Murat Akçakaya
Orcid: 0000-0001-5094-1931
According to our database1,
Murat Akçakaya
authored at least 73 papers
between 2008 and 2024.
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Bibliography
2024
Novel physics informed-neural networks for estimation of hydraulic conductivity of green infrastructure as a performance metric by solving Richards-Richardson PDE.
Neural Comput. Appl., April, 2024
Multistatic-Radar RCS-Signature Recognition of Aerial Vehicles: A Bayesian Fusion Approach.
CoRR, 2024
2023
Corticomorphic Hybrid CNN-SNN Architecture for EEG-based Low-footprint Low-latency Auditory Attention Detection.
CoRR, 2023
Predicting Recovery from Coma Following Cardiac Arrest with a Reduced Set of EEG Channels.
Proceedings of the Computing in Cardiology, 2023
2022
Automated Pain Assessment in Children Using Electrodermal Activity and Video Data Fusion via Machine Learning.
IEEE Trans. Biomed. Eng., 2022
Pattern Recognit. Lett., 2022
Stopping Criterion Design for Recursive Bayesian Classification: Analysis and Decision Geometry.
IEEE Trans. Pattern Anal. Mach. Intell., 2022
Towards remote monitoring of dynamic arm supports for individuals with Duchenne muscular dystrophy using 3D accelerometry.
Expert Syst. Appl., 2022
Using Neurofeedback from Steady-State Visual Evoked Potentials to Target Affect-Biased Attention in Augmented Reality.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022
2021
IEEE Trans. Smart Grid, 2021
IEEE Signal Process. Lett., 2021
Person-dependent seizure detection using statistical CUSUM detector: Preliminary results.
Expert Syst. Appl., 2021
Target Detection via Cognitive Radars Using Change-Point Detection, Learning, and Adaptation.
Circuits Syst. Signal Process., 2021
EEG-based texture roughness classification in active tactile exploration with invariant representation learning networks.
Biomed. Signal Process. Control., 2021
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
2020
Analysis of multimodal physiological signals within and between individuals to predict psychological challenge vs. threat.
Expert Syst. Appl., 2020
Active Recursive Bayesian Inference with Posterior Trajectory Analysis Using α-Divergence.
CoRR, 2020
Optimal modality selection using information transfer rate for event related potential driven brain computer interfaces.
Proceedings of the PETRA '20: The 13th PErvasive Technologies Related to Assistive Environments Conference, Corfu, Greece, June 30, 2020
Clutter Identification Based on Sparse Recovery and L1-Type Probabilistic Distance Measures.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
2019
Signal Process., 2019
EEG-based functional connectivity to analyze motor recovery after stroke: A pilot study.
Biomed. Signal Process. Control., 2019
Mutual Information for Transfer Learning in SSVEP Hybrid EEG-fTCD Brain-Computer Interfaces.
Proceedings of the 2019 9th International IEEE/EMBS Conference on Neural Engineering (NER), 2019
A Machine Learning Approach for Classifying Faults in Microgrids using Wavelet Decomposition.
Proceedings of the 29th IEEE International Workshop on Machine Learning for Signal Processing, 2019
Proceedings of the 29th IEEE International Workshop on Machine Learning for Signal Processing, 2019
Dynamic System Identification For Guidance Of Stimulation Parameters In Haptic Simulation Environments.
Proceedings of the 29th IEEE International Workshop on Machine Learning for Signal Processing, 2019
Proceedings of the IEEE International Conference on Acoustics, 2019
Bhattacharyya Distance-based Transfer Learning for a Hybrid EEG-FTCD Brain-computer Interface.
Proceedings of the IEEE International Conference on Acoustics, 2019
2018
J. Signal Process. Syst., 2018
Automatic Early-Onset Free Flap Failure Detection for Implantable Biomedical Devices.
IEEE Trans. Biomed. Eng., 2018
Simple, Transparent, and Flexible Automated Quality Assessment Procedures for Ambulatory Electrodermal Activity Data.
IEEE Trans. Biomed. Eng., 2018
IEEE Signal Process. Lett., 2018
IEEE Trans. Pattern Anal. Mach. Intell., 2018
Applications of sparse recovery and dictionary learning to enhance analysis of ambulatory electrodermal activity data.
Biomed. Signal Process. Control., 2018
Biomed. Signal Process. Control., 2018
Proceedings of the 2018 World Automation Congress, 2018
Towards Automated Pain Detection in Children Using Facial and Electrodermal Activity.
Proceedings of the Artificial Intelligence in Health - First International Workshop, 2018
Automated pain detection in facial videos of children using human-assisted transfer learning.
Proceedings of the First Joint Workshop on AI in Health organized as part of the Federated AI Meeting (FAIM 2018), 2018
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
2017
An Active RBSE Framework to Generate Optimal Stimulus Sequences in a BCI for Spelling.
IEEE Trans. Signal Process., 2017
J. Mach. Learn. Res., 2017
Transfer Learning for SSVEP Electroencephalography Based Brain-Computer Interfaces Using Learn++.NSE and Mutual Information.
Entropy, 2017
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017
Proceedings of the 51st Asilomar Conference on Signals, Systems, and Computers, 2017
2016
A Novel Data-Driven Learning Method for Radar Target Detection in Nonstationary Environments.
IEEE Signal Process. Lett., 2016
Proceedings of the 26th IEEE International Workshop on Machine Learning for Signal Processing, 2016
A Kronecker Product Structured EEG Covariance Estimator for a Language Model Assisted-BCI.
Proceedings of the Foundations of Augmented Cognition: Neuroergonomics and Operational Neuroscience, 2016
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016
Proceedings of the 50th Asilomar Conference on Signals, Systems and Computers, 2016
2015
Constrained Maximum Likelihood Estimation of Relative Abundances of Protein Conformation in a Heterogeneous Mixture From Small Angle X-Ray Scattering Intensity Measurements.
IEEE Trans. Signal Process., 2015
IEEE Signal Process. Lett., 2015
IEEE Signal Process. Lett., 2015
Proceedings of the 25th IEEE International Workshop on Machine Learning for Signal Processing, 2015
Proceedings of the 25th IEEE International Workshop on Machine Learning for Signal Processing, 2015
Active learning for efficient querying from a human oracle with noisy response in a language-model assisted brain computer interface.
Proceedings of the 25th IEEE International Workshop on Machine Learning for Signal Processing, 2015
The Effect of Limiting Trial Count in Context Aware BCIs: A Case Study with Language Model Assisted Spelling.
Proceedings of the Foundations of Augmented Cognition, 2015
2014
Moving towards a real-time system for automatically recognizing stereotypical motor movements in individuals on the autism spectrum using wireless accelerometry.
Proceedings of the 2014 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2014
Proceedings of the 48th Asilomar Conference on Signals, Systems and Computers, 2014
2013
Proceedings of the Foundations of Augmented Cognition, 2013
2011
IEEE Trans. Signal Process., 2011
IEEE Trans. Signal Process., 2011
IEEE Trans. Aerosp. Electron. Syst., 2011
2010
IEEE Trans. Signal Process., 2010
Proceedings of the IEEE International Conference on Acoustics, 2010
2008
Proceedings of the 42nd Asilomar Conference on Signals, Systems and Computers, 2008