Murat Akçakaya

90 papers Misc 10Journal 55Unranked 24

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Adversarial Debiasing for Equitable and Fair Detection of Acute Coronary Syndrome Using 12-Lead ECG. IEEE Trans. Biomed. Eng. Rui Qi Ji, Nathan T. Riek, Zeineb Bouzid, Karina Kraevsky-Philips, Tanmay A. Gokhale, Jessica K. Zègre-Hemsey, Gilles Clermont, Samir Saba, Christian Martin-Gill, Clifton W. Callaway, Murat Akçakaya, Ervin Sejdic, Salah S. Al-Zaiti
2026	J	`jnl`	Physics-informed neural networks for evaluating infiltration capacity in nonhomogeneous soils: advancing green infrastructure performance monitoring. Neural Comput. Appl. Mahmoud Elkhadrawi, Carla Ng, Daniel J. Bain, Kimberley A. Gray, Murat Akçakaya
2025	J	`jnl`	Continuously Optimizing Radar Placement With Model-Predictive Path Integrals. IEEE Trans. Aerosp. Electron. Syst. Michael Potter, Shuo Tang, Paul Ghanem, Milica Stojanovic, Pau Closas, Murat Akçakaya, Ben Wright, Marius Necsoiu, Deniz Erdogmus, Michael Everett, Tales Imbiriba
2025	J	`jnl`	ECG-SMART-NET: A Deep Learning Architecture for Precise ECG Diagnosis of Occlusion Myocardial Infarction. IEEE Trans. Biomed. Eng. Nathan T. Riek, Murat Akçakaya, Zeineb Bouzid, Tanmay A. Gokhale, Stephanie Helman, Karina Kraevsky-Philips, Rui Qi Ji, Ervin Sejdic, Jessica K. Zègre-Hemsey, Christian Martin-Gill, Clifton W. Callaway, Samir Saba, Salah S. Al-Zaiti
2025	J	`jnl`	Enhancing stroke recovery assessment: A machine learning approach to real-world hand function analysis. Int. J. Medical Informatics Janmesh Ukey, Christian Rogers, Scott Uhlrich, Murat Akçakaya, Amit Sethi
2025	J	`jnl`	Multistatic-Radar RCS-Signature Recognition of Aerial Vehicles: A Bayesian Fusion Approach. IEEE Trans. Aerosp. Electron. Syst. Michael Potter, Murat Akçakaya, Marius Necsoiu, Gunar Schirner, Deniz Erdogmus, Tales Imbiriba
2025	J	`jnl`	Prediction of atrial fibrillation admissions in arrhythmia naïve patients from structured electronic health record data. BMC Medical Informatics Decis. Mak. Tanmay A. Gokhale, Nirav R. Bhatt, Matthew Starr, Suresh Mulukutla, Floyd Thoma, Murat Akçakaya, Salah S. Al-Zaiti, Raul G. Nogueira, Samir Saba
2025	J	`jnl`	Random Finite Set-Based Mitigation of Radar Range Deception Jamming for Single-Target Tracking. IEEE Trans. Aerosp. Electron. Syst. Helena Calatrava, Aanjhan Ranganathan, Tales Imbiriba, Gunar Schirner, Murat Akçakaya, Pau Closas
2024	J	`jnl`	Continuously Optimizing Radar Placement with Model Predictive Path Integrals. CoRR Michael Potter, Shuo Tang, Paul Ghanem, Milica Stojanovic, Pau Closas, Murat Akçakaya, Ben Wright, Marius Necsoiu, Deniz Erdogmus, Michael Everett, Tales Imbiriba
2024	J	`jnl`	ECG-SMART-NET: A Deep Learning Architecture for Precise ECG Diagnosis of Occlusion Myocardial Infarction. CoRR Nathan T. Riek, Murat Akçakaya, Zeineb Bouzid, Tanmay A. Gokhale, Stephanie Helman, Karina Kraevsky-Philips, Rui Qi Ji, Ervin Sejdic, Jessica K. Zègre-Hemsey, Christian Martin-Gill, Clifton W. Callaway, Samir Saba, Salah S. Al-Zaiti
