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Murat Akcakaya
Murat Akcakaya
Associate Professor of Electrical Engineering, University of Pittsburgh
Verified email at pitt.edu - Homepage
Title
Cited by
Cited by
Year
Noninvasive brain–computer interfaces for augmentative and alternative communication
M Akcakaya, B Peters, M Moghadamfalahi, AR Mooney, U Orhan, B Oken, ...
IEEE reviews in biomedical engineering 7, 31-49, 2013
1182013
Simple, transparent, and flexible automated quality assessment procedures for ambulatory electrodermal activity data
IR Kleckner, RM Jones, O Wilder-Smith, JB Wormwood, M Akcakaya, ...
IEEE Transactions on Biomedical Engineering 65 (7), 1460-1467, 2017
872017
MIMO radar detection and adaptive design under a phase synchronization mismatch
M Akçakaya, A Nehorai
IEEE Transactions on Signal Processing 58 (10), 4994-5005, 2010
742010
MIMO radar sensitivity analysis for target detection
M Akcakaya, A Nehorai
Radar Conference (RADAR), 2011 IEEE, 2011
732011
Moving towards a real-time system for automatically recognizing stereotypical motor movements in individuals on the autism spectrum using wireless accelerometry
MS Goodwin, M Haghighi, Q Tang, M Akcakaya, D Erdogmus, S Intille
Proceedings of the 2014 ACM international joint conference on pervasive and …, 2014
602014
Machine learning for ECG diagnosis and risk stratification of occlusion myocardial infarction
SS Al-Zaiti, C Martin-Gill, JK Zègre-Hemsey, Z Bouzid, Z Faramand, ...
Nature Medicine 29 (7), 1804-1813, 2023
582023
Automated pain assessment using electrodermal activity data and machine learning
BT Susam, M Akcakaya, H Nezamfar, D Diaz, X Xu, VR de Sa, KD Craig, ...
2018 40th Annual International Conference of the IEEE Engineering in …, 2018
562018
Adaptive MIMO radar design and detection in compound-Gaussian clutter
M Akcakaya, A Nehorai
IEEE Transactions on Aerospace and Electronic Systems 47 (3), 2200-2207, 2011
552011
Automated control of transactive hvacs in energy distribution systems
B Liu, M Akcakaya, TE Mcdermott
IEEE Transactions on Smart Grid 12 (3), 2462-2471, 2020
502020
Language-model assisted brain computer interface for typing: A comparison of matrix and rapid serial visual presentation
M Moghadamfalahi, U Orhan, M Akcakaya, H Nezamfar, M Fried-Oken, ...
IEEE Transactions on Neural Systems and Rehabilitation Engineering 23 (5 …, 2015
442015
Automated pain detection in facial videos of children using human-assisted transfer learning
X Xu, KD Craig, D Diaz, MS Goodwin, M Akcakaya, BT Susam, JS Huang, ...
International Workshop on Artificial Intelligence in Health, 162-180, 2018
382018
Biologically inspired coupled antenna array for direction-of-arrival estimation
M Akcakaya, CH Muravchik, A Nehorai
IEEE transactions on signal processing 59 (10), 4795-4808, