Murat Akçakaya

Orcid: 0000-0001-5094-1931

According to our database1, Murat Akçakaya authored at least 75 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

Continuously Optimizing Radar Placement with Model Predictive Path Integrals.
CoRR, 2024

ECG-SMART-NET: A Deep Learning Architecture for Precise ECG Diagnosis of Occlusion Myocardial Infarction.
CoRR, 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
Reduced Order Model of Transactive Bidding Loads.
IEEE Trans. Smart Grid, 2022

Automated Pain Assessment in Children Using Electrodermal Activity and Video Data Fusion via Machine Learning.
IEEE Trans. Biomed. Eng., 2022

Active recursive Bayesian inference using Rényi information measures.
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
Automated Control of Transactive HVACs in Energy Distribution Systems.
IEEE Trans. Smart Grid, 2021

Geometric Analysis of Uncertainty Sampling for Dense Neural Network Layer.
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

Fine-tuning and Personalization of EEG-based Neglect Detection in Stroke Patients.
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

EEG-based Neglect Detection for Stroke Patients.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

2019
Target tracking via recursive Bayesian state estimation in cognitive radar networks.
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

EEG-Based Texture Classification During Active Touch.
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

A History-based Stopping Criterion in Recursive Bayesian State Estimation.
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
Dirichlet Priors for MAP Inference of Protein Conformation Abundances from SAXS.
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

Optimal Query Selection Using Multi-Armed Bandits.
IEEE Signal Process. Lett., 2018

On Analysis of Active Querying for Recursive State Estimation.
IEEE Signal Process. Lett., 2018

A Probabilistic Active Learning Algorithm Based on Fisher Information Ratio.
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

EEG-assisted modulation of sound sources in the auditory scene.
Biomed. Signal Process. Control., 2018

An Adaptive Proportional BCI-Controller for Linear Dynamic Systems.
Proceedings of the 2018 World Automation Congress, 2018

Towards automated pain detection in children using facial and electrodermal activity.
Proceedings of the First Joint Workshop on AI in Health organized as part of the Federated AI Meeting (FAIM 2018), 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

Automated Pain Assessment using Electrodermal Activity Data and Machine Learning.
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

Spatio-temporal EEG models for brain interfaces.
Signal Process., 2017

Asymptotic Analysis of Objectives Based on Fisher Information in Active Learning.
J. Mach. Learn. Res., 2017

Transfer Learning for SSVEP Electroencephalography Based Brain-Computer Interfaces Using Learn++.NSE and Mutual Information.
Entropy, 2017

Transfer learning for EEG based BCI using LEARN++.NSE and mutual information.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Decoding emotional experiences through physiological signal processing.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Target tracking via recursive Bayesian state estimation in radar networks.
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

Classification Active Learning Based on Mutual Information.
Entropy, 2016

Decoding Emotional Experience through Physiological Signal Processing.
CoRR, 2016

Toward a brain interface for tracking attended auditory sources.
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

Assessing subsets of analytes in context of detecting laboratory errors.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

An EEG and fTCD based BCI for control.
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

A Bayesian Framework for Intent Detection and Stimulation Selection in SSVEP BCIs.
IEEE Signal Process. Lett., 2015

Minor Surfaces are Boundaries of Mode-Based Clusters.
IEEE Signal Process. Lett., 2015

A novel delta check method for detecting laboratory errors.
Proceedings of the 25th IEEE International Workshop on Machine Learning for Signal Processing, 2015

Maximum a posteriori estimation of relative abundances of protein conformations.
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
Manifold learning by preserving distance orders.
Pattern Recognit. Lett., 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

Utilization of temporal trial dependency in ERP based BCIs.
Proceedings of the 48th Asilomar Conference on Signals, Systems and Computers, 2014

2013
A Robust Fusion Algorithm for Sensor Failure.
IEEE Signal Process. Lett., 2013

Robust Classification in RSVP Keyboard.
Proceedings of the Foundations of Augmented Cognition, 2013

2011
MIMO Radar Sensitivity Analysis for Target Detection.
IEEE Trans. Signal Process., 2011

Biologically Inspired Coupled Antenna Array for Direction-of-Arrival Estimation.
IEEE Trans. Signal Process., 2011

Adaptive MIMO Radar Design and Detection in Compound-Gaussian Clutter.
IEEE Trans. Aerosp. Electron. Syst., 2011

2010
MIMO radar detection and adaptive design under a phase synchronization mismatch.
IEEE Trans. Signal Process., 2010

MIMO radar detection under phase synchronization errors.
Proceedings of the IEEE International Conference on Acoustics, 2010

2008
MIMO radar detection of targets in compound-Gaussian clutter.
Proceedings of the 42nd Asilomar Conference on Signals, Systems and Computers, 2008


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