Yayınlar & Eserler

Yayın Ağı
Makaleler 29
Tümü (29)
SCI-E, SSCI, AHCI (18)
SCI-E, SSCI, AHCI, ESCI (25)
ESCI (6)
Scopus (23)
TRDizin (5)
Diğer Yayınlar (2)

1. Fed3C: federated clustering-based centralized classification

AKPINAR E., BOLAT B., TAŞKIRAN M.
Knowledge and Information Systems , cilt.68, sa.1, 2026 (SCI-Expanded, Scopus) identifier identifier

2. AnoSense: Edge computing for real-time flight anomaly detection by using embedded deep neural networks

Düdükçü H. V., Taşkıran M., Kahraman N.
Gümüşhane Üniversitesi Fen Bilimleri Dergisi , cilt.15, sa.3, ss.797-808, 2025 (Scopus, TRDizin) identifier identifier

3. Enhancing Finger Vein Classification through CLAHE and Sobel Filtering with Two Channel Hybrid Convolutional Machine Learning Algorithm

Cansız B., Taşkıran M.
Dokuz Eylül Üniversitesi Mühendislik Fakültesi Fen ve Mühendislik Dergisi , cilt.27, sa.80, ss.240-246, 2025 (TRDizin)

4. The scientific outputs of earthquakes in Türkiye: A bibliometric analysis

Yılmaz S., Acar U., Akbaba M. F., Akbulut T., Akgün C., Akın O., et al.
Sigma Journal of Engineering and Natural Sciences , cilt.43, sa.2, ss.513-522, 2025 (ESCI, Scopus) identifier identifier

5. Yinelemeli Sinir Ağlarıyla GNSS Verilerinde Birleştirilmiş ve Bireysel Model Karşılaştırılması

Şimşek M., Taşkıran M., Doğan U.
GEOMATIK , cilt.10, sa.1, ss.65-74, 2025 (ESCI) identifier

6. A Neural Network-Based Approach to Determining the Mechanical Design Dimensions of Asynchronous Machines

Nur Ipek S., Taşkıran M., Bekiroğlu K. N.
IEEE ACCESS , cilt.13, ss.47805-47819, 2025 (SCI-Expanded, Scopus) identifier

7. An Ensemble Learning-Based Predictive Parameterization Approach for Permanent Magnet Synchronous Machines

Ipek S. N., Bekiroğlu K. N., Taşkıran M.
IEEE ACCESS , cilt.13, ss.96857-96873, 2025 (SCI-Expanded, Scopus) identifier

8. MYFED: a dataset of affective face videos for investigation of emotional facial dynamics as a soft biometric for person identification

Saracbasi Z. N., Erdem C. E., Taskiran M., Kahraman N.
MACHINE VISION AND APPLICATIONS , cilt.36, sa.8, ss.1-15, 2025 (SCI-Expanded, Scopus) identifier identifier

9. Modelling of GNSS station position time series using deep learning approaches

Şimşek M., Taşkıran M., Doğan U.
EARTH SCIENCE INFORMATICS , cilt.18, sa.96, ss.1-22, 2025 (SCI-Expanded, Scopus) identifier identifier

10. Hierarchical Cascade Deep Learning for EMG-Based Behavioral Biometrics: Gesture and Subject Classification

Cansiz B., Düdükçü H. V., Taşkıran M., Kahraman N.
IEEE ACCESS , cilt.13, sa.13, ss.124115-124128, 2025 (SCI-Expanded, Scopus) identifier identifier

11. Machine learning approach for GNSS geodetic velocity estimation

ÖZARPACI S., KILIÇ B., BAYRAK O. C., TAŞKIRAN M., DOĞAN U., Floyd M.
GPS Solutions , cilt.28, sa.2, 2024 (SCI-Expanded, Scopus) Sürdürülebilir Kalkınma identifier identifier

