Publications

80 publications: 17 journal articles, 57 conference and workshop papers, 3 book chapters, 1 preprint and 2 theses. Each title opens a page with publication details, links and a BibTeX citation.

Also on Google Scholar, ORCID, Scopus and ResearchGate.

Journal Articles
Füsun Servin Tut Haklıdır, Mehmet Haklıdır (2026). Advancing geothermal reservoir temperature prediction in the Western Anatolia (Türkiye) using synthetic hydrogeochemical data from rank–Gaussian copulas. Geothermics, 141, 103760.
Mehmet Haklıdır, Büşra Tufan (2026). Ajan Toplumlarında Rızanın Çöküşü: Clawdbot/Moltbook Vakası Üzerinden Sosyoteknik Bir Analiz. İÜ Sosyoloji Dergisi, 46(1), 389-413.
F. Canan Pembe Muhtaroğlu, İsmail Bilgen, Murat Delibalta, Erman Kiremit, Mehmet Haklıdır (2026). Artificial Intelligence in Washing Machines: A Systematic Review. Neural Computing and Applications, 38(8), 275.
Füsun Servin Tut Haklıdır, Mehmet Haklıdır (2026). Predicting dissolved lithium in geothermal fluids from routine hydrogeochemistry: a machine learning framework with calibrated uncertainty quantification. Earth Science Informatics, 19(9), 159.
Alistair Knott, Dino Pedreschi, Toshiya Jitsuzumi, Susan Leavy, David Eyers, Tapabrata Chakraborti, Andrew Trotman, Sundar Sundareswaran, Ricardo Baeza-Yates, Przemysław Biecek, Adrian Weller, Paul D. Teal, Subhadip Basu, Mehmet Haklıdır, Virginia Morini, Stuart Russell, Yoshua Bengio (2024). AI content detection in the emerging information ecosystem: new obligations for media and tech companies. Ethics and Information Technology, 26(4), 63.
DOI
Berke Şengün, Yalın İşcan, Gözde A. Tataroğlu Özbulak, Nida Kumbasar, Emre Eğriboz, İsmail Cem Sormaz, Nihat Aksakal, Sencer Melih Deniz, Mehmet Haklıdır, Fatih Tunca, Yasemin Giles Şenyürek (2023). Artificial Intelligence in Minimally Invasive Adrenalectomy: Using Deep Learning to Identify the Left Adrenal Vein. Surgical Laparoscopy, Endoscopy & Percutaneous Techniques, 33(4), 327-331.
DOI
Şeyma Görçin Karaketir, Nimet Emel Lüleci, Mehmet Ali Eryurt, Ahmet Naci Emecen, Mehmet Haklıdır, Seyhan Hıdıroğlu (2022). Overweight and obesity in preschool children in Turkey: A multilevel analysis. Journal of Biosocial Science, 55(2), 344-366.
DOI
Mehmet Haklıdır, Hakan Temeltaş (2021). Guided Soft Actor Critic: A Guided Deep Reinforcement Learning Approach for Partially Observable Markov Decision Processes. IEEE Access, 9, 159672-159683.
DOI
İbrahim Yağız Akbayrak, Şule İrem Çağlayan, Serdar Durdağı, Lukasz Kurgan, Vladimir N. Uversky, Burak Ülver, Havvanur Dervişoğlu, Mehmet Haklıdır, Orkun Hasekioğlu, Orkid Coskuner-Weber (2021). 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, 89(10), 1289-1299.
DOI
Mahmut Lütfullah Özbilen, Emre Eğriboz, Ruşen Halepmollası, İsmail Bilgen, Mehmet Haklıdır (2021). Deep Reinforcement Learning for Simulation-Based Determination of COVID-19 Pandemic Mitigation Policies. Artificial Intelligence Theory and Applications, 1(2).
Ruşen Halepmollası, Merve Zeybel, Elif Eyvaz, Rabia Arkan, Ahsen Genç, İsmail Bilgen, Mehmet Haklıdır (2021). Towards Federated Learning in Identification of Medical Images: A Case Study. Artificial Intelligence Theory and Applications, 1(2).
