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Challenges, benefits, and open questions in data-driven commercial building cooling optimizationSukhanov, Ivan; Volkova, Anna; Köse, Ahmet; Hani, Allan; Petlenkov, EduardE3S Web of Conferences : BuildSim Nordic 20242024 / art. 06003 https://doi.org/10.1051/e3sconf/202456206003

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Continuous automated ventilation heat recovery efficiency performance assessment using building monitoring systemKull, Tuule Mall; Mikola, Alo; Tukia, Andres; Köse, Ahmet; Petlenkov, Eduard; Thalfeldt, MartinE3S Web Conference: Cold Climate HVAC and Energy 20212021 / art. 10006, 10 p. : ill https://doi.org/10.1051/e3sconf/202124610006 Conference Proceedings at Scopus Article at Scopus Article at WOS

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Data-driven model for real-time evaluating capacity of commercial buildings to participate in the demand responseBelikov, Juri; Matskevich, Aliaksei; Köse, Ahmet; Petlenkov, EduardE3S Web of Conferences : BuildSim Nordic 20242024 / art. 04001, 12 p https://doi.org/10.1051/e3sconf/202456204001

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Dynamic predictive modeling approach of user behavior in virtual reality based applicationKöse, Ahmet; Tepljakov, Aleksei; Petlenkov, Eduard2019 27th Mediterranean Conference on Control and Automation (MED)2019 / p. 57-62 : ill https://doi.org/10.1109/MED.2019.8798521

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The experience of a selfassessment tool for enhancing XR technology adoption in SMEs and HEIs across EuropeKöse, Ahmet; Tepljakov, Aleksei; Alsaleh, Saleh Ragheb Saleh; Petlenkov, EduardExtended Reality: International Conference, XR Salento 2023, Lecce, Italy, September 6-9, 2023, Proceedings, Part I2023 / p. 184-197 https://doi.org/10.1007/978-3-031-43401-3_12 Conference proceedings at Scopus Article at Scopus Conference proceedings at WOS Article at WOS

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Explainability and transparency of classifiers for air-handling unit faults using explainable artificial intelligence (XAI)Meas, Molika; Machlev, Ram; Köse, Ahmet; Tepljakov, Aleksei; Loo, Lauri; Levron, Yoash; Petlenkov, Eduard; Belikov, JuriSensors2022 / art. 6338 : ill https://doi.org/10.3390/s22176338 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

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Explainable AI based fault detection and diagnosis system for air handling unitsBelikov, Juri; Meas, Molika; Machlev, Ram; Köse, Ahmet; Tepljakov, Aleksei; Loo, Lauri; Petlenkov, Eduard; Levron, YoashProceedings of the 19th International Conference on Informatics in Control, Automation and Robotics - ICINCO, 2022 , Lisbon, Portugal2022 / p. 271-279 https://doi.org/10.5220/0011350000003271

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Gray box time variant clogging behaviour and pressure drop prediction of the air filter in the HVAC systemAlimohammadi, Hossein; Vassiljeva, Kristina; Petlenkov, Eduard; Thalfeldt, Martin; Mikola, Alo; Kull, Tuule Mall; Köse, AhmetE3S Web Conference: Cold Climate HVAC and Energy 20212021 / art. 10002 https://doi.org/10.1051/e3sconf/202124610002 Conference Proceedings at Scopus Article at Scopus Article at WOS

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Identification, implementation and simulation of ground source heat pump with ground temperature modelingKöse, Ahmet; Petlenkov, EduardBEC 2016 : 2016 15th Biennial Baltic Electronics Conference : proceedings of the 15th Biennial Baltic Electronics Conference : Tallinn University of Technology, October 3-5, 2016, Tallinn, Estonia2016 / p. 163-166 : ill http://www.ester.ee/record=b2150914*est

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Impact of the COVID-19 pandemic on the energy use and performance in commercial buildingsBelikov, Juri; Köse, Ahmet; Petlenkov, Eduard; Tepljakov, Aleksei; Loo, Lauri2022 45th International Conference on Telecommunications and Signal Processing, TSP 20222022 / p. 187-191 https://doi.org/10.1109/TSP55681.2022.9851384

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Intelligent virtual environments with assessment of user experiencesKöse, Ahmet; Tepljakov, Aleksei; Petlenkov, EduardArtificial Intelligence and Soft Computing : 20th International Conference, ICAISC 2021, Virtual Event, June 21–23, 2021 : proceedings, Part I2021 / p. 463−474 : ill https://doi.org/10.1007/978-3-030-87986-0_41 Conference Proceedings at Scopus Article at Scopus Conference Proceedings at WOS Article at WOS

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book article

Practical demand side management: one day case studyKöse, Ahmet; Hokmabad, Hossein Nourollahi; Belikov, Juri; Tepljakov, Aleksei; Petlenkov, EduardHealthy Buildings 2023 Europe: Beyond Disciplinary Boundaries: proceedings ; 12023 / p. 36-42 https://www.proceedings.com/content/070/070278webtoc.pdf