2024	J	`jnl`	Multistatic-Radar RCS-Signature Recognition of Aerial Vehicles: A Bayesian Fusion Approach. CoRR Michael Potter, Murat Akçakaya, Marius Necsoiu, Gunar Schirner, Deniz Erdogmus, Tales Imbiriba
2024	J	`jnl`	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. Mahmoud Elkhadrawi, Carla Ng, Daniel J. Bain, Emelia E. Sargent, Emma V. Stearsman, Kimberly A. Gray, Murat Akçakaya
2023	J	`jnl`	Corticomorphic Hybrid CNN-SNN Architecture for EEG-based Low-footprint Low-latency Auditory Attention Detection. CoRR Richard Gall, Deniz Kocanaogullari, Murat Akçakaya, Deniz Erdogmus, Rajkumar Kubendran
2023	—	`conf`	Predicting Recovery from Coma Following Cardiac Arrest with a Reduced Set of EEG Channels. CinC Nathan T. Riek, Jonathan Elmer, Salah S. Al-Zaiti, Murat Akçakaya
2022	J	`jnl`	Active recursive Bayesian inference using Rényi information measures. Pattern Recognit. Lett. Yeganeh M. Marghi, Aziz Koçanaogullari, Murat Akçakaya, Deniz Erdogmus
2022	J	`jnl`	Automated Pain Assessment in Children Using Electrodermal Activity and Video Data Fusion via Machine Learning. IEEE Trans. Biomed. Eng. Busra T. Susam, Nathan T. Riek, Murat Akçakaya, Xiaojing Xu, Virginia R. de Sa, Hooman Nezamfar, Damaris Diaz, Kenneth D. Craig, Matthew S. Goodwin, Jeannie S. Huang
2022	J	`jnl`	Reduced Order Model of Transactive Bidding Loads. IEEE Trans. Smart Grid Boming Liu, Murat Akçakaya, Thomas E. McDermott
2022	J	`jnl`	Stopping Criterion Design for Recursive Bayesian Classification: Analysis and Decision Geometry. IEEE Trans. Pattern Anal. Mach. Intell. Aziz Koçanaogullari, Murat Akçakaya, Deniz Erdogmus
2022	J	`jnl`	Towards remote monitoring of dynamic arm supports for individuals with Duchenne muscular dystrophy using 3D accelerometry. Expert Syst. Appl. Amy Hartman, Mahmoud Elkhadrawi, Sarah McKendry, Murat Akçakaya, Roxanna M. Bendixen
2022	—	`conf`	Using Neurofeedback from Steady-State Visual Evoked Potentials to Target Affect-Biased Attention in Augmented Reality. EMBC Xiaofei Huang, Jennifer Mak, Anna Wears, Rebecca B. Price, Murat Akçakaya, Sarah Ostadabbas, Mary L. Woody
2021	J	`jnl`	Automated Control of Transactive HVACs in Energy Distribution Systems. IEEE Trans. Smart Grid Boming Liu, Murat Akçakaya, Thomas E. McDermott
2021	J	`jnl`	EEG-based Texture Roughness Classification in Active Tactile Exploration with Invariant Representation Learning Networks. CoRR Ozan Özdenizci, Safaa Eldeeb, Andac Demir, Deniz Erdogmus, Murat Akçakaya
2021	J	`jnl`	EEG-based texture roughness classification in active tactile exploration with invariant representation learning networks. Biomed. Signal Process. Control. Ozan Özdenizci, Safaa Eldeeb, Andac Demir, Deniz Erdogmus, Murat Akçakaya
2021	—	`conf`	Fine-tuning and Personalization of EEG-based Neglect Detection in Stroke Patients. EMBC Deniz Kocanaogullari, Xiaofei Huang, Jennifer Mak, Minmei Shih, Elizabeth Skidmore, George F. Wittenberg, Sarah Ostadabbas, Murat Akçakaya
2021	J	`jnl`	Geometric Analysis of Uncertainty Sampling for Dense Neural Network Layer. IEEE Signal Process. Lett. Aziz Koçanaogullari, Niklas Smedemark-Margulies, Murat Akçakaya, Deniz Erdogmus
