Maria Ganzha

ORCID

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 107

Top Venues

CoRR

BDA (Astronomy, Science, and Engineering)

FedCSIS

SQAMIA

Publications

Soveatin Kuntur, Anna Wróblewska, Marcin Paprzycki, Maria Ganzha
Fake News Detection: It's All in the Data! CoRR (2024)
Piotr Sowinski, Anh Le-Tuan, Pawel Szmeja, Maria Ganzha
Not All RDF is Created Equal: Investigating RDF Load Times on Resource-Constrained Devices. CoRR (2024)
Daniil Maksymenko, Nataliia Saichyshyna, Marcin Paprzycki, Maria Ganzha, Oleksii Turuta, Mirela Alhasani
Controllability for English-Ukrainian Machine Translation by Using Style Transfer Techniques. FedCSIS (2023)
Jaroslaw Legierski, Kajetan Rachwal, Piotr Sowinski, Wojciech Niewolski, Przemyslaw Ratuszek, Zbigniew Kopertowski, Marcin Paprzycki, Maria Ganzha
Towards Edge-Cloud Architectures for Personal Protective Equipment Detection. CoRR (2023)
Maria Ganzha, Aleksander Denisiuk, Piotr Sowinski, Katarzyna Wasielewska-Michniewska, Marcin Paprzycki
Multi-Domain Named Entity Recognition for Robotic Process Automation. HICSS (2023)
Piotr Lewandowski, Wieslaw Pawlowski, Marcin Paprzycki, Maria Ganzha, Ignacio Lacalle Úbeda
Towards Autonomous Configuration Management for IoT Ecosystems. WF-IoT (2023)
Zofia Wrona, Wojciech Buchwald, Maria Ganzha, Marcin Paprzycki, Florin Leon, Noman Noor, Constantin-Valentin Pal
Overview of Software Agent Platforms Available in 2023. Inf. 14 (6) (2023)
Piotr Sowinski, Maria Ganzha, Marcin Paprzycki
RiverBench: an Open RDF Streaming Benchmark Suite. CoRR (2023)
Zofia Wrona, Maria Ganzha, Marcin Paprzycki, Stanislaw Krzyzanowski
Extended Green Cloud - Modeling Cloud Infrastructure with Green Energy Sources. PAAMS (2023)
Piotr Sowinski, Pawel Szmeja, Maria Ganzha, Marcin Paprzycki
RDF Stream Taxonomy: Systematizing RDF Stream Types in Research and Practice. CoRR (2023)
Marek Bolanowski, Alicja Gerka, Andrzej Paszkiewicz, Maria Ganzha, Marcin Paprzycki
Application of Genetic Algorithm to Load Balancing in Networks with a Homogeneous Traffic Flow. ICCS (2) (2023)
Stefka Fidanova, Maria Ganzha
Ant Colony Optimization for Workforce Planning with Hybridization. FedCSIS (2023)
Piotr Sowinski, Kajetan Rachwal, Anastasiya Danilenka, Karolina Bogacka, Monika Kobus, Anna Dabrowska, Andrzej Paszkiewicz, Marek Bolanowski, Maria Ganzha, Marcin Paprzycki
Frugal Heart Rate Correction Method for Scalable Health and Safety Monitoring in Construction Sites. Sensors 23 (14) (2023)
Jan Sawicki, Maria Ganzha, Marcin Paprzycki, Yutaka Watanobe
Reddit CrosspostNet - Studying Reddit Communities with Large-Scale Crosspost Graph Networks. Algorithms 16 (9) (2023)
Md. Mostafizer Rahman, Yutaka Watanobe, Pawel Szmeja, Piotr Sowinski, Marcin Paprzycki, Maria Ganzha
Code Semantics Learning with Deep Neural Networks: An AI-Based Approach for Programming Education. ICCS (5) (2023)
Albert Roethel, Maria Ganzha, Anna Wróblewska
Enriching language models with graph-based context information to better understand textual data. CoRR (2023)
Zofia Wrona, Maria Ganzha, Marcin Paprzycki, Stanislaw Krzyzanowski
