Publications

@misc{kaynak2026mmwave,
  author = {Kaynak, Baran and Kaynak, S{\"u}meyye and Kusiak, Andrew},
  title  = {Privacy-Preserving, Low-Cost mmWave Anomaly Detection for Computer-Integrated Manual Assembly with Deep Temporal Models},
  year   = {2026},
  note   = {SSRN Preprint 5387180},
  doi    = {10.2139/ssrn.5387180},
  url    = {https://ssrn.com/abstract=5387180}
}

@article{kaynak2025hybriddss,
  author  = {Kaynak, S{\"u}meyye and Kaynak, Baran and Uygun, {\"O}zer},
  title   = {A Hybrid Decision Support System for the Resource Allocation Problem in Cloud Manufacturing Platforms},
  journal = {Arabian Journal for Science and Engineering},
  year    = {2025},
  doi     = {10.1007/s13369-024-09641-y}
}

@article{kaynak2025citytwin,
  author  = {Kaynak, S{\"u}meyye and Kaynak, Baran and Mermer, Omer and Demir, Ibrahim},
  title   = {City-Scale Digital Twin Framework for Flood Impact Analysis: Integrating Urban Infrastructure and Real-time Data Analytics},
  journal = {Urban Climate},
  volume  = {64},
  pages   = {102640},
  year    = {2025},
  doi     = {10.1016/j.uclim.2025.102640}
}

@article{kaynak2025geowc,
  author  = {Kaynak, S{\"u}meyye and Kaynak, Baran and Ramirez, Carlos Erazo and Demir, Ibrahim},
  title   = {Geo-WC: Custom Web Components for Earth Science Organizations and Agencies},
  journal = {Environmental Modelling \& Software},
  year    = {2025},
  doi     = {10.1016/j.envsoft.2025.106328}
}

@article{kaynak2025hydrosignal,
  author  = {Kaynak, Baran and Mermer, Omer and Sermet, Muhammed Yusuf and Demir, Ibrahim},
  title   = {HydroSignal: Open-Source Internet of Things Information Communication Platform for Hydrological Education and Outreach},
  journal = {Environmental Monitoring and Assessment},
  year    = {2025},
  doi     = {10.1007/s10661-025-13812-1}
}

@article{kaynak2023opendata,
  author  = {Kaynak, S{\"u}meyye and Kaynak, Baran and {\"O}zmen, Ahmet},
  title   = {Open Data and Big Data Applications For Higher Education and Possible Outcomes},
  journal = {Mugla Journal of Science and Technology},
  year    = {2023},
  doi     = {10.22531/muglajsci.1201726}
}

@article{kaynak2023uzep,
  author  = {Kaynak, Baran and Tuna, Osman and Ozbek, Ugur and Aksoy, Ali and Ozmen, Ahmet and Horzum, Mehmet Baris and Gol, Burak},
  title   = {UZEP: A Cloud-Based Distance Education Platform for Higher Education Institutions Learning},
  journal = {Turkish Online Journal of Distance Education},
  year    = {2023},
  doi     = {10.17718/tojde.1188032}
}

@article{kaynak2020gpusolar,
  author  = {Kaynak, S{\"u}meyye and Kaynak, Baran and {\"O}zmen, Ahmet},
  title   = {GPU-Based Dynamic Solar Potential Estimation Tool Using 3D Plans},
  journal = {IEEE Access},
  year    = {2020},
  doi     = {10.1109/ACCESS.2020.2978590}
}

@article{kaynak2019blockchain,
  author  = {Kaynak, Baran and Kaynak, S{\"u}meyye and Uygun, {\"O}zer},
  title   = {Cloud manufacturing architecture based on public blockchain technology},
  journal = {IEEE Access},
  year    = {2019},
  doi     = {10.1109/ACCESS.2019.2962232}
}

@article{kaynak2018solar,
  author  = {Kaynak, S{\"u}meyye and Kaynak, Baran and {\"O}zmen, Ahmet},
  title   = {A software tool development study for solar energy potential analysis},
  journal = {Energy and Buildings},
  year    = {2018},
  doi     = {10.1016/j.enbuild.2017.12.033}
}

@article{kaynak2018consultancy,
  author  = {Kaynak, S{\"u}meyye and Kaynak, Baran and Evirgen, Hayrettin},
  title   = {Student Consultancy Service: Prediction of Course Grades in Course Selection Phases Using Artificial Intelligence Techniques},
  journal = {Journal of Computer and Education Research},
  year    = {2018},
  doi     = {10.18009/jcer.421123}
}