12. Optimal induction machine parameter estimation method with artificial neural networks

İpek S. N., Taşkıran M., Bekiroğlu K. N., Ayçiçek E.
Electrical Engineering , cilt.106, sa.2, ss.1959-1975, 2024 (SCI-Expanded, Scopus) identifier identifier

13. UAV instantaneous power consumption prediction using LR-TCN with simple moving average

Dudukcu H. V., Taskiran M., Kahraman N.
Concurrency and Computation: Practice and Experience , cilt.36, sa.3, 2024 (SCI-Expanded, Scopus) identifier identifier

14. An AI based classifier model for lateral pillar classification of Legg–Calve–Perthes

Soydan Z., Saglam Y., Key S., Kati Y. A., Taskiran M., Kiymet S., et al.
Scientific Reports , cilt.13, sa.1, 2023 (SCI-Expanded, Scopus) identifier identifier identifier

15. Deep Learning-Based Driver Assistance System

Kurtkaya B., Tezcan A., TAŞKIRAN M.
Electrica , cilt.23, sa.3, ss.607-618, 2023 (ESCI, Scopus, TRDizin) Sürdürülebilir Kalkınma identifier identifier identifier

16. UAV sensor data applications with deep neural networks: A comprehensive survey

Düdükçü H. V., Taşkıran M., Kahraman N.
ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE , cilt.123, sa.Part C, ss.1-17, 2023 (SCI-Expanded, Scopus) identifier

17. Temporal Convolutional Networks with RNN approach for chaotic time series prediction

Dudukcu H. V., Taskiran M., Taskiran Z. G. C., Yildirim T.
Applied Soft Computing , cilt.133, 2023 (SCI-Expanded, Scopus) identifier identifier

18. A deep neural network based toddler tracking system

Guney H., Aydin M., TAŞKIRAN M., KAHRAMAN N.
CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE , cilt.34, sa.14, 2022 (SCI-Expanded, Scopus) identifier identifier

19. Blood glucose prediction with deep neural networks using weighted decision level fusion

DÜDÜKÇÜ H. V., TAŞKIRAN M., YILDIRIM T.
BIOCYBERNETICS AND BIOMEDICAL ENGINEERING , cilt.41, sa.3, ss.1208-1223, 2021 (SCI-Expanded, Scopus) Sürdürülebilir Kalkınma identifier identifier

20. Deep learning based tobacco products classification

TAŞKIRAN M., ÇİMEN S.
International Journal of Computing Science and Mathematics , cilt.13, sa.2, ss.167-176, 2021 (ESCI, Scopus) identifier identifier

21. Hybrid face recognition under adverse conditions using appearance-based and dynamic features of smile expression

TAŞKIRAN M., KAHRAMAN N., EROĞLU ERDEM Ç.
IET BIOMETRICS , cilt.10, sa.1, ss.99-115, 2021 (SCI-Expanded, Scopus) identifier identifier

22. Face recognition: Past, present and future (a review)

Taşkıran M., Kahraman N., Eroğlu Erdem E.
DIGITAL SIGNAL PROCESSING , cilt.106, 2020 (SCI-Expanded, SSCI, Scopus) identifier identifier

23. Second Generation Current Conveyor Based Floating FractionalOrder Memristance Simulator and a New Dynamical System

Çam Taşkıran Z. G., Taşkıran M.
CYBERNETICS AND INFORMATION TECHNOLOGIES , cilt.20, sa.5, ss.68-80, 2020 (ESCI, Scopus) Creative Commons License identifier identifier

24. A novel memristive true random number generator design

Çam Z. G., Taşkıran M., Kıllıoğlu M., Kahraman N., Sedef H.
COMPEL-THE INTERNATIONAL JOURNAL FOR COMPUTATION AND MATHEMATICS IN ELECTRICAL AND ELECTRONIC ENGINEERING , cilt.38, sa.6, ss.1931-1947, 2019 (SCI-Expanded, Scopus) identifier identifier

