Temporal Convolutional Networks with RNN approach for chaotic time series prediction HV Dudukcu, M Taskiran, ZGC Taskiran, T Yildirim Applied soft computing 133, 109945, 2023 | 24 | 2023 |
Blood glucose prediction with deep neural networks using weighted decision level fusion HV Dudukcu, M Taskiran, T Yildirim Biocybernetics and Biomedical Engineering 41 (3), 1208-1223, 2021 | 18 | 2021 |
LSTM and WaveNet implementation for predictive maintenance of turbofan engines HV Düdükçü, M Taşkıran, N Kahraman 2020 IEEE 20th International Symposium on Computational Intelligence and …, 2020 | 5 | 2020 |
UAV sensor data applications with deep neural networks: a comprehensive survey HV Dudukcu, M Taskiran, N Kahraman Engineering Applications of Artificial Intelligence 123, 106476, 2023 | 4 | 2023 |
Unmanned aerial vehicles (UAVs) battery power anomaly detection using temporal convolutional network with simple moving average algorithm HV Dudukcu, M Taskiran, N Kahraman 2022 International Conference on INnovations in Intelligent SysTems and …, 2022 | 3 | 2022 |
Instantaneous power consumption prediction with modified temporal convolutional network for UAVs HV Dudukcu, M Taskiran, N Kahraman 2022 45th International Conference on Telecommunications and Signal …, 2022 | 3 | 2022 |
Comprehensive comparison of LSTM variations for the prediction of chaotic time series HV Dudukcu, M Taskiran, ZGC Taskiran 2021 International Conference on INnovations in Intelligent SysTems and …, 2021 | 2 | 2021 |
ECG DATA ANOMALIES DETECTION WITH STACKED AUTOENCODER ON LOW-POWER AND LOW-MEMORY MICROCONTROLLERS HV DÜDÜKÇÜ, M TAŞKIRAN Current Research in Engineering, 2023 | 1 | 2023 |
Physiotherapy Activities Classification with Deep Neural Networks HV Dudukcu, M Taskiran, MZ Dudukcu 2022 Innovations in Intelligent Systems and Applications Conference (ASYU), 1-4, 2022 | 1 | 2022 |
Consolidated or individual training: Which one is better for blood glucose prediction? HV Dudukcu, M Taskiran, T Yildirim 2021 International Conference on INnovations in Intelligent SysTems and …, 2021 | 1 | 2021 |
Noninvasive Glucose Measurement for Diabetes Mellitus Patients HV Dudukcu, T Yildirim Current Trends in Biomedical Engineering & Biosciences 2 (3), 38-40, 2017 | 1 | 2017 |
UAV instantaneous power consumption prediction using LR‐TCN with simple moving average HV Dudukcu, M Taskiran, N Kahraman Concurrency and Computation: Practice and Experience 36 (3), e7913, 2024 | | 2024 |
A Fusion-Based Deep Neural Networks Approach for Face Liveness Detection M Aydin, M Taskiran, N Kahraman, HV Dudukcu 2023 International Conference on Innovations in Intelligent Systems and …, 2023 | | 2023 |
Time Series Prediction From Commercial Aircraft Acceleration Sensor Data with Deep Neural Networks: A Benchmark Study H Düdükçü, M Taşkıran Gece Kitaplığı, 2023 | | 2023 |