Bölümümüz Akademik Personeli tarafından son üç yıl içerisinde yayınlanmış olan makaleler aşağıda sunulmuştur.

2022

Bekiroglu and M. D. Yazar, "Improving Fault Ride Through Capability of DFIG with Fuzzy Logic Controlled Crowbar Protection," 2022 11th International Conference on Renewable Energy Research and Application (ICRERA), 2022, pp. 374-378, doi: 10.1109/ICRERA55966.2022.9922804.

Bekiroglu and M. D. Yazar, "MPPT Control of Grid Connected DFIG at Variable Wind Speed" 2022 Energies, 2022, vol.15, pp. 1-19, doi: https://doi.org/10.3390/en15093146

Bekiroglu and S. Esmer, "Design and double-stage optimization of synchronous reluctance motor for electric vehicles" Electrical Engineering, 2022, vol.15, pp. 1-13, doi: https://doi.org/10.3390/en15093146

Bayrak, A., & Bekiroglu, E. (2022). Bionic hand: A brief review. Journal of Bionic Memory, 2(1), 37–43. Retrieved from http://jbionicmemory.com/index.php/jbm/article/view/25

Bekiroglu, E. and Dalkın A. (2022). Comparison of Trapezoidal and Sinusoidal PWM Techniques for Speed and Position Control of PMSM, pp:1-7 DOI: 10.15598/aeee.v18i4.3842

Nasrullah Khan, Zongmin Ma, Aman Ullah, Kemal Polat, Categorization of knowledge graph based recommendation methods and benchmark datasets from the perspectives of application scenarios: A comprehensive survey, Expert Systems with Applications, Volume 206, 2022, 117737, ISSN 0957-4174, https://doi.org/10.1016/j.eswa.2022.117737.

Cuiting Xu, Chunchuan Yan, Mingzhe Jiang, Fayadh Alenezi, Adi Alhudhaif, Norah Alnaim, Kemal Polat, Wanqing Wu, A novel facial emotion recognition method for stress inference of facial nerve paralysis patients, Expert Systems with Applications, Volume 197, 2022, 116705, ISSN 0957-4174, https://doi.org/10.1016/j.eswa.2022.116705.

Xu Lu, Kezhou Chen, Jun Liu, Rongjun Chen, Wanqing Wu, Kemal Polat, Adi Alhudhaif, Fayadh Alenezi, Sara A. Althubiti, ASHEED: Attention-shifting mechanism for depolarization of cluster head energy consumption in the smart sensing system, Expert Systems with Applications, Volume 203, 2022, 117524, ISSN 0957-4174, https://doi.org/10.1016/j.eswa.2022.117524.

Fayadh Alenezi, Şaban Öztürk, Ammar Armghan, Kemal Polat, An effective hashing method using W-Shaped contrastive loss for imbalanced datasets, Expert Systems with Applications, Volume 204, 2022, 117612, ISSN 0957-4174, https://doi.org/10.1016/j.eswa.2022.117612.

Shamik Tiwari, Lalit Kane, Deepika Koundal, Anurag Jain, Adi Alhudhaif, Kemal Polat, Atef Zaguia, Fayadh Alenezi, Sara A. Althubiti, SPOSDS: A smart Polycystic Ovary Syndrome diagnostic system using machine learning, Expert Systems with Applications, Volume 203, 2022, 117592, ISSN 0957-4174, https://doi.org/10.1016/j.eswa.2022.117592.

Raman Dugyala, N Reddy, V Uma Maheswari, Gouse Baig Mohammad, Fayadh Alenezi, Kemal Polat, Analysis of Malware Detection and Signature Generation Using a Novel Hybrid Approach, Mathematical Problems in Engineering, Volume 2022, 2022.

SA David, C Mahesh, VD Kumar, Kemal Polat, A Alhudhaif, M Nour, Retinal Blood Vessels and Optic Disc Segmentation Using U-Net, Mathematical Problems in Engineering, Volume 2022, 2022.