25. Steganografi ve Şifreleme Kullanılarak Çoklu Biyometrik Sistemlerle Kimlik Doğrulama için Güvenli Veri İletimi

Kıllıoğlu M., Taşkıran M., Kahraman N.
PAMUKKALE UNIVERSITY JOURNAL OF ENGINEERING SCIENCES-PAMUKKALE UNIVERSITESI MUHENDISLIK BILIMLERI DERGISI , cilt.24, sa.2, ss.173-179, 2018 (ESCI, TRDizin) Creative Commons License identifier

26. İnverter klima akıllı etkileşim sistem tasarımı

Taşkıran M., Kahraman N., Usta Yoğun H.
PAMUKKALE UNIVERSITY JOURNAL OF ENGINEERING SCIENCES-PAMUKKALE UNIVERSITESI MUHENDISLIK BILIMLERI DERGISI , cilt.24, sa.2, ss.205-213, 2018 (TRDizin) Creative Commons License identifier

27. Novel Feature Extraction Methodology with Evaluation in Artificial Neural Networks Based Fingerprint Recognition System

KAHRAMAN N., ÇAM TAŞKIRAN Z. G., TAŞKIRAN M.
TEHNICKI VJESNIK-TECHNICAL GAZETTE , cilt.25, ss.112-119, 2018 (SCI-Expanded, Scopus) Creative Commons License identifier identifier

28. A NEW CHAOTIC ATTRACTOR FOR RANDOM NUMBER GENERATION BASED ON MEMRISTIVE CIRCUIT

Çam Z. G., Taşkıran M., Kahraman N., Sedef H.
World Journal Of Engineering Research and Technology , cilt.4, ss.1-10, 2018 (Hakemli Dergi)

29. THE NOVEL METHOD FOR RECOGNITION OF AMERICAN SIGN LANGUAGE WITH RING PROJECTION AND DISCRETE WAVELET TRANSFORM

Taşkıran M., Çimen S., Çam Z. G.
World Journal of Engineering Research and Technology , cilt.4, sa.1, ss.1-10, 2018 (Hakemli Dergi)
Hakemli Bilimsel Toplantılarda Yayımlanmış Bildiriler 32

1. Federated Learning for Human Activity Recognition with Environmental and Subject-Level Awareness

Cansiz B., Taşkıran M., Düdükçü H. V., Kahraman N.
UbiComp Companion '25: Companion of the 2025 ACM International Joint Conference on Pervasive and Ubiquitous Computing, Espoo, Finlandiya, 12 - 16 Ekim 2025, ss.625-629, (Tam Metin Bildiri)

2. NSGA-II Based Optimization of LLC Resonant Converter for 270V to 28V DC-DC Conversion in More Electric Aircraft

Kıymaz T. Y., Taşkıran M., Obdan A. H., Bekiroğlu K. N.
2025 7th International Congress on Human-Computer Interaction, Optimization and Robotic Applications (ICHORA), Ankara, Türkiye, 23 - 24 Mayıs 2025, ss.1-5, (Tam Metin Bildiri)

3. Havacılık Uygulamalarında Kullanılan Dc-Dc Dönüştürücülerin NSGA-III Tabanlı Tasarım Optimizasyonu

Kıymaz T. Y., Obdan A. H., Bekiroğlu K. N., Taşkıran M.
15. Uluslararası Akademik Araştırmalar Konferansı, İstanbul, Türkiye, 6 - 07 Mart 2025, ss.444-452, (Tam Metin Bildiri) Creative Commons License

4. Comparative Evaluation of Regression Models and Bi-GRU for GNSS Position Time Series Forecasting

Şimşek M., Taşkıran M., Doğan U.
2025 IEEE 5th International Conference on Power, Electronics and Computer Applications (ICPECA), Shenyang, Çin, 17 - 19 Ocak 2025, ss.1-5, (Tam Metin Bildiri)