2021	J	`jnl`	Person-dependent seizure detection using statistical CUSUM detector: Preliminary results. Expert Syst. Appl. Safaa Eldeeb, Matthew Sybeldon, Busra Susam, Murat Akçakaya, Thomas A. Wozny, Jullie Pan, Robert Mark Richardson, Anto Bagic, Arun Antony
2021	J	`jnl`	Target Detection via Cognitive Radars Using Change-Point Detection, Learning, and Adaptation. Circuits Syst. Signal Process. Yijian Xiang, Murat Akçakaya, Satyabrata Sen, Arye Nehorai
2020	J	`jnl`	Active Recursive Bayesian Inference with Posterior Trajectory Analysis Using α-Divergence. CoRR Yeganeh M. Marghi, Aziz Kocanaogullari, Murat Akçakaya, Deniz Erdogmus
2020	J	`jnl`	Analysis of multimodal physiological signals within and between individuals to predict psychological challenge vs. threat. Expert Syst. Appl. Aya Khalaf, Mohsen Nabian, Miaolin Fan, Yu Yin, Jolie B. Wormwood, Erika Siegel, Karen S. Quigley, Lisa Feldman Barrett, Murat Akçakaya, Chun-An Chou, Sarah Ostadabbas
2020	Misc	`conf`	Clutter Identification Based on Sparse Recovery and L1-Type Probabilistic Distance Measures. ICASSP Yuansheng Zhu, Yijian Xiang, Satyabrata Sen, Elise Dagois, Arye Nehorai, Murat Akçakaya
2020	—	`conf`	EEG-based Neglect Detection for Stroke Patients. EMBC Deniz Kocanaogullari, Jennifer Mak, Jessica Kersey, Aya Khalaf, Sarah Ostadabbas, George F. Wittenberg, Elizabeth Skidmore, Murat Akçakaya
2020	—	`conf`	Optimal modality selection using information transfer rate for event related potential driven brain computer interfaces. PETRA Aziz Koçanaogullari, Murat Akçakaya, Barry Oken, Deniz Erdogmus
2020	J	`jnl`	Stopping Criterion Design for Recursive Bayesian Classification: Analysis and Decision Geometry. CoRR Aziz Kocanaogullari, Murat Akçakaya, Deniz Erdogmus
2019	Misc	`conf`	A History-based Stopping Criterion in Recursive Bayesian State Estimation. ICASSP Yeganeh M. Marghi, Aziz Koçanaogullari, Murat Akçakaya, Deniz Erdogmus
2019	—	`conf`	A Machine Learning Approach for Classifying Faults in Microgrids using Wavelet Decomposition. MLSP Aya Khalaf, Hashim A. Al Hassan, Adam Emes, Murat Akçakaya, Brandon M. Grainger
2019	Misc	`conf`	Bhattacharyya Distance-based Transfer Learning for a Hybrid EEG-FTCD Brain-computer Interface. ICASSP Elise Dagois, Aya Khalaf, Ervin Sejdic, Murat Akçakaya
2019	—	`conf`	Dynamic System Identification For Guidance Of Stimulation Parameters In Haptic Simulation Environments. MLSP Andac Demir, Safaa Eldeeb, Murat Akçakaya, Deniz Erdogmus
2019	—	`conf`	EEG-Based Texture Classification During Active Touch. MLSP Safaa Eldeeb, Jordyn Ting, Deniz Erdogmus, Douglas J. Weber, Murat Akçakaya
2019	J	`jnl`	EEG-based functional connectivity to analyze motor recovery after stroke: A pilot study. Biomed. Signal Process. Control. Safaa Eldeeb, Murat Akçakaya, Matthew Sybeldon, Stephen T. Foldes, Emiliano Santarnecchi, Alvaro Pascual-Leone, Amit Sethi
2019	—	`conf`	Mutual Information for Transfer Learning in SSVEP Hybrid EEG-fTCD Brain-Computer Interfaces. NER Aya Khalaf, Ervin Sejdic, Murat Akçakaya
2019	J	`jnl`	Target tracking via recursive Bayesian state estimation in cognitive radar networks. Signal Process. Yijian Xiang, Murat Akçakaya, Satyabrata Sen, Deniz Erdogmus, Arye Nehorai
