Murat Akçakaya

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 63

Top Topics

Mutual Information

Target Tracking

Bayesian Inference

Top Venues

IEEE Signal Process. Lett.

Publications

Nathan T. Riek, Murat Akçakaya, Zeineb Bouzid, Tanmay Gokhale, Stephanie Helman, Karina Kraevsky-Philips, Rui Qi Ji, Ervin Sejdic, Jessica K. Zègre-Hemsey, Christian Martin-Gill, Clifton W. Callaway, Samir Saba, Salah Al-Zaiti
ECG-SMART-NET: A Deep Learning Architecture for Precise ECG Diagnosis of Occlusion Myocardial Infarction. CoRR (2024)
Michael Potter, Murat Akçakaya, Marius Necsoiu, Gunar Schirner, Deniz Erdogmus, Tales Imbiriba
Multistatic-Radar RCS-Signature Recognition of Aerial Vehicles: A Bayesian Fusion Approach. CoRR (2024)
Michael Potter, Shuo Tang, Paul Ghanem, Milica Stojanovic, Pau Closas, Murat Akçakaya, Ben Wright, Marius Necsoiu, Deniz Erdogmus, Michael Everett, Tales Imbiriba
Continuously Optimizing Radar Placement with Model Predictive Path Integrals. CoRR (2024)
Mahmoud Elkhadrawi, Carla Ng, Daniel J. Bain, Emelia E. Sargent, Emma V. Stearsman, Kimberly A. Gray, Murat Akçakaya
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. 36 (10) (2024)
Richard Gall, Deniz Kocanaogullari, Murat Akçakaya, Deniz Erdogmus, Rajkumar Kubendran
Corticomorphic Hybrid CNN-SNN Architecture for EEG-based Low-footprint Low-latency Auditory Attention Detection. CoRR (2023)
Nathan T. Riek, Jonathan Elmer, Salah Al-Zaiti, Murat Akçakaya
Predicting Recovery from Coma Following Cardiac Arrest with a Reduced Set of EEG Channels. CinC (2023)
Aziz Koçanaogullari, Murat Akçakaya, Deniz Erdogmus
Stopping Criterion Design for Recursive Bayesian Classification: Analysis and Decision Geometry. IEEE Trans. Pattern Anal. Mach. Intell. 44 (9) (2022)
Amy Hartman, Mahmoud Elkhadrawi, Sarah McKendry, Murat Akçakaya, Roxanna M. Bendixen
Towards remote monitoring of dynamic arm supports for individuals with Duchenne muscular dystrophy using 3D accelerometry. Expert Syst. Appl. 205 (2022)
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
Automated Pain Assessment in Children Using Electrodermal Activity and Video Data Fusion via Machine Learning. IEEE Trans. Biomed. Eng. 69 (1) (2022)
Boming Liu, Murat Akçakaya, Thomas E. McDermott
Reduced Order Model of Transactive Bidding Loads. IEEE Trans. Smart Grid 13 (1) (2022)
Yeganeh M. Marghi, Aziz Koçanaogullari, Murat Akçakaya, Deniz Erdogmus
Active recursive Bayesian inference using Rényi information measures. Pattern Recognit. Lett. 154 (2022)
Xiaofei Huang, Jennifer Mak, Anna Wears, Rebecca B. Price, Murat Akçakaya, Sarah Ostadabbas, Mary L. Woody
Using Neurofeedback from Steady-State Visual Evoked Potentials to Target Affect-Biased Attention in Augmented Reality. EMBC (2022)
Safaa Eldeeb, Matthew Sybeldon, Busra Susam, Murat Akçakaya, Thomas A. Wozny, Jullie Pan, Robert Mark Richardson, Anto Bagic, Arun Antony
Person-dependent seizure detection using statistical CUSUM detector: Preliminary results. Expert Syst. Appl. 184 (2021)
Aziz Koçanaogullari, Niklas Smedemark-Margulies, Murat Akçakaya, Deniz Erdogmus
Geometric Analysis of Uncertainty Sampling for Dense Neural Network Layer. IEEE Signal Process. Lett. 28 (2021)
