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Patents

2. S. Sahin, Y. Isler, and C. Guzelis, A Microcontroller Based Real-Time Simulation Laboratory Card for Designing Controller (Denetleyici Tasarımı İçin Mikrodenetleyici Tabanlı Gerçek-Zaman Benzetimci Laboratuar Düzeneği Kartı), Turkish Patent Office, Utility Model (Faydalı model), Number 2009-9805, 2009.
1. O. Ekren, Y. Isler, and S. Sahin, Microcontroller Board for Variable-Speed Running of Chiller Systems using Different Control Algorithms (Soğutma Sistemlerinin Değişik Kontrol Algoritmaları ile Değişken Hızlı Çalıştırılması İçin Mikrodenetleyici Kart), Turkish Patent Office, Utility Model (Faydalı model), Number 2009-6225, 2009.

Journal Papers

45. R.E. Buyuktoka, Z.H. Adbelli, M. Surucu, O. Ozdemir, Y. Isler, A.M. Koc, A.D. Buyuktoka, D. Cavdar, O. Aslan, S. Deger, A. Oktay, MRI-Based AI Model Predicts Neoadjuvant Therapy Response in Triple-Negative Breast Cancer, European Journal of Radiology, 2024. UNDER REVIEW
44. S. Sadaghiyanfam, H. Kamberaj, and Y. Isler, Enhanced Prediction of Ionic Liquid Toxicity Using a Meta-Ensemble Learning Framework with Data Augmentation, Artificial Intelligence Chemistry, 2024. UNDER REVIEW
43. Y. Onder, T. Bulut, O.N. Eroglu, S. Ciklacandir, and Y. Isler, Biomechanical Comparison of Locking Femoral Neck Plate Versus Cannulated Screws with or without Medial Buttress Plate in Pauwels Type 3 Femoral Neck Fractures, Acta Orthopaedica et Traumatologica Turcica, 2024. UNDER REVIEW
42. M. Degirmenci, Y.K. Yuce, M.Perc, and Y. Isler, EEG Channel and Feature Investigation in Binary and Multiple Motor Imagery Task Predictions, Frontiers in Human Neuroscience, 2024. UNDER REVIEW
41. S. Ciklacandir, G. Gokce Kara, and Y. Isler, A Biomechanical Investigation of Miniscrews Placed on a Mandible for Temporary Anchorage; A Patient-Specific Finite Element Analysis, Computer Methods in Biomechanics and Biomedical Engineering (GCMB), 2365909, 1-10, 2024. DOI
40. S. Gurkan, O. Basokcu, Y. Isler, S. Mungan Durankaya, G. Kirkim, Central Auditory Changes Associated with Age-Related Hearing Loss, Clinical EEG & Neuroscience, vol. 55(4), 508-517, 2024. DOI
39. M. Degirmenci, Y.K. Yuce, and Y. Isler, Classification of Finger Movements from Statistically-Significant Time-Domain EEG Features, Journal of the Faculty of Engineering and Architecture of Gazi University, vol. 39(3), 1597-1609, 2024. DOI
38. M. Degirmenci, Y.K. Yuce, M.Perc, and Y. Isler, EEG-Based Finger Movement Classification with Intrinsic Time-Scale Decomposition, Frontiers in Human Neuroscience, vol. 18, 1362135, 2024. DOI
37. R. Ozmanevra, Y.E. Bektas, H. Cici, S. Ciklacandir, N.D. Demirkiran, Y. Isler, O. Basci, and M. Erduran, A Novel Plate for Vertical Shear Fractures of Medial Malleolus: A Biomechanical Study, Journal of the American Podiatric Medical Association, vol. 113(4), e1-e20, 2023. DOI
36. M. Degirmenci, Y.K. Yuce, M.Perc, and Y. Isler, Statistically Significant Features Improve Binary and Multiple Motor Imagery Tasks Predictions from EEGs, Frontiers in Human Neuroscience, vol. 17, 1223307, 2023. DOI
35. Y. Isler, U. Ozturk, and E.Sayilgan, Decreasing the Running Time of the k-Nearest Neighbors Algorithm with Data Reduction Techniques for Diagnosing Congestive Heart Failure, Sadhana: Academy Proceedings in Engineering Sciences, vol. 48, 35, 2023. DOI
34. B. Yesilkaya, E. Sayilgan, Y.K. Yuce, M.Perc, and Y. Isler, Principal component analysis and manifold learning techniques for the design of brain-computer interfaces based on steady-state visually evoked potentials, Journal of Computational Science, vol. 68, 102000, 2023. DOI
33. S. Ciklacandir, and Y. Isler, Priority Assessment of Procuring Medical Equipment in Turkish Hospitals using Input-Weighted Fuzzy Logic Architecture, Expert Systems with Applications, vol. 213(Part C), 119195, 2023. DOI
32. S. Ciklacandir, S. Mihcin, and Y. Isler, Detailed Investigation of Three-Dimensional Modeling and Printing Technologies from Medical Images to Analyze Femoral Head Fractures using Finite Element Analysis, Innovation and Research in Biomedical Engineering, vol. 43(6), 604-613, 2022. DOI
31. E. Sayilgan, Y.K. Yuce, and Y. Isler, Investigating the Effect of Flickering Frequency Pair and Mother Wavelet Selection in Steady-State Visually-Evoked Potentials on Two-Command Brain-Computer Interfaces, Innovation and Research in BioMedical Engineering, vol. 43(6), 594-603, 2022. DOI
30. H. Cici, R. Ozmanevra, Y.E. Bektas, S. Ciklacandir, N.D. Demirkiran, Y. Isler, M. Erduran, and O. Basci, Biomechanical Comparison of a Closed-Loop Double Endobutton to a Lag Screw in Fixation of Posterior Malleolar Fractures, The Journal of Foot and Ankle Surgery, vol. 61(5), P975-978, 2022. DOI
29. B. Yesilkaya, M.Perc, and Y. Isler, Manifold Learning Methods for the Diagnosis of Ovarian Cancer, Journal of Computational Science, vol. 63, 101775, 2022. DOI
28. M. Surucu, Y. Isler, M. Perc, and R. Kara, Convolutional Neural Networks Predict the Onset of Paroxysmal Atrial Fibrillation: Theory and Applications, Chaos: An Interdisciplinary Journal of Nonlinear Science, vol. 31(11), 113119, 2021. DOI
27. M.B. Selek, B. Yesilkaya, S.S. Egeli, and Y. Isler, The Effect of Principal Component Analysis in the Diagnosis of Congestive Heart Failure via Heart Rate Variability Analysis, Proceedings of the IMechE Part H: Journal of Engineering in Medicine, vol. 235(12), 1479-1488, 2021. DOI
26. M. Surucu, Y. Isler, and R. Kara, Diagnosis of Paroxysmal Atrial Fibrillation Patients from Thirty-Minute Heart Rate Normalized Heart Rate Variability Analysis using Convolutional Neural Networks, Turkish Journal of Electrical Engineering & Computer Sciences, vol. 29(SI-1), 2886-2900, 2021. DOI
25. E. Sayilgan, Y.K. Yuce, and Y. Isler, Evaluation of Mother Wavelets on Steady-State Visually-Evoked Potentials for Triple-Command Brain-Computer Interfaces, Turkish Journal of Electrical Engineering & Computer Sciences, vol. 29(5), 2263-2279, 2021. DOI
24. A. Narin, and Y. Isler, Detection of New Coronavirus Disease from Chest X-ray Images using Pre-Trained Convolutional Neural Networks, Journal of the Faculty of Engineering and Architecture of Gazi University, vol. 36(4), 2095-2107, 2021. DOI
23. E. Sayilgan, Y.K. Yuce, and Y. Isler, Evaluation of wavelet features selected via statistical evidence from steady-state visually-evoked potentials to predict the stimulating frequency, Journal of the Faculty of Engineering and Architecture of Gazi University, vol. 36(2), 593-605, 2021. DOI
22. M. Secer, A. Zamani, and Y. Isler, A Practical Compensation Method for Differential Column Shortenings in High-Rise Reinforced Concrete Buildings, Periodica Polytechnica Civil Engineering, vol. 65(1), 242-254, 2021. DOI
21. S. Sahin, A.E. Kavur, S. Demiroglu, O. Seydibeyoglu, O. Baser, Y. Isler, and C. Guzelis, Spatiotemporal Chaotification of Delta Robot Mixer for Homogeneous Graphene Nanocomposite Dispersing, Robotics and Autonomous Systems, vol. 134, 103633, 1-16, 2020. DOI
20. S. Gurkan, S. Mungan Durankaya, B. Mutlu, Y. Isler, Y.O. Uzun, T. Basokcu, T.K. Erdag, and G. Kirkim, Comparison of Cortical Auditory Evoked Potential Findings in Presbycusis with Low and High Word Recognition Score, Journal of the American Academy of Audiology, vol. 31(6), 442-448, 2020. DOI
19. G. Gokce, I. Veli, Y.K. Yuce, and Y. Isler, Efficiency Evaluation of Rapid Maxillary Expansion Treatment on Nasal Septal Deviation from Cone-Beam Computer Tomography Images, Computer Methods and Programs in BioMedicine, vol. 188, 105260, 1-10, 2020. DOI CODE.
18. Y. Isler, S. Sahin, O. Ekren, and C. Guzelis, Design of Microcontroller-Based Decentralized Controller Board to Drive Chiller Systems using PID and Fuzzy Logic Algorithms, Proceedings of the IMechE Part E: Journal of Process Mechanical Engineering, vol. 234(1), 98-107, 2020. DOI
17. Y. Isler, A. Narin, M. Ozer, and M. Perc, Multi-Stage Classification of Congestive Heart Failure Based on Short-Term Heart Rate Variability, Chaos, Solitons & Fractals, vol. 118, 145-151, 2019. DOI
16. A. Narin, Y. Isler, M. Ozer, and M. Perc, Early Prediction of Paroxysmal Atrial Fibrillation based on Short-Term Heart Rate Variability, Physica A, vol. 509, 56-65, 2018. DOI
15. S. Turk Culha, M. Culha, I. Karayucel, M.Y. Celik, and Y. Isler, Heavy Metals in Mytilus Galloprovincialis, Suspended Particulate Matter and Sediment from Offshore Submerged Longline System, Black Sea, International Journal of Environmental Science and Technology (JEST), vol. 14(2), 385-396, 2017. DOI
14. Y. Isler, Discrimination of Systolic and Diastolic Dysfunctions using Multi-Layer Perceptron in Heart Rate Variability Analysis, Computers in Biology and Medicine, vol. 76, 113-119, 2016. DOI
13. Y. Isler and Y.O. Uzun, Designing a New Audiometer Device, (Abstract paper), The Journal of International Advanced Otology, vol. 11(Supp. 1), 84, 2015. PDF
12. S. Gurkan, G. Kirkim, Y. Isler, Y.O. Uzun, S.M. Durankaya, B. Mutlu, O. Basokcu, E. Dogan, The Effect of Signal To Noise Ratio on Cortical Auditory Evoked Potentials in Patients with Presbycusis, (Abstract paper), The Journal of International Advanced Otology, vol. 11(Supp. 1), 73-74, 2015. PDF
11. Y. Isler, A New Hyperbaric Oxygen Therapy Software For Measuring Hear Losses, (Abstract paper), The Journal of International Advanced Otology, vol. 11(Supp. 1), 55, 2015. PDF
10. Y. Isler, A. Narin, and M. Ozer, Comparison of the Effects of Cross-validation Methods on Determining Performances of Classifiers Used in Diagnosing Congestive Heart Failure, Measurement Science Review, vol. 15(4), 196-201, 2015. DOI
9. A. Narin, Y. Isler, and M. Ozer, Investigating the Performance Improvement of HRV Indices in CHF using Feature Selection Methods based on Backward Elimination and Statistical Significance, Computers in Biology and Medicine, vol. 45, 72-79, 2014. DOI
8. S. Sahin and Y. Isler, Microcontroller-Based Robotics and SCADA Experiments in Control and Automation Education, IEEE Transactions on Education, vol. 56(4), 424-429, 2013. DOI
7. O. Ekren, S. Sahin, and Y. Isler, Experimental Development of Transfer Functions for Variable Speed Chiller System , Proceedings of the IMechE Part E: Journal of Process Mechanical Engineering, vol. 226(3), 216-228, 2012. DOI
6. O. Ekren, S. Sahin, and Y. Isler, Comparison of Different Controllers for Variable Speed Compressor and Electronic Expansion Valve, International Journal of Refrigeration, vol. 33(6), 1161-1168, 2010. DOI
5. S. Sahin, M. Olmez, and Y. Isler, Microcontroller-Based Experimental Setup and Experiments on SCADA Education, IEEE Transactions on Education, vol. 53(3), 437-444, 2010. DOI
4. Y. Isler and M. Kuntalp, Heart Rate Normalization in the Analysis of Heart Rate Variability in Congestive Heart Failure, Proceedings of the IMechE Part H: Journal of Engineering in Medicine, vol. 224(3), 453-463, 2010. DOI
3. Y. Isler, A Software for Simulating Passive Dendrite Properties based on the Cable Theory, Computer Methods and Programs in Biomedicine, vol.88(3), 264-272, December 2007. DOI
2. Y. Isler and M. Kuntalp, Combining Classical HRV Indices With Wavelet Entropy Measures Improves to Performance in Diagnosing Congestive Heart Failure, Computers in Biology and Medicine, vol.37(10), 1502-1510, October 2007. DOI
1. M. Ozer, Y. Isler, and H. Ozer, A Computer Software for Simulating Single-compartmental Model of Neurons, Computer Methods and Programs in Biomedicine, vol.75(1), 51-57, July 2004. DOI

