[ Mehmet HAKLIDIR @ TUBITAK BILGEM AI Institute ]

Publications

h-index: 11 Citations: 363 ORCID Scopus ResearcherID

Journal Papers

EAIT Knott, A., Pedreschi, D., Jitsuzumi, T., Leavy, S., Eyers, D., Chakraborti, T., ... Haklidir, M. (among authors), "AI content detection in the emerging information ecosystem: new obligations for media and tech companies". Ethics and Information Technology, 26(4), 63, 2024. (Cited by 15)
SLEP Sengun, B., Iscan, Y., Ozbulak, G.A.T., Kumbasar, N., Egriboz, E., Sormaz, I.C., ... Haklidir, M. "Artificial intelligence in minimally invasive adrenalectomy: using deep learning to identify the left adrenal vein". Surgical Laparoscopy Endoscopy & Percutaneous Techniques, 33(4), 327-331, 2023. (Cited by 9)
JBS Gorcin Karaketir, S., Luleci, N. E., Eryurt, M.A., Emecen, A., Haklidir, M. , Hidiroglu, S. "Overweight and Obesity in Preschool Children in Turkey: A Multilevel Analysis". Journal of Biosocial Science, 1-23., 2022 doi:10.1017/S0021932022000025
ACCESS Haklidir, M. and Temeltas, H., "Guided Soft Actor Critic: A Guided Deep Reinforcement Learning Approach for Partially Observable Markov Decision Processes". in IEEE Access, vol. 9, pp. 159672-159683, 2021, doi: 10.1109/ACCESS.2021.3131772
AITA Halepmollasi, R., Zeybel, M., Eyvaz, E., Arkan, R., Genc, A., Bilgen, I., Haklidir, M. "Towards Federated Learning in Identification of Medical Images: A Case Study". Artificial Intelligence Theory and Application, Volume: 1, Number:2 (Special Issue), Pages 30-39. ISSN: 2757-9778, ISBN: 978-605-69730-2-4
AITA Dervisoglu, H., Bilgen, I., Halepmollasi, R., Can, B., Haklidir, M. "Unfairness of Deep Learning Methods Arising Gender Bias in Covid-19 Diagnosis of Medical Images". Artificial Intelligence Theory and Application, Volume: 1, Number:2 (Special Issue), Pages 81-94. ISSN: 2757-9778, ISBN: 978-605-69730-2-4
PROTEINS Akbayrak, I., Caglayan, S. I., Durdagi, S., Kurgan, L., Uversky, V., Ulver, B., Dervisoglu, H.,Haklidir, M., Hasekioglu, O., Coskuner-Weber, O., "Structures of MERS-CoV Macro Domain in Aqueous Solution with Dynamics: Impacts of Parallel Tempering Simulation Techniques and CHARMM36m and AMBER99SB Force Field Parameters", Proteins: Structure, Function, and Bioinformatics. May 18, 2021. DOI: https://doi.org/10.1002/prot.26150
EES Haklidir Tut, F.S., Haklidir, M. ,"Prediction of geothermal originated boron contamination by deep learning approach: at Western Anatolia Geothermal Systems in Turkey", Environmental Earth Sciences, 79:180, 2020.
NARR Haklidir Tut, F.S., Haklidir, M. ,"Prediction of Reservoir Temperatures Using Hydrogeochemical Data, Western Anatolia Geothermal Systems (Turkey): A Machine Learning Approach", Haklidir Tut, F.S., Haklidir, M.,". Natural Resources Research, 1-14, 2020
Geothermics Haklidir Tut, F.S., Haklidir, M. ,"Fuzzy control of calcium carbonate and silica scales in geothermal systems", Geothermics, v. 70, p. 230-238 2017.
JIM Haklidir, M., Haklidir Tut, F.S. , "Modeling, Simulation and Fuzzy Control of an Antropomorphic Robot Arm by Using Dymola" Journal of Intelligent Manufacturing: Volume 20, Issue2, Page 177, 2009.
IJHNPA Haklidir, M., Haklidir Tut, F.S. , "The possibilities for hydrogen production from H2S and storage in the Black Sea", International Journal of Nuclear Hydrogen Production and Applications, Vol. 2, No. 1, pp. 78 - 85, 2009.

