Publications

Journal Publications:

International (SCI and SCI-E):

  1. Özince, N., Mengüç, E.C., Emlek, A., Sparsity-Aware Complex-Valued Least Mean Kurtosis Algorithms, Signal Processing,(Major Revision), 2024.
  2. Eren, Y., Çolak Güvenç, B., and  Mengüç, E.C., Cost-Effective Acoustic Feedback Cancellers for Digital Hearing Aids, IEEE/ACM Transactions on Audio, Speech, and Language Processing, 32, 2367-2377,2024. (SCI-E, Q1)
  3. Çolak Güvenç, B., and Mengüç, E.C., A Family of Online Censoring Based Complex-Valued Least Mean Kurtosis Algorithms, Signal Processing, 216, 109302, 2024. (SCI-E, Q2)
  4. Eren, Y., Çolak Güvenç, B., and  Mengüç, E.C., An acoustic feedback canceller based on probe noise and informative data for hearing aids, Signal, Image and Video Processing, 18, 703-714, 2024. (SCI-E, Q3)
  5. Mengüç, E.C., Acır, N., and Mandic D. P., A Class of Online Censoring Based Quaternion-Valued Least Mean Square Algorithms, IEEE Signal Processing Letters, 30, 244-248, 2023. (SCI-E, Q2)
  6. Çolak Güvenç, B., and Mengüç, E.C., An Adaptive Convex Combination of CLMK and ACLMK Algorithms For Processing Complex-Valued Signals, Signal Processing, 205, 108871, 2023. (SCI-E, Q1)
  7. Qing, Z., Ni, J., Li, Z., Mengüç, E.C., Chen, J., and Mandic, D.P., Performance Analysis of the Augmented Complex-Valued Least Mean Kurtosis Algorithm, Signal Processing, 203, 108792, 2023. (SCI-E, Q1)
  8. Sarp, A.O., Mengüç, E.C., Peker M., and Çolak Güvenç, B., Data-Adaptive Censoring for Short-Term Wind Speed Predictors Based on MLP, RNN, and SVM, IEEE Systems Journal, 16,3, pp. 3625-3634, 2022. (SCI-E, Q1)
  9. Mengüç, E.C., Xing M., and Mandic, D.P., Online Censoring Based Complex-Valued Adaptive Filters, Signal Processing, 200, 108638, 2022. (SCI-E, Q1)
  10. Mengüç, E.C., Çınar, S., Xiang, M., and Mandic, D.P., Online Censoring Based Weighted Fourier Linear Combiner for Estimation of Pathological Tremor Measurements, IEEE Signal Processing Letters, 28, 1460-1464, 2021. (SCI-E, Q2)
  11. Mengüç, E.C., Adaptive Fourier linear combiner based on modified least mean Kurtosis algorithm for the processing of sinusoidal signals, Transactions of the Institute of Measurement and Control, 43, 5, pp. 1039-1047, 2021. (SCI-E, Q3)
  12. Teymen, A. and Mengüç, E.C., Comparative Evaluation of Different Statistical Tools for the Prediction of Uniaxial Compressive Strength of Rocks, International Journal of Mining Science and Technology, 20, 6, pp. 785-797, 2020. (SCI-E, Q1)
  13. Mengüç, E.C., Acır, N., and Mandic D. P., Widely-Linear Quaternion-Valued Least-Mean Kurtosis Algorithm, IEEE Transactions on Signal Processing, 68, pp. 5914 – 5922, 2020. (SCI, Q1)
  14. Mengüç, E.C., Novel error variance estimation rule for nonparametric VSS-NLMS algorithm, Signal, Image and Video Processing, 14, 7, pp. 1421-1429, 2020. (SCI-E, Q3)
  15. Mengüç, E.C., Design of Quaternion-Valued Second-Order Volterra Adaptive Filters for Nonlinear 3-D and 4-D Signals, Signal Processing, 174, 107619, 2020. (SCI-E, Q1)
  16. Zerdali, E., and Mengüç, E.C., Novel complex-valued stator current-based MRAS estimators using different adaptation mechanisms, IEEE Transactions on Instrumentation and Measurement, 68, 10, pp. 3793-3795, 2019. (SCI, Q1)
  17. Mengüç, E.C. and Acır, N., Kurtosis-based CRTRL Algorithms for Fully Connected Recurrent Neural Networks, IEEE Transactions on Neural Networks and Learning Systems, 29, 12, pp. 6123-6131, 2018. (SCI, Q1)
  18. Mengüç, E.C.,  Novel quaternion-valued least-mean Kurtosis adaptive filtering algorithm based on the GHR calculus, IET Signal Processing, 12, 4, pp. 487-495, 2018. (SCI, Q2) NOTE: This article is among the most downloaded papers, 10.11.2018. 
  19. Mengüç, E.C. and Acır, N., An augmented complex-valued least-mean kurtosis algorithm for the filtering of noncircular signals, IEEE Transactions on Signal Processing, 66, 2, pp. 438-448, 2018. (SCI, Q1)
  20. Mengüç, E.C. and Acır, N., A generalized Lyapunov stability theory-based adaptive FIR filter algorithm with variable step sizes, Signal, Image and Video Processing, 11, 8, pp. 1567-1575, 2017. (SCI-E, Q3)
  21. Mengüç, E.C. and Acır, N., An augmented complex-valued Lyapunov stability theory based adaptive filter algorithm, Signal Processing, 137, pp. 10–21, 2017. (SCI-E, Q1)
  22. Mengüç, E.C. and Acır, N., Real-time implementation of Lyapunov stability theory-based adaptive filter on FPGA, IEICE Transactions on Electronics, E99-C, 1, pp. 129-137, 2016. (SCI-E, Q4)
  23. Mengüç, E.C. and Acır, N., A novel adaptive filter design using Lyapunov stability theory, Turkish Journal of Electrical Engineering & Computer Sciences, 23, 3, pp. 719-728, 2015. (SCI-E, Q4)
  24. Acır, N. and Mengüç, E.C., Lyapunov theory based adaptive learning algorithm for multilayer neural networks, Neural Network World, 24, 6, pp. 619-636, 2014. (SCI-E, Q4)