National Journals

20. E. Yucel, Y. Isler, Y. Kutlu, Autonomous Vehicle License Plate Detection and Identification System Based on Three-Stage Deep Learning, Karaelmas Fen ve Mühendislik Dergisi (Karaelmas Science and Engineering Journal), ACCEPTED, 2024.
19. S. Ciklacandir, and Y. Isler, The Evaluation of Mechanical Properties of Commercial Composite Bones and 3D-Printed Bones Produced Using the CJP Technology, Afyon Kocatepe Üniversitesi Fen Ve Mühendislik Bilimleri Dergisi (Afyon Kocatepe University Journal of Science and Engineering), 24(6): 1506-1515, 2024. LINK
18. S. Ciklacandir, G. Gokce Kara, and Y. Isler, Investigation of Different Miniscrew Head Designs by Finite Element Analysis, Turkish Journal of Orthodontics, 37(2): 98-103, 2024. DOI
17. M. Surucu, Y. Isler, R. Kara, The Effect of Heart Rate and Feature Normalization Methods to Diagnose Paroxysmal Atrial Fibrillation Using 30-Minute Heart Rate Variability Analysis, Karaelmas Fen ve Mühendislik Dergisi (Karaelmas Science and Engineering Journal), 13(1): 191-204, 2023. DOI
16. S. Ciklacandir, and Y. Isler, A Cost-Effective Solution for Real-Time Measurement of Human Joint Angles, Karaelmas Fen ve Mühendislik Dergisi (Karaelmas Science and Engineering Journal), 12(2): 119-133, 2022. DOI
15. Y.K. Yuce, A. Coban, S. Inanir, Y. Isler, CabApp: Design Your Journey Correctly (CapApp: Taksi Yolculuğunuzu Doğru Tasarlayın), Avrupa Bilim ve Teknoloji Dergisi (European Journal of Science and Technology), Ejosat Özel Sayı 2021 (RDCONF): 602-615, 2021. DOI
14. Y.K. Yuce, A. Coban, S. Inanir, Y. Isler, Process Models in Mobile Applications Developed for Cab Journey: Deficiencies in Passenger Control and a New Model Suggestion (Taksi Yolculuğu İçin Geliştirilmiş Mobil Uygulamalarda Süreç Modelleri: Yolcu Hakimiyeti Açısından Eksikler ve Yeni Bir Model Önerisi), Avrupa Bilim ve Teknoloji Dergisi (European Journal of Science and Technology), Ejosat Özel Sayı 2021 (RDCONF): 403-413, 2021. DOI
13. Y. Isler, A. Manalp, and S.S. Egeli, Tüketici Elektroniği Bileşenleri Kullanarak Alternatif Bir Raspberry Pi Tabanlı X-Işını Görüntüleme Cihazı Tasarımı (An Alternative Design of X-Ray Imaging Device based on Raspberry Pi with Consumer Electronic Components), Karaelmas Fen ve Mühendislik Dergisi (Karaelmas Science and Engineering Journal), 11(2): 108-113, 2021.
12. E. Cancioglu, S. Sahin, Y. Isler, Poincare Çizimi Ölçümlerinden Topluluk Öğrenmesi Yöntemleri Kullanılarak Proses Kontrol Sistemlerinde Arıza Tespit ve Teşhisi (Fault Detection and Diagnosis on Process Control Systems Using Ensemble Learning Algorithms from Poincare Plot Measures), Avrupa Bilim ve Teknoloji Dergisi (European Journal of Science and Technology), Ejosat Özel Sayı 2021 (HORA): 30-34, 2021. DOI
11. E. Sayilgan, Y.K. Yuce, and Y. Isler, Determining Gaze Information from Steady-State Visually-Evoked Potentials (Durağan Durum Görsel Uyaran Potansiyellerinden Bakış Bilgilerini Çıkarma), Karaelmas Fen ve Mühendislik Dergisi (Karaelmas Science and Engineering Journal), 10(2): 151-157, 2020. PDF
10. E. Sayilgan, Y.K. Yuce, and Y. Isler, Durağan Durum Görsel Uyaran Potansiyellerinden Fourier Dönüşümü ile Üç Farklı Komutun Kestirimi (Estimation of Three Distinct Commands Using Fourier Transform of Steady-State Visual-Evoked Potentials), Düzce Üniversitesi Bilim ve Teknoloji Dergisi, 8(4): 2337-2343, 2020. DOI
9. R. Uzun, Y. Isler, and M. Toksan, Prediction of the Success of Wart Treatment Methods, Karaelmas Fen ve Mühendislik Dergisi (Karaelmas Science and Engineering Journal), 10(1): 44-52, 2020. DOI
8. Y. Isler and A. Manalp, Infrared-Based Device for Measuring the Source to Skin Distance in Radiotherapy, Karaelmas Fen ve Mühendislik Dergisi (Karaelmas Science and Engineering Journal), 9(2): 269-276, 2019. DOI
7. Y. Isler and O. Isler, Çok Fonksiyonlu Protez El Hareketleri İçin Uzman Sistem Tasarımı (Design of Expert Systems Using Surface EMG Signal for Movements of Multi-Function Prosthetic Hand), Karaelmas Fen ve Mühendislik Dergisi (Karaelmas Science and Engineering Journal), 9(2): 237-243, 2019. DOI
6. R. Uzun, M. Toksan, and Y. Isler, WEKA Yazılım Paketinin Siğil Tedavi Yöntemlerinin Başarısının Tahmininde Kullanımı (Use of WEKA Software Package to Predict the Success of Wart Treatment Methods), Düzce Üniversitesi Bilim ve Teknoloji Dergisi, 7(1): 699-708, 2019. PDF
5. A. Narin, Y. Isler, M. Ozer, Prediction of PAF Attacks Using Time-Domain Measures of Heart Rate Variability (Kalp Hızı Değişkenliği Zaman Alanı Ölçümleri Kullanarak PAF Atağının Tahmini), Karaelmas Fen ve Mühendislik Dergisi (Karaelmas Science and Engineering Journal), 8(2): 536-542, 2018. DOI
4. A. Narin, Y. Isler, M. Ozer, Konjestif Kalp Yetmezliği Teşhisinde Kullanılan Çapraz Doğrulama Yöntemlerinin Sınıflandırıcı Performanslarının Belirlenmesine Olan Etkilerinin Karşılaştırılması (Comparison Of The Effects Of Cross Validation Methods On Determining Performances Of Classifiers Used In Diagnosing Congestive Heart Failure), Dokuz Eylul Universitesi Fen ve Mühendislik Dergisi, 16(3): 1-8, 2014. PDF
3. M.B. Selek, Y. Isler, and M. Colak, Fotovoltaik Sistemlerin Denetlenmesi İçin Yeni Bir Kontrol Kartı ve Bilgisayar Yazılımı (A New Control Circuit and Computer Software to Control Photovoltaic Systems), Pamukkale Üniversitesi Mühendislik Bilimleri Dergisi (Pamukkale University Journal of Engineering Sciences), 14(2), 161-168, 2008.PDF
2. Y. Isler, N.H. Ekmekci, and M. Ozer, Pasif Dendrit Elektriksel Özelliklerinin Benzetimi İçin Bir Yazılım, Pamukkale Üniversitesi Mühendislik Bilimleri Dergisi (Pamukkale University Journal of Engineering Sciences), 12(1), 97-104, April 2006.PDF
1. M. Ozer and Y. Isler, A New Computer Software for Simulation of Neurons, Pamukkale Üniversitesi Mühendislik Bilimleri Dergisi (Pamukkale University Journal of Engineering Sciences), 10(1), 1-8, January 2004, in English.PDF