Deniz Kocanaogullari, Xiaofei Huang, Jennifer Mak, Minmei Shih, Elizabeth Skidmore, George F. Wittenberg, Sarah Ostadabbas, Murat Akçakaya
Fine-tuning and Personalization of EEG-based Neglect Detection in Stroke Patients. EMBC (2021)
Boming Liu, Murat Akçakaya, Thomas E. McDermott
Automated Control of Transactive HVACs in Energy Distribution Systems. IEEE Trans. Smart Grid 12 (3) (2021)
Ozan Özdenizci, Safaa Eldeeb, Andac Demir, Deniz Erdogmus, Murat Akçakaya
EEG-based Texture Roughness Classification in Active Tactile Exploration with Invariant Representation Learning Networks. CoRR (2021)
Yijian Xiang, Murat Akçakaya, Satyabrata Sen, Arye Nehorai
Target Detection via Cognitive Radars Using Change-Point Detection, Learning, and Adaptation. Circuits Syst. Signal Process. 40 (1) (2021)
Ozan Özdenizci, Safaa Eldeeb, Andac Demir, Deniz Erdogmus, Murat Akçakaya
EEG-based texture roughness classification in active tactile exploration with invariant representation learning networks. Biomed. Signal Process. Control. 67 (2021)
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
Analysis of multimodal physiological signals within and between individuals to predict psychological challenge vs. threat. Expert Syst. Appl. 140 (2020)
Yeganeh M. Marghi, Aziz Kocanaogullari, Murat Akçakaya, Deniz Erdogmus
Active Recursive Bayesian Inference with Posterior Trajectory Analysis Using α-Divergence. CoRR (2020)
Aziz Koçanaogullari, Murat Akçakaya, Barry Oken, Deniz Erdogmus
Optimal modality selection using information transfer rate for event related potential driven brain computer interfaces. PETRA (2020)
Aziz Kocanaogullari, Murat Akçakaya, Deniz Erdogmus
Stopping Criterion Design for Recursive Bayesian Classification: Analysis and Decision Geometry. CoRR (2020)
Deniz Kocanaogullari, Jennifer Mak, Jessica Kersey, Aya Khalaf, Sarah Ostadabbas, George F. Wittenberg, Elizabeth Skidmore, Murat Akçakaya
EEG-based Neglect Detection for Stroke Patients. EMBC (2020)
Yuansheng Zhu, Yijian Xiang, Satyabrata Sen, Elise Dagois, Arye Nehorai, Murat Akçakaya
Clutter Identification Based on Sparse Recovery and L1-Type Probabilistic Distance Measures. ICASSP (2020)
Yeganeh M. Marghi, Aziz Koçanaogullari, Murat Akçakaya, Deniz Erdogmus
A History-based Stopping Criterion in Recursive Bayesian State Estimation. ICASSP (2019)
Aya Khalaf, Ervin Sejdic, Murat Akçakaya
Mutual Information for Transfer Learning in SSVEP Hybrid EEG-fTCD Brain-Computer Interfaces. NER (2019)
Aya Khalaf, Hashim A. Al Hassan, Adam Emes, Murat Akçakaya, Brandon M. Grainger
A Machine Learning Approach for Classifying Faults in Microgrids using Wavelet Decomposition. MLSP (2019)
Andac Demir, Safaa Eldeeb, Murat Akçakaya, Deniz Erdogmus
Dynamic System Identification For Guidance Of Stimulation Parameters In Haptic Simulation Environments. MLSP (2019)
Yijian Xiang, Murat Akçakaya, Satyabrata Sen, Deniz Erdogmus, Arye Nehorai
Target tracking via recursive Bayesian state estimation in cognitive radar networks. Signal Process. 155 (2019)
Elise Dagois, Aya Khalaf, Ervin Sejdic, Murat Akçakaya
