Maria Ganzha

Employment

• Warsaw University of Technology Associate Professor
  2015 - Present
• Systems Research Institute Associate Professor
  2006 - Present

Education

Education history is unavailable.

Projects & Funding

• Autonomous, scalablE, tRustworthy, intelligent European meta Operating System for the IoT edge-cloud continuum HORIZON EUROPE Digital, Industry and Space
  2022 - 2025
• Architecture for Scalable, Self-*, human-centric, Intelligent, Secure, and Tactile next generation IoT H2020 Industrial Leadership
  2020 - 2024
• Interoperability of Heterogeneous IoT Platforms H2020 Industrial Leadership
  2016 - 2018

Publications (40)

• Agentic Travel Support System Platform
  2027 DOI: 10.1007/978-3-032-41794-7_41
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• Multi-agent Robotic Control with Onboard Vision-Language Models
  2027 DOI: 10.1007/978-3-032-41794-7_38
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• Grapes Ready for Picking: Investigating the Readiness of Precision Viticulture Datasets for Scene Reconstruction
  Sensors 2026 DOI: 10.3390/s26216708
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• Optimal Earthquake Victim Assistance
  2026 DOI: 10.15439/2026F1398
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• Federated Data Fabric for the Cloud-Edge-IoT Continuum
  Applied Sciences 2026 DOI: 10.3390/app16189102
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• Evaluating Moral and Ethical Alignment in Large Language Models: A Dungeons & Dragons Benchmark
  Applied Sciences 2026 DOI: 10.3390/app16136769
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• Community-Aware Network Dismantling via Gateways: Large-Scale Evaluation on LFR Benchmarks
  Jan Sawicki, Maria Ganzha, Marcin Paprzycki

  +2 more

  • Jihui Han
  • Subhajit Sahu
  Future Internet 2026 DOI: 10.3390/fi18040212
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• Fake News Detection: It’s All in the Data!
  Soveatin Kuntur, Anna Wróblewska, Maria Ganzha +2 more
  Applied Sciences 2026 DOI: 10.3390/app16031585
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• A Case Study of Artificial Neural Network Compression Methods for Resource-Constrained Multi-Label Classification
  Informatica 2026 DOI: 10.15388/26-INFOR620
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• Cascade systems as an implementation of a gray-box architecture: A case study in traceability for microservice scaling
  Computer Science and Information Systems 2026 DOI: 10.2298/CSIS250425014G
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• Clickbait Detection: Quick Inference with Maximum Impact
  2026 DOI: 10.1007/978-3-032-29909-3_3
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• EnergyTwin: A Multi-agent System for Simulating and Coordinating Energy Microgrids
  2026 DOI: 10.1007/978-3-032-23241-0_10
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• Graph Neural Networks for Misinformation Detection: Performance–Efficiency Trade-Offs
  2026 DOI: 10.1007/978-3-032-29909-3_1
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• INFERMed: A PK/PD-Aware Retrieval-Augmented System for Explainable Drug-Drug Interaction Analysis
  2026 DOI: 10.1007/978-3-032-23241-0_9
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• Practical Considerations for Deploying Frugal AI in the IoT-Edge-Cloud Continuum
  2026 DOI: 10.1007/978-3-032-23241-0_21
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• Representing and Querying Data Tensors in RDF and SPARQL
  2026 DOI: 10.1007/978-3-031-99554-5_12
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• Knitwear Production Scheduling
  2025 DOI: 10.15439/2025F4025
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• Frugal Self-Optimization Mechanisms for Edge–Cloud Continuum
  Zofia Wrona, Katarzyna Wasielewska-Michniewska, Maria Ganzha +2 more
  Sensors 2025 DOI: 10.3390/s25216556
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• Leveraging Network Analysis and NLP for Intelligent Data Mining of Taxonomies and Folksonomies of PornHub
  Applied Sciences 2025 DOI: 10.3390/app15179250
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• Under the Influence: A Survey of Large Language Models in Fake News Detection
  IEEE Transactions on Artificial Intelligence 2025 DOI: 10.1109/TAI.2024.3471735
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