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Real time data communication for intelligent extended reality applicationsKöse, Ahmet; Tepljakov, Aleksei; Petlenkov, Eduard2020 IEEE International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications (CIVEMSA), 22-24 June 2020 : proceedings2021 / 6 p https://doi.org/10.1109/CIVEMSA48639.2020.9132970

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Real-time localization and visualization of a sound source for virtual reality applicationKöse, Ahmet; Tepljakov, Aleksei; Astapov, Sergei2017 25th International Conference on Software, Telecommunications and Computer Networks (SoftCOM) : Split, Croatia, September 21-23, 20172017 / p 219-224 : ill https://doi.org/10.23919/SOFTCOM.2017.8115577 Conference proceedings at Scopus Article at Scopus

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ReImagine lab : bridging the gap between hands-on, virtual and remote control engineering laboratories using digital twins and extended realityAlsaleh, Saleh Ragheb Saleh; Tepljakov, Aleksei; Köse, Ahmet; Belikov, Juri; Petlenkov, EduardIEEE Access2022 / p. 89924-889943 : ill https://doi.org/10.1109/ACCESS.2022.3199371 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

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Seotud publikatsioonid 1

Digital twin based computational methods for XR applications = Digitaalkaksikute põhised arvutuslikud meetodid XR rakenduste jaoks

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Self assessment tool to bridge the gap between XR Technology, SMEs, and HEIsKöse, Ahmet; Tepljakov, Aleksei; Alsaleh, Saleh Ragheb Saleh; Petlenkov, EduardExtended Reality : First International Conference, XR Salento 2022, Lecce, Italy, July 6-8, 2022, Proceedings, Part I2022 / p. 296–311 : ill https://doi.org/10.1007/978-3-031-15546-8_25 Conference Proceedings at Scopus Article at Scopus Conference Proceedings at WOS Article at Scopus

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book article

System identification models and using neural networks for Ground Source Heat Pump with ground temperature modeling [Electronic resource]Köse, Ahmet; Petlenkov, Eduard2016 International Joint Conference on Neural Networks (IJCNN) : 24-29 July 2016, Vancouver, Canada2016 / p. 2850-2855 : ill. [USB] https://doi.org/10.1109/IJCNN.2016.7727559

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Towards a synesthesia laboratory : real-time localization and Visualization of a sound source for virtual reality applicationsKöse, Ahmet; Tepljakov, Aleksei; Astapov, Sergei; Draheim, Dirk; Petlenkov, Eduard; Vassiljeva, KristinaJournal of communications software and systems2018 / p. 112–120 : ill https://doi.org/10.24138/jcomss.v14i1.410 Journal metrics at Scopus Article at Scopus

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Towards assessment of behavioral patterns in a virtual reality environmentKöse, Ahmet; Tepljakov, Aleksei; Abel, Mihkel; Petlenkov, EduardAugmented Reality, Virtual Reality, and Computer Graphics : 6th International Conference, AVR 2019 :Santa Maria al Bagno, Italy, June 24–27, 2019 : Proceedings. Part I2019 / p. 237–253 : ill https://doi.org/10.1007/978-3-030-25965-5_18 Conference proceeding at Scopus Article at Scopus Conference proceeding at WOS Article at WOS

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Towards assisting interactive reality : interactive reality for education, data analysis and industryKöse, Ahmet; Tepljakov, Aleksei; Petlenkov, EduardAugmented Reality, Virtual Reality, and Computer Graphics : 5th International Conference : AVR 2018, Otranto, Italy, June 24–27, 2018 : proceedings, Part I2018 / p. 569-588 https://doi.org/10.1007/978-3-319-95282-6_41 Conference Proceedings at Scopus Article at Scopus Conference Proceedings at WOS Article at WOS

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dissertation

Towards dynamic modeling in immersive environments with assessment of user experiences = Dünaamilised mudelid virtuaalsetes keskkondades ja kasutajakogemuste hindamineKöse, Ahmet2020 https://www.ester.ee/record=b5378018*est https://digikogu.taltech.ee/et/Item/4f5fbdbd-21c5-4c6a-94ee-fa8374b5ce3a

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Virtual reality meets intelligence in large scale architectureKöse, Ahmet; Petlenkov, Eduard; Tepljakov, Aleksei; Vassiljeva, KristinaAugmented Reality, Virtual Reality, and Computer Graphics : 4th International Conference, AVR 2017, Ugento, Italy, June 12-15, 2017 : proceedings. Part II2017 / p. 297-309 : ill https://doi.org/10.1007/978-3-319-60928-7_26 Conference proceedings at Scopus Article at Scopus Article at WOS

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Köse, Ahmet (TTÜ author)

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