Murat Taskiran

25 papers C 8Journal 14Unranked 3

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Fed3C: federated clustering-based centralized classification. Knowl. Inf. Syst. Emin Akpinar, Bülent Bolat, Murat Taskiran
2026	J	`jnl`	PARS: Performance-driven adam-based resilient scaffold for federated learning. Inf. Sci. Emin Akpinar, Murat Taskiran, Bülent Bolat
2025	J	`jnl`	A Neural Network-Based Approach to Determining the Mechanical Design Dimensions of Asynchronous Machines. IEEE Access Sema Nur Ipek, Murat Taskiran, Nur Bekiroglu
2025	J	`jnl`	An Ensemble Learning-Based Predictive Parameterization Approach for Permanent Magnet Synchronous Machines. IEEE Access Sema Nur Ipek, Nur Bekiroglu, Murat Taskiran
2025	—	`conf`	Federated Learning for Human Activity Recognition with Environmental and Subject-Level Awareness. UbiComp Companion Berke Cansiz, Murat Taskiran, Hatice Vildan Dudukcu, Nihan Kahraman
2025	J	`jnl`	Hierarchical Cascade Deep Learning for EMG-Based Behavioral Biometrics: Gesture and Subject Classification. IEEE Access Berke Cansiz, Hatice Vildan Dudukcu, Murat Taskiran, Nihan Kahraman
2025	J	`jnl`	MYFED: a dataset of affective face videos for investigation of emotional facial dynamics as a soft biometric for person identification. Mach. Vis. Appl. Zeynep Nur Saracbasi, Cigdem Eroglu Erdem, Murat Taskiran, Nihan Kahraman
2025	J	`jnl`	Modelling of GNSS station position time series using deep learning approaches. Earth Sci. Informatics Merve Simsek, Murat Taskiran, Ugur Dogan
2024	J	`jnl`	UAV instantaneous power consumption prediction using LR-TCN with simple moving average. Concurr. Comput. Pract. Exp. Hatice Vildan Dudukcu, Murat Taskiran, Nihan Kahraman
2023	C	`conf`	A Fusion-Based Deep Neural Networks Approach for Face Liveness Detection. INISTA Melek Aydin, Murat Taskiran, Nihan Kahraman, Hatice Vildan Dudukcu
2023	J	`jnl`	Temporal Convolutional Networks with RNN approach for chaotic time series prediction. Appl. Soft Comput. Hatice Vildan Dudukcu, Murat Taskiran, Zehra Gülru Çam Taskiran, Tulay Yildirim
2023	J	`jnl`	UAV sensor data applications with deep neural networks: A comprehensive survey. Eng. Appl. Artif. Intell. Hatice Vildan Dudukcu, Murat Taskiran, Nihan Kahraman
2022	J	`jnl`	A deep neural network based toddler tracking system. Concurr. Comput. Pract. Exp. Hanife Güney, Melek Aydin, Murat Taskiran, Nihan Kahraman
2022	—	`conf`	Instantaneous Power Consumption Prediction with Modified Temporal Convolutional Network for UAVs. TSP Hatice Vildan Dudukcu, Murat Taskiran, Nihan Kahraman
2022	C	`conf`	Unmanned Aerial Vehicles (UAVs) Battery Power Anomaly Detection Using Temporal Convolutional Network with Simple Moving Average Algorithm. INISTA Hatice Vildan Dudukcu, Murat Taskiran, Nihan Kahraman
2021	C	`conf`	Comprehensive Comparison of LSTM Variations for the Prediction of Chaotic Time Series. INISTA Hatice Vildan Dudukcu, Murat Taskiran, Zehra Gülru Çam Taskiran
2021	C	`conf`	Consolidated or individual training: Which one is better for blood glucose prediction? INISTA Hatice Vildan Dudukcu, Murat Taskiran, Tülay Yildirim
2021	J	`jnl`	Deep learning based tobacco products classification. Int. J. Comput. Sci. Math. Murat Taskiran, Sibel Çimen Yetis
2021	J	`jnl`	Hybrid face recognition under adverse conditions using appearance-based and dynamic features of smile expression. IET Biom. Murat Taskiran, Nihan Kahraman, Cigdem Eroglu Erdem
2020	J	`jnl`	Face recognition: Past, present and future (a review). Digit. Signal Process. Murat Taskiran, Nihan Kahraman, Cigdem Eroglu Erdem
2020	C	`conf`	Toddler Tracking System with Face Recognition and Object Tracking Using Deep Neural Network. INISTA Hanife Güney, Melek Aydin, Murat Taskiran, Nihan Kahraman
2019	C	`conf`	A New Fractional Order Memristance Simulator Circuit Design. INISTA Zehra Gülru Çam Taskiran, Murat Taskiran
2019	C	`conf`	Comparison of CNN Tolerances to Intra Class Variety in Food Recognition. INISTA Murat Taskiran, Nihan Kahraman
2019	C	`conf`	Face Recognition Using Dynamic Features Extracted from Smile Videos. INISTA Murat Taskiran, Mehmet Killioglu, Nihan Kahraman, Cigdem Eroglu Erdem
2018	—	`conf`	A Real-Time System for Recognition of American Sign Language by using Deep Learning. TSP Murat Taskiran, Mehmet Killioglu, Nihan Kahraman