Havvanur Dervişoğlu, İsmail Bilgen, Ruşen Halepmollası, Barış Can, Mehmet Haklıdır (2021). Unfairness of Deep Learning Methods Arising Gender Bias in Covid-19 Diagnosis of Medical Images. Artificial Intelligence Theory and Applications, 1(2), 81-94.
Füsun Servin Tut Haklıdır, Mehmet Haklıdır (2020). Prediction of geothermal originated boron contamination by deep learning approach: at Western Anatolia Geothermal Systems in Turkey. Environmental Earth Sciences, 79(8), 180.
DOI
Füsun Servin Tut Haklıdır, Mehmet Haklıdır (2019). Prediction of Reservoir Temperatures Using Hydrogeochemical Data, Western Anatolia Geothermal Systems (Turkey): A Machine Learning Approach. Natural Resources Research, 29(4), 2333-2346.
DOI
Füsun Servin Tut Haklıdır, Mehmet Haklıdır (2017). Fuzzy control of calcium carbonate and silica scales in geothermal systems. Geothermics, 70, 230-238.
DOI
Mehmet Haklıdır, Isa Taşdelen (2009). Modeling, simulation and fuzzy control of an anthropomorphic robot arm by using Dymola. Journal of Intelligent Manufacturing, 20(2), 177-186.
DOI
Mehmet Haklıdır, Füsun Servin Tut Haklıdır (2009). The possibilities for hydrogen production from H2S and storage in the Black Sea. International Journal of Nuclear Hydrogen Production and Applications, 2(1), 78-85.
Conference and Workshop Papers
Mehmet Haklıdır, Osman Gazi Güçlütürk (2026). The Consent Vacuum: When Agents Interact Without Humans. IAIL 2026 @ HHAI 2026.
Mehmet Haklıdır (2026). Consent Chain Degradation in Embodied Multi-Agent Systems: Bridging the Gap Between AI Agent Governance and Robot Ethics. ICRA 2026 WoRoBet.
Preprint
Mehmet Haklıdır (2026). When Does Adaptive Guidance Help? Belief-Aware Privileged Distillation for Autonomous Driving Under Partial Observability. CVPR 2026 WAD.
Preprint
Ömer Arslan, Atalay Çelik, Yusuf Aslan, Hasan Fatih Durkaya, Mustafa Furkan Zenginoğlu, Musa Alperen Yılmaz, Merve Gül Kantarcı, Mehmet Haklıdır (2026). TR-TEB: Turkish Text Embedding Benchmark. LREC 2026, 11028-11044.
PDF Source Document DOI
Mehmet Haklıdır (2026). From Chat to Agent: Why Consent Breaks When AI Acts on Your Behalf. CHI 2026 Workshop.
Füsun Servin Tut Haklıdır, Mehmet Haklıdır (2026). Agent-Based Reinforcement Learning for Geochemical Control in Geothermal Energy Systems. GSL AI in the Geosciences.
Mustafa Furkan Zenginoğlu, Zeynep Beyda Olgun, Hasan Fatih Durkaya, Mehmet Haklıdır, Tuna Çakar (2026). Explainable Bad Check Risk Using Hybrid Machine Learning and Large Language Models in Natural Language. SIU 2026, 1-4.
Füsun Servin Tut Haklıdır, Mehmet Haklıdır (2026). From Fuzzy Logic to Agentic AI: Dynamic Reservoir Management for Long-Term Geothermal Sustainability. WGC 2026.
Mehmet Haklıdır (2026). Who Is Accountable When the Agent Speaks? Toward Accountability Graphs for Conversational AI Chains. CUI 2026, 1-5.
DOI
Füsun Servin Tut Haklıdır, Mehmet Haklıdır (2025). Enhancing Reservoir Temperature Prediction in Western Anatolia Geothermal Systems by Generating Synthetic Hydrogeochemical Data Using Generative Adversarial Networks. Stanford Geothermal Workshop 2025.
Zeynep Beyda Olgun, Ömer Arslan, Atalay Çelik, Mehmet Haklıdır, İpek Baz (2025). Identification-Based Cattle Tracking Using Feature Matching Models. SIU 2025, 1-4.