5. Federated Learning Application in Human Activity Recognition: The Impact of Aggregation Functions

Cansız B., Taşkıran M.
2024 15th National Conference on Electrical and Electronics Engineering (ELECO), Bursa, Türkiye, 28 - 30 Kasım 2024, ss.1-5, (Tam Metin Bildiri) identifier

6. Modified SWIN-IR Based Super Resolution Approach for Thermal Imagery

Ekşi E., Taşkıran M.
2024 15th National Conference on Electrical and Electronics Engineering (ELECO), Bursa, Türkiye, 28 - 30 Kasım 2024, ss.1-5, (Tam Metin Bildiri) identifier

7. A Benchmark Study in Sentiment Analysis with Deep Neural Networks

Elverişli M. Ç., Taşkıran M.
2024 5th International Conference on Electronic Communication and Artificial Intelligence (ICECAI), Shenzhen, Çin, 31 Mayıs - 02 Haziran 2024, ss.1-5, (Tam Metin Bildiri) identifier

8. Identification Of Equivalent Circuit Parameters Of Permanent Magnet Synchronous Machine With Cascade-Forward Neural Network

İpek S. N., Bekiroğlu K. N., Taşkıran M.
Grad Colloquium'24 Artificial Intelligence, İstanbul, Türkiye, 04 Haziran 2024, ss.36, (Özet Bildiri) Creative Commons License Sürdürülebilir Kalkınma

9. Induction Machine Parameters Estimation with Recurrent Neural Network

İpek S. N., Taşkıran M., Bekiroğlu K. N., Ayçiçek E.
2nd Engineering International Conference on Electrical, Energy, and Artificial Intelligence(EICEEAI) 2023, Az-Zarqa, Ürdün, 27 - 28 Aralık 2023, ss.1-6, (Tam Metin Bildiri)

10. Optuna Based Optimized Transformer Model Approach in Bitcoin Time Series Analysis

Yildirim B., Taşkıran M.
2024 26th International Conference on Digital Signal Processing and its Applications (DSPA), Moscow, Rusya, 27 - 29 Mart 2024, ss.1-6, (Tam Metin Bildiri) identifier

11. An Optimal Flow for Face Recognition: Analysis/Effects of Face Detection, Alignment and Cropping Techniques

Gülşen M. F., Taşkıran M., Taşçı S. E., Kahraman N.
2024 26th International Conference on Digital Signal Processing and its Applications (DSPA), Moscow, Rusya, 27 - 29 Mart 2024, ss.1-6, (Tam Metin Bildiri)

12. Human Activity Recognition with Ensemble Learning

Düdükçü H. V., Taşkıran M., Çam Taşkıran Z. G., Kahraman N.
2024 26th International Conference on Digital Signal Processing and its Applications (DSPA), Moscow, Rusya, 27 - 29 Mart 2024, ss.1-6, (Tam Metin Bildiri) identifier

13. FedLDC: Federated Learning with Loss-Dependent Coefficients in Pedestrian Detection

Akpınar E., Bolat B., Taşkıran M.
2024 11th International Conference on Signal Processing and Integrated Networks (SPIN), Noida, Hindistan, 21 - 22 Mart 2024, ss.256-261, (Tam Metin Bildiri) identifier

14. Ensemble Learning Methodologies for Electrocardiogram Analysis: A Comparative Study

Yildirim B. E., Taskiran M., Bekiroğlu K. N.
2024 International Conference on Intelligent and Innovative Technologies in Computing, Electrical and Electronics (IITCEE), Bangaon, Hindistan, 24 - 25 Ocak 2024, ss.1-6, (Tam Metin Bildiri) Sürdürülebilir Kalkınma identifier

15. Şubat 2023 Depremlerinin Bölgede Oluşturduğu Etkiler ve Yapay Zeka ile Afet Yönetim Planlaması

Doğan U., Yüzer N., Acar U., Akbaba M. F., Akbulut M. T., Akgün C., et al.
Türkiye Ulusal Jeodezi Komisyonu (TUJK) XXII. Sempozyumu 2023, Trabzon, Türkiye, 29 Kasım - 01 Aralık 2023, ss.5-6, (Özet Bildiri) Creative Commons License Sürdürülebilir Kalkınma