Journal Papers with indexing by other than SCI, SCI-E, and TR-INDEX

32. M.Y. Ozdemir, and Y. Isler, Nonlinear Feature Analysis for EEG-Based Biometric Authentication via Machine-Learning, Journal of Intelligent Systems with Applications, 6(2): 27-33, 2023. DOI
31. H. Demirelli, Y. Isler, and Y.K. Yuce, Development and Perceived Usability Evaluation of a Mobile application for Notetaking, EAI Endorsed Transactions on e-Learning, 9: 1-14, 2023. DOI
30. U. Sen, and Y. Isler, pyNeuroSim: Python-Based Neuron Simulator, Journal of Intelligent Systems with Applications, 5(2): 110-113, 2022. DOI
29. S. Ciklacandir, S. Culha, and Y. Isler, Design of a Real-Time Tracking System to Eliminate 3D Printing Errors Caused by Thermoplastic Materials, Journal of Intelligent Systems with Applications, 5(2): 82-85, 2022. DOI
28. M. Degirmenci, Y.K. Yuce, and Y. Isler, Classification of Multi-Class Motor Imaginary Tasks using Poincare Measurements Extracted from EEG Signals, Journal of Intelligent Systems with Applications, 5(2): 74-78, 2022. DOI
27. M. Degirmenci, Y.K. Yuce, and Y. Isler, Motor Imaginary Task Classification using Statistically Significant Time Domain and Frequency Domain EEG Features, Journal of Intelligent Systems with Applications, 5(1): 49-54, 2022. DOI
26. M. Degirmenci, E. Sayilgan, and Y. Isler, Evaluation of Wigner-Ville Distribution Features to Estimate Steady-State Visual Evoked Potentials' Stimulation Frequency, Journal of Intelligent Systems with Applications, 4(2): 133-136, 2021. DOI
25. B. Yasar, and Y. Isler, N. Topaloglu Avsar, Manufacturing Multicolor LED-Based Phototherapy Device with a Novel 3D Design, Journal of Intelligent Systems with Applications, 4(2): 120-124, 2021. DOI
24. E. Sayilgan, Y.K. Yuce, and Y. Isler, Frequency Recognition from Temporal and Frequency Depth of the Brain-Computer Interface based on Steady-State Visual Evoked Potentials, Journal of Intelligent Systems with Applications, 4(1): 68-73, 2021. DOI
23. S.S. Egeli, and Y. Isler, Determining the Relation Between the Count Number and X-Ray Energy Level in Pyroelectric Materials using Linear Regression Analysis, Journal of Intelligent Systems with Applications, 4(1): 58-60, 2021. DOI
22. M.B. Selek, U.A. Ciftciogullari, Y.K. Yuce, and Y. Isler, Developing an Educational Mobile Game to Provide Diabetes-Awareness Among Children, Journal of Intelligent Systems with Applications, 4(1): 20-23, 2021. DOI
21. M.B. Selek, A. Onder, and Y. Isler, IoT Supported Pill Dispenser for Patients with Dementia, Journal of Intelligent Systems with Applications, 4(1): 1-5, 2021. DOI
20. G. Arslan, Y. Tokem, and Y. Isler, Virtual Reality Applications in Nursing, Journal of Intelligent Systems with Applications, 3(2): 122-129, 2020. DOI
19. S.S. Egeli, and Y. Isler, Mini Review on Dental Imaging Devices and Use of Artificial Intelligence in Dentistry, Journal of Intelligent Systems with Applications, 3(2): 114-117, 2020. DOI
18. M.B. Selek, S.S. Egeli, and Y. Isler, Patient Survival Prediction with Machine Learning Algorithms, Journal of Intelligent Systems with Applications, 3(2): 93-96, 2020. DOI
17. S. Pehlivan, and Y. Isler, Detection of Heart Disease Risk Utilizing Correlation Matrix, Random Forest and Permutation Feature Importance Approaches, Journal of Intelligent Systems with Applications, 3(1): 29-34, 2020. DOI
16. E. Cancioglu, S. Sahin, and Y. Isler, Heart Sounds Analysis and Classification Based on Long-Short Term Memory, Journal of Intelligent Systems with Applications, 3(1): 25-28, 2020. DOI
15. M.B. Selek, V.A. Uzal, and Y. Isler, Arduino Based Probe Bag Alert System Design, Journal of Intelligent Systems with Applications, 3(1): 20-24, 2020. DOI
14. M.B. Selek, M.C. Duyar, and Y. Isler, Electronic Stethoscope Design, Journal of Intelligent Systems with Applications, 3(1): 10-16, 2020. DOI
13. S. Ciklacandir, and Y. Isler, Portable Epilepsy Seizure Warning and Emergency Response Armband Design, Journal of Intelligent Systems with Applications, 3(1): 1-5, 2020. DOI
12. M.B. Selek, B. Imamoglu, M.C. Yildirim, and Y. Isler, Eog-Based Device Control Interface for Patients with Quadriplegia, Journal of Intelligent Systems with Applications, 2(2): 167-171, 2019. DOI
11. M.B. Selek, A. Solmaz, E. Cetintas, K. Ugur, and Y. Isler, Design of 3D Digitization Integrated Robotic Arm to Help Clinical Applications, Journal of Intelligent Systems with Applications, 2(2): 162-166, 2019. DOI
10. M.A. Dincer, H. Eser, and Y. Isler, Implementation of DC Motor Control Experimental Setup Platform for Intelligent System Applications, Journal of Intelligent Systems with Applications, 2(2): 119-123, 2019. DOI
9. A. Narin, Y. Isler, and M. Ozer, Early Prediction of Paroxysmal Atrial Fibrillation using Wavelet Transform Methods, Journal of Intelligent Systems with Applications, 2(2): 111-114, 2019. DOI
8. H. Eser, M.A. Dincer, and Y. Isler, Plant Implementation for Wireless Remote Control, Journal of Intelligent Systems with Applications, 2(1): 54-57, 2019. DOI
7. Y. Isler, and O. Isler, EMG Controlled 3D Printed Bionic Hand, Natural and Engineering Sciences, 4(3): 59-64, 2019. PDF
6. E. Sayilgan, Y.K. Yuce, and Y. Isler, Prediction of Evoking Frequency from Steady-State Visual Evoked Frequency, Natural and Engineering Sciences, 4(3): 91-99, 2019. PDF
5. Y. Isler, S.S. Egeli, and A. Manalp, Investigating New-Age Pyroelectric Radiographic X-Ray Generators, (Review), Natural and Engineering Sciences, 4(2): 125-132, 2019. PDF
4. Y. Isler, L.T. Olcuoglu, and M. Yeniad, Data Security and Privacy Issues of Implantable Medical Devices, (Review), Natural and Engineering Sciences, 3(3): 12-22, 2018. PDF
3. M.B. Selek, S. Sahin, Y. Isler, Soğutma Kompresörlerinin Güneş Enerjisiyle Çalıştırılması İçin Şebeke Bağlantılı İnvertör Tasarımı (Grid Connected Inverter Design for the PV Powered Refrigeration Compressors), Soğutma Dünyası Dergisi (Journal of Refrigeration World), 54: 52-56, Temmuz-Ağustos-Eylül 2011. PDF
2. S. Sahin, O. Ekren, Y. Isler, and C. Guzelis, Değişken Hızlı Soğutma Sistemleri İçin Gerçek-Zaman Benzetimcisi Kullanarak Yapay Sinir Ağları Temelli Denetleyici Tasarımı ve Gerçeklenmesi (Design and Implementation of Artificial Neural Networks Controller via a Real-Time Simulator for Variable Speed Refrigeration Systems), Mühendis ve Makina Dergisi (Engineer and Machinery Journal), 51(603): 8-15, Nisan 2010. PDF
1. S. Sahin, Y. Isler, and M.B. Selek, Sanal Aygıtlarla Sıvı Seviyesi ve Sıcaklık Kontrolü Deneyine Örnek Bir Uygulama (An Example Experiment In Control Of Liquid Level and Temperature Using Virtual Instruments), Celal Bayar Üniversitesi Soma Meslek Yüksekokulu Teknik Bilimler Dergisi (Celal Bayar University, Journal of Technical Sciences), 8(1), 1-10, 2007. PDF

Proceedings

31. S. Sadaghiyanfam, H. Kamberaj, and Y. Isler, Deep Learning with Graph Attention Networks for Predicting Ionic Liquid Toxicity, 16th International Conference on Bioinformatics Models, Methods, and Algorithms (BIOINFORMATICS 2025), February 20-22, Porto, Portugal, 2025, SUBMITTED.
30. S. Sadaghiyanfam, Y. Isler, and H. Kamberaj, Predicting Ionic Liquid Toxicity Using a Stacking Ensemble Model: A SMILES-Based Approach, 5th International Conference of Applied Sciences, Engineering Mathematics, and Architecture (ICASEMA 2024), September 25-27, Skopje, North Macedonia, 2024.
29. E.A. Alabdulrahim, and Y. Isler, Design of a Wireless ECG Device That Can Detect Atrial Fibrillation Attacks, 8th International Students Science Congress, May 23-24, Bornova, Izmir, 2024.
28. H. Demirelli, Y. Isler, and Y.K. Yuce, A Mobile Application for Taking Notes Based on Cornell Technique, EAI ICMTEL 2023, 5th EAI International Conference on Multimedia Technology and Enhanced Learning, April 28-29, Leicester, Great Britain, 2023.
27. E. Cancioglu, S. Sahin, and Y. Isler, Fault Detection and Diagnosis on Process Control Systems Using Ensemble Learning Algorithms from Poincare Plot Measures, Abstracts Book, 7, 3rd International Congress on Human-Computer Interaction, Optimization and Robotic Applications (HORA 2021), June 11-13, Turkey, 2021.
26. E. Cancioglu, S. Sahin, and Y. Isler, Fault Detection and Diagnosis on Process Control Systems Using k-Nearest Neighbors from Poincare Plot Measures, Book of Abstracts, 34, 3rd International Conference of Applied Sciences, Engineering and Mathematics (IBU-ICASEM 2021), June 3-5, Skopje/North Macedonia, 2021.
25. S. Ciklacandir, and Y. Isler, Identification of Human Activities from Sensor Arrays of the Rokoko Smartsuit Pro using the Nearest Neighbor Classifier, Book of Abstracts, 29, 3rd International Conference of Applied Sciences, Engineering and Mathematics (IBU-ICASEM 2021), June 3-5, Skopje/North Macedonia, 2021.
24. M.B. Selek, B. Yesilkaya, S.S. Egeli, and Y. Isler, Investigating Orange Software as a Pattern Recognition Visual Programming Tool, Book of Abstracts, 24, 3rd International Conference of Applied Sciences, Engineering and Mathematics (IBU-ICASEM 2021), June 3-5, Skopje/North Macedonia, 2021.
23. S. Pehlivan, and Y. Isler, Investigating the Normality of Activity Graph Measurements to Discriminate Patients with Schizophrenia from Normal Subjects, Book of Abstracts, 21, 3rd International Conference of Applied Sciences, Engineering and Mathematics (IBU-ICASEM 2021), June 3-5, Skopje/North Macedonia, 2021.
22. M. Degirmenci, E. Sayilgan, and Y. Isler, Extracting the Steady-State Visual Evoked-Potentials Using Wigner-Ville Distribution, Book of Abstracts, 20, 3rd International Conference of Applied Sciences, Engineering and Mathematics (IBU-ICASEM 2021), June 3-5, Skopje/North Macedonia, 2021.
21. M. Surucu, Y. Isler, and R. Kara, Heart Rate Normalization on Determining a Paroxysmal Atrial Fibrillation Attack, Book of Abstracts, 19, 3rd International Conference of Applied Sciences, Engineering and Mathematics (IBU-ICASEM 2021), June 3-5, Skopje/North Macedonia, 2021.
20. E. Sayilgan, and Y. Isler, Review of Rehabilitation Technologies based on Brain-Computer Interfaces, Book of Abstracts, 18, 3rd International Conference of Applied Sciences, Engineering and Mathematics (IBU-ICASEM 2021), June 3-5, Skopje/North Macedonia, 2021.
19. E. Sayilgan, Y.K. Yuce, and Y. Isler, Determining Seven Different Brain-Computer Interface Commands using Fourier Transform and Machine Learning Methods from SSVEP, Book of Abstracts, ISBN: 978-608-4868-02-6, 11, 2nd International Conference of Applied Sciences, Engineering and Mathematics (IBU-ICASEM 2020), June 4-6, Skopje/North Macedonia, 2020.
18. M. Surucu, Y. Isler, and R. Kara, Investigation of the Effect of Normalization Techniques on Discriminating Patients with Paroxysmal Atrial Fibrillation, Book of Abstracts, ISBN: 978-608-4868-02-6, 12, 2nd International Conference of Applied Sciences, Engineering and Mathematics (IBU-ICASEM 2020), June 4-6, Skopje/North Macedonia, 2020.
17. S. Ciklacandir, and Y. Isler, Design of a Low-Cost Arduino-Based Respiratory and Sleep Apnea Detection System, Book of Abstracts, ISBN: 978-608-4868-02-6, 16, 2nd International Conference of Applied Sciences, Engineering and Mathematics (IBU-ICASEM 2020), June 4-6, Skopje/North Macedonia, 2020.
16. M.B. Selek, and Y. Isler, Discriminating Aggressive Physical Activity from Surface EMG Signals, Book of Abstracts, ISBN: 978-608-4868-02-6, 17, 2nd International Conference of Applied Sciences, Engineering and Mathematics (IBU-ICASEM 2020), June 4-6, Skopje/North Macedonia, 2020.
15. A. Narin, and Y. Isler, Investigation of the Effect of Histogram Equalization Method on the Classifier Performance of the Convolutional Neural Network for Covid-19 Chest Radiography Images, Book of Abstracts, ISBN: 978-608-4868-02-6, 18, 2nd International Conference of Applied Sciences, Engineering and Mathematics (IBU-ICASEM 2020), June 4-6, Skopje/North Macedonia, 2020.
14. O. Karabiber Cura, E. Sayilgan, and Y. Isler, Arrhythmia Classification Using Fuzzy C-Means Clustering, Book of Abstracts (ISBN: 978-608-65137-5-7), 98, International Conference of Applied Sciences, Engineering and Mathematics (IBU-ICASEM 2017), May 5-7, Struga-Ohrid/North Macedonia, 2017.
13. R. Uzun, Y. Isler, and B. Unlu, Design of a New Electronic Board to Control Wheelchair Motors Using EOG Signals, Book of Abstracts (ISBN: 978-608-65137-5-7), 90, International Conference of Applied Sciences, Engineering and Mathematics (IBU-ICASEM 2017), May 5-7, Struga-Ohrid/North Macedonia, 2017.
12. Y. Isler and M.H. Selek, Design of Incubator Control System with Online Video Streaming using Raspberry PI, Book of Abstracts (ISBN: 978-608-65137-5-7), 89, International Conference of Applied Sciences, Engineering and Mathematics (IBU-ICASEM 2017), May 5-7, Struga-Ohrid/North Macedonia, 2017.
11. K.O. Algan and Y. Isler, Mobile Oscilloscope Application to Acquire Real-Time Signals Wirelessly, Book of Abstracts (ISBN: 978-608-65137-5-7), 85, International Conference of Applied Sciences, Engineering and Mathematics (IBU-ICASEM 2017), May 5-7, Struga-Ohrid/North Macedonia, 2017.
10. Y. Isler and A.C. Turhan, A Lower Extremity Prosthesis System Design Based on Myoelectronic Controller, Book of Abstracts (ISBN: 978-608-65137-5-7), 82, International Conference of Applied Sciences, Engineering and Mathematics (IBU-ICASEM 2017), May 5-7, Struga-Ohrid/North Macedonia, 2017.
9. Y. Isler and Y.O. Uzun, Designing a New Audiometer Device, 12th Congress of the European Federation of Audiology Society (EFAS), May 27-30, Istanbul/Turkey, 2015.
8. S. Gurkan, G. Kirkim, Y. Isler, Y.O. Uzun, S.M. Durankaya, B. Mutlu, O.Basokcu, E. Dogan, The Effect of Signal To Noise Ratio on Cortical Auditory Evoked Potentials in Patients with Presbycusis, 12th Congress of the European Federation of Audiology Society (EFAS), May 27-30, Istanbul/Turkey, 2015.
7. Y. Isler, A New Hyperbaric Oxygen Therapy Software For Measuring Hear Losses, 12th Congress of the European Federation of Audiology Society (EFAS), May 27-30, Istanbul/Turkey, 2015.
6. E. Yakkan, E. Yakkan, M.O. Seydibeyoglu, S. Sahin, Y. Isler, C. Guzelis, An Energy Efficient Chaotic Mixing Method to Prepare Graphene Nanocomposites, 1st Joint Turkey-Germany Workshop on Polymeric Nanocomposites, Istanbul/ Turkey, 29-31 August 2014, English.
5. Y. Isler, Determination of the exact value of the regularization parameter in smoothness priors method with respect to the corresponding cut-off frequencies for designing filters, 8th International Symposium on Health Informatics and Bioinformatics (HIBIT2013), Ankara / Turkey, 25-27 September 2013, English, DOI.
4. S. Sahin, Y. Isler, and M.B. Selek, Sıcaklık Görüntülenmesi İçin Deneysel Bir SCADA Uygulaması (An Experimental SCADA Study in Temperature Monitoring), 2nd International and 6th National Vocational Schools Symposium 2011 (UMYOS11), Aydın / Turkey, 25-27 May 2011, Turkish.
3. S. Sahin, Y. Isler, and C. Guzelis, A Microcontroller Based Test Platform for Controller Design, IEEE International Symposium on Industrial Electronics (ISIE2010), ISBN: 978-1-4244-6391-6/10, 36-41, Bari / Italy, 4-7 July 2010, English, DOI.
2. M. Ozer, Y. Isler, and N.H. Ekmekci, A Computer Software for Simulating Passive Dendrite Properties Based on the Cable Theory, 2nd International Symposium on Electrical, Electronic and Computer Engineering (NEUCEE2004), ISBN:975-8359-32-0, 291-296, Nicosia/North Cyprus, 11-13 March 2004, English.
1. M. Ozer and Y. Isler, A New Computer Software for Simulation of Single Compartmental Model of Neurons, International Twelfth Turkish Symposium on Artificial Intelligence and Neural Networks (TAINN2003), Vol.E3, 268-270, Canakkale/Turkey, 02-04 July 2003, English.