Proceedings

SIU 2025 Olgun, Z. B., Arslan, Ö., Çelik, A., Haklidir, M., Baz, İ. "Identification-Based Cattle Tracking Using Feature Matching Models". 2025 33rd Signal Processing and Communications Applications Conference (SIU), 2025.
SYZ 2024 Yolcu, S., Özcan, E., Dervişoğlu, H., Halepmollası, R., Haklidir, M. "Experimental Analysis of Synthetic Data Generation Techniques for Privacy-Preserving AI in Medical Imaging". IV. International Congress on Artificial Intelligence in Health, 2024.
SYZ 2024 Yurtoglu, R.A., Dervişoğlu, H., Aktaş, M., Daşçılar, M., Hallepmollası, R., Baz, İ., Haklidir, M. "Federated Learning for Diabetes Prediction in Healthcare". IV. International Congress on Artificial Intelligence in Health, 2024.
SYZ 2024 Özbilen, M.L., Özen, F., Kındap, A.Ş., Gündüz, H., Halepmollası, R., Haklidir, M. "AI-Driven Detection of Parkinson's Disease Through Vocal Feature Optimization". IV. International Congress on Artificial Intelligence in Health, 2024.
SYZ 2024 Dolan, M.M., Ülver, B., Basım, K., Halepmollası, R., Haklidir, M. "Predicting Agitation in Dementia Patients Using AI and IoT for Enhanced Real-Time Monitoring and Care". IV. International Congress on Artificial Intelligence in Health, 2024.
SYZ 2024 Zeybel, M.K., Dervisoglu, H., Ozcan, E., Kumbasar, N., Halepmollasi, R., Baz, İ., Haklidir, M. "Benchmarking Machine Learning and Deep Learning Models for Deepfake Detection in Lung Ct Scans". IV. International Congress on Artificial Intelligence in Health, 2024.
ICT4AWE Yurtoğlu, R.A., Dervişoğlu, H., Ülver, B., Halepmollasi, R., Haklidir, M. "A Novel Transformation Through Digital Twin and Federated Learning Integration: A Case Study on Cardiovascular Disease Prediction". Information and Communication Technologies for Ageing Well and e-Health, 2024. (Cited by 1)
arXiv Girgin, T., Girgin, E., Yildirim, Y., Ugur, E., Haklidir, M. "Bidirectional Human Interactive AI Framework for Social Robot Navigation". arXiv preprint arXiv:2404.04069, 2024. (Cited by 1)
Stanford GRE Haklıdır, F.S.T., Özen, F., Halepmollası, R., Korkmaz, Z., Haklidir, M. "Artificial Intelligence Approaches for Sustainable Geothermal Energy Systems: With A Case Study". 49th Workshop on Geothermal Reservoir Engineering, Stanford University, 2024. (Cited by 1)
arXiv Dönmez, İ., Haklidir, M. "A proposed new metric for the conceptual diversity of a text". arXiv e-prints, arXiv:2312.16548, 2023.
UBMK Çam, N.B., Dönmez, İ., Bitikçioğlu, Ö.F., Yediparmak, F.B., Bektaş, E., Haklidir, M. "Multimodal Speech Emotion and Text Sentiment Analysis". 2023 8th International Conference on Computer Science and Engineering (UBMK), 2023. (Cited by 3)
SIU Ülver, B., Yurtoğlu, R.A., Dervişoğlu, H., Halepmollası, R., Haklidir, M. "Federated learning in predicting heart disease". 2023 31st Signal Processing and Communications Applications Conference (SIU), 2023. (Cited by 7)
SIU Özbilen, M.L., Özcan, E., Keleş, M.B., Zeybel, M., Dervişoğlu, H., Doğan, A., Haklidir, M. "Big Data Analytics for Anomaly Detection in Blockchain". 2023 31st Signal Processing and Communications Applications Conference (SIU), 2023.