16. A Fusion-Based Deep Neural Networks Approach for Face Liveness Detection

Aydin M., Taskiran M., Kahraman N., Dudukcu H. V.
2023 International Conference on Innovations in Intelligent Systems and Applications (INISTA), Nabeul, Tunus, 20 - 23 Eylül 2023, ss.1-6, (Tam Metin Bildiri) identifier

17. Unmanned Aerial Vehicles (UAVs) Battery Power Anomaly Detection Using Temporal Convolutional Network with Simple Moving Average Algorithm

DÜDÜKÇÜ H. V., TAŞKIRAN M., KAHRAMAN N.
16th International Conference on INnovations in Intelligent SysTems and Applications, INISTA 2022, Biarritz, Fransa, 8 - 12 Ağustos 2022, (Tam Metin Bildiri) identifier

18. Physiotherapy Activities Classification with Deep Neural Networks

Düdükçü H. V., Taşkıran M., Dudukcu M. Z.
2022 Innovations in Intelligent Systems and Applications Conference, ASYU 2022, Antalya, Türkiye, 7 - 09 Eylül 2022, (Tam Metin Bildiri) identifier

19. Instantaneous Power Consumption Prediction with Modified Temporal Convolutional Network for UAVs

DÜDÜKÇÜ H. V., TAŞKIRAN M., KAHRAMAN N.
45th International Conference on Telecommunications and Signal Processing, TSP 2022, Virtual, Online, Çek Cumhuriyeti, 13 - 15 Temmuz 2022, ss.106-109, (Tam Metin Bildiri) identifier identifier

20. Consolidated or individual training: Which one is better for blood glucose prediction?

DÜDÜKÇÜ H. V., TAŞKIRAN M., YILDIRIM T.
2021 International Conference on INnovations in Intelligent SysTems and Applications (INISTA), 25 Ağustos 2021, (Tam Metin Bildiri) identifier

21. Comprehensive comparison of LSTM variations for the prediction of chaotic time series

DÜDÜKÇÜ H. V., TAŞKIRAN M., ÇAM TAŞKIRAN Z. G.
2021 International Conference on INnovations in Intelligent SysTems and Applications, INISTA 2021, Kocaeli, Türkiye, 25 - 27 Ağustos 2021, (Tam Metin Bildiri) identifier

22. LSTM and WaveNet Implementation for PredictiveMaintenance of Turbofan Engines

Düdükçü H. V., Taşkıran M., Kahraman N.
2020 IEEE 20th International Symposium on Computational Intelligence and Informatics (CINTI), 5 - 07 Kasım 2020, ss.151-156, (Tam Metin Bildiri) identifier identifier

23. Toddler Tracking System with Face Recognition and Object Tracking Using Deep Neural Network

GÜNEY H., AYDIN M., TAŞKIRAN M., KAHRAMAN N.
2020 International Conference on INnovations in Intelligent SysTems and Applications (INISTA), Novi Sad, Serbia, Sırbistan, 24 - 26 Ağustos 2020, (Tam Metin Bildiri) identifier

24. Breast Cancer Detection From Thermography Based on Deep Neural Networks

Kıymet S., Aslankaya M. Y., Taşkıran M., Bolat B.
2019 Innovations in Intelligent Systems and Applications Conference (ASYU), İzmir, Türkiye, 31 Ekim - 02 Kasım 2019, (Tam Metin Bildiri) Sürdürülebilir Kalkınma identifier identifier

25. Face Recognition Using Dynamic Features Extracted from Smile Videos

Taşkıran M., Killioglu M., Kahraman N., Eroğlu Erdem Ç.
2019 IEEE International Symposium on INnovations in Intelligent SysTems and Applications (INISTA), Sofija, Bulgaristan, 3 - 05 Temmuz 2019, ss.1-5, (Tam Metin Bildiri) identifier