2018	J	`jnl`	A Probabilistic Active Learning Algorithm Based on Fisher Information Ratio. IEEE Trans. Pattern Anal. Mach. Intell. Jamshid Sourati, Murat Akçakaya, Deniz Erdogmus, Todd K. Leen, Jennifer G. Dy
2018	—	`conf`	An Adaptive Proportional BCI-Controller for Linear Dynamic Systems. WAC Golnaz Eftekhari Yazdi, Hooman Nezamfar, Mohammad Moghadamfalahi, Murat Akçakaya, Bahram Shafai, Deniz Erdogmus
2018	J	`jnl`	Applications of sparse recovery and dictionary learning to enhance analysis of ambulatory electrodermal activity data. Biomed. Signal Process. Control. Malia Kelsey, Murat Akçakaya, Ian R. Kleckner, Richard Vincent Palumbo, Lisa Feldman Barrett, Karen S. Quigley, Matthew S. Goodwin
2018	—	`conf`	Automated Pain Assessment using Electrodermal Activity Data and Machine Learning. EMBC Busra T. Susam, Murat Akçakaya, Hooman Nezamfar, Damaris Diaz, Xiaojing Xu, Virginia R. de Sa, Kenneth D. Craig, Jeannie S. Huang, Matthew S. Goodwin
2018	—	`conf`	Automated Pain Detection in Facial Videos of Children Using Human-Assisted Transfer Learning. AIH@IJCAI (Revised Selected Papers) Xiaojing Xu, Kenneth D. Craig, Damaris Diaz, Matthew S. Goodwin, Murat Akçakaya, Büsra Tugçe Susam, Jeannie S. Huang, Virginia R. de Sa
2018	—	`conf`	Automated pain detection in facial videos of children using human-assisted transfer learning. AIH@IJCAI Xiaojing Xu, Kenneth Craig, Damaris Diaz, Matthew S. Goodwin, Murat Akçakaya, Busra Susam, Jeannie Huang, Virginia R. de Sa
2018	J	`jnl`	Automatic Early-Onset Free Flap Failure Detection for Implantable Biomedical Devices. IEEE Trans. Biomed. Eng. Michael A. Rothfuss, Nicholas G. Franconi, Alexander Star, Murat Akçakaya, Michael L. Gimbel, Ervin Sejdic
2018	J	`jnl`	Dirichlet Priors for MAP Inference of Protein Conformation Abundances from SAXS. J. Signal Process. Syst. A. Emre Onuk, Murat Akçakaya, Jaydeep P. Bardhan, Deniz Erdogmus, Dana H. Brooks, Lee Makowski
2018	J	`jnl`	EEG-assisted modulation of sound sources in the auditory scene. Biomed. Signal Process. Control. Marzieh Haghighi, Mohammad Moghadamfalahi, Murat Akçakaya, Deniz Erdogmus
2018	J	`jnl`	On Analysis of Active Querying for Recursive State Estimation. IEEE Signal Process. Lett. Aziz Kocanaogullari, Deniz Erdogmus, Murat Akçakaya
2018	J	`jnl`	Optimal Query Selection Using Multi-Armed Bandits. IEEE Signal Process. Lett. Aziz Kocanaogullari, Yeganeh M. Marghi, Murat Akçakaya, Deniz Erdogmus
2018	J	`jnl`	Simple, Transparent, and Flexible Automated Quality Assessment Procedures for Ambulatory Electrodermal Activity Data. IEEE Trans. Biomed. Eng. Ian R. Kleckner, Rebecca M. Jones, Oliver Wilder-Smith, Jolie B. Wormwood, Murat Akçakaya, Karen S. Quigley, Catherine Lord, Matthew S. Goodwin
2018	—	`conf`	Towards Automated Pain Detection in Children Using Facial and Electrodermal Activity. AIH@IJCAI (Revised Selected Papers) Xiaojing Xu, Büsra Tugçe Susam, Hooman Nezamfar, Damaris Diaz, Kenneth D. Craig, Matthew S. Goodwin, Murat Akçakaya, Jeannie S. Huang, Virginia R. de Sa
