimal Solutions of the Biobjective Minimum Length Minimum Risk Spanning Trees Problem.
Lasko Laskov, Marin Marinov
2024Pathomorphological Diagnosis Process Modeling for Machine Learning Algorithms' Applying.
Malgorzata Pankowska, Mariusz Zytniewski, Mateusz Kozak, Krzysztof Tomaszek, Dominik Spinczyk
2024Plant-traits: how citizen science and artificial intelligence can impact natural science.
Giacomo Ignesti, Davide Moroni, Massimo Martinelli
2024Predicting Stock Trends Using Common Financial Indicators: A Summary of FedCSIS 2024 Data Science Challenge Held on KnowledgePit.ai Platform.
Aleksandar M. Rakicevic, Pavle D. Milosevic, Ivana T. Dragovic, Ana M. Poledica, Milica M. Zukanovic, Andrzej Janusz, Dominik Slezak
2024Proceedings of the 19th Conference on Computer Science and Intelligence Systems, FedCSIS 2024, Belgrade, Serbia, September 8-11, 2024.
Marek Bolanowski, Maria Ganzha, Leszek A. Maciaszek, Marcin Paprzycki, Dominik Slezak
2024Quality Control of Body Measurement Data Using Linear Regression Methods.
Janis Bicevskis, Edgars Diebelis, Zane Bicevska, Liva Purina
2024Real options analysis framework for agile projects.
Gloria J. Miller
2024Reinforcement Learning based Intelligent System for Personalized Exam Schedule.
Marco Barone, Matteo Ciaschi, Zaib Ullah, Armando Piccardi
2024Searching Stable Solutions For Stock Predictions: A Stacking Approach.
Ty Gross, Arthur Allebrandt Werlang, Apeksha Poudel, Julian Roß
2024Secretary problem revisited: Optimal selection strategy for top candidates using one try in a generalized version of the problem.
Lubomír Stepánek
2024Spoken Language Corpora Augmentation with Domain-Specific Voice-Cloned Speech.
Mateusz Czyznikiewicz, Lukasz Bondaruk, Jakub Kubiak, Adam Wiacek, Lukasz Degórski, Marek Kubis, Pawel Skórzewski
2024SrpCNNeL: Serbian Model for Named Entity Linking.
Milica Ikonic Nesic, Sasa Petalinkar, Ranka Stankovic, Milos Utvic, Olivera Kitanovic
2024Stacking Ensemble Machine Learning Modelling for Milk Yield Prediction Based on Biological Characteristics and Feeding Strategies.
Ruiming Xing, Baihua Li, Shirin Dora, Michael Whittaker, Janette Mathie
2024Strategy Registry: an optimized implementation of the Strategy design pattern in solidity for the Ethereum Blockchain.
Hamza Tamenaoul, Mahmoud El Hamlaoui, Mahmoud Nassar
2024Successfully Improving the User Experience of an Artificial Intelligence System.
Alexander Zender, Bernhard G. Humm, Anna Holzheuser
2024Task-driven single-image super-resolution reconstruction of document scan.
Maciej Zyrek, Michal Kawulok
2024Teaching Beginners to Program: should we start with block-based, text-based, or both notations?
Tomaz Kosar, Srdja Bjeladinovic, Dragana Ostojic, Milica Skembarevic, Ziga Leber, Olga Jejic, Filip Furtula, Milos Ljubisavljevic, Ivan Lukovic, Marjan Mernik
2024The Interplay of Learning Analytics and Artificial Intelligence.
Jelena Jovanovic
2024The comparison of pixel-based image analysis for detection of weeds in winter wheat from UAV imagery.
Vojtech Slezák, Katerina Kucharíková, Tomás Kaplánek, Vojtech Lukas, Jan Kren
2024Topic Modeling of the SrpELTeC Corpus: A Comparison of NMF, LDA, and BERTopic.
Teodora Mihajlov, Milica Ikonic Nesic, Ranka Stankovic, Olivera Kitanovic
2024Toward a Framework for Determining Methods of Evaluation in Design Science Research.
Julia Müller, Stefanie Würth, Thomas Schäffer, Christian Leyh
2024Towards crop traits estimation from hyperspectral data: evaluation of neural network models trained with real multi-site data or synthetic RTM simulations.
Lorenzo Parigi, Gabriele Candiani, Ignazio Gallo, Piero Toscano, Mirco Boschetti
2024Towards the analysis of errors in centrality measures in perpetuated networks.
Meetkumar Pravinbhai Mangroliya, Jens Dörpinghaus, Robert Rockenfeller
2024Towards to an interface design for a building operations CPS.
Filipe Moreira, Rosana Alexandre, Rosa Mariana Silva, João Oliveira, Manuel Alves, João Pereira, Ana Colim, Nelson Rodrigues
2024Towards understanding animal welfare by observing collective flock behaviors via AI-powered Analytics.
Savvas Karatsiolis, Pieris Panagi, Vassilis Vassiliades, Andreas Kamilaris, Nicolas Nicolaou, Efstathios Stavrakis
2024Trust Management Framework for Multi-Robot Systems.
Daniel Vojnar, Adela Bierska, Barbora Buhnova
2024Unconditional Token Forcing: Extracting Text Hidden Within LLM.
Jakub Hoscilowicz, Pawel Popiolek, Jan Rudkowski, Jedrzej Bieniasz, Artur Janicki
2024Using a Textual DSL With Live Graphical Feedback to Improve the CPS' Design Workflow of Hardware Engineers.
Twan Bolwerk, Marco Alonso, Mathijs Schuts
2024Virtual Power Plant Optimization Service - Benchmark of Solvers.
Filipe Alves, Rui Ribeiro, Maria Petiz, Ali Abbasi, Pedro Carvalho, Ricardo Faia, Pedro Faria, Zita Vale, Ricardo Rodrigues
2024d'Alembert Convolution for Enhanced Spatio-Temporal Analysis of Forest Ecosystems.
Rytis Maskeliunas, Robertas Damasevicius