Analysis of Job Processing Data - Towards Large Cloud Infrastructure Operation Simulation. BDA (Astronomy, Science, and Engineering) (2023)
Elena-Ruxandra Lutan, Costin Badica, Maria Ganzha, Marcin Paprzycki
Emergent Topic-Based Classification of Literature Books Using Social Data Analysis. IDC (2023)
Marek Bolanowski, Alicja Gerka, Andrzej Paszkiewicz, Maria Ganzha, Marcin Paprzycki
Application of genetic algorithm to load balancing in networks with a homogeneous traffic flow. CoRR (2023)
Damian Rakus, Maria Ganzha, Marcin Paprzycki, Artur Bicki
Exploring Approaches to Detection of Anomalies in Streaming Data. BDA (Astronomy, Science, and Engineering) (2023)
Jan Sawicki, Maria Ganzha, Marcin Paprzycki
The State of the Art of Natural Language Processing - A Systematic Automated Review of NLP Literature Using NLP Techniques. Data Intell. 5 (3) (2023)
Amelia Badica, Costin Badica, Ion Buligiu, Liviu Ion Ciora, Maria Ganzha, Marcin Paprzycki
Solving the Mountain Car Problem Using Genetic Algorithms. LSSC (2023)
Ivan Lirkov, Marcin Paprzycki, Maria Ganzha
Performance Analysis of a 3D Elliptic Solver on Intel Xeon Computer System. FedCSIS (2023)
Maria Kedzierska, Mikolaj Spytek, Marcelina Kurek, Jan Sawicki, Maria Ganzha, Marcin Paprzycki
Topic Modeling Applied to Reddit Posts. BDA (Astronomy, Science, and Engineering) (2023)
Katarzyna Wasielewska-Michniewska, Marcin Paprzycki, Maria Ganzha
Semantics for Resource Selection in Next Generation Internet of Things Systems. BDA (Astronomy, Science, and Engineering) (2023)
Jitendra Kumar Samriya, Mohit Kumar, Maria Ganzha, Marcin Paprzycki, Marek Bolanowski, Andrzej Paszkiewicz
An Energy Aware Clustering Scheme for 5G-Enabled Edge Computing Based IoMT Framework. ICCS (1) (2022)
Stefka Fidanova, Ivan T. Dimov, Denitsa Angelova, Maria Ganzha
Application of Methaeuristics for Agricultural System Modelling. WCO (2022)
Piotr Sowinski, Katarzyna Wasielewska-Michniewska, Maria Ganzha, Wieslaw Pawlowski, Pawel Szmeja, Marcin Paprzycki
Efficient RDF Streaming for the Edge-Cloud Continuum. WF-IoT (2022)
Venelin Todorov, Ivan Dimov, Maria Ganzha, Marcin Paprzycki
Advanced Stochastic Approaches for Applied Computing in Environmental Modeling. PPAM (1) (2022)
Elie Saad, Marcin Paprzycki, Maria Ganzha
Practical Aspects of Zero-Shot Learning. CoRR (2022)
Jan Sawicki, Maria Ganzha, Marcin Paprzycki, Amelia Badica
Exploring Usability of Reddit in Data Science and Knowledge Processing. Scalable Comput. Pract. Exp. 23 (1) (2022)
Adriana Klimczak, Marcel Wenka, Maria Ganzha, Marcin Paprzycki
Explorations in Active Learning Applied to Image Classification. BDA (Astronomy, Science, and Engineering) (2022)
Alejandro Fornés-Leal, Ignacio Lacalle, Carlos Enrique Palau, Pawel Szmeja, Maria Ganzha, Marcin Paprzycki, Eduardo Garro, Francisco Blanquer
ASSIST-IoT: A Reference Architecture for Next Generation Internet of Things. SoMeT (2022)
Lukasz Palys, Maria Ganzha, Marcin Paprzycki
Machine Learning for Bus Travel Prediction. ICCS (1) (2022)
Jaroslaw Legierski, Kajetan Rachwal, Piotr Sowinski, Wojciech Niewolski, Przemyslaw Ratuszek, Zbigniew Kopertowski, Marcin Paprzycki, Maria Ganzha
Towards Edge-Cloud Architectures for Personal Protective Equipment Detection. ICIMMI (2022)
Dominik Lewy, Jacek Mandziuk, Maria Ganzha, Marcin Paprzycki
StatMix: Data Augmentation Method that Relies on Image Statistics in Federated Learning. ICONIP (4) (2022)
Lukasz Palys, Maria Ganzha, Marcin Paprzycki
Applying machine learning to predict behavior of bus transport in Warsaw, Poland. CoRR (2022)
Przemyslaw Holda, Kajetan Rachwal, Jan Sawicki, Maria Ganzha, Marcin Paprzycki
Agents Assembly: Domain Specific Language for Agent Simulations. PAAMS (2022)
Karolina Bogacka, Katarzyna Wasielewska-Michniewska, Marcin Paprzycki, Maria Ganzha, Anastasiya Danilenka, Lambis Tassakos, Eduardo Garro
Introducing Federated Learning into Internet of Things ecosystems - preliminary considerations. CoRR (2022)
Karolina Bogacka, Katarzyna Wasielewska-Michniewska, Marcin Paprzycki, Maria Ganzha, Anastasiya Danilenka, Lambis Tassakos, Eduardo Garro
Introducing Federated Learning into Internet of Things ecosystems - preliminary considerations. WF-IoT (2022)
Marek Bolanowski, Kamil Zak, Andrzej Paszkiewicz, Maria Ganzha, Marcin Paprzycki, Piotr Sowinski, Ignacio Lacalle, Carlos Enrique Palau
Eficiency of REST and gRPC realizing communication tasks in microservice-based ecosystems. CoRR (2022)
Michal Drozdowicz, Maria Ganzha, Marcin Paprzycki
Semantic Access Control for Privacy Management of Personal Sensing in Smart Cities. IEEE Trans. Emerg. Top. Comput. 10 (1) (2022)
Jitendra Kumar Samriya, Mohit Kumar, Maria Ganzha, Marcin Paprzycki, Marek Bolanowski, Andrzej Paszkiewicz
An Energy Aware Clustering Scheme for 5G-enabled Edge Computing based IoMT Framework. CoRR (2022)
Dominik Lewy, Jacek Mandziuk, Maria Ganzha, Marcin Paprzycki
StatMix: Data augmentation method that relies on image statistics in federated learning. CoRR (2022)
Andrzej Paszkiewicz, Mateusz Salach, Maria Ganzha, Marcin Paprzycki, Marek Bolanowski, Grzegorz Budzik, Hubert Wójcik, Fotios Konstantinidis, Carlos Enrique Palau
Implementation of UI Methods and UX in VR in Case of 3D Printer Tutorial. SoMeT (2022)
Rakesh Kumar, Vatsala Anand, Sheifali Gupta, Maria Ganzha, Marcin Paprzycki
Automatic Identification of Cataract by Analyzing Fundus Images Using VGG19 Model. BDA (Astronomy, Science, and Engineering) (2022)
Piotr Sowinski, Katarzyna Wasielewska-Michniewska, Maria Ganzha, Wieslaw Pawlowski, Pawel Szmeja, Marcin Paprzycki
Efficient RDF Streaming for the Edge-Cloud Continuum. CoRR (2022)
Anastasiya Danilenka, Maria Ganzha, Marcin Paprzycki, Jacek Mandziuk
Using adversarial images to improve outcomes of federated learning for non-IID data. CoRR (2022)
Piotr Sowinski, Katarzyna Wasielewska-Michniewska, Maria Ganzha, Marcin Paprzycki, Costin Badica
Ontology Reuse: The Real Test of Ontological Design. SoMeT (2022)
Piotr Sowinski, Katarzyna Wasielewska-Michniewska, Maria Ganzha, Marcin Paprzycki, Costin Badica
Ontology Reuse: the Real Test of Ontological Design. CoRR (2022)
Elie Saad, Marcin Paprzycki, Maria Ganzha
Practical Aspects of Zero-Shot Learning. ICCS (1) (2022)