Bhattacharyya Distance-based Transfer Learning for a Hybrid EEG-FTCD Brain-computer Interface. ICASSP (2019)
Safaa Eldeeb, Murat Akçakaya, Matthew Sybeldon, Stephen T. Foldes, Emiliano Santarnecchi, Alvaro Pascual-Leone, Amit Sethi
EEG-based functional connectivity to analyze motor recovery after stroke: A pilot study. Biomed. Signal Process. Control. 49 (2019)
Safaa Eldeeb, Jordyn Ting, Deniz Erdogmus, Douglas J. Weber, Murat Akçakaya
EEG-Based Texture Classification During Active Touch. MLSP (2019)
Malia Kelsey, Murat Akçakaya, Ian R. Kleckner, Richard Vincent Palumbo, Lisa Feldman Barrett, Karen S. Quigley, Matthew S. Goodwin
Applications of sparse recovery and dictionary learning to enhance analysis of ambulatory electrodermal activity data. Biomed. Signal Process. Control. 40 (2018)
Xiaojing Xu, Busra Susam, Hooman Nezamfar, Kenneth Craig, Damaris Diaz, Jeannie Huang, Matthew S. Goodwin, Murat Akçakaya, Virginia R. de Sa
Towards automated pain detection in children using facial and electrodermal activity. AIH@IJCAI (2018)
Ian R. Kleckner, Rebecca M. Jones, Oliver Wilder-Smith, Jolie B. Wormwood, Murat Akçakaya, Karen S. Quigley, Catherine Lord, Matthew S. Goodwin
Simple, Transparent, and Flexible Automated Quality Assessment Procedures for Ambulatory Electrodermal Activity Data. IEEE Trans. Biomed. Eng. 65 (7) (2018)
Xiaojing Xu, Kenneth D. Craig, Damaris Diaz, Matthew S. Goodwin, Murat Akçakaya, Büsra Tugçe Susam, Jeannie S. Huang, Virginia R. de Sa
Automated Pain Detection in Facial Videos of Children Using Human-Assisted Transfer Learning. AIH@IJCAI (Revised Selected Papers) (2018)
Marzieh Haghighi, Mohammad Moghadamfalahi, Murat Akçakaya, Deniz Erdogmus
EEG-assisted modulation of sound sources in the auditory scene. Biomed. Signal Process. Control. 39 (2018)
Michael A. Rothfuss, Nicholas G. Franconi, Alexander Star, Murat Akçakaya, Michael L. Gimbel, Ervin Sejdic
Automatic Early-Onset Free Flap Failure Detection for Implantable Biomedical Devices. IEEE Trans. Biomed. Eng. 65 (10) (2018)
Jamshid Sourati, Murat Akçakaya, Deniz Erdogmus, Todd K. Leen, Jennifer G. Dy
A Probabilistic Active Learning Algorithm Based on Fisher Information Ratio. IEEE Trans. Pattern Anal. Mach. Intell. 40 (8) (2018)
Aziz Kocanaogullari, Yeganeh M. Marghi, Murat Akçakaya, Deniz Erdogmus
Optimal Query Selection Using Multi-Armed Bandits. IEEE Signal Process. Lett. 25 (12) (2018)
Busra T. Susam, Murat Akçakaya, Hooman Nezamfar, Damaris Diaz, Xiaojing Xu, Virginia R. de Sa, Kenneth D. Craig, Jeannie S. Huang, Matthew S. Goodwin
Automated Pain Assessment using Electrodermal Activity Data and Machine Learning. EMBC (2018)
Golnaz Eftekhari Yazdi, Hooman Nezamfar, Mohammad Moghadamfalahi, Murat Akçakaya, Bahram Shafai, Deniz Erdogmus
An Adaptive Proportional BCI-Controller for Linear Dynamic Systems. WAC (2018)
Aziz Kocanaogullari, Deniz Erdogmus, Murat Akçakaya
On Analysis of Active Querying for Recursive State Estimation. IEEE Signal Process. Lett. 25 (6) (2018)
Xiaojing Xu, Kenneth Craig, Damaris Diaz, Matthew S. Goodwin, Murat Akçakaya, Busra Susam, Jeannie Huang, Virginia R. de Sa