Submitted International (SCI and SCI-E):

  1. Mengüç, E.C., Emlek, A., A novel backpropagation algorithm based on negated kurtosis loss function and its applications in shallow, convolutional, and deep neural networks (Will be submitted), 2024.

National:

  1. Mengüç, E.C., Large-scale regression in the complex domain: Performance analysis of CRLS algorithms censoring noninformative data in an online manner, Ömer Halisdemir Üniversitesi Mühendislik Bilimleri Dergisi, 12, 2, Sayfalar 349-359, 2023.
  2. Mengüç, E.C., and Acır, N., A Novel Automatic Face Recognition System, Ömer Halisdemir Üniversitesi Mühendislik Bilimleri Dergisi, 11, 3, Sayfalar 574-583, 2022.
  3. Çolak Güvenç, B., and  Mengüç, E.C., Patolojik Dinlenme Tremorlerinin Kompleks Düzlemde Adaptif Tahmini, Avrupa Bilim ve Teknoloji Dergisi, 32, Sayfalar 318-325, 2021.
  4. Mengüç, E.C., Adaptive estimation of power system harmonics: Performance analysis of gradient descent based adaptive algorithms, Ömer Halisdemir Üniversitesi Mühendislik Bilimleri Dergisi, 8, 1, Sayfalar 69-80, 2019.
  5. Mengüç, E.C., A novel fully complex nonlinear adaptive finite impulse response filter algorithm, Gazi Üniversitesi Fen Bilimleri Dergisi Part C: Tasarım ve Teknoloji, 7, 1, Sayfalar 1-11, 2019.
  6. Mengüç, E.C., Çınar, S. and Acır, N., EEG Sinyallerinden EOG Gürültülerini Yok Etmek için Lineer ve Geniş Lineer Kompleks Değerli En Küçük Ortalama Kare Algoritmaları Tabanlı Bir Adaptif Gürültü Yok Etme Sistemi, Gazi Üniversitesi Fen Bilimleri Dergisi Part C: Tasarım ve Teknoloji, 6, 1, Sayfalar 205-219, 2018.

Books and Book Chapters:

Book Chapters:

  1. Peker M. ve Mengüç, E.C., Bölüm 9 : Gömülü Sistemler, Bilgisayar Bilimlerinde Güncel Konular, Dr. Nuh Azgınoğlu, Editör, Nobel Yayınevi, Ankara, ss.193-218, 2022
  2. Mengüç, E.C., and Acır N., Chapter 5: Frequency Estimation Methods for Smart Grid Systems, Smart Grids and Their Communication Systems, Springer, Energy Systems in Electrical Engineering, pp. 171-195, 2019.

Conference Publications:

International:

  1. Duyar, Y., Emlek, A., and Mengüç, E.C., Prediction of Wind Speed and Direction with Deep Learning Methods Using Complex-Valued Data, 5th International Turkic World Congress on Science and Engineering, Bişkek, 2023.
  2. Çolak Güvenç and Mengüç, E.C., Kompleks-Değerli Büyük Veri Akışları için Çevrim içi Sansürleme Tabanlı Adaptif Konveks Kombinasyon, 5th International Turkic World Congress on Science and Engineering, Bişkek, 2023.
  3. Eren, Y., Çolak Güvenç, B., and  Mengüç, E.C., Cost-Effective Adaptive Predictor for Large-Scale Wind Signal, 46th International Conference on Telecommunications and Signal Processing (TSP), pp. 221-224, 2023 (Best Paper Award).
  4. Çolak Güvenç, B., Eren, Y., and  Mengüç, E.C., Novel Online Censoring Based Learning Algorithm for Complex-Valued Big Data Streams, IEEE 30. Sinyal İşleme ve İletişim Uygulamaları Kurultayı (SIU 2022), 2022.
  5. Eren, Y., Çolak Güvenç, B., and  Mengüç, E.C., Online Censoring Based Acoustic Feedback Cancellation for Wearable Hearing Aids, IEEE 30. Sinyal İşleme ve İletişim Uygulamaları Kurultayı (SIU 2022), 2022.
  6. Çolak Güvenç, B., and  Mengüç, E.C., Tracking Performance of CLMK Algorithm in Abruptly Changing Environments,  International Congress on Art and Design Research and Exhibition, Niğde, 2021.
  7. Çolak Güvenç, B., and  Mengüç, E.C., An alternative mixing parameter update rule for complex-valued collaborative adaptive filter structure, International Turkic World Congress on Science and Engineering, Niğde, 2021.
  8. Rezayi, N., and  Mengüç, E.C., Modelling of Resting Tremor for Parkinson’s Patients with Adaptive Fourier Linear Combiners, International Turkic World Congress on Science and Engineering, Niğde, 2019.
  9.  Sarp, A. O., and  Mengüç, E.C., A Novel Hybrid Approach Based on the Artificial Neural Network and Adaptive Censoring Technique for Wind Speed Prediction, International Turkic World Congress on Science and Engineering, Niğde, 2019.
  10. Zerdali, E., and Mengüç, E.C., Complex-Valued Model Reference Adaptive Systems for Speed Estimation of Induction Motor, 1st IEEE Global Power, Energy and Communication Conference (IEEE GPECOM 2019), Cappadocia, 175-179, 2019.
  11. Mengüç, E.C.,  and Rezayi, N., Estimation of Pathological Hand Tremor Signals by Fourier Linear Combiner Based Online Censoring LMS Algorithm, IEEE 27. Sinyal İşleme ve İletişim Uygulamaları Kurultayı (SIU 2019), Sivas, 2019.
  12. Mengüç, E.C., Adaptive Fourier linear combiner based on modified least mean kurtosis algorithm, 6th International Conference on Control Engineering & Information Technology (CEIT 2018), İstanbul, 997-1001, 2018.
  13. Mengüç, E.C., Peker, M., and Çınar, S., Comparison of split complex-valued metaheuristic optimization algorithms for system identification problem, IEEE 26. Sinyal İşleme ve İletişim Uygulamaları Kurultayı (SIU 2018), İzmir, 2018.
  14. Mengüç, E.C. ve Acır, N., Kompleks-değerli LMK algoritması kullanılarak kompleks-değerli sinyallerin tahmini, IEEE 25. Sinyal İşleme ve İletişim Uygulamaları Kurultayı (SIU 2017), Antalya, 2017.
  15. Mengüç, E.C. and Acır, N., An adaptive noise canceller based on QLMS algorithm for removing EOG artifacts in EEG recordings, International Artificial Intelligence and Data Processing Symposium, Malatya, 2017.
  16. Mengüç, E.C. and Acır, N., A complex-valued adaptive filter algorithm for system identification problem, 9th International Conference on Electrical and Electronics Engineering (ELECO 2015), Bursa, 2015.
  17. Mengüç, E.C. and Acır, N., A modified neural filtering algorithm for tracking of chaotic signals, UKSim-AMSS 16th International Conference on Modelling and Simulation (UKSim 2014), Cambridge, 265-268, 2014.
  18. Acır, N. and Mengüç, E.C., A new approach to adaptive noise cancellation in synthetic auditory evoked potentials, 13th IEEE International Conference on BioInformatics and BioEngineering (BIBE 2013), Greece, 1-3, 2013.
  19. Mengüç, E.C. and Acır, N., Lyapunov stability theory based adaptive filter algorithm for noisy measurements, UKSim-AMSS 15th International Conference on Modelling and Simulation (UKSim 2013), Cambridge, 451-454, 2013.

