Yayınlar & Eserler

Yayın Ağı

SCI, SSCI ve AHCI İndekslerine Giren Dergilerde Yayınlanan Makaleler

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) Sürdürülebilir Kalkınma identifier

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) identifier

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) identifier

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) identifier identifier

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)

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) identifier

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) identifier identifier

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) Sürdürülebilir Kalkınma identifier identifier

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) identifier identifier

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

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

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) identifier identifier

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) Creative Commons License identifier identifier

Diğer Dergilerde Yayınlanan Makaleler

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)

Deep Learning-Based Driver Assistance System

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

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) identifier identifier

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) Creative Commons License identifier identifier

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) Creative Commons License identifier

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 (Hakemli Dergi) Creative Commons License identifier

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)

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)

Hakemli Kongre / Sempozyum Bildiri Kitaplarında Yer Alan Yayınlar

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

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 Creative Commons License Sürdürülebilir Kalkınma

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

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

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 identifier

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 identifier

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 identifier

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 Sürdürülebilir Kalkınma identifier

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 Creative Commons License Sürdürülebilir Kalkınma

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 identifier

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 identifier

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 identifier

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 identifier

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 identifier

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 identifier

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 identifier identifier

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 identifier

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 Sürdürülebilir Kalkınma identifier identifier

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 identifier

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 identifier

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 identifier

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 identifier identifier

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 identifier identifier

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 Sürdürülebilir Kalkınma identifier identifier

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 identifier identifier

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 Creative Commons License

Kitap & Kitap Bölümleri

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

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

48

Atıf (WoS)

246

H-İndeks (WoS)

6

Atıf (Scopus)

437

H-İndeks (Scopus)

8

Atıf (Scholar)

648

H-İndeks (Scholar)

10

Proje

23

Tez Danışmanlığı

4

Açık Erişim

40
BM Sürdürülebilir Kalkınma Amaçları