Automated pain detection in facial videos of children using human-assisted transfer learning. AIH@IJCAI (2018)
A. Emre Onuk, Murat Akçakaya, Jaydeep P. Bardhan, Deniz Erdogmus, Dana H. Brooks, Lee Makowski
Dirichlet Priors for MAP Inference of Protein Conformation Abundances from SAXS. J. Signal Process. Syst. 90 (2) (2018)
Xiaojing Xu, Büsra Tugçe Susam, Hooman Nezamfar, Damaris Diaz, Kenneth D. Craig, Matthew S. Goodwin, Murat Akçakaya, Jeannie S. Huang, Virginia R. de Sa
Towards Automated Pain Detection in Children Using Facial and Electrodermal Activity. AIH@IJCAI (Revised Selected Papers) (2018)
Maria S. Perez-Rosero, Behnaz Rezaei, Murat Akçakaya, Sarah Ostadabbas
Decoding emotional experiences through physiological signal processing. ICASSP (2017)
Yijian Xiang, Murat Akçakaya, Satyabrata Sen, Deniz Erdogmus, Arye Nehorai
Target tracking via recursive Bayesian state estimation in radar networks. ACSSC (2017)
Matthew Sybeldon, Lukas Schmit, Murat Akçakaya
Transfer Learning for SSVEP Electroencephalography Based Brain-Computer Interfaces Using Learn++.NSE and Mutual Information. Entropy 19 (1) (2017)
Jamshid Sourati, Murat Akçakaya, Todd K. Leen, Deniz Erdogmus, Jennifer G. Dy
Asymptotic Analysis of Objectives Based on Fisher Information in Active Learning. J. Mach. Learn. Res. 18 (2017)
Matthew Sybeldon, Lukas Schmit, Ervin Sejdic, Murat Akçakaya
Transfer learning for EEG based BCI using LEARN++.NSE and mutual information. ICASSP (2017)
Paula Gonzalez-Navarro, Mohammad Moghadamfalahi, Murat Akçakaya, Deniz Erdogmus
Spatio-temporal EEG models for brain interfaces. Signal Process. 131 (2017)
Mohammad Moghadamfalahi, Murat Akçakaya, Hooman Nezamfar, Jamshid Sourati, Deniz Erdogmus
An Active RBSE Framework to Generate Optimal Stimulus Sequences in a BCI for Spelling. IEEE Trans. Signal Process. 65 (20) (2017)
Paula Gonzalez-Navarro, Mohammad Moghadamfalahi, Murat Akçakaya, Deniz Erdogmus
A Kronecker Product Structured EEG Covariance Estimator for a Language Model Assisted-BCI. HCI (13) (2016)
Marzieh Haghighi, Mohammad Moghadamfalahi, Hooman Nezamfar, Murat Akçakaya, Deniz Erdogmus
Toward a brain interface for tracking attended auditory sources. MLSP (2016)
Jamshid Sourati, Murat Akçakaya, Jennifer G. Dy, Todd K. Leen, Deniz Erdogmus
Classification Active Learning Based on Mutual Information. Entropy 18 (2) (2016)
Jamshid Sourati, Steven C. Kazmierczak, Murat Akçakaya, Jennifer G. Dy, Todd K. Leen, Deniz Erdogmus
Assessing subsets of analytes in context of detecting laboratory errors. EMBC (2016)
Murat Akçakaya, Satyabrata Sen, Arye Nehorai
A Novel Data-Driven Learning Method for Radar Target Detection in Nonstationary Environments. IEEE Signal Process. Lett. 23 (5) (2016)
Aya Khalaf, Matthew Sybeldon, Ervin Sejdic, Murat Akçakaya
An EEG and fTCD based BCI for control. ACSSC (2016)
Maria S. Perez-Rosero, Behnaz Rezaei, Murat Akçakaya, Sarah Ostadabbas
Decoding Emotional Experience through Physiological Signal Processing. CoRR (2016)
Mohammad Moghadamfalahi, Murat Akçakaya, Hooman Nezamfar, Jamshid Sourati, Deniz Erdogmus
An Active RBSE Framework to Generate Optimal Stimulus Sequences in a BCI for Spelling. CoRR (2016)