Jaydip Kumar, Jitendra Kumar Samriya, Marek Bolanowski, Andrzej Paszkiewicz, Wieslaw Pawlowski, Maria Ganzha, Katarzyna Wasielewska-Michniewska, Bartlomiej Solarz-Niesluchowski, Marcin Paprzycki, Ignacio Lacalle Úbeda, Carlos Enrique Palau
Towards 6G-Enabled Edge-Cloud Continuum Computing - Initial Assessment. ICACIS (2022)
Piotr Sowinski, Katarzyna Wasielewska-Michniewska, Maria Ganzha, Marcin Paprzycki
Topical Classification of Food Safety Publications with a Knowledge Base. CoRR (2022)
Stefka Fidanova, Ivan Dimov, Denitsa Angelova, Maria Ganzha
Agricultural System Modelling with Ant Colony Optimization. FedCSIS (2022)
Aleksander Denisiuk, Maria Ganzha, Katarzyna Wasielewska-Michniewska, Marcin Paprzycki
Feature Extraction for Polish Language Named Entities Recognition in Intelligent Office Assistant. HICSS (2022)
Marek Bolanowski, Kamil Zak, Andrzej Paszkiewicz, Maria Ganzha, Marcin Paprzycki, Piotr Sowinski, Ignacio Lacalle, Carlos Enrique Palau
Eficiency of REST and gRPC Realizing Communication Tasks in Microservice-Based Ecosystems. SoMeT (2022)
Karolina Bogacka, Anastasiya Danilenka, Katarzyna Wasielewska-Michniewska, Marcin Paprzycki, Maria Ganzha, Eduardo Garro, Lambis Tassakos
Introducing Federated Learning into Internet of Things Ecosystems - Maintaining Cooperation Between Competing Parties. BDA (Astronomy, Science, and Engineering) (2022)
Elie Saad, Marcin Paprzycki, Maria Ganzha, Amelia Badica, Costin Badica, Stefka Fidanova, Ivan Lirkov, Mirjana Ivanovic
Generalized Zero-Shot Learning for Image Classification - Comparing Performance of Popular Approaches. Inf. 13 (12) (2022)
Michal Lemiec, Karol Malinowski, Mateusz Szymonski, Maria Ganzha, Marcin Paprzycki
Agent-based modelling of car platooning for traffic optimization. ISAMSR (2021)
Gleb Peregud, Maria Ganzha, Marcin Paprzycki
Control plane systems tracing and debugging - towards implementation. ISPDC (2021)
Stefka Fidanova, Maria Ganzha, Olympia Roeva
InterCriteria Analyzis of Hybrid Ant Colony Optimization Algorithm for Multiple Knapsack Problem. FedCSIS (2021)
Kumar Nalinaksh, Piotr Lewandowski, Maria Ganzha, Marcin Paprzycki, Wieslaw Pawlowski, Katarzyna Wasielewska-Michniewska
Implementing Autonomic Internet of Things Ecosystems - Practical Considerations. PaCT (2021)
Amelia Badica, Costin Badica, Marek Bolanowski, Stefka Fidanova, Maria Ganzha, Stanislav Harizanov, Mirjana Ivanovic, Ivan Lirkov, Marcin Paprzycki, Andrzej Paszkiewicz, Kacper Tomczyk
Cascaded Anomaly Detection with Coarse Sampling in Distributed Systems. BDA (Astronomy, Science, and Engineering) (2021)
Jaisal Singh, Srinivasan Natesan, Marcin Paprzycki, Maria Ganzha
Experimenting with Assamese Handwritten Character Recognition. BDA (Astronomy, Science, and Engineering) (2021)
Michal Drozdowicz, Maria Ganzha, Marcin Paprzycki
Semantic Access Control for Privacy Management of Personal Sensing in Smart Cities. CoRR (2021)
Ivan Lirkov, Stanislav Harizanov, Marcin Paprzycki, Maria Ganzha
Performance analysis of parallel high-resolution image restoration algorithms on Intel supercomputer. Concurr. Comput. Pract. Exp. 33 (4) (2021)
Piotr Janus, Maria Ganzha, Artur Bicki, Marcin Paprzycki