Kavitha, R Gayathri, Kemal Polat, Adi Alhudhaif, Fayadh Alenezi, Performance Evaluation of Deep e-CNN with Integrated Spatial-Spectral Features in Hyperspectral Image Classification, Measurement, 2022, 110760, https://doi.org/10.1016/j.measurement.2022.110760.

Majid Nour, Nihat Daldal, Mehmet Fatih Kahraman, Hatem Sindi, Adi Alhudhaif, Kemal Polat,  A Novel Tilt and Acceleration Measurement System Based on Hall-Effect Sensors Using Neural Networks, Mathematical Problems in Engineering, 2022. (https://doi.org/10.1155/2022/7000486)

Majid Nour, Nihat Daldal, Mehmet Fatih Kahraman, Hatem Sindi, Adi Alhudhaif, and Kemal Polat, A Novel Tilt and Acceleration Measurement System Based on Hall-Effect Sensors Using Neural Networks, Mathematical Problems in Engineering, Volume 2022, Article ID 7000486, 13 pages, https://doi.org/10.1155/2022/7000486

Saima Majid, Fayadh Alenezi, Sarfaraz Masood, Musheer Ahmad, Emine Selda Gündüz, Kemal Polat, Attention based CNN model for fire detection and localization in real-world images, Expert Systems with Applications, Volume 189, 2022, 116114, ISSN 0957-4174, https://doi.org/10.1016/j.eswa.2021.116114

Ismail Shahin, Noor Hindawi, Ali Bou Nassif, Adi Alhudhaif, Kemal Polat, Novel dual-channel long short-term memory compressed capsule networks for emotion recognition, Expert Systems with Applications, Volume 188, 2022, 116080, ISSN 0957-4174, https://doi.org/10.1016/j.eswa.2021.116080.

Ali Bou Nassif, Ismail Shahin, Ashraf Elnagar, Divya Velayudhan, Adi Alhudhaif, Kemal Polat, Emotional speaker identification using a novel capsule nets model, Expert Systems with Applications, Volume 193, 2022, 116469, ISSN 0957-4174, https://doi.org/10.1016/j.eswa.2021.116469.

Nour, N. Daldal, M. F. Kahraman, H. Sindi, A. Alhudhaif, and K. Polat, “A novel tilt and acceleration measurement system based on Hall-effect sensors using neural networks,” Mathematical Problems in Engineering, vol. 2022, Article ID 7000486, 13 pages, 2022.

Inanir, F., Erciyas, A. & Terzioğlu, R. Design and AC Loss Analyze of a 10 MW-Rated HTS Wind Turbine Generator. J Supercond Nov Magn 35, 3189–3206 (2022). https://doi.org/10.1007/s10948-022-06404-4

Orhan, E., Kara, E., Kaya, Ş., Doğan, M. U., Terzioğlu, R., Yildirim, G., & Terzioğlu, C. (2022). Refinement of some basic features of Zr surface-layered Bi-2223 superconductor with diffusion annealing temperature. Journal of Materials Science: Materials in Electronics, 1-17.

Kara E. , Doğan M. U. , Kaya Ş. , Terzioğlu R. , Yıldırım G. , Terzioğlu C. Bi-2223 Süperiletken Seramiklerde Peletizasyon Basıncının Yapısal, Elektriksel ve Mekanik Özellikler Üzerine Etkisi. DUBİTED. 2022; 10(4): 2107-2119.

Yarar H. , Fidan M. , Karahan Yılmaz S. , Eskici G. , Saraç O. E. Sporcularda Kaslı Olma Dürtüsü ve Besinsel Ergojenik Destek Ürünleri Kullanımının Değerlendirilmesi. JSSR. 2022; 7(1): 162-173.