Tuba Girgin, Emre Girgin, Yiğit Yıldırım, Emre Uğur, Mehmet Haklıdır (2024). Bidirectional Human Interactive AI Framework for Social Robot Navigation. ICRA 2024 RTSS.
Preprint
Füsun Servin Tut Haklıdır, Feyza Özen, Ruşen Halepmollası, Zeynep Korkmaz, Mehmet Haklıdır (2024). Artificial Intelligence Approaches for Sustainable Geothermal Energy Systems: With a Case Study. Stanford Geothermal Workshop 2024.
Mahmut Lütfullah Özbilen, Feyza Özen, Ayça Şirin Kındap, Hakan Gündüz, Ruşen Halepmollası, Mehmet Haklıdır (2024). AI-Driven Detection of Parkinson's Disease Through Vocal Feature Optimization. SYZ 2024.
Merve Kaya Zeybel, Havvanur Dervişoğlu, Elif Özcan, Nida Kumbasar, Ruşen Halepmollası, İpek Baz, Mehmet Haklıdır (2024). Benchmarking Machine Learning and Deep Learning Models for Deepfake Detection in Lung CT Scans. SYZ 2024.
Süleyman Yolcu, Elif Özcan, Havvanur Dervişoğlu, Ruşen Halepmollası, Mehmet Haklıdır (2024). Experimental Analysis of Synthetic Data Generation Techniques for Privacy-Preserving AI in Medical Imaging. SYZ 2024.
Rabia Arkan Yurtoğlu, Havvanur Dervişoğlu, Mustafa Aktaş, Mehmet Daşçılar, Ruşen Halepmollası, İpek Baz, Mehmet Haklıdır (2024). Federated Learning for Diabetes Prediction in Healthcare. SYZ 2024.
Melik Mert Dolan, Burak Ülver, Kerem Basım, Ruşen Halepmollası, Mehmet Haklıdır (2024). Predicting Agitation in Dementia Patients Using AI and IoT for Enhanced Real-Time Monitoring and Care. SYZ 2024.
Burak Ülver, Rabia Arkan Yurtoğlu, Havvanur Dervişoğlu, Ruşen Halepmollası, Mehmet Haklıdır (2023). Federated Learning in Predicting Heart Disease. SIU 2023, 1-4.
DOI
Havvanur Dervişoğlu, Burak Ülver, Rabia Arkan Yurtoğlu, Ruşen Halepmollası, Mehmet Haklıdır (2023). A Comparative Study on Cloud-based and Edge-Based Digital Twin Frameworks for Prediction of Cardiovascular Disease. ICT4AWE 2023, 159-169.
DOI
Mahmut Lütfullah Özbilen, Elif Özcan, Mustafa Berk Keleş, Merve Zeybel, Havvanur Dervişoğlu, Aslınur Doğan, Mehmet Haklıdır (2023). Big Data Analytics for Anomaly Detection in Blockchain. SIU 2023, 1-4.
Murat Delibalta, İsmail Bilgen, F. Canan Pembe, Erman Kiremit, Hilal İrkil, Mehmet Haklıdır (2023). Load Weight Estimation in Washing Machine Using Soft Sensors with Machine Learning Techniques. SIU 2023, 1-4.
Nur Bengisu Çam, İlknur Dönmez, Ömer Faruk Bitikçioğlu, Fadime Buse Yediparmak, Emre Bektaş, Mehmet Haklıdır (2023). Multimodal Speech Emotion and Text Sentiment Analysis. UBMK 2023, 157-162.
Sencer Melih Deniz, Hamraz Javaheri, Juan Felipe Vargas, Doğan Urgun, Fariza Sabit, Mahmut Tok, Mehmet Haklıdır, Bo Zhou, Paul Lukowicz (2022). Prediction of Lifted Weight Category Using EEG Equipped Headgear. IEEE-EMBS BHI 2022, 1-7.
Tahir Sarı, Mert Sever, Arda Taha Candan, Gülsüm Tuba Çibuk Girgin, Emre Girgin, Mehmet Haklıdır (2022). Cloud Assisted Connected and Automated Mobility System Architecture Design and Experimental Verification: The 5G-MOBIX Autonomous Truck Routing Use Case. IEEE IV 2022, 1374-1380.
