Res. Asst. Hatice Vildan DÜDÜKÇÜ
Home page
Education Information
Research Areas
Academic and Administrative Experience
Publications & Works
Project & Patent & Design
Scientific Activities
Achievements & Reputation
Announcements & Documents
Contact
Download CV
Türkçe
English
Yıldız Technical University
Research Information System
Türkçe
Research Information System
Türkçe
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)
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)
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)
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
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
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
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
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
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
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