National Proceedings

89. S. Sezgin, and Y. Isler, LiDAR-Based Fall Detection, 4th International Symposium of Scientific Research and Innovative Studies (ISSRIS 2024), Abstract Book, p. 570, March 13-16, Bandirma/Turkey, 2024.
88. F. Emrem, I. Kaya, and Y. Isler, Privacy-Focused Short Message Application For Visually Impaired Individuals, 4th International Symposium of Scientific Research and Innovative Studies (ISSRIS 2024), Abstract Book, p. 569, March 13-16, Bandirma/Turkey, 2024.
87. S. Ciklacandir, S. Ozkan, and Y. Isler, A Comparison of the Performances of Video-Based and IMU Sensor-Based Motion Capture Systems on Joint Angles, 13. Akıllı Sistemlerde Yenilikler ve Uygulamaları Konferansı (ASYU'2022), Antalya / Turkey, 07-09 September 2022. DOI
86. S. Ciklacandir, S. Culha, and Y. Isler, Design of a Real-Time Tracking System to Eliminate 3D Printing Errors Caused by Thermoplastic Materials, 5th International Conference on Medical Devices (ICMD'2022), Abstract Book, Gaziantep / Turkey, 06-07 June 2022.
85. S. Ciklacandir, G. Gokce Kara, and Y. Isler, Investigation of Different Miniscrew Head Designs by Finite Element Analysis, 5th International Conference on Medical Devices (ICMD'2022), Abstract Book, Gaziantep / Turkey, 06-07 June 2022.
84. B. Yesilkaya, S.S. Egeli, M. Perc, and Y. Isler, The Effect of Principal Component Analysis on Various Machine Learning Algorithms in the Diagnosis of Ovarian Cancer, 5th International Conference on Medical Devices (ICMD'2022), Abstract Book, Gaziantep / Turkey, 06-07 June 2022.
83. M. Degirmenci, Y.K. Yuce, and Y. Isler, Classification of Multi-Class Motor Imaginary Tasks using Poincare Measurements Extracted from EEG Signals, 5th International Conference on Medical Devices (ICMD'2022), Abstract Book, Gaziantep / Turkey, 06-07 June 2022.
82. M. Degirmenci, Y.K. Yuce, and Y. Isler, Motor Imaginary Task Classification using Statistically Significant Time Domain and Frequency Domain EEG Features, 5th International Conference on Medical Devices (ICMD'2022), Abstract Book, Gaziantep / Turkey, 06-07 June 2022.
81. A. Sarpay, and Y. Isler, Design of a Tele-Physiotherapy Device to Remedy Elbow Joint, 5th International Conference on Medical Devices (ICMD'2022), Abstract Book, Gaziantep / Turkey, 06-07 June 2022.
80. O. Arslan, and Y. Isler, Development of Personal Trainer Device for Exercise and Rehabilitation Tracking, 5th International Conference on Medical Devices (ICMD'2022), Abstract Book, Gaziantep / Turkey, 06-07 June 2022.
79. S. Ciklacandir, O. Telli, and Y. Isler, Üç Boyutlu Yazıcılarda Baskı Sorunlarını Algılayan Gerçek Zamanlı Sistem (Real-Time Detection System for Printing Problems of Three-Dimensional Printers), IEEE 30th Signal Processing and Communications Applications Conference (SIU2022), Safranbolu / Turkey, 16-18 May 2022, DOI.
78. M. Degirmenci, Y.K. Yuce, and Y. Isler, İstatistiksel Olarak Anlamlı EEG Zaman Alanı Öznitelikleri ile Motor Hayali Görev Sınıflandırılması (Motor Imaginary Task Classification Using Statistically Significant Time-Domain EEG Features), IEEE 30th Signal Processing and Communications Applications Conference (SIU2022), Safranbolu / Turkey, 16-18 May 2022, DOI.
77. B. Yesilkaya, S.S. Egeli, and Y. Isler, Diagnosis of Ovarian Cancer using Conventional Machine Learning Methods, ICAII4.0 - International Conference on Artificial Intelligence towards Industry 4.0, Book of Proceedings, 9, Iskenderun / Turkey, 11-12 November 2021.
76. E. Sayilgan, Y.K.Yuce, and Y. Isler, Investigation of Classifier Performances with respect to the Difference of Flickering Frequencies of User Commands in Brain-Computer Interfaces, ICAII4.0 - International Conference on Artificial Intelligence towards Industry 4.0, Book of Proceedings, 12, Iskenderun / Turkey, 11-12 November 2021.
75. S.S. Egeli, and Y. Isler, Determining the Relation Between the Count Number and X-ray Energy Level in Pyroelectric Materials using Linear Regression Analysis, 4th International Conference on Medical Devices (ICMD'2021), Abstract Book, 29, Gaziantep / Turkey, 10-12 June 2021.
74. M. Degirmenci, E. Sayilgan, and Y. Isler, Evaluation of Wigner-Ville Distribution Features to Estimate Steady-State Visual Evoked Potentials' Stimulation Frequency, 4th International Conference on Medical Devices (ICMD'2021), Abstract Book, 27, Gaziantep / Turkey, 10-12 June 2021.
73. B. Yasar, Y. Isler, and N. Topaloglu Avsar, Manufacturing Multicolor LED-Based Phototherapy Device with a Novel 3D Design, 4th International Conference on Medical Devices (ICMD'2021), Abstract Book, 22, Gaziantep / Turkey, 10-12 June 2021.
72. E. Sayilgan, Y.K. Yuce, and Y. Isler, Frequency Recognition from Temporal and Frequency Depth of the Brain-Computer Interface based on Steady-State Visual Evoked Potentials, 4th International Conference on Medical Devices (ICMD'2021), Abstract Book, 13, Gaziantep / Turkey, 10-12 June 2021.
71. G. Arslan, Y. Tokem, and Y. Isler, Virtual Reality Applications in Nursing, ICAII4.0 - International Conference on Artificial Intelligence towards Industry 4.0, Proceedings, 26, Izmir / Turkey, 12-14 November 2020.
70. M.B. Selek, S.S. Egeli, and Y. Isler, Patient Survival Prediction with Machine Learning Algorithms, ICAII4.0 - International Conference on Artificial Intelligence towards Industry 4.0, Proceedings, 24, Izmir / Turkey, 12-14 November 2020.
69. S.S. Egeli, and Y. Isler, Mini Review on Dental Imaging Devices and Use of Artificial Intelligence in Dentistry, ICAII4.0 - International Conference on Artificial Intelligence towards Industry 4.0, Proceedings, 12, Izmir / Turkey, 12-14 November 2020.
68. S. Ciklacandir, and Y. Isler, Portable Epilepsy Seizure Warning and Emergency Response Armband Design, 3rd International Conference on Medical Devices (ICMD'2020), Abstract Book, 7, Adrasan - Antalya / Turkey, 28-29 September 2020.
67. S.S. Egeli, and Y. Isler, Development of Artificial Intelligence Algorithm for Early Diagnosis of Sepsis Disease, 3rd International Conference on Medical Devices (ICMD'2020), Abstract Book, 9, Adrasan - Antalya / Turkey, 28-29 September 2020.
66. E. Cancioglu, S. Sahin, and Y. Isler, Heart Sounds Analysis and Classification Based on Long-Short Term Memory, 3rd International Conference on Medical Devices (ICMD'2020), Abstract Book, 10, Adrasan - Antalya / Turkey, 28-29 September 2020.
65. S. Pehlivan, and Y. Isler, Detection of Heart Disease Risk Utilizing Correlation Matrix, Random Forest and Permutation Feature Importance Approaches, 3rd International Conference on Medical Devices (ICMD'2020), Abstract Book, 11, Adrasan - Antalya / Turkey, 28-29 September 2020.
64. M.B. Selek, V.A. Uzal, and Y. Isler, Arduino Based Probe Bag Alert System Design, 3rd International Conference on Medical Devices (ICMD'2020), Abstract Book, 21, Adrasan - Antalya / Turkey, 28-29 September 2020.
63. M.B. Selek, U.A. Ciftciogullari, Y.K. Yuce, and Y. Isler, Developing An Educational Mobile Game To Provide Diabetes-Awareness Among Children, 3rd International Conference on Medical Devices (ICMD'2020), Abstract Book, 22-23, Adrasan - Antalya / Turkey, 28-29 September 2020.
62. M.B. Selek, M.C. Duyar, and Y. Isler, Electronic Stethoscope Design, 3rd International Conference on Medical Devices (ICMD'2020), Abstract Book, 24-25, Adrasan - Antalya / Turkey, 28-29 September 2020.
61. M.B. Selek, B. Imamoglu, M.C. Yildirim, and Y. Isler, Eog-Based Device Control Interface for Patients with Quadriplegia, 3rd International Conference on Medical Devices (ICMD'2020), Abstract Book, 26, Adrasan - Antalya / Turkey, 28-29 September 2020.
60. M.B. Selek, A. Solmaz, E. Cetintas, K. Ugur, and Y. Isler, Design of 3D Digitization Integrated Robotic Arm to Help Clinical Applications, 3rd International Conference on Medical Devices (ICMD'2020), Abstract Book, 27-28, Adrasan - Antalya / Turkey, 28-29 September 2020.
59. M.B. Selek, A. Onder, and Y. Isler, IoT Supported Pill Dispenser for Patients with Dementia, 3rd International Conference on Medical Devices (ICMD'2020), Abstract Book, 29, Adrasan - Antalya / Turkey, 28-29 September 2020.
58. W.M. Khail, G. Bombar, E. Eris Duman, and Y. Isler, Statistical Analysis of Monthly and Annual Precipitation and Monthly Mean Air Temperature in Black Sea (Turkey), 4th International Students Science Congress, Proceedings Book, 188-192, Izmir, Turkey, 18-19 September 2020.
57. R. Uzun Arslan, G.K. Yaman, and Y. Isler, Classification Hand Gestures in Packman Game Using Multilayer Sensor Neural Network, 4th International Symposium on Innovative Approaches in Engineering and Natural Sciences (ISAS WINTER-2019), Samsun/Turkey, 22-24 November 2019.
56. Y. Isler, and O. Isler, EMG Controlled 3D Printed Bionic Hand , International Conference on Artificial Intelligence towards Industry 4.0 (ICAII4.0), Conference Proceedings Book (ISBN: 978-605-68970-3-0), 374-379, Iskenderun / Hatay / Turkey, 14-16 November 2019.
55. E. Sayilgan, Y.K. Yuce, and Y. Isler, Discriminating the Gaze among Five Boxes from EEG Signals using Machine Learning, International Conference on Artificial Intelligence towards Industry 4.0 (ICAII4.0), Conference Proceedings Book (ISBN: 9978-605-68970-3-0), 391-398, Iskenderun / Hatay / Turkey, 14-16 November 2019.
54. E. Sayilgan, Y.K. Yuce, and Y. Isler, Prediction of Evoking Frequency from Steady-State Visual Evoked Frequency, International Conference on Artificial Intelligence towards Industry 4.0 (ICAII4.0), Conference Proceedings Book (ISBN: 978-605-68970-3-0), 366-373, Iskenderun / Hatay / Turkey, 14-16 November 2019.
53. E. Sayilgan, Y.K. Yuce, and Y. Isler, Makine Öğrenmesi Kullanılarak EEG Sinyallerinden El Hareketlerinin Sınıflandırılması (Classification of Hand Movements from EEG Signals using Machine Learning), Akıllı Sistemlerde Yenilikler ve Uygulamaları 2019 Konferansı (ASYU-2019), Izmir / Turkey, 31 October-2 November 2019.
52. Y. Isler, L.T. Olcuoglu, and M. Yeniad, Data Security and Privacy Issues of Implantable Medical Devices, International Conference on Artificial Intelligence towards Industry 4.0 (ICAII4.0), Conference Abstracts Book (ISBN: 978-605-68970-0-9), 28, Iskenderun / Hatay / Turkey, 15-17 November 2018, INVITED PAPER.
51. Y. Isler and O.D. Cagatay, Elektrokardiyografi Sinyallerinin Gerçek Zamanlı Kaydı İçin Ardunio Eklentisi Tasarımı (Design of Arduino Shield to Record Real-Time Electrocardiography Signals) , 6th International Symposium on Innovative Technologies in Engineering Science (ISITES-2018), 413-418, Alanya / Antalya / Turkey, 9-11 November 2018. PDF.
50. R. Uzun, Y. Isler, I. Senyer Yapici, O. Ayar, O. Erkaymaz, Dalgacık Tabanlı Temel Bilȩsen Analizi ile Elektroretinogram Sinyallerinde Gürültü Bastırılması (Noise Reduction in Electroretinogram Signals using Wavelet-Based Principle Component Analysis), 2nd International Symposium on Multidisciplinary and Innovative Technologies (ISMSIT-2018), Ankara / Turkey, , 19-21 October 2018.
49. A. Narin, Y. Isler, and M. Ozer, Genetik Algoritma ile Öznitelik Seçiminin PAF Atağı Erken Kestirim Performansına Etkisi (Effect of Feature Selection by Genetic Algorithm on Early Prediction Performance of PAF Attack) , Akıllı Sistemlerde Yenilikler ve Uygulamaları 2018 Konferansı (ASYU-2018), Adana / Turkey, 4-6 October 2018. PDF.
48. R. Uzun, Y. Isler, and M. Toksan, Siğil Tedavi Yöntemlerinin Başarısının Tahmininde Destek Vektör Makineleri Kullanımı (Use of Support Vector Machines to Predict the Success of Wart Treatment Methods) , Akıllı Sistemlerde Yenilikler ve Uygulamaları 2018 Konferansı (ASYU-2018), Adana / Turkey, 4-6 October 2018. PDF.
47. R. Uzun, Y. Isler, and M. Toksan, Naive Bayes ve En Yakın k Komşu Sınıflandırıcıları ile Siğil Tedavi Yöntemi Seçimi (Choose of Wart Treatment Method Using Naive Bayes and k-Nearest Neighbors Classifiers), IEEE 26th Signal Processing and Communications Applications Conference (SIU2018), Izmir / Turkey, 2-5 May 2018. PDF.
46. S. Ciklacandir, E. Sayilgan, and Y. Isler, Lazer ile Medikal Uygulamalarda Yeni Mekanizma Tasarımı (Design of a New Mechanism in Medical Applications With Laser), IEEE 26th Signal Processing and Communications Applications Conference (SIU2018), Izmir / Turkey, 2-5 May 2018. PDF.
45. R. Uzun, Y. Isler, O. Erkaymaz, and Y. Kocadayi, Adaptif Sinirsel Bulanık Çıkarım Sistemi ile Omurga Rahatsızlığının Bilgisayar Destekli Teşhisi (Computer-Assisted Diagnosis of Vertebral Column Diseases by Adaptive Neuro-Fuzzy Inference System), IEEE 26th Signal Processing and Communications Applications Conference (SIU2018), Izmir / Turkey, 2-5 May 2018. PDF.