PDF
Mehmet Haklıdır, Hakan Temeltaş (2022). Autonomous Driving Systems for Decision-Making Under Uncertainty Using Deep Reinforcement Learning. SIU 2022, 1-4.
Füsun Servin Tut Haklıdır, Mehmet Haklıdır (2020). The Reservoir Temperature Prediction Using Hydrogeochemical Indicators by Machine Learning: Western Anatolia (Turkey) Case. WGC 2020+1.
Füsun Servin Tut Haklıdır, Mehmet Haklıdır (2019). The Fluid Temperature Prediction with Hydro-geochemical Indicators Using a Deep Learning Model: A Case Study Western Anatolia (Turkey). Stanford Geothermal Workshop 2019.
Mehmet Haklıdır, Füsun Servin Tut Haklıdır (2015). Fuzzy Control of Calcium Carbonate and Silica Scales in Geothermal Systems. WGC 2015.
Deniz Aldoğan, Mehmet Haklıdır, Levent Şenyürek, Yasemin Timar, Semuel Franko, Ömer Eroğlu, Ahmet Faik Güven, Hakkı Murat Genç (2013). Anti-Submarine Warfare Modeling and Simulation. DHSS 2013, 77-84.
Site
Levent Şenyürek, Deniz Aldoğan, Mehmet Haklıdır (2013). Modeling and Simulation of Land Avoidance Behavior Belonging to Tactical Entities within a High-Fidelity Simulation Environment. DHSS 2013, 67-76.
Site
U. Uluğ, Ahmet Faik Güven, Semuel Franko, Mehmet Haklıdır, N. Sarı, M. Gürbüz, U. Özkan (2013). Case-Space Model Approach in Decision Support Systems. USMOS 2013.
Deniz Aldoğan, Mehmet Haklıdır, Levent Şenyürek, Yasemin Timar, Semuel Franko, Ömer Eroğlu, Ahmet Faik Güven, Hakkı Murat Genç (2013). Modeling and Simulation of Anti-Submarine Warfare. USMOS 2013.
Mehmet Haklıdır, Semuel Franko, Ahmet Faik Güven, U. Uluğ (2010). Decision Support System for Torpedo Threats (DeSuS). SSC 2010. Ship Survivability Solution Award 2010
Mehmet Haklıdır, Füsun Servin Tut Haklıdır (2010). Hydrogen Production from Geothermal Sources in Turkey. WGC 2010.
Deniz Aldoğan, Mehmet Haklıdır, Levent Şenyürek, Seniha Köksal, Ömer Eroğlu, Cemil Akdemir, Semuel Franko, Isa Taşdelen, Sevgi Akgün (2009). A General Approach to High Fidelity Modeling, Simulation and Control of Tactical Entities and Implementation in a Commercial Computer Generated Forces Toolkit. EMSS 2009.
Mehmet Haklıdır, Ahmet Faik Güven, Ömer Eroğlu, Deniz Aldoğan, Isa Taşdelen (2009). High Fidelity Modeling and Simulation of Submarine in a Commercial Computer Generated Forces Toolkit. SCSC 2009, 299-306.
Mehmet Haklıdır, Deniz Aldoğan, Isa Taşdelen, Semuel Franko (2009). Modeling, Simulation and Feedback Linearization Control of Nonlinear Surface Vessels. ICINCO 2009.
U. Uluğ, Mehmet Haklıdır, S. Koruk, R. Caputcu, N. Sarı (2009). Acoustic Decoy/Jammer Tactical Concepts for Submarines: A Simulation Case Study. USMOS 2009.
Mehmet Haklıdır, Ahmet Faik Güven, Ömer Eroğlu, Deniz Aldoğan, Isa Taşdelen (2009). Modeling and Simulation of a Submarine in a Commercial Computer Generated Forces Toolkit. USMOS 2009.
F. Aruk, A. Kaplaner, Semuel Franko, C. Okutan, Mehmet Haklıdır (2009). Full-Scale Finite Element Analysis of a Passive Sonobuoy. UDT Europe 2009.
Semuel Franko, Seniha Köksal, Mehmet Haklıdır (2009). Modeling, Simulation and Control of Rotary Wing Platforms in a Computer Generated Forces Toolkit. ISC 2009.
