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Author

Polina Kozlovska

Observed names: Kozlovska, P., Kozlovska, P. (Polina)
Observed institution: University of Szczecin
ORCID: 0009-0004-0456-7730
Observed ORCID: 0009-0004-0456-7730
OpenAlex ID: A5028449371
Integrating Artificial Intelligence Agents with the Internet of Things for Enhanced Environmental Monitoring: Applications in Water Quality and Climate Data
2025 · Tymoteusz Miller, Irmina Durlik, et al. · Electronics · 268
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Enhancing Safety in Autonomous Maritime Transportation Systems with Real-Time AI Agents
2025 · Irmina Durlik, Tymoteusz Miller, et al. · Applied Sciences · 45
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The Role of Lightweight AI Models in Supporting a Sustainable Transition to Renewable Energy: A Systematic Review
2025 · Tymoteusz Miller, Irmina Durlik, et al. · Energies · 43
Artificial Intelligence in Maritime Cybersecurity: A Systematic Review of AI-Driven Threat Detection and Risk Mitigation Strategies
2025 · Tymoteusz Miller, Irmina Durlik, et al. · Electronics · 42
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Artificial Intelligence in Aquatic Biodiversity Research: A PRISMA-Based Systematic Review
2025 · Tymoteusz Miller, Grzegorz Michoński, et al. · Biology · 39
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Leveraging Large Language Models for Enhancing Safety in Maritime Operations
2025 · Tymoteusz Miller, Irmina Durlik, et al. · Applied Sciences · 36
Revolutionizing Marine Traffic Management: A Comprehensive Review of Machine Learning Applications in Complex Maritime Systems
2023 · Irmina Durlik, Tymoteusz Miller, et al. · Applied Sciences · 36
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Waste Heat Utilization in Marine Energy Systems for Enhanced Efficiency
2024 · Tymoteusz Miller, Irmina Durlik, et al. · Energies · 24
Harnessing Ai for Environmental Resilience: Mitigating Heavy Metal Pollution and Advancing Sustainable Practices in Diverse Spheres
2023 · Tymoteusz Miller, Danuta Cembrowska-Lech, et al. · ГРААЛЬ НАУКИ · 13
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Federated Learning for Decentralized Electricity Market Optimization: A Review and Research Agenda
2025 · Tymoteusz Miller, Irmina Durlik, et al. · Energies · 11
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Xgboost in Environmental Ecology: a Powerful Tool for Sustainable Insights
2023 · Miller Tymoteusz, Polina Kozlovska, et al. · ГРААЛЬ НАУКИ · 11
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Advancing Water Quality Prediction: the Role of Machine Learning in Environmental Science
2024 · Tymoteusz Miller, Adrianna Łobodzińska, et al. · ГРААЛЬ НАУКИ · 6
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Leveraging random forest techniques for enhanced microbiological analysis: a machine learning approach to investigating microbial communities and their interactions
2023 · Daria Chrobak, Maciej Kołodzieczak, et al. · InterConf · 4
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Deciphering the Deep: Machine Learning Approaches to Understanding Oceanic Ecosystems
2024 · Tymoteusz Miller, Adrianna Łobodzińska, et al. · ГРААЛЬ НАУКИ · 2
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Advancing water quality monitoring through artificial neural networks: present insights and future opportunities in scientific exploration
2023 · Tymoteusz Miller, Danuta Cembrowska-Lech, et al. · InterConf · 2
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Harnessing Xgboost 2.0: a Leap Forward in Climate Science Analytics
2023 · Miller Tymoteusz, Polina Kozlovska, et al. · ГРААЛЬ НАУКИ
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Empowering Oceanic Research: Leveraging Gpt-4 Architecture in the Study of Marine Aerosols
2023 · Tymoteusz Miller, Klaudia Lewita, et al. · ГРААЛЬ НАУКИ
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Boosting Modern Society: Advancements and Applications of the Adaboost Algorithm in Diverse Domains
2023 · Miller, T. (Tymoteusz), Lewita, K. (Klaudia), et al. · Neliti
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Works count: 19
Citation count: 582
H-index: 11
I10-index: 11
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