44. R. Uzun, G.K. Yaman, A. Tekkanat, and Y. Isler, Görme Engellilere Yardımcı Bileklik Tasarımı (Wristband Design to Support Blind People), Tıp Teknolojileri Kongresi 2017 (TIPTEKNO-2017), October 12-14, Trabzon/Turkey, Bildiriler Kitabi, 448-451, 2017.
43. E. Sayilgan and Y. Isler, Medikal Endüstri 4.0 ile Tıbbi Cihaz Sektörü (Medical Devices Sector in Medical Industry 4.0), Tıp Teknolojileri Kongresi 2017 (TIPTEKNO-2017), October 12-14, Trabzon/Turkey, Bildiriler Kitabi, 368-371, 2017.
42. S. Ciklacandir and Y. Isler, Üst Ekstremitenin Eğlence Tabanlı Rehabilitasyonu İçin Sistem Tasarımı (System Design for Entertainment Based Rehabilitation of the Upper Extremity), Tıp Teknolojileri Kongresi 2017 (TIPTEKNO-2017), October 12-14, Trabzon/Turkey, Bildiriler Kitabi, 364-367, 2017.
41. M.A. Dincer, H. Eser, and Y. Isler, Akıllı Sistem Uygulamaları İçin DC Motor Kontrolü Deney Seti Düzeneği Hazırlanması (Implementation of DC Motor Control Experimental Setup Platform for Intelligent System Applications), Akıllı Sistemlerde Yenilikler ve Uygulamaları 2017 Konferansı (ASYU-2017), October 5-7, Alanya-Antalya/Turkey, Bildiri Ozetleri Kitabi (ISBN: 978-608-65137-5-7), 87, 2017.
40. A. Narin, Y. Isler, and M. Ozer, Paroksismal Atriyal Fibrilasyon Atağının Dalgacık Dönüşüm Yöntemleriyle Erken Tahmini (Early Prediction of Paroxysmal Atrial Fibrillation using Wavelet Transform Methods), Akıllı Sistemlerde Yenilikler ve Uygulamaları 2017 Konferansı (ASYU-2017), October 5-7, Alanya-Antalya/Turkey, Bildiri Ozetleri Kitabi (ISBN: 978-608-65137-5-7), 85, 2017.
39. H. Eser, M.A. Dincer, and Y. Isler, Kablosuz Uzaktan Kontrol İçin Platform Geliştirilmesi (Plant Implementation for Wireless Remote Control), Akıllı Sistemlerde Yenilikler ve Uygulamaları 2017 Konferansı (ASYU-2017), October 5-7, Alanya-Antalya/Turkey, Bildiri Ozetleri Kitabi (ISBN: 978-608-65137-5-7), 73, 2017.
38. Y. Isler, Y.H. Usta, Y. Celik, and M. Ghosheh, 3B Yazıcıdan Üretilen 3 Kancalı Miyoelektrik El Protezinin sMEG Sinyalleri ile Kontrol Edilmesi (The Control of 3D Printed 3 Hooked Myoelectric Hand Prosthesis with sMEG Signals), Akıllı Sistemlerde Yenilikler ve Uygulamaları 2017 Konferansı (ASYU-2017), October 5-7, Alanya-Antalya/Turkey, Bildiri Ozetleri Kitabi (ISBN: 978-608-65137-5-7), 46, 2017.
37. E.H. Ozciftci and Y. Isler, Diyabetli Birey İzlem Sistemi (Monitoring System for Patients with Diabetes Mellitus), Akıllı Sistemlerde Yenilikler ve Uygulamaları 2017 Konferansı (ASYU-2017), October 5-7, Alanya-Antalya/Turkey, Bildiri Ozetleri Kitabi (ISBN: 978-608-65137-5-7), 45, 2017.
36. Y. Isler, Çok Fonksiyonlu Protez El Hareketleri İçin Yüzey EMG Sinyali Tabanlı Uzman Sistem Tasarımı (Design of Expert Systems Using Surface EMG Signal for Movements of Multi-Function Prosthetic Hand), Akıllı Sistemlerde Yenilikler ve Uygulamaları 2017 Konferansı (ASYU-2017), October 5-7, Alanya-Antalya/Turkey, Bildiri Ozetleri Kitabi (ISBN: 978-608-65137-5-7), 36, 2017.
35. M. Ghosheh, Y.H. Usta, O. Karaman, and Y. Isler, Development of Innovative Custom Design Bioprinter, Biyomedikal Mühendisliği Ulusal Toplantısı (BİYOMUT2016), Izmir / Turkey, 3-5 November 2016. PDF
34. A. Narin, Y. Isler, and M. Ozer, Paroksismal Atriyal Fibrilasyon Atağının Önceden Kestirimine Ektopik Vuruların Etkisi, Biyomedikal Mühendisliği Ulusal Toplantısı (BİYOMUT2016), Izmir / Turkey, 185-189, 3-5 November 2016.
33. O. Karabiber and Y. Isler, Arduino Lilypad Kullanılarak Elektrodermal Aktivite Kayıt Sisteminin Tasarlanması, Biyomedikal Mühendisliği Ulusal Toplantısı (BİYOMUT2016), Izmir / Turkey, 87-90, 3-5 November 2016.
32. O. Karabiber and Y. Isler, Lineer Regresyon Yöntemi Kullanılarak İnsüline Bağımlı Diyabetik Çocuklarda C-Peptit Konsantrasyonunun Asit Seviyesi ve Yaşa Bağlı Tespiti, Biyomedikal Mühendisliği Ulusal Toplantısı (BİYOMUT2016), Izmir / Turkey, 344-347, 3-5 November 2016.
31. A. Narin, Y. Isler, and M. Ozer, Kalp Hızı Değişkenliği Frekans Alanı Ölçümleri ile Paroksismal Atriyal Fibrilasyon Atağının Önceden Kestirimi, Tıp Teknolojileri Ulusal Kongresi (TIPTEKNO2016), Antalya / Turkey, 26-29, 27-29 October 2016.
30. Y.H. Usta, M. Ghosheh, and Y. Isler, El Protezlerinde Kullanılan Yüzey EMG Elektrotları ile Kuvvet Sensörlerinin Karşılaştırılması, Tıp Teknolojileri Ulusal Kongresi (TIPTEKNO2016), Antalya / Turkey, 429-432, 27-29 October 2016.
29. Y. Isler and Y.O. Uzun, Farklı Kaynaklara Entegre İşitme Testi Cihazı Tasarımı, Tıp Teknolojileri Ulusal Kongresi (TIPTEKNO2016), Antalya / Turkey, 38-41, 27-29 October 2016.
28. O. Karabiber and Y. Isler, Kas Hareketleri ve Cinsiyetin Elektodermal Aktivite Üzerine Etkileri, Tıp Teknolojileri Ulusal Kongresi (TIPTEKNO2016), Antalya / Turkey, 213-216, 27-29 October 2016.
27. Y. Isler and O. Karabiber, Lineer Regresyon Yöntemi İle Hormon Değerlerine Göre Menstrual Döngü Gününün Tespiti, Tıp Teknolojileri Ulusal Kongresi (TIPTEKNO2016), Antalya / Turkey, 409-412, 27-29 October 2016.
26. B. Yıldız, A. Oseku, and Y. Isler, Otomatik Pozisyon ve Balans Kontrolü, Akıllı Sistemlerde Yenilikler ve Uygulamaları Sempozyumu (ASYU2016), Düzce / Turkey, 29 September-01 October 2016.
25. A. Narin, Y. Isler, M. Ozer, and O. Erkaymaz, Konjestif Kalp Yetmezliği Rahatsızlığının Yapay Sinir Ağları ve Bulanık Yapay Sinir Ağları ile Teşhisi, Akıllı Sistemlerde Yenilikler ve Uygulamaları (ASYU2014), Izmir / Turkey, 9-10 October 2014.
24. A. Narin, Y. Isler, and M. Ozer, Konjestif Kalp Yetmezliği Teşhisinde Kullanılan Çapraz Doğrulama Yöntemlerinin Sınıflandırıcı Performanslarının Belirlenmesine Olan Etkilerinin Karşılaştırılması, Akıllı Sistemlerde Yenilikler ve Uygulamaları (ASYU2014), Izmir / Turkey, 9-10 October 2014.
23. A. Narin, Y. Isler, and M. Ozer, Konjestif Kalp Yetmezliğinin Kalp Hızı Değişkenliği Analizi ile Teşhisinde Sınıflandırıcı Başarımlarının Karşılaştırılması (Comparison of Classifier Performances in Diagnosing Congestive Heart Failure Using Heart Rate Variability), IEEE 21th Signal Processing and Communications Applications Conference (SIU2013), Girne / KKTC, 24-26 April 2013. DOI.
22. S. Sahin, C. Guzelis, Y. Isler, and O. Ekren, Değişken Hızlı Soğutma Sistemleri için Gerçek-Zaman Benzetimci Uygulamaları (Applications of Real-Time Simulator for Variable Speed Refrigeration Systems), 7th National Conference on Electrical, Electronics and Computer Engineering (ELECO2012), Bursa / Turkey, 29 November-1 December 2012.
21. Y. Isler and Y.O. Uzun, Yeni Bir Odyometri Cihazı Tasarımı (A New Audiometer Device Desing), 7th National Conference on Electrical, Electronics and Computer Engineering (ELECO2012), Bursa / Turkey, 29 November-1 December 2012.
20. A. Narin and Y. Isler, Konjestif Kalp Yetmezliği Hastalarının Kalp Hızı Verileri Kullanılarak Teşhisi Üzerine Temel Bileşen Analizi Etkisi (Effect of Principal Component Analysis on Diagnosing Congestive Heart Failure Patients using Heart Rate Records), IEEE 20th Signal Processing and Communications Applications Conference (SIU2012), Fethiye / Mugla / Turkey, 18-20 April 2012. DOI.
19. Y. Isler, M. Kuntalp, and G. Gonel, Mikrodenetleyici Tabanlı Hodgkin-Huxley Model Nöron Benzetimi (Microcontroller Based Hondgkin-Huxley Model Neuron Simulation), XV. Biyomedikal Mühendisliği Ulusal Toplantısı BIYOMUT 2009, Izmir / Turkey, 20-22 May 2009. DOI.
18. Y. Isler and M. Kuntalp, EKG İşaretlerinden Elde Edilen Poincare Ölçümleri Kullanılarak Konjestif Kalp Yetmezliği Hastalarınınn Teşhisi (Diagnosis of Congestive Heart Failure Patients using Poincare Measures Derived from ECG Signals), XV. Biyomedikal Mühendisliği Ulusal Toplantısı BIYOMUT 2009, 267-270, Izmir / Tukrkey, 20-22 May 2009. DOI.
17. Y. Isler, S. Ozyurek, O. Cobanoglu, and M. Kuntalp, QRS Tespit Algoritmalarında Kullanılan Süzgeçlerin Kesim Frekanslarının Algoritma Başarımına Etkisi (The Performance Effects of the Cut-Off Frequencies of the Filters Used In QRS Detection Algorithms), XIV.Biyomedikal Mühendisliği Ulusal Toplantısı BIYOMUT 2008, 287-289, Ankara / Turkey, 29-31 May 2008.
16. Y. Isler and M. Kuntalp, Smoothness Priors Eğilim Yoketme Yöntemiyle EKG Taban Çizgisi Gezinmesinin Yokedilmesi (ECG Baseline Wander Elimination using Smoothness Priors based Detrending Method), XIV.Biyomedikal Mühendisliği Ulusal Toplantısı BIYOMUT 2008, 163-165, Ankara / Turkey, 29-31 May 2008.
15. Y. Isler, N. Avcu, A. Kocaoglu, and M. Kuntalp, Kalp Hızı Değişkenliği Analizi Frekans Alanı Ölçümlerinde Kullanılan Yöntemlerin Etkilerinin Araştırılması (Investigating the Effects of the Methods Used in Frequency Domain Measures in Heart Rate Variability Analysis), IEEE 16th Signal Processing and Communications Applications Conference (SIU2008), Didim / Aydin / Turkey, 20-22 April 2008. DOI.
14. M.B. Selek, Y. Isler, and M. Colak, Fotovoltaik Sistemlerin İzlenmesi ve Kontrol Edilmesi İçin Yeni Bir Yazılım (A New Software For Monitoring and Controlling Photovoltaic Systems), Süleyman Demirel Üniversitesi 15. Yıl Mühendislik Mimarlık Sempozyumu, vol. 2, 100-105, Isparta / Turkey, 14-16 November 2007.
13. M.B. Selek, Y. Isler, and M. Colak, Fotovoltaik Sistemler İçin Mikrodenetleyicili Yeni Bir Kontrol Kartı Tasarımı (A New Control Circuit Design Based On Microcontroller For Photovoltaic Systems), Süleyman Demirel Üniversitesi 15. Yıl Mühendislik Mimarlık Sempozyumu, vol. 2, 92-99, Isparta / Turkey, 14-16 November 2007.
12. M.B. Selek, Y. Isler, and M. Colak, Şebekeye Bağlı Bir Fotovoltaik Enerji Sisteminin Benzetimi (Simulation Of Grid-Connected Photovoltaic Energy System), Süleyman Demirel Üniversitesi 15. Yıl Mühendislik Mimarlık Sempozyumu, vol. 2, 114-120, Isparta / Turkey, 14-16 November 2007.
11. Y. Isler and M. Kuntalp, Kalp Hızı Değişkenliği Analizinde Ayrıntılı Dalgacık Entropisi Ölçümlerinin Etkilerinin Araştırılması (Investigating Effects of Wavelet Entropy Detailed Measures in Heart Rate Variability Analysis), IEEE 15th Signal Processing and Communications Applications Conference (SIU2007), Eskisehir / Turkey, 11-13 June 2007. DOI.
10. Y. Isler and M. Kuntalp, Kalp Hızı Değişkenliği Analizinde Yeni Bir Öznitelik Olarak Özbağlanımlı Model Son Kestirim Hatası (Final Prediction Error of Autoregressive Model as a New Feature in the Analysis of Heart Rate Variability), IEEE 15th Signal Processing and Communications Applications Conference (SIU2007), Eskisehir / Turkey, 11-13 June 2007. DOI.
9. Y. Kutlu, Y. Isler, D. Kuntalp, and M. Kuntalp, Çok Katmanlı Ağ Yapıları Kullanılarak Diken Dalgaların Algılanması (Detection of Spikes with Multiple Layer Perceptron Network Structures), IEEE 14th Signal Processing and Communications Applications Conference (SIU2006), 95, Antalya / Turkey, 17-19 April 2006. PDF.
8. Y. Isler and M. Kuntalp, Konjestif Kalp Yetmezliği Teşhisi İçin Kalp Hızı Değişkenliği Analizinde Dalgacık Entropisinin Etkisi (Investigating the Effects of Wavelet Entropy in Heart Rate Variability Analysis for Diagnosing of Congestive Heart Failure), IEEE 14th Signal Processing and Communications Applications Conference (SIU2006), 38, Antalya / Turkey, 17-19 April 2006. DOI.
7. M.U. Torun, Y. Isler, D. Kuntalp, and M. Kuntalp, Dal Bloğu Vuruların Yüksek Mertebeden İzgel Çözümleme ve Yapay Sinir Ağları ile Sınıflandırılması (Classification of Branch Block Beats using Higher Order Spectral Analysis and Neural Networks), IEEE 14th Signal Processing and Communications Applications Conference (SIU2006), 29, Antalya / Turkey, 17-19 April 2006. DOI.
6. Y. Isler, M.A. Selver, and M. Kuntalp, Kalp Hızı Değişkenliği Analizinde Eğilim Yoketmenin Etkileri (Effects of Detrending in Heart Rate Varibility Analysis), II. Mühendislik Bilimleri Genç Araştırmacılar Kongresi MBGAK'2005, 213-219, Istanbul / Turkey, 17-19 October 2005.
5. Y. Isler, M.A. Selver, and M. Kuntalp, Biyomedikal Laboratuarı Kurulumu (Installation of Biomedical Laboratory), XI.Biyomedikal Mühendisliği Ulusal Toplantısı BIYOMUT 2005, 293-295, Istanbul / Turkey, 25-27 May 2005.
4. Y. Isler, N.H. Ekmekci, and M. Ozer, Pasif Dendrit Elektriksel Özelliklerinin Benzetimi İçin Kablo Kuramına Dayalı bir Bilgisayar Yazılımı, X.Biyomedikal Mühendisliği Ulusal Toplantısı BIYOMUT 2004, 128-132, Istanbul / Turkey, 27-29 May 2004.
3. I. Turker, Y. Isler, N.H. Ekmekci, and M. Ozer, Hodgkin-Huxley Nöron Modelinin Benzetimi İçin bir Bilgisayar Yazılımı, X.Biyomedikal Mühendisliği Ulusal Toplantısı BIYOMUT 2004, 124-127, Istanbul / Turkey, 27-29 May 2004.
2. M. Ozer and Y. Isler, Nöronların Tek-Bölmeli Modelinin Simülasyonu İçin bir Bilgisayar Yazılımı, IX.Biyomedikal Mühendisliği Ulusal Toplantısı BIYOMUT 2003, 47-52, Istanbul / Turkey, 28-29 May 2003.
1. M. Ozer and Y. Isler, Nöronların Simülasyonu İçin Yeni Bir Bilgisayar Yazılımı, Mühendislik Bilimleri Genç Araştırmacılar I. Kongresi MBGAK'03 , Cilt I, 133-142, Istanbul, 17-20 February 2003.