National:

  1. Çolak Güvenç, B., Eren, Y., and  Mengüç, E.C., Adaptive Prediction of Financial Data with Complex-Valued Informative Data, National Conference on Electrical, Electronics, and Biomedical Engineering (ELECO 2022), Bursa, 1-5, 2022.
  2. Rezayi, N., and  Mengüç, E.C.,  Performances of LMS-Based Adaptive Fourier Linear Combiners on the Estimation of Pathological Hand Tremors, 10th National Conference on Electrical, Electronics, and Biomedical Engineering (ELECO 2018), Bursa, 543-547, 2018.
  3. Çınar, S., Mengüç, E.C. ve Acır, N., Bağımsız bileşen analizi ve yapay sinir ağı kullanarak EEG sinyallerindeki oküler artefaktların otomatik yok edilmesi, Tıp Teknolojileri Kongresi (TIPTEKNO’17), Trabzon, 2017.
  4. Mengüç, E.C. ve Acır, N., Kompleks-değerli en küçük ortalama Kurtosis algoritması, IEEE 24. Sinyal İşleme ve İletişim Uygulamaları Kurultayı (SIU 2016), Zonguldak, 2016.
  5. Mengüç, E.C. ve Acır, N., A new approach to channel equalization problem, IEEE 23. Sinyal İşleme ve İletişim Uygulamaları Kurultayı (SIU 2015), Malatya, 787-790, 2015.
  6. Mengüç, E.C. ve Acır, N., Lyapunov stability theory based complex valued adaptive filter design, IEEE 22. Sinyal İşleme ve İletişim Uygulamaları Kurultayı (SIU 2014), 240-243, Trabzon, 2014.
  7. Mengüç, E.C. ve Acır, N., Lyapunov kararlılık teorisi tabanlı hızlı sonsuz darbe cevaplı adaptif filtre tasarımı, Otomatik Kontrol Türk Milli Komitesi 2012 Ulusal Toplantısı (TOK 2012), 768-772, Niğde, 2012.
  8. Mengüç, E.C. ve Acır, N., A novel nonlinear adaptive filter design and its implementation with FPGA, IEEE 20. Sinyal İşleme ve İletişim Uygulamaları Kurultayı (SIU 2012), Fethiye, 1-4, 2012.
  9. Mengüç, E.C. ve Acır, N., A novel adaptive filter algorithm for tracking of chaotic time series, IEEE 19. Sinyal İşleme ve İletişim Uygulamaları Kurultayı (SIU 2011), Antalya, 490-493, 2011.