Applying Machine Learning to Study Infrastructure Anomalies in a Mid-size Data Center - Preliminary Considerations. HICSS (2021)
Michal Kortala, Tatiana Jaworska, Maria Ganzha, Marcin Paprzycki
Skin Cancer Recognition for Low Resolution Images. BDA (Astronomy, Science, and Engineering) (2021)
Amelia Badica, Costin Badica, Maria Ganzha, Mirjana Ivanovic, Marcin Paprzycki
Multi-agent Spatial SIR-Based Modeling and Simulation of Infection Spread Management. ICCS (3) (2021)
Jan Sawicki, Maria Ganzha, Marcin Paprzycki
Reddit-TUDFE: practical tool to explore Reddit usability in data science and knowledge processing. CoRR (2021)
Sabin-Mihai Simionescu, Amelia Badica, Costin Badica, Maria Ganzha, Marcin Paprzycki
On the Role of Blockchain in Evolving the Online Business Landscape. ICTAS (2021)
Mariusz Marek Mesjasz, Maria Ganzha, Marcin Paprzycki
Modeling cyber-physical systems - a GliderAgent 3.0 perspective. J. Intell. Inf. Syst. 55 (1) (2020)
Stefka Fidanova, Olympia Roeva, Maria Ganzha
Ant Colony Optimization Algorithm for Fuzzy Transport Modelling: InterCriteria Analysis. WCO@FedCSIS (2020)
Aleksandra Byczynska, Maria Ganzha, Marcin Paprzycki, Mikolaj Kutka
Evidence quality estimation using selected machine learning approaches. ICTAS (2020)
Constantin-Valentin Pal, Florin Leon, Marcin Paprzycki, Maria Ganzha
A Review of Platforms for the Development of Agent Systems. CoRR (2020)
Gianfranco E. Modoni, Enrico Giacinto Caldarola, Nicola Mincuzzi, Marco Sacco, Katarzyna Wasielewska, Pawel Szmeja, Maria Ganzha, Marcin Paprzycki, Wieslaw Pawlowski
Integrating IoT platforms using the INTER-IoT approach: A case study of the CasAware project. J. Ambient Intell. Smart Environ. 12 (6) (2020)
Stefka Fidanova, Olympia Roeva, Maria Ganzha
Ant Colony Optimization Algorithm for Fuzzy Transport Modelling. FedCSIS (2020)
Claudio Savaglio, Maria Ganzha, Marcin Paprzycki, Costin Badica, Mirjana Ivanovic, Giancarlo Fortino
Agent-based Internet of Things: State-of-the-art and research challenges. Future Gener. Comput. Syst. 102 (2020)
Maryan Plakhtiy, Maria Ganzha, Marcin Paprzycki
Comparing Performance of Classifiers Applied to Disaster Detection in Twitter Tweets - Preliminary Considerations. BDA (2020)
Michal Piesio, Maria Ganzha, Marcin Paprzycki
Applying Machine Learning to Anomaly Detection in Car Insurance Sales. BDA (2020)
Stefka Fidanova, Gabriel Luque, Olympia Roeva, Maria Ganzha
Ant Colony Optimization Algorithm for Workforce Planning: Influence of the Evaporation Parameter. FedCSIS (2019)
Jan Zalewski, Maria Ganzha, Marcin Paprzycki
Recommender system for board games. ICSTCC (2019)
Mirjana Ivanovic, Amelia Badica, Maria Ganzha, Marcin Paprzycki, Costin Badica, Aleksandra Klasnja-Milicevic
On Measuring Learning Success of Students with Disabilities in Virtual Environments. SQAMIA (2019)
Arkadiusz Zaluski, Maria Ganzha, Marcin Paprzycki, Costin Badica, Amelia Badica, Mirjana Ivanovic, Stefka Fidanova, Ivan Lirkov
Experimenting with facilitating collaborative travel recommendations. ICSTCC (2019)
Amelia Badica, Costin Badica, Ion Buligiu, Liviu Ion Ciora, Maria Ganzha, Mirjana Ivanovic, Marcin Paprzycki