@article{kaynak2015anfis,
  author  = {Kaynak, S{\"u}meyye and Kaynak, Baran and Evirgen, Hayrettin},
  title   = {Adaptive Neuro-Fuzzy Inference System in Predicting the Success of Student's in a Particular Course},
  journal = {International Journal of Computer Theory and Engineering},
  year    = {2015},
  doi     = {10.7763/IJCTE.2015.V7.926}
}

@inproceedings{sen2026litehar,
  author    = {{\c{S}}en, Bilal and Kaynak, S{\"u}meyye and Kaynak, Baran},
  title     = {LiteHAR-Generator: A Survey-Independent Parametric Testbed for Non-Stationary Activity Data Synthesis},
  booktitle = {ICETAI 2026 -- 3rd International Conference on Emerging Trends and Applications in Artificial Intelligence},
  year      = {2026}
}

@inproceedings{cokren2023farming,
  author    = {{\c{C}}\"okren, Hamid As{\i}m and Kaynak, Baran and {\c{S}}in, Bahad{\i}r and {\c{C}}elebi, Numan},
  title     = {Controlled-Environment Vertical Farming In Ornamental Plant Production And Application Of A Decision Support System: The Example Of Hybrid African Violet},
  booktitle = {AGROSYM 2023 -- XIV International Agriculture Symposium},
  year      = {2023}
}

@inproceedings{nam2020distanceed,
  author    = {Nam, Dilek and Diren, Deniz Demircio\u{g}lu and G\"ol, Bural and Kaynak, Baran and {\"O}zbek, U\u{g}ur and Tuna, Osman and Aksoy, Ali and Ba\u{g}c{\i}, Hakk{\i} and {\"O}zmen, Ahmet and Horzum, Mehmet Bar{\i}{\c{s}}},
  title     = {Sakarya University Distance Education Research And Application Activities Before And During The Central Covid-19 Pandemic},
  booktitle = {Istanbul Ayd{\i}n University Good Practices in Distance Education Workshop},
  year      = {2020}
}

@inproceedings{kaynak2019blockchainconf,
  author    = {Kaynak, Baran and Kaynak, S{\"u}meyye and Uygun, {\"O}zer},
  title     = {Blockchain Technology in Cloud Manufacturing},
  booktitle = {IMSS 2019 -- 10th International Symposium on Intelligent Manufacturing and Service Systems},
  year      = {2019}
}

@inproceedings{kaynak2018gpuconf,
  author    = {Kaynak, S{\"u}meyye and Kaynak, Baran and {\"O}zmen, Ahmet},
  title     = {GPU-Assisted Ray-Tracing Algorithm for Solar Light Analysis on PV Panels},
  booktitle = {PVCon 2018 -- Photovoltaic Science and Technologies},
  year      = {2018}
}

@inproceedings{kaynak2016ruleengine,
  author    = {Kaynak, Baran and Kaynak, S{\"u}meyye and Tuna, Osman},
  title     = {Implementing a Service-Based Dynamic Rule Engine in the Cloud},
  booktitle = {IMISC 2016 -- 3rd International Management Information Systems Conference},
  year      = {2016}
}

@inproceedings{kaynak2015airquality,
  author    = {Kaynak, S{\"u}meyye and Kaynak, Baran and {\"O}zmen, Ahmet},
  title     = {A Simulation Study of Outdoor Air Quality Prediction},
  booktitle = {New Sensing Technologies for Indoor Air Quality Monitoring},
  year      = {2015},
  note      = {Poster presentation}
}

@inproceedings{kaynak2013wsn,
  author    = {Kaynak, Baran and Selvi, {\.I}hsan Hakan and {\c{S}}en, S{\"u}meyye and Torkul, Orhan and Cedimo\u{g}lu, {\.I}. Hakk{\i}},
  title     = {Integrated Wireless Sensor Network Structure In Manufacturing Logistics},
  booktitle = {EuroTecS-2013 -- European Conference in Technology and Society},
  year      = {2013}
}

@inproceedings{kaynak2012nosql,
  author    = {Kaynak, Baran and {\c{S}}en, S{\"u}meyye and Selvi, {\.I}hsan Hakan and Torkul, Orhan and Cedimo\u{g}lu, {\.I}. Hakk{\i}},
  title     = {Comparison of Relational and Document Based Databases for Object-Oriented Modeled Manufacturing Information System},
  booktitle = {IMS 2012 -- Autonomous Service and Manufacturing Systems},
  year      = {2012}
}