SIU Delibalta, M., Bilgen, İ., Pembe, F.C., Kiremit, E., İrkil, H., Haklidir, M. "Load Weight Estimation in Washing Machine Using Soft Sensors with Machine Learning Techniques". 2023 31st Signal Processing and Communications Applications Conference (SIU), 2023.
ICT4AWE Dervisoglu, H., Ulver, B., Arkan Yurtoglu, R., Halepmollasi, R., Haklidir, M. "A Comparative Study on Cloud-based and Edge-based Digital Twin Frameworks for Prediction of Cardiovascular Disease". 9th International Conference on Information and Communication Technologies for Ageing Well and e-Health (ICT4AWE 2023), Prag, Czech Republic, 22-24 April 2023.
ESCON Sengun, B., Iscan, Y., Tataroglu Ozbulak, G.A., Kumbasar, N., Egriboz, E., Sormaz, I.C., Aksakal, N., Deniz, S.M., Haklidir, M. , Tunca, F., Giles, Y., "Artificial Intelligence in Minimally Invasive Adrenalectomy: Recognition of the Left Adrenal Vein Using Deep Learning". In Turkish) 11th Turkish National Endocrine Surgery Congress, Antalya, Turkiye, 16-19 March 2023.
IEEE-EMBS Deniz, S.M., Javaheri, H., Vargas, J.F., Urgun, D., Sabit, F., Tok, M., Haklidir, M. , Zhou, B. and Lukowicz, P., "Prediction of Lifted Weight Category Using EEG Equipped Headgear". In 2022 IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI) , Greece, 27-30 September 2022.
IEEE IVS Sari, T., Sever, M., Candan, A. T., Girgin, E., Cibuk Girgin, G. T., Haklidir, M. "Cloud Assisted Connected and Automated Mobility System Architecture Design and Experimental Verification: The 5G-MOBIX Autonomous Truck Routing Use Case". 33rd IEEE Intelligent Vehicles Symposium, Aachen, Germany, 5-9 June 2022.
SIU Haklidir, M. and Temeltas, H. "Autonomous Driving Systems for Decision-Making Under Uncertainty Using Deep Reinforcement Learning". 30th Signal Processing and Communications Applications Conference (SIU) (pp. 1-4). IEEE, 2021.
WGC Haklidir Tut, F.S., Haklidir, M. "The Reservoir Temperature Prediction Using Hydrogeochemical Indicators by Machine Learning: Western Anatolia (Turkey) Case". 43rd Workshop on Geothermal Reservoir Engineering Stanford University, CA, February 11-13-2019.
SYZ 2021 Ozbilen, M. L., Egriboz, E., Halepmollasi, R., Bilgen, I., Haklidir, M. "A Deep Reinforcement Learning Approach to Explore Optimal Policies for Covid-19 Pandemic Mitigation: Preliminary Analysis". II. International Artificial Intelligence in Health Congress, Izmir, Turkey, 16-18 April 2021.
SYZ 2021 Halepmollasi, R., Zeybel, M., Eyvaz, E., Arkan, R., Genc, A., Bilgen, I., Haklidir, M. "Towards Federated Learning in Identification of Medical Images: A Case Study". II. International Artificial Intelligence in Health Congress, Izmir, Turkey, 16-18 April 2021.
SYZ 2021 Dervisoglu, H., Bilgen, I., Halepmollasi, R., Can, B., Haklidir, M. "Unfairness of Deep Learning Methods Arising Gender Bias in Covid-19 Diagnosis of Medical Images". II. International Artificial Intelligence in Health Congress, Izmir, Turkey, 16-18 April 2021.
Stanford GRE Haklidir Tut, F.S., Haklidir, M. "The Fluid Temperature Prediction with Hydro-geochemical Indicators Using a Deep Learning Model: A Case Study Western Anatolia (Turkey)". 43rd Workshop on Geothermal Reservoir Engineering Stanford University, CA, February 11-13-2019.
WGC Haklidir, M, Haklidir Tut, F.S., “Fuzzy Control of Calcium Carbonate and Silica Scales in Geothermal Systems”, Proceedings of World Geothermal Congress, Melbourne-Australia, 19-24 April 2015.
