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

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

Articles Published in Other Journals

Noninvasive Glucose Measurement for Diabetes Mellitus Patients

Düdükçü H. V., Yıldırım T.
Current Trends in Biomedical Engineering Biosciences, vol.2, pp.1-3, 2017 (Peer-Reviewed Journal) Sustainable Development

Refereed Congress / Symposium Publications in Proceedings

Senkronize Diyabet Takibi Sistemi

Kahraman M., Mutlu Ü., Ertürk M. A., Yıldız H., Düdükçü H. V., Kurt S., et al.
58. Ulusal Diyabet Kongresi, Antalya, Turkey, 11 - 14 May 2022, pp.294-297 Sustainable Development

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

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

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

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