Optimizing Nash Social Welfare in Semi-Competitive Intermediation Networks. INISTA (2019)
Mirjana Ivanovic, Aleksandra Klasnja-Milicevic, Maria Ganzha, Amelia Badica, Marcin Paprzycki, Costin Badica
Usability and Quality Parameters for E-Learning Environments and Systems. SQAMIA (2018)
Rafal Tkaczyk, Katarzyna Wasielewska, Maria Ganzha, Marcin Paprzycki, Wieslaw Pawlowski, Pawel Szmeja, Giancarlo Fortino
Cataloging Design Patterns for Internet of Things Artifact Integration. ICC Workshops (2018)
Amelia Badica, Costin Badica, Ion Buligiu, Mirjana Ivanovic, Maria Ganzha, Marcin Paprzycki
On Software Complexity of Agent-Oriented Logic Programs: an Empirical Analysis. SQAMIA (2018)
Pawel Szmeja, Maria Ganzha, Marcin Paprzycki, Wieslaw Pawlowski
Dimensions of Semantic Similarity. Advances in Data Analysis with Computational Intelligence Methods (2018)
Maria Ganzha, Marcin Paprzycki, Wieslaw Pawlowski, Pawel Szmeja, Katarzyna Wasielewska
Identifier Management in Semantic Interoperability Solutions for IoT. ICC Workshops (2018)
Michal Drozdowicz, Motasem Alwazir, Maria Ganzha, Marcin Paprzycki
Graphical Interface for Ontology Mapping with Application to Access Control. ACIIDS (1) (2017)
Maria Ganzha, Marcin Paprzycki, Wieslaw Pawlowski, Pawel Szmeja, Katarzyna Wasielewska, Bartlomiej Solarz-Niesluchowski, Jara Suárez de Puga García
Towards High Throughput Semantic Translation. InterIoT/SaSeIoT (2017)
Stanislav Harizanov, Ivan Lirkov, Krassimir Georgiev, Marcin Paprzycki, Maria Ganzha
Performance analysis of a parallel algorithm for restoring large-scale CT images. J. Comput. Appl. Math. 310 (2017)
Mirjana Ivanovic, Amelia Badica, Maria Ganzha, Costin Badica, Marcin Paprzycki
Improvement of Requirements Engineering Course - Medical Software Case Study. SQAMIA (2017)
Maria Ganzha, Marcin Paprzycki, Wieslaw Pawlowski, Pawel Szmeja, Katarzyna Wasielewska
Towards Common Vocabulary for IoT Ecosystems - preliminary Considerations. ACIIDS (1) (2017)
Sylwia Nowak, Maria Ganzha, Marcin Paprzycki, Costin Badica, Mirjana Ivanovic, Sabin Simionescu
Agent-based system for highway gasoline price negotiations. BCI (2017)
João L. R. Moreira, Laura Daniele, Luís Ferreira Pires, Marten van Sinderen, Katarzyna Wasielewska, Pawel Szmeja, Wieslaw Pawlowski, Maria Ganzha, Marcin Paprzycki
Towards IoT Platforms' Integration Semantic Translations between W3C SSN and ETSI SAREF. SEMANTiCS Workshops (2017)
Claudio Savaglio, Giancarlo Fortino, Maria Ganzha, Marcin Paprzycki, Costin Badica, Mirjana Ivanovic
Agent-Based Computing in the Internet of Things: A Survey. IDC (2017)
Maria Ganzha, Marcin Paprzycki, Wieslaw Pawlowski, Pawel Szmeja, Katarzyna Wasielewska, Carlos Enrique Palau
From implicit semantics towards ontologies - practical considerations from the INTER-IoT perspective. CCNC (2017)
Maria Ganzha, Marcin Paprzycki, Wieslaw Pawlowski, Pawel Szmeja, Katarzyna Wasielewska
Semantic interoperability in the Internet of Things: An overview from the INTER-IoT perspective. J. Netw. Comput. Appl. 81 (2017)

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Publication Activity (10 Years)

Top Topics

Top Venues

Maria Ganzha