Tangel, A., Yurekli, L.B. & Aytar, O. A TIQ based 6-bit 8 Gs/s time interleaved ADC design. Analog Integr Circ Sig Process 113, 211–221 (2022). https://doi.org/10.1007/s10470-022-02083-2

S. Coşğun, E. Bilgin and M. Çayören, "Quasi-Newton-Based Inversion Method for Determining Complex Dielectric Permittivity of 3-D Inhomogeneous Objects," in IEEE Transactions on Antennas and Propagation, vol. 70, no. 6, pp. 4810-4817, June 2022, doi: 10.1109/TAP.2022.3140527.

2021

ŞABAN ÖZTÜRK, ADI ALHUDHAIF, KEMAL POLAT, Attention-based end-to-end CNN framework for content-based X-ray image retrieval, Turk J Elec Eng & Comp Sci, (2021) 29: 2680 – 269, doi:10.3906/elk-2105-242.

Nour, M., Öztürk, Ş. & Polat, K. A novel classification framework using multiple bandwidth method with optimized CNN for brain–computer interfaces with EEG-fNIRS signals. Neural Comput & Applic 33, 15815–15829 (2021). https://doi.org/10.1007/s00521-021-06202-4

Onur Karaman, Adi Alhudhaif, Kemal Polat, Development of smart camera systems based on artificial intelligence network for social distance detection to fight against COVID-19, Applied Soft Computing, Volume 110, 2021, 107610, ISSN 1568-4946, https://doi.org/10.1016/j.asoc.2021.107610.

Rachna Mehta, Karan Aggarwal, Deepika Koundal, Adi Alhudhaif, Kemal Polat, Markov features based DTCWS algorithm for online image forgery detection using ensemble classifier in the pandemic, Expert Systems with Applications, 185, 2021, 115630, ISSN 0957-4174, https://doi.org/10.1016/j.eswa.2021.115630.

Adi Alhudhaif, Kemal Polat, and et al. Automated Covid-19 Detection in Chest X-ray Images using Fine-Tuned Deep Learning Architectures, Expert Systems, Article in Press, 2021 (Special issue)

Hatem Sindi, Majid Nour, Muhyaddin Rawa, Şaban Öztürk, Kemal Polat, A novel hybrid deep learning approach including combination of 1D power signals and 2D signal images for power quality disturbance classification, Expert Systems with Applications, Volume 174, 2021, 114785, ISSN 0957-4174, https://doi.org/10.1016/j.eswa.2021.114785.

Akın Özdemir, Kemal Polat, Adi Alhudhaif, Classification of imbalanced hyperspectral images using SMOTE-based deep learning methods, Expert Systems with Applications, Volume 178, 2021, 114986, ISSN 0957-4174, https://doi.org/10.1016/j.eswa.2021.114986.

Onur Karaman, Hakan Çakın, Adi Alhudhaif, Kemal Polat, Robust automated Parkinson disease detection based on voice signals with transfer learning, Expert Systems with Applications, Volume 178, 2021, 115013, ISSN 0957-4174, https://doi.org/10.1016/j.eswa.2021.115013.

Hatem Sindi, Majid Nour, Muhyaddin Rawa, Şaban Öztürk, Kemal Polat, An adaptive deep learning framework to classify unknown composite power quality event using known single power quality events, Expert Systems with Applications, Volume 178, 2021, 115023, ISSN 0957-4174, https://doi.org/10.1016/j.eswa.2021.115023

Adi Alhudhaif, Kemal Polat, Onur Karaman,  Determination of COVID-19 pneumonia based on generalized convolutional neural network model from chest X-ray images, Expert Systems with Applications, Volume 180, 2021, 115141, ISSN 0957-4174, https://doi.org/10.1016/j.eswa.2021.115141

Sachin Taran, Varun Bajaj, G.R. Sinha, Kemal Polat, Detection of sleep apnea events using electroencephalogram signals, Applied Acoustics, Volume 181, 2021, 108137, ISSN 0003-682X, https://doi.org/10.1016/j.apacoust.2021.108137

Hariharan Muthusamy, Sindhu Ravindran, Sazali Yaacob, Kemal Polat, An Improved Elephant Herding Optimization using Sine-Cosine Mechanism and Opposition based Learning for Global Optimization Problems, Expert Systems with Applications, 2021, 114607, https://doi.org/10.1016/j.eswa.2021.114607.

Laxmikant Tiwari, Rohit Raja, Vineet Awasthi, Rohit Miri, G.R. Sinha, Monagi H. Alkinani, Kemal Polat, Detection of lung nodule and cancer using novel Mask-3 FCM and TWEDLNN algorithms, Measurement, Volume 172, 2021, 108882, https://doi.org/10.1016/j.measurement.2020.108882.

Hatem Sindi, Majid Nour, Muhyaddin Rawa, Şaban Öztürk, Kemal Polat, Random fully connected layered 1D CNN for solving the Z-bus loss allocation problem, Measurement, Volume 171, 2021, 108794,  https://doi.org/10.1016/j.measurement.2020.108794.

Fidan M, Bayrak A, Karli U. A novel adaptable isometric strength analysis and exercise development system design. Proceedings of the Institution of Mechanical Engineers, Part H: Journal of Engineering in Medicine. 2021;235(8):913-926. doi:10.1177/09544119211015562

Mithat Önder, Alper Bayrak, Serkan Aksoy, RISE-Based backstepping control design for an electro hydraulic arm system with parametric uncertainties, International Journal of Control, Article in Press, 2021, ISSN 0020-7179, https://doi.org/10.1080/00207179.2021.1939164.

Mithat Önder, Alper Bayrak, Serkan Aksoy, Lyapunov based observer design for electrohydraulic arm system, Düzce University Journal of Science & Technology, Article in Press, 2021, eISSN 2148-2446

Uçar, M. , Uçar, Z, Köksal F, & Daldal, N. (2021). Estimation of body fat percentage using hybrid machine learning algorithms. Measurement, 167, 1-13. DOI:https://doi.org/10.1016/j.measurement.2020.108173

F Inanir, R. Terzioglu, AC loss evaluation of a superconducting pancake coil with coated conductors using an extended AV formulation, Physica C (Amsterdam, Neth.) 587 (2021), 1353910.

Terzioglu, R. Evaluation of magnetotransport properties of Au added YBCO ceramics: Combination of experimental and advanced theoretical approaches. J. Mater. Sci. Mater. Electron. 2021, 32, 4737–4748

Terzioğlu R. , Gürbüz Y. , Deniz A. Rezistif Süperiletken Arıza Akım Sınırlayıcılarının MATLAB/SIMULINK’te Modellenmesi. EJOSAT. 2021; (23): 173-180.

Yasin Talay, Oktay Aytar 40 GS/s 5 bit Time Interleaved Analog to Digital Converter in 0.18 µm SiGe BiCMOS Process. J. Commun. Technol. Electron. 66 (Suppl 2), S201–S212 (2021). https://doi.org/10.1134/S1064226921140199

2020

O.Üstün, E. Bekiroğlu and M.Önder (2020). Design of highly effective multilayer feedforward neural network by using genetic algorithm, vol: 37(4), pp:1-19, https://doi.org/10.1111/exsy.12532

Bekiroğlu, E. & Yıldız, H. (2020). Experimental Analysis of Energy Quality at Campus Network-Case Study: Bolu Abant Izzet Baysal University (Engineering Building) . Düzce Üniversitesi Bilim ve Teknoloji Dergisi , 8 (2) , 1307-1318 . DOI: 10.29130/dubited.648204

Majid Nour, Hatem Sindi, Ehab Abozinadah, Şaban Öztürk, Kemal Polat, A healthcare evaluation system based on automated weighted indicators with cross-indicators based learning approach in terms of energy management and cybersecurity, International Journal of Medical Informatics, Volume 144, 2020, 104300,  https://doi.org/10.1016/j.ijmedinf.2020.104300.