Books or Book Chapters

10. M.L. Yola and Y. Isler, Proceeding Book of 5. International Conference on Medical Devices (ICMD’2022), editor, ISBN: xxx, Izmir Katip Celebi University, No. xx, 2022.
9. M.L. Yola and Y. Isler, Abstract Book of 4. International Conference on Medical Devices (ICMD’2021), editor, ISBN: 978-605-81050-9-6, Izmir Katip Celebi University, No. 20, 2021. PDF.
8. E. Sayilgan, Y.K. Yuce, and Y. Isler, Chapter XX: Evaluating steady-state visually evoked potentials-based brain-computer interface system using Wavelet features and various machine learning methods, book chapter in Brain-Computer Interface, edited by V. Asadpour, ISBN: 978-1-83962-529-9, InTech OpenAccess Publisher, 2021. DOI.
7. Y. Isler and Y. Kutlu, Proceedings of 3. International Conference on Artificial Intelligence towards Industry 4.0 (ICAII4.0’2020), editor, ISBN: 978-605-81050-7-2, Izmir Katip Celebi University, No. 18, 2021. PDF.
6. Y. Isler and Y.K. Yuce, Abstract Book of 3. International Conference on Medical Devices (ICMD’2020), editor, ISBN: 978-605-81050-4-1, Izmir Katip Celebi University, No. 15, 2020. PDF.
5. Y. Isler, A. Narin, and M. Ozer, Kalp Hızı Değişkenliği Analizi ile Paroksismal Atriyal Fibrilasyonun Oluşum Zamanı Kestirimi, book chapter in Biyomedikal Mühendisliği ve Uygulamaları, ISBN: 978-605-01-322-9, EMO, 269-291, 2019.
4. Y. Isler and Y.K. Yuce, Akıllı Sistemlerde Yenilikler ve Uygulamaları 2017 Konferansı Bildiri Özetleri Kitabı, editor, ISBN: 978-605-84722-8-0, Izmir Katip Celebi University, No. 9, 2017. PDF.
3. Y. Isler, Akıllı Sistemlerde Yenilikler ve Uygulamaları Sempozyumu Bildiriler Kitabı, editor, ISBN: 978-605-84722-1-1, Izmir Katip Celebi University, No. 2, 2015. PDF.
2. O. Ekren, S. Sahin, and Y. Isler, Chapter 11: Operation of Compressor and Electronic Expansion Valve via Different Controllers, book chapter in Fuzzy Logic - Controls, Concepts, Theories and Applications, edited by E.P. Dadios, ISBN: 978-953-51-0396-7, InTech OpenAccess Publisher, 2012. PDF.
1. S. Sahin, Y. Isler, and C. Guzelis, Chapter 19: A Real Time Simulation Platform for Controller Design, Test and Redesign, book chapter in Real-time Simulation Technologies: Principles, Methodologies, and Applications, ISBN: 978-1439846650, edited by K. Popovici and P.J. Mosterman, CRC Press, 461-499, 2012. BUY.

My Theses

Philosophy of Doctorate, A Detailed Analysis of the Effects of Various Combinations of Heart Rate Variability Indices in Congestive Heart Failure, Department of Electrical and Electronics Engineering, The Graduate School of Natural and Applied Sciences, Dokuz Eylul University, 2009. PDF
Master of Science, Computer Software for Simulating Digital Electronics Experiments, Department of Electronic Communication Engineering, The Graduate School of Natural and Applied Sciences, Suleyman Demirel University, 1996. PDF
Bachelor of Science, PLC Software Package for PCs, Department of Electrical and Electronics Engineering, Engineering Faculty, Anadolu University, 1993.