2018	—	`conf`	Towards automated pain detection in children using facial and electrodermal activity. AIH@IJCAI Xiaojing Xu, Busra Susam, Hooman Nezamfar, Kenneth Craig, Damaris Diaz, Jeannie Huang, Matthew S. Goodwin, Murat Akçakaya, Virginia R. de Sa
2017	J	`jnl`	An Active RBSE Framework to Generate Optimal Stimulus Sequences in a BCI for Spelling. IEEE Trans. Signal Process. Mohammad Moghadamfalahi, Murat Akçakaya, Hooman Nezamfar, Jamshid Sourati, Deniz Erdogmus
2017	J	`jnl`	Asymptotic Analysis of Objectives Based on Fisher Information in Active Learning. J. Mach. Learn. Res. Jamshid Sourati, Murat Akçakaya, Todd K. Leen, Deniz Erdogmus, Jennifer G. Dy
2017	Misc	`conf`	Decoding emotional experiences through physiological signal processing. ICASSP Maria S. Perez-Rosero, Behnaz Rezaei, Murat Akçakaya, Sarah Ostadabbas
2017	J	`jnl`	Spatio-temporal EEG models for brain interfaces. Signal Process. Paula Gonzalez-Navarro, Mohammad Moghadamfalahi, Murat Akçakaya, Deniz Erdogmus
2017	Misc	`conf`	Target tracking via recursive Bayesian state estimation in radar networks. ACSSC Yijian Xiang, Murat Akçakaya, Satyabrata Sen, Deniz Erdogmus, Arye Nehorai
2017	J	`jnl`	Transfer Learning for SSVEP Electroencephalography Based Brain-Computer Interfaces Using Learn++.NSE and Mutual Information. Entropy Matthew Sybeldon, Lukas Schmit, Murat Akçakaya
2017	Misc	`conf`	Transfer learning for EEG based BCI using LEARN++.NSE and mutual information. ICASSP Matthew Sybeldon, Lukas Schmit, Ervin Sejdic, Murat Akçakaya
2016	—	`conf`	A Kronecker Product Structured EEG Covariance Estimator for a Language Model Assisted-BCI. HCI (13) Paula Gonzalez-Navarro, Mohammad Moghadamfalahi, Murat Akçakaya, Deniz Erdogmus
2016	J	`jnl`	A Novel Data-Driven Learning Method for Radar Target Detection in Nonstationary Environments. IEEE Signal Process. Lett. Murat Akçakaya, Satyabrata Sen, Arye Nehorai
2016	J	`jnl`	An Active RBSE Framework to Generate Optimal Stimulus Sequences in a BCI for Spelling. CoRR Mohammad Moghadamfalahi, Murat Akçakaya, Hooman Nezamfar, Jamshid Sourati, Deniz Erdogmus
2016	Misc	`conf`	An EEG and fTCD based BCI for control. ACSSC Aya Khalaf, Matthew Sybeldon, Ervin Sejdic, Murat Akçakaya
2016	—	`conf`	Assessing subsets of analytes in context of detecting laboratory errors. EMBC Jamshid Sourati, Steven C. Kazmierczak, Murat Akçakaya, Jennifer G. Dy, Todd K. Leen, Deniz Erdogmus
2016	J	`jnl`	Asymptotic Analysis of Objectives based on Fisher Information in Active Learning. CoRR Jamshid Sourati, Murat Akçakaya, Todd K. Leen, Deniz Erdogmus, Jennifer G. Dy
2016	J	`jnl`	Classification Active Learning Based on Mutual Information. Entropy Jamshid Sourati, Murat Akçakaya, Jennifer G. Dy, Todd K. Leen, Deniz Erdogmus
2016	J	`jnl`	Decoding Emotional Experience through Physiological Signal Processing. CoRR Maria S. Perez-Rosero, Behnaz Rezaei, Murat Akçakaya, Sarah Ostadabbas
2016	—	`conf`	Toward a brain interface for tracking attended auditory sources. MLSP Marzieh Haghighi, Mohammad Moghadamfalahi, Hooman Nezamfar, Murat Akçakaya, Deniz Erdogmus
2015	—	`ed.`	25th IEEE International Workshop on Machine Learning for Signal Processing, MLSP 2015, Boston, MA, USA, September 17-20, 2015 MLSP Deniz Erdogmus, Murat Akçakaya, Suleyman Serdar Kozat, Jan Larsen