26. Comparison of CNN Tolerances to Intra Class Variety in Food Recognition

TAŞKIRAN M., KAHRAMAN N.
2019 IEEE International Symposium on INnovations in Intelligent SysTems and Applications (INISTA), Sofia, Bulgaria, 3 - 05 Temmuz 2019, (Tam Metin Bildiri) identifier

27. A New Fractional Order Memristance Simulator Circuit Design

ÇAM Z. G., TAŞKIRAN M.
2019 IEEE International Symposium on INnovations in Intelligent SysTems and Applications (INISTA), Sofia, Bulgaria, 3 - 05 Temmuz 2019, (Tam Metin Bildiri) identifier

28. A Real-Time System For Recognition Of American Sign Language By Using Deep Learning

TAŞKIRAN M., KILLIOĞLU M., KAHRAMAN N.
41st International Conference on Telecommunications and Signal Processing (TSP), Athens, Yunanistan, 4 - 06 Temmuz 2018, ss.258-261, (Tam Metin Bildiri) identifier identifier

29. Anti-Spoofing In Face Recognition with LivenessDetection Using Pupil Tracking

kıllıoğlu m., TAŞKIRAN M., KAHRAMAN N.
2017 IEEE 15th International Symposium on Applied Machine Intelligence and Informatics (SAMI), 26 - 28 Ocak 2017, (Tam Metin Bildiri) identifier identifier

30. Offline Signature Identification via HOG Features and Artificial Neural Networks

Taşkıran M., Cam Z. G.
15th IEEE International Symposium on Applied Machine Intelligence and Informatics (SAMI), Herlany, Slovakya, 26 - 28 Ocak 2017, ss.83-86, (Tam Metin Bildiri) Sürdürülebilir Kalkınma identifier identifier

31. Hardware Application of Human Machine Interface in Smart Air Conditioners Using Hand Tracking

Acay E., Kahraman N., Taşkıran M., Kıyan T., Usta Yoğun H.
IEEE 58th ELMAR Symposium, Zadar, Hırvatistan, 12 - 14 Eylül 2016, ss.269-272, (Tam Metin Bildiri) identifier identifier

32. An Efficient Method to Optimize Multi-Layer Perceptron for Classification of Human Activities

Taşkıran M., Çam Z. G., Kahraman N.
2nd International Conference on Computer, Control and Communication Technologies (CCCT'15), Antalya, Türkiye, 3 - 04 Aralık 2015, cilt.2, (Tam Metin Bildiri) Creative Commons License
Kitaplar 2

1. Time Series Prediction From Commercial Aircraft Acceleration Sensor Data with Deep Neural Networks: A Benchmark Study

Düdükçü H. V., Taşkıran M.
Academic Studies in Engineering, Prof. Dr. Çoşkun Özalp;,Doç. Dr. Savaş Bayram;,Doç. Dr. Mahmut Kayar, Editör, Gece Kitaplığı, Ankara, ss.33-46, 2023 Creative Commons License

2. ECG DATA ANOMALIES DETECTION WITH STACKED AUTOENCODER ON LOW-POWER AND LOW-MEMORY MICROCONTROLLERS

Düdükçü H. V., Taşkıran M.
Current Research in Engineering, Assoc. Prof. Dr. Selahattin Bardak,Assoc. Prof. Dr. Ümit Ayata, Editör, Gece Kitaplığı, Ankara, ss.275-289, 2023 Creative Commons License
Metrikler

Yayın

63

Yayın (WoS)

32

Yayın (Scopus)

46

Atıf (WoS)

443

H-İndeks (WoS)

8

Atıf (Scopus)

682

H-İndeks (Scopus)

8

Atıf (Scholar)

512

H-İndeks (Scholar)

9

Atıf (Diğer Toplam)

8

Proje

30

Tez Danışmanlığı

5

Açık Erişim

41
BM Sürdürülebilir Kalkınma Amaçları