EMSS Aldogan, D., Senyurek, L.., Haklidir, M., “Modeling and Simulation of Land Avoidance Behavior Belonging to Tactical Entities within a High Fidelity Simulation Environment”, 23rd European Modeling and Simulation Symposium (EMSS 2013), Athens, Greece, September 25-27, 2013.
EMSS Aldogan, D., Haklidir, M., Eroglu, O., Franko, S., Timar, Y., Güven, A.F., Senyurek, L.., Genc, H.M., “Anti-Submarine Warfare Modeling and Simulation”, 23rd European Modeling and Simulation Symposium (EMSS 2013), Athens, Greece, September 25-27, 2013.
USMOS Ulug, U., Güven, A.F., Franko, S., Haklidir, M., Sari, N., Gurbuz, M., Ozkan, U., “Case-Space Model Approach in Decision Support Systems”, (In Turkish) USMOS 2013 (National Defence Simulation and Modelling Symposium) Middle East Technical University, Ankara, 11-12 June 2013.
USMOS Aldogan, D., Haklidir, M., Senyurek, L.., Timar, Y., Franko, S., Eroglu, O., Güven, A.F., Genc, H.M., “Modeling and Simulation of Anti-Submarine Warfare”, (In Turkish) USMOS 2013 (National Defence Simulation and Modelling Symposium) Middle East Technical University, Ankara, 11-12 June 2013.
SSC Haklidir, M., Franko, S., Guven, A.F., Ulug, U., “Decision Support System for Torpedo Threats (DeSuS)”, Ship Survivability Conference 2010, Berlin, Germany, October 2010. – The Winner of Ship Survivability Solution Award 2010.
WGC Haklidir, M., Tut Haklidir, F., S., “Hydrogen Production from Geothermal Sources in Turkey”, World Geothermal Congress 2010 (WGC 2010), Bali, Indonesia, 25-30 April 2010.
EMSS Aldogan, D., Haklidir, M., Senyurek, L.., Koksal, S., Eroglu, O., Akdemir, C., Franko, S., Tasdelen, I., Akgun, S., “A General Approach to High Fidelity Modeling, Simulation and Control of Tactical Entities and Implementation in a Commercial Computer Generated Forces Toolkit”, 21st European Modeling and Simulation Symposium (EMSS'09), Tenerife - Canary Islands, Spain, September 23-25, 2009.
SCSC Haklidir, M., Guven, A.F., Eroglu, O., Aldogan, D., Tasdelen, I., “High Fidelity Modeling and Simulation of Submarine in a Commercial Computer Generated Forces Toolkit”,The Society for Modeling & Simulation International Summer Computer Simulation Conference (SCSC'09), Istanbul, Turkey, 13-16 July 2009.
ICINCO Haklidir, M., Aldogan, D., Tasdelen, I., Franko, S., “Modeling, Simulation and Feedback Linearization Control of Nonlinear Surface Vessels”, 6th International Conference on Informatics in Control, Automation and Robotics (ICINCO), Milan, Italy, 2-5 July 2009.
UDT Aruk, F., Kaplaner, A., Franko, S., Okutan, C., Haklidir, M., “Full-Scale Finite Element Analysis of a Passive Sonobuoy”, Undersea Defence Technology UDT Europe 2009, Cannes, France, 9-11 June 2009.
ISC Franko, S., Koksal, S., Haklidir, M., “Modeling, Simulation and Control Of Rotary Wing Platforms In a Computer Generated Forces Toolkit”, 7th annual Industrial Simulation Conference (ISC'2009), Loughborough, United Kingdom, June 1-3, 2009.
USMOS Ulug, U., Haklidir, M., Koruk, S., Caputcu, R., Sari, N., “Acoustic Decoy/Jammer Tactical Concepts For Submarines: A Simulation Case Study”, (In Turkish) USMOS 2009 (National Defence Simulation and Modelling Symposium) Middle East Technical University, Ankara, 17-18 June 2009.
USMOS Haklidir, M., Guven, A.F., Eroglu, O., Aldogan, D., Tasdelen, I., “Modeling And Simulation of a Submarine in a Commercial Computer Generated Forces Toolkit”, (In Turkish) USMOS 2009 (National Defence Simulation and Modelling Symposium) Middle East Technical University, Ankara, 17-18 June 2009.
