Publications & Works

Publication Network

Published journal articles indexed by SCI, SSCI, and AHCI

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, vol.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, vol.34, no.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, vol.41, no.3, pp.1208-1223, 2021 (SCI-Expanded) Sustainable Development 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, vol.10, no.1, pp.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, vol.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, vol.38, no.6, pp.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, vol.25, pp.112-119, 2018 (SCI-Expanded) Creative Commons License identifier identifier

Articles Published in Other Journals

Deep learning based tobacco products classification

TAŞKIRAN M., ÇİMEN S.
International Journal of Computing Science and Mathematics, vol.13, no.2, pp.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, vol.20, no.5, pp.68-80, 2020 (ESCI) Creative Commons License identifier identifier

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

Kıllıoğlu M., TAŞKIRAN M., KAHRAMAN N.
Pamukkale Üniversitesi Mühendislik Bilimleri Dergisi, vol.24, no.2, pp.173-179, 2018 (ESCI) Creative Commons License identifier

İnverter klima akıllı etkileşim sistem tasarımı

Taşkıran M., Kahraman N., Usta Yoğun H.
Pamukkale Üniversitesi Mühendislik Bilimleri Dergisi, vol.24, no.2, pp.205-213, 2018 (Peer-Reviewed Journal) 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, vol.4, no.1, pp.1-10, 2018 (Peer-Reviewed Journal)

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, vol.4, pp.1-10, 2018 (Peer-Reviewed Journal)

Refereed Congress / Symposium Publications in Proceedings

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, Czech Republic, 13 - 15 July 2022, pp.106-109 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, Turkey, 7 - 09 September 2022 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, France, 8 - 12 August 2022 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 August 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, Turkey, 25 - 27 August 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 November 2020, pp.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, Serbia, 24 - 26 August 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, Turkey, 31 October - 02 November 2019 Sustainable Development identifier 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 July 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, Bulgaria, 3 - 05 July 2019, pp.1-5 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 July 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, Greece, 4 - 06 July 2018, pp.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 January 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, Slovakia, 26 - 28 January 2017, pp.83-86 Sustainable Development 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, Croatia, 12 - 14 September 2016, pp.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, Turkey, 3 - 04 December 2015, vol.2 Creative Commons License