Levent Şenyürek, Seniha Köksal, Hakkı Murat Genç, Deniz Aldoğan, Mehmet Haklıdır (2008). Implementation of Fuzzy Control for Surface Platforms in a Computer Generated Forces Toolkit. CIMCA 2008, 832-837.
Mehmet Haklıdır, Semuel Franko (2008). FST: Simulation Based Sonobuoy Mechanical Design Tool. ISIC 2008.
Mehmet Haklıdır, Deniz Aldoğan, Isa Taşdelen (2008). High Fidelity Modeling and Simulation of Surface Platforms in a Computer Generated Forces Toolkit. SCSC 2008.
Füsun Servin Tut Haklıdır, Mehmet Haklıdır (2007). Hydrogen Production from Geothermal Sources. IHEC 2007.
Mehmet Haklıdır, Füsun Servin Tut Haklıdır (2007). Possibilities for Hydrogen Production from H2S and Storage in the Black Sea. HTM 2007.
Mehmet Haklıdır (2007). FST: Hidrofonun Yer Değiştirmesinin Hesaplanması İçin Benzetim Tabanlı Sonoboy Mekanik Tasarım Aracı. USMOS 2007.
Mehmet Haklıdır, Deniz Aldoğan, Isa Taşdelen (2007). Modeling and VR-Forces Back-End Integrated Simulation of Surface Ships. USMOS 2007.
F. Ucan, G. B. Kaplan, R. Caputcu, Mehmet Haklıdır, O. F. Arar (2007). The Solution of Tactical Shortest Path Problems Using Genetic Algorithm Approach. USMOS 2007.
Mehmet Haklıdır, Ş. Ertuğrul, E. Tulunay (2006). Modeling of Sonobuoy for Position Estimation. SAVTEK 2006.
Mehmet Haklıdır, Füsun Servin Tut, Şule Kapkın (2006). Possibilities of Production and Storage of Hydrogen in the Black Sea. WHEC 2006.
Mehmet Haklıdır, Isa Taşdelen (2006). Modeling and Simulation of an Anthropomorphic Robot Arm by Using Dymola. IMS 2006.
Mehmet Haklıdır, Şule Kapkın (2005). Black Sea, a Hydrogen Source. IHEC 2005.
Mehmet Haklıdır, M. Güler (2003). Fuzzy-PD Control of a Two DOF Robot Manipulator. UMTS 2003.
M. Güler, Mehmet Haklıdır, N. Yağız (2003). Analysis of a Planar Two-Link Robot on a Square Trajectory. MBGAK 2003.
Mehmet Haklıdır, M. Güler (2003). Fuzzy Control of a One DOF Robot Arm. MBGAK 2003.
Book Chapters
Mehmet Haklıdır (2026). Türkiye’s AI Ecosystem: Key Actors, Research Institutes, Startups, and Collaborations. Artificial Intelligence and National Technology Reflections, 381-412.
Rabia Arkan Yurtoğlu, Havvanur Dervişoğlu, Burak Ülver, Ruşen Halepmollası, Mehmet Haklıdır (2024). A Novel Transformation Through Digital Twin and Federated Learning Integration: A Case Study on Cardiovascular Disease Prediction. ICT4AWE 2023 (CCIS), 91.
Mehmet Haklıdır, Sinem Nalbantoğlu, Abdullah Karadağ (2023). Akıllı Sağlık Sistemi ve Yapay Zeka. Moleküler Biyoloji ve Genetik: Sağlık Alanında ve Biyoteknolojide İleri Uygulamalar, 595-613.
Preprints
İlknur Dönmez, Mehmet Haklıdır (2023). A proposed new metric for the conceptual diversity of a text. arXiv preprint.
Preprint
Theses
Mehmet Haklıdır (2022). Deep Reinforcement Learning for Partially Observable Markov Decision Processes. Ph.D. Thesis, Control and Automation Engineering, Istanbul Technical University.
Mehmet Haklıdır (2006). Yüzer Göndermecin Durum Denetimi İçin Modellenmesi. M.Sc. Thesis, Mechatronics Engineering, Istanbul Technical University.