CIMCA Senyurek, L., Koksal, S., Genc, H., M., Aldogan, D., Haklidir, M., “Implementation Of Fuzzy Control For Surface Platforms In A Computer Generated Forces Toolkit”, International Conference on Computational Intelligence for Modelling, Control and Automation (CIMCA08), Vienna, Austria, 10-12 December 2008.
ISIC Haklidir, M., Franko, S., “FST: Simulation Based Sonobouy Mechanical Design Tool”, International Sonobuoy Interoperability Conference 2008, Washington DC, USA, 23-25 September, 2008.
SCSC Haklidir, M., Aldogan, D., Tasdelen, I., “High Fidelity Modeling and Simulation of Surface Platforms in a Computer Generated Forces Toolkit”, The Society for Modeling & Simulation International [SCS] 2008 Summer Computer Simulation Conference (SCSC'08), Edinburgh, Scotland, 16-19 June 2008.
USMOS F. Ucan, G. B. Kaplan, R. Caputcu, M. Haklidir, O. F. Arar, “The Solution Of Tactical Shortest Path Problems Using Genetic Algorithm Approach”, (In Turkish) USMOS 2007 (National Defence Simulation and Modelling Symposium) Middle East Technical University, Ankara, 18-19 April 2007.
USMOS M. Haklidir, D. Aldogan, I. Tasdelen, “Modeling And Vr-Forces Back End Integrated Simulation Of Surface Ships”, (In Turkish) USMOS 2007 (National Defence Simulation and Modelling Symposium) Middle East Technical University, Ankara, 18-19 April 2007.
USMOS M. Haklidir, “FST: Simulation Based Sonobouy Mechanical Design Tool To Calculate The Replacement Of Hydrophone”, (In Turkish) USMOS 2007 (National Defence Simulation and Modelling Symposium) Middle East Technical University, Ankara, 18-19 April 2007.
IHEC Tut Haklidir, F.S., Haklidir, M., “Hydrogen Production from Geothermal Sources”, International Hydrogen Energy Congress and Exhibition IHEC 2007, Istanbul, Turkey, 13-15 July 2007.
HTM Haklidir, M., Haklidir Tut, F., S., “Possibilities For Hydrogen Production from H2S and Storage in the Black Sea”, 5th International Conference on Hydrogen Treatment of Material HTM 2007, Donetsk, Ukraine, May 21-25, 2007 – Key note Speaker & Co-Chairman
IMS Haklidir, M., Tasdelen, I., “Modeling and Simulation of an Antropomorphic Robot Arm by Using Dymola”, 5th International Symposium on Intelligent Manufacturing Systems, Sakarya, Turkey, 29-31 May 2006.
SAVTEK M. Haklidir, Ş. Ertuğrul, E. Tulunay “Modeling of Sonobuoy for Position Estimation”, (In Turkish) SAVTEK 2006 (National Defence Technologies Congress) Middle East Technical University, Ankara, 28-30 June 2006.
WHEC Haklidir, M., Tut, F. S., Kapkin, S., “Possibilities of Production and Storage of Hydrogen in the Black Sea”, 16th World Hydrogen Energy Conference WHEC 2006, Lyon, France, 13-16 June 2006.
IHEC Haklidir, M., Kapkin, S., “Black Sea, A Hydrogen Source”, International Hydrogen Energy Congress and Exhibition IHEC 2005, Istanbul, Turkey, 13-15 July 2005.
UMTS M. Haklidir, M. Guler, “Fuzzy-PD Control of a Two DOF Robot Manipulator”, (In Turkish) UMTS 2003 Gazi University, Ankara, 4-6 September 2003.
MBGAK M. Guler, M. Haklidir, N.Yagiz, “Analysis of a Planar Two-Link Robot on a Square Trajectory”, Istanbul University MBGAK 2003, Istanbul, 17-20 February 2003.
MBGAK M. Haklidir, M. Guler, “Fuzzy Control of a One DOF Robot Arm”, Istanbul University MBGAK 2003, Istanbul, 17-20 February 2003.