Majid Nour, Zafer Cömert, Kemal Polat, A Novel Medical Diagnosis model for COVID-19 infection detection based on Deep Features and Bayesian Optimization, Applied Soft Computing, Volume 97, Part A, 2020, 106580, https://doi.org/10.1016/j.asoc.2020.106580.

Kemal Polat, Majid Nour, Epileptic Seizure Detection Based on New Hybrid Models with Electroencephalogram Signals, IRBM, 41(6), 331-353, 2020.

Wafaa Alsaggaf, Zafer Comert, Majid Nour, Kemal Polat, Hani Brdesee, Mesut Toğaçar, Predicting fetal hypoxia using common spatial pattern and machine learning from cardiotocography signals, Applied Acoustics, 168, 2020.

Enas Khairullah, Murat Arican, Kemal Polat, Brain-computer interface speller system design from electroencephalogram signals with channel selection algorithms, Medical Hypotheses, 141, 2020, 109690

MK Uçar, M Nour, H Sindi, K Polat, The Effect of Training and Testing Process on Machine Learning in Biomedical Datasets, Mathematical Problems in Engineering, 2020S. Ashour, M. K. A. Nour, K. Polat, Y. Guo, W. Alsaggaf and A. El-Attar, "A Novel Framework of Two Successive Feature Selection Levels Using Weight-Based Procedure for Voice-Loss Detection in Parkinson’s Disease," in IEEE Access, vol. 8, pp. 76193-76203, 2020, doi: 10.1109/ACCESS.2020.2989032.

N Daldal, M Nour, K Polat, The Methods toward Improving Communication Performance in Transparent Radio Frequency Signals, Mathematical Problems in Engineering, 2020

Ahmed S. Alghamdi, Kemal Polat, Abdullah Alghoson, Abdulrahman A. Alshdadi, Ahmed A. Abd El-Latif, A Novel Blood Pressure Estimation method based on the classification of oscillometric waveforms using machine-learning methods, Applied Acoustics, 2020, 164, July 2020, 107279

Ahmed S. Alghamdi, Kemal Polat, Abdullah Alghoson, Abdulrahman A. Alshdadi, Ahmed A. Abd El-Latif, Gaussian process regression (GPR) Based Non-Invasive Continuous Blood Pressure Prediction method from Cuff Oscillometric signals, Applied Acoustics, 2020, 164, July 2020, 107256.

Nihat Daldal, Majid Nour, Kemal Polat, A novel demodulation structure for quadrate modulation signals using the segmentary neural network modelling, Applied Acoustics, Volume 164, 2020, 107251.

Ahmet Hayrettin Yüzer, Harun Sümbül, Majid Nour, Kemal Polat, A different sleep apnea classification system with neural network based on the acceleration signals, Applied Acoustics, Volume 163, 2020, 107225.

Ahmed A. Abd El-Latif, Bassem Abd-El-Atty, Sherif Elseuofi, Hany S. Khalifa, Ahmed S. Alghamdi, Kemal Polat, Mohamed Amin, Secret images transfer in cloud system based on investigating quantum walks in steganography approaches, Physica A: Statistical Mechanics and its Applications, Volume 541, 2020, 123687

Nihat Daldal, Zafer Cömert, Kemal Polat, Automatic determination of digital modulation types with different noises using Convolutional Neural Network based on time–frequency information, Applied Soft Computing, Volume 86, 2020, 105834

Majid Nour, Kemal Polat, Automatic Classification of Hypertension Type based on personal features by machine learning algorithms, Volume 2020, 2020, 1-13.