Supervised Theses

PhD Theses

5. Murside DEGIRMENCI, Investigation of the Effects of Various Time-Frequency Representations on EEG-Based Motor Imaginary Task Classification, Philosophy of Doctorate, Department of Biomedical Technologies, The Graduate School of Natural and Applied Sciences, Izmir Katip Celebi University, 2023, (The co-advisor is Asst. Prof. Dr. Yilmaz Kemal Yuce (ALKU)).
4. Samet CIKLACANDIR, Finite Element Analysis-Based Pre-operative Planning Applications of Tooth, Tibia and Femur Bones, Philosophy of Doctorate, Department of Biomedical Technologies, The Graduate School of Natural and Applied Sciences, Izmir Katip Celebi University, 2023.
3. Murat SURUCU, Prediction of Paroxysmal Atrial Fibrillation Using Normalized Heart Rate Variability, Philosophy of Doctorate, Department of Electrical-Electronic and Computer Engineering, The Institute of Science, Duzce University, 2021, (The principal advisor is Prof. Dr. Resul Kara (DUZCE)).
2. Ebru SAYILGAN, Evaluating Steady-State Visually-Evoked Potentials Using Ensemble Learning Methods, Philosophy of Doctorate, Department of Biomedical Technologies, The Graduate School of Natural and Applied Sciences, Izmir Katip Celebi University, 2020, (The co-advisor is Asst. Prof. Dr. Yilmaz Kemal Yuce (ALKU)).
1. Ali NARIN, Prediction of Onset Time of Paroxysmal Atrial Fibrillation using Heart Rate Variability and Artificial Intelligence Methods, Philosophy of Doctorate, Department of Electrical and Electronics Engineering, The Graduate School of Natural and Applied Sciences, Zonguldak Bulent Ecevit University, 2018, (The principal advisor is Prof. Dr. Mahmut Özer (BEUN)).

MSc Theses

20. Eman Alnaser ALABDULRAHIM, Design of a New Wireless ECG Device That Can Detect Atrial Fibrillation Attacks, Master of Science, Department of Biomedical Engineering, The Graduate School of Natural and Applied Sciences, Izmir Katip Celebi University, 2024, (The co-advisor is Asst. Prof. Dr. Ibrahim Kaya (IKCU)).
19. Furkan EMREM, Developing A Short Message And Clock Information System For Visually Imparied Persons By Considering Privacy Issues, Master of Science, Department of Biomedical Technologies, The Graduate School of Natural and Applied Sciences, Izmir Katip Celebi University, 2024, (The co-advisor is Asst. Prof. Dr. Ibrahim Kaya (IKCU)).
18. Ulku SEN, pyNeuroSim: Another Python-Based Neuron Simulator, Master of Science, Department of Biomedical Engineering, The Graduate School of Natural and Applied Sciences, Izmir Katip Celebi University, 2024.
17. Onuralp ARSLAN, Design of a Personal Trainer Device with Mobile Application Support, Master of Science, Department of Biomedical Engineering, The Graduate School of Natural and Applied Sciences, Izmir Katip Celebi University, 2024, (The co-advisor is Asst. Prof. Dr. Ebru Sayilgan (IEU)).
16. Arda SARPAY, Design of a Tele-Physiotherapy Device to Remedy Elbow Joint, Master of Science, Department of Biomedical Engineering, The Graduate School of Natural and Applied Sciences, Izmir Katip Celebi University, 2024, (The co-advisor is Asst. Prof. Dr. Ebru Sayilgan (IEU)).
15. Busra YASAR, The Design, Manufacturing and Applications of a Novel LED-Based Phototherapy Device, Master of Science, Department of Biomedical Engineering, The Graduate School of Natural and Applied Sciences, Izmir Katip Celebi University, 2022, (The principal advisor is Assist. Prof. Dr. Nermin TOPALOGLU AVSAR (IKCU)).
14. Emre CANCIOGLU, Poincare Plot-Based Fault Detection on Tennessee Eastman Process Using Various Machine Learning Algorithms, Master of Science, Department of Electrical and Electronics Engineering, The Graduate School of Natural and Applied Sciences, Izmir Katip Celebi University, 2022, (The principal advisor is Assoc. Prof. Dr. Savas Sahin (IKCU)).
13. Saadet Sena EGELI, Determining the Relation Between the Count Number and X-Ray Energy Levels in Pyroelectric Materials (Piroelektrik Malzemelerde Döngü Sayısı ile X Işını Enerji Seviyesi Arasındaki İlişkinin Belirlenmesi), Master of Science, Department of Biomedical Engineering, The Graduate School of Natural and Applied Sciences, Izmir Katip Celebi University, 2021.
12. Gizem Kubra YAMAN, Classification of Six Different Hand Movements from Electromyography Signals Using Artificial Intelligence Methods, Master of Science, Department of Electrical and Electronics Engineering, The Graduate School of Natural and Applied Sciences, Zonguldak Bulent Ecevit University, 2020, (The principal advisor is Asst. Prof. Dr. Rukiye Uzun Arslan (BEUN)).
11. Amanullah ZAMANI, Investigation of Time-dependent Behavior of Reinforced Concrete Buildings, Master of Science, Department of Civil Engineering, The Graduate School of Natural and Applied Sciences, Izmir Katip Celebi University, 2020 (The principal advisor is Asst. Prof. Dr. Mutlu Secer (IKCU)).
10. Onur Doganay CAGATAY, Design of Ardunio Shield to Record Real-Time Electrocardiography Signals, Master of Science, Department of Biomedical Technologies, The Graduate School of Natural and Applied Sciences, Izmir Katip Celebi University, 2019.
9. Jamala AFANDI, EOG-Controlled Omni-Directional Wheelchair , Master of Science, Department of Biomedical Technologies, The Graduate School of Natural and Applied Sciences, Izmir Katip Celebi University, 2019.
8. Mualla TOKSAN SAKARYA, Use of Multi-Layer Artificial Neural Networks for Deciding Wart Treatment Method, Master of Science, Department of Electrical and Electronics Engineering, The Graduate School of Natural and Applied Sciences, Zonguldak Bulent Ecevit University, 2019 (The principal advisor is Asst. Prof. Dr. Rukiye Uzun (BEUN)).
7. Samet CIKLACANDIR, Biomechanics of Acetabular Fractures with Low Energy Trauma via Finite Element Modeling and Analysis , Master of Science, Department of Biomedical Technologies, The Graduate School of Natural and Applied Sciences, Izmir Katip Celebi University, 2019 (The co-advisor is Asst. Prof. Dr. Senay Mihcin (IKCU)).
6. Mehmet Hakan SELEK, Incubator Monitoring System for Newborn Infants using Raspberry PI, Master of Science, Department of Computer Engineering, The Graduate School of Natural and Applied Sciences, Izmir Katip Celebi University, 2018.
5. Hafsa Elif OZCIFTCI, Design of Web-Based Monitoring System for Diabetics, Master of Science, Department of Computer Engineering, The Graduate School of Natural and Applied Sciences, Izmir Katip Celebi University, 2018.
4. Alpman MANALP, Designing an Alternative Computer X-ray Imaging Device Using Components from Consumer Electronics , Master of Science, Department of Biomedical Technologies, The Graduate School of Natural and Applied Sciences, Izmir Katip Celebi University, 2017.
3. Yigit Omer UZUN, Audiometer Device Design with Integration of Different Sources, Master of Science, Department of Biomedical Technologies, The Graduate School of Natural and Applied Sciences, Izmir Katip Celebi University, 2016.
2. Ali NARIN, Diagnosing the Patients with Congestive Heart Failure using Multi-Stage Classifier Techniques, Master of Science, Department of Electrical and Electronics Engineering, The Graduate School of Natural and Applied Sciences, Zonguldak Bulent Ecevit University, 2013 (The principal advisor is Prof. Dr. Mahmut Özer (BEUN)).
1. Ugur OZTURK, Decreasing the Elapsed Time of Nearest Neighbor Classifier in Diagnosing the Patients with Congestive Heart Failure using Data Reduction Techniques , Master of Science, Department of Electrical and Electronics Engineering, The Graduate School of Natural and Applied Sciences, Zonguldak Bulent Ecevit University, 2012.

Ongoing Theses

PhD Theses

8. Bartu YESILKAYA, Use of Manifold Learning Methods and Principal Component Analysis in Various Physiological Signals, Philosophy of Doctorate, Department of Biomedical Technologies, The Graduate School of Natural and Applied Sciences, Izmir Katip Celebi University, 2024.
7. Soner SEZGIN, 3D LIDAR Based Fall Detection System, Philosophy of Doctorate, Department of Biomedical Technologies, The Graduate School of Natural and Applied Sciences, Izmir Katip Celebi University, 2024.
6. Safa SADAGHIYANFAM, Performance Analysis of Machine Learning for Predicting Ionic Liquid Toxicity, Philosophy of Doctorate, Department of Biomedical Technologies, The Graduate School of Natural and Applied Sciences, Izmir Katip Celebi University, 2025, (The co-advisor is Prof. Dr. Hiqmet Kamberaj (IBU, North Macedonia)).
5. Mustafa Yasir OZDEMIR, Application of Machine Learning Methods in the Objective Evaluation of Developmental/Epileptic Encephalopathy with Spike-and-Wave Activation in Sleep Patterns, Philosophy of Doctorate, Department of Biomedical Engineering, The Graduate School of Natural and Applied Sciences, Izmir Katip Celebi University, started by 2021.
4. Esra Meltem KOC, Breast Cancer Staging Based On Deep Learning Algorithms, Philosophy of Doctorate, Department of Biomedical Technologies, The Graduate School of Natural and Applied Sciences, Izmir Katip Celebi University, started by 2023.
3. Mazlum UNAY, Investigation of the classifier performance effect of classical image enhancement techniques on deep learning based diagnosis, Philosophy of Doctorate, Department of Biomedical Engineering, The Graduate School of Natural and Applied Sciences, Izmir Katip Celebi University, started by 2022.
2. Onuralp ARSLAN, NOT DETERMINED YET, Philosophy of Doctorate, Department of Biomedical Technologies, The Graduate School of Natural and Applied Sciences, Izmir Katip Celebi University, started by 2024, (The co-advisor is Asst. Prof. Dr. Ebru Sayilgan (IEU)).
1. Arda SARPAY, NOT DETERMINED YET, Philosophy of Doctorate, Department of Biomedical Technologies, The Graduate School of Natural and Applied Sciences, Izmir Katip Celebi University, started by 2024, (The co-advisor is Asst. Prof. Dr. Ebru Sayilgan (IEU)).

MSc Theses

1. Yagmur ATAK, NOT DETERMINED YET, Master of Science, Department of Biomedical Engineering, The Graduate School of Natural and Applied Sciences, Izmir Katip Celebi University, started by 2024.