2015	J	`jnl`	A Bayesian Framework for Intent Detection and Stimulation Selection in SSVEP BCIs. IEEE Signal Process. Lett. Matt Higger, Murat Akçakaya, Hooman Nezamfar, Gerald LaMountain, Umut Orhan, Deniz Erdogmus
2015	—	`conf`	A novel delta check method for detecting laboratory errors. MLSP Jamshid Sourati, Deniz Erdogmus, Murat Akçakaya, Steven C. Kazmierczak, Todd K. Leen
2015	—	`conf`	Active learning for efficient querying from a human oracle with noisy response in a language-model assisted brain computer interface. MLSP Mohammad Moghadamfalahi, Jamshid Sourati, Murat Akçakaya, Hooman Nezamfar, Marzieh Haghighi, Deniz Erdogmus
2015	J	`jnl`	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. A. Emre Onuk, Murat Akçakaya, Jaydeep P. Bardhan, Deniz Erdogmus, Dana H. Brooks, Lee Makowski
2015	—	`conf`	Maximum a posteriori estimation of relative abundances of protein conformations. MLSP A. Emre Onuk, Murat Akçakaya, Jaydeep P. Bardhan, Deniz Erdogmus, Dana H. Brooks, Lee Makowski
2015	J	`jnl`	Minor Surfaces are Boundaries of Mode-Based Clusters. IEEE Signal Process. Lett. Esra Ataer Cansizoglu, Murat Akçakaya, Deniz Erdogmus
2015	—	`conf`	The Effect of Limiting Trial Count in Context Aware BCIs: A Case Study with Language Model Assisted Spelling. HCI (15) Mohammad Moghadamfalahi, Paula Gonzalez-Navarro, Murat Akçakaya, Umut Orhan, Deniz Erdogmus
2014	J	`jnl`	Manifold learning by preserving distance orders. Pattern Recognit. Lett. Esra Ataer Cansizoglu, Murat Akçakaya, Umut Orhan, Deniz Erdogmus
2014	Misc	`conf`	Moving towards a real-time system for automatically recognizing stereotypical motor movements in individuals on the autism spectrum using wireless accelerometry. UbiComp Matthew S. Goodwin, Marzieh Haghighi, Qu Tang, Murat Akçakaya, Deniz Erdogmus, Stephen S. Intille
2014	Misc	`conf`	Utilization of temporal trial dependency in ERP based BCIs. ACSSC Umut Orhan, Delia Fernandez-Canellas, Murat Akçakaya, Dana H. Brooks, Deniz Erdogmus
2013	J	`jnl`	A Robust Fusion Algorithm for Sensor Failure. IEEE Signal Process. Lett. Matt Higger, Murat Akçakaya, Deniz Erdogmus
2013	—	`conf`	Robust Classification in RSVP Keyboard. HCI (24) Matt Higger, Murat Akçakaya, Umut Orhan, Deniz Erdogmus
2011	J	`jnl`	Adaptive MIMO Radar Design and Detection in Compound-Gaussian Clutter. IEEE Trans. Aerosp. Electron. Syst. Murat Akçakaya, Arye Nehorai
2011	J	`jnl`	Biologically Inspired Coupled Antenna Array for Direction-of-Arrival Estimation. IEEE Trans. Signal Process. Murat Akçakaya, Carlos H. Muravchik, Arye Nehorai
2011	J	`jnl`	MIMO Radar Sensitivity Analysis for Target Detection. IEEE Trans. Signal Process. Murat Akçakaya, Arye Nehorai
2010	J	`jnl`	MIMO radar detection and adaptive design under a phase synchronization mismatch. IEEE Trans. Signal Process. Murat Akçakaya, Arye Nehorai
2010	Misc	`conf`	MIMO radar detection under phase synchronization errors. ICASSP Murat Akçakaya, Arye Nehorai
2008	—	`conf`	MIMO radar detection of targets in compound-Gaussian clutter. ACSCC Murat Akçakaya, Martin Hurtado, Arye Nehorai