Ahmed Refaat Hawas, Yanhui Guo, Chunlai Du, Kemal Polat, Amira S. Ashour, OCE-NGC: A neutrosophic graph cut algorithm using optimized clustering estimation algorithm for dermoscopic skin lesion segmentation, Applied Soft Computing, Volume 86, 2020, 105931

Deniz, M. , Tatlıcıoğlu, E. & Bayrak, A. (2020). MODEL-FREE OUTPUT FEEDBACK CONTROLLER DESIGN FOR TWIN ROTOR SYSTEMS . Mugla Journal of Science and Technology , 6 (1) , 89-94 . DOI: 10.22531/muglajsci.652372

Daldal, M. Nour, and K. Polat, “A novel demodulation structure for quadrate modulation signals using the segmentary neural network modelling,” Applied Acoustics, vol. 164, p. 107251, 2020.

Daldal, A. Sengur, K. Polat, and Z. Comert, “A novel demodulation system for base band digital modulation signals based on the deep long short-term memory model,” Applied Acoustics, vol. 166, Article ID 107346, 2020

Daldal, Z. Comert, and K. Polat, “Automatic determination ¨ of digital modulation types with different noises using Convolutional Neural Network based on time-frequency information,” Applied Soft Computing, vol. 86, Article ID 105834, 2020

Daldal, “A novel demodulation method for quadrate type modulations using a hybrid signal processing method,” Physica A: Statistical Mechanics and Its Applications, vol. 540, p. 122836, 2020.

Daldal, M. Nour, and K. Polat, “The Methods toward Improving Communication Performance in Transparent Radio Frequency Signals,” Mathematical Problems in Engineering, pp. 1-8, 2020. https://doi.org/10.1155/2020/7175864

Daldal, Z. Cömert, and K. Polat, ‘‘Automatic determination of digital modulation types with different noises using convolutional neural network based on time–frequency information,’’ Appl. Soft Comput., vol. 86, Jan. 2020, Art. no. 105834, doi: 10.1016/j.asoc.2019.105834

Sezer, Ö. , Daldal, N. & Yücedağ, İ. (2020). Realization of Microprocessor Based Visible Light Communication . Scientific Journal of Mehmet Akif Ersoy University , 3 (3) , 95-102 . Retrieved from https://dergipark.org.tr/en/pub/sjmakeu/issue/59245/811665

Sezer Ö. , Daldal N. , Yücedağ İ. Toplu Konutlarda Reaktif Güç Kompanzasyonunun Uygulanabilirliğinin Analizi. DÜBİTED. 2020; 8(1): 702-710.

Asikuzun, E., Ozturk, O., Terzioglu, R. et al. Effect of doping on microstructure and optical properties of ternary structure of Zn1−x−yBxCyO (B=Cu, C=Co) nano thin films. J Mater Sci: Mater Electron 31, 22351–22364 (2020). https://doi.org/10.1007/s10854-020-04736-2

Terzioglu R. The Fracture Toughness and Brittleness of Au doped YBCO Superconductors. DUBİTED. 2020; 8(2): 1562-1570.

Oguz Ustun, Mithat Önder, An improved torque sharing function to minimize torque ripple and increase average torque for switched reluctance motor drives, Electric Power Component and Systems, Volume 48, 2020, ISSN 1532-5008, https://doi.org/10.1080/15325008.2020.1797939.

Aytar O. Ortak Gate Fark Yükselteç Tabanlı CMOS İnverter Devresinin Auto-Zero Karşılaştırıcı Performansının İncelenmesi. JSTER. 2020; 1(2): 25-32.

İlkin, S. , Aytar, O. , Gençtürk, T. H. & Şahin, S. (2020). Dermoskopik Görüntülerde Lezyon Bölütleme İşlemlerinde K-ortalama Kümeleme Algoritmasının Kullanımı . Gazi University Journal of Science Part C: Design and Technology , 8 (1), 182-191 . DOI: 10.29109/gujsc.625378

Cosgun, S.; Bilgin, E.; Çayören, M. Microwave imaging of breast cancer with factorization method: SPIONs as contrast agent. Med. Phys. 2020, 47, 3113–3122