Jamshid Sourati, Murat Akçakaya, Todd K. Leen, Deniz Erdogmus, Jennifer G. Dy
Asymptotic Analysis of Objectives based on Fisher Information in Active Learning. CoRR (2016)
A. Emre Onuk, Murat Akçakaya, Jaydeep P. Bardhan, Deniz Erdogmus, Dana H. Brooks, Lee Makowski
Maximum a posteriori estimation of relative abundances of protein conformations. MLSP (2015)
Mohammad Moghadamfalahi, Jamshid Sourati, Murat Akçakaya, Hooman Nezamfar, Marzieh Haghighi, Deniz Erdogmus
Active learning for efficient querying from a human oracle with noisy response in a language-model assisted brain computer interface. MLSP (2015)
Matt Higger, Murat Akçakaya, Hooman Nezamfar, Gerald LaMountain, Umut Orhan, Deniz Erdogmus
A Bayesian Framework for Intent Detection and Stimulation Selection in SSVEP BCIs. IEEE Signal Process. Lett. 22 (6) (2015)
A. Emre Onuk, Murat Akçakaya, Jaydeep P. Bardhan, Deniz Erdogmus, Dana H. Brooks, Lee Makowski
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. 63 (20) (2015)
Mohammad Moghadamfalahi, Paula Gonzalez-Navarro, Murat Akçakaya, Umut Orhan, Deniz Erdogmus
The Effect of Limiting Trial Count in Context Aware BCIs: A Case Study with Language Model Assisted Spelling. HCI (15) (2015)
Jamshid Sourati, Deniz Erdogmus, Murat Akçakaya, Steven C. Kazmierczak, Todd K. Leen
A novel delta check method for detecting laboratory errors. MLSP (2015)
Esra Ataer Cansizoglu, Murat Akçakaya, Deniz Erdogmus
Minor Surfaces are Boundaries of Mode-Based Clusters. IEEE Signal Process. Lett. 22 (7) (2015)
Esra Ataer Cansizoglu, Murat Akçakaya, Umut Orhan, Deniz Erdogmus
Manifold learning by preserving distance orders. Pattern Recognit. Lett. 38 (2014)
Matthew S. Goodwin, Marzieh Haghighi, Qu Tang, Murat Akçakaya, Deniz Erdogmus, Stephen S. Intille
Moving towards a real-time system for automatically recognizing stereotypical motor movements in individuals on the autism spectrum using wireless accelerometry. UbiComp (2014)
Umut Orhan, Delia Fernandez-Canellas, Murat Akçakaya, Dana H. Brooks, Deniz Erdogmus
Utilization of temporal trial dependency in ERP based BCIs. ACSSC (2014)
Matt Higger, Murat Akçakaya, Umut Orhan, Deniz Erdogmus
Robust Classification in RSVP Keyboard. HCI (24) (2013)
Matt Higger, Murat Akçakaya, Deniz Erdogmus
A Robust Fusion Algorithm for Sensor Failure. IEEE Signal Process. Lett. 20 (8) (2013)
Murat Akçakaya, Arye Nehorai
Adaptive MIMO Radar Design and Detection in Compound-Gaussian Clutter. IEEE Trans. Aerosp. Electron. Syst. 47 (3) (2011)
Murat Akçakaya, Carlos H. Muravchik, Arye Nehorai
Biologically Inspired Coupled Antenna Array for Direction-of-Arrival Estimation. IEEE Trans. Signal Process. 59 (10) (2011)
Murat Akçakaya, Arye Nehorai
MIMO Radar Sensitivity Analysis for Target Detection. IEEE Trans. Signal Process. 59 (7) (2011)
Murat Akçakaya, Arye Nehorai
MIMO radar detection under phase synchronization errors. ICASSP (2010)
Murat Akçakaya, Arye Nehorai
MIMO radar detection and adaptive design under a phase synchronization mismatch. IEEE Trans. Signal Process. 58 (10) (2010)
Murat Akçakaya, Martin Hurtado, Arye Nehorai
MIMO radar detection of targets in compound-Gaussian clutter. ACSCC (2008)