Thesis Supervisions:

  1. Yeni Kompleks-Değerli Seyrekliğe Duyarlı ve Gürbüz Algoritmaların Geliştirilmesi, N. Özince, Doktora, Kayseri Üniversitesi, Kayseri, 2023-…
  2. Büyük-Ölçekli Veriler İçin Kompleks-Değerli Çevrim İçi Öğrenme Algoritmalarının Tasarımı, B. Çolak Güvenç, Doktora, Kayseri Üniversitesi, Kayseri, 2023-…
  3. Giyilebilir İşitme Cihazları İçin Çevrim İçi Sansürlemeye Dayalı Yeni Akustik Geri Besleme Gidericilerin Tasarımı, Y. Eren, Yüksek Lisans, Kayseri Üniversitesi, Kayseri, 2023.
  4. Kurtosis Maliyet Fonksiyonu Tabanlı Kompleks Değerli İşbirlikçi Adaptif Filtreleme, B. Çolak Güvenç, Yüksek Lisans, Kayseri Üniversitesi, Kayseri, 2021.
  5. Rüzgar Hızı Tahmini İçin Yapay Sinir Ağı ve Adaptif Sansürleme Tekniği Tabanlı Yeni Yaklaşımların Geliştirilmesi, A.O. Sarp, Yüksek Lisans, Niğde Ömer Halisdemir Üniversitesi, Niğde,  2021.
  6. Patolojik El Tremor Sinyallerinin Adaptif Kestirimi ve Modellenmesi, N. Rezayi, Yüksek Lisans, Niğde Ömer Halisdemir Üniversitesi, Niğde,  2020.

Projects:

  1. Giyilebilir İşitme Cihazları İçin Çevrim İçi Sansürlemeye Dayalı Yeni Akustik Geri Besleme Gidericilerin Tasarımı, Kayseri Üniversitesi BAP Birimi, Normal Araştırma Projesi , Proje Numarası: FBA-2022-1094, 2022-2024. (Yürütücü)
  2. Büyük Veri Akışları İçin Çevrimiçi Sansürleme Stratejisi Tabanlı Yeni Kompleks-Değerli Adaptif Sinyal İşleme Tekniklerinin Geliştirilmesi, TÜBİTAK 3501 , Proje Numarası: 121E324, 2021-2023. (Yürütücü)
  3. Adaptive Signal Processing for Big Data, TÜBİTAK 2219 Yurt Dışı Doktora Sonrası Araştırma Burs Programı, 2019, (Araştırmacı) (Not: Bu proje, Imperial College London’da (İngiltere) Prof. Dr. Danilo P. Mandic‘in danışmalığında yürütülmüştür.)
  4. Durağan Olmayan Kaotik İşitsel Uyartım Potansiyel İşaretlerinin Analizi: Yapay Sinir Ağı Tabanlı Adaptif Filtre ve Otomatik Örüntü Tanıma Sistem Tasarımı, TÜBİTAK Projesi, Proje Numarası: 105E084, 2006-2010. (Bursiyer)
  5. Lineer Olmayan Gürbüz Adaptif Filtre Tasarımı ve FPGA ile Gerçeklenmesi, Niğde Üniversitesi BAP Projesi, Proje Numarası: FEB 2010/32, 2010-2012. (Yardımcı Araştırmacı)

Thesis

  1. MSc Thesis Lyapunov Kararlılık Teorisi Tabanlı Adaptif FIR Filtre Tasarımı, 14.07.2011 (Danışman: Prof. Dr. Nurettin ACIR)
  2. PhD Thesis Lyapunov Kararlı Artırılmış Kompleks Değerli Adaptif Filtre Tasarımı, 01.06.2016 (Danışman:  Prof. Dr. Nurettin ACIR)

Referees in Journals:

  1. IEEE Transactions on Neural Networks and Learning Systems
  2. IEEE Transactions on Signal Processing
  3. IEEE Signal Processing Processing Letters
  4. IEEE Transactions on Circuits and Systems I: Regular Paper
  5. IEEE Transactions on Circuits and Systems II: Express Briefs
  6. IEEE Transactions on Industrial Electronics
  7. IEEE Access
  8. Signal Processing
  9. Digital Signal Processing
  10. Circuits, Systems, and Signal Processing
  11. IET Signal Processing
  12. IET Image Processing
  13. IET Radar, Sonar & Navigation
  14. Journal of the Franklin Institute
  15. Biomedical Signal Processing and Control
  16. Turkish Journal of Electrical Engineering & Computer Sciences
  17. Computational Intelligence
  18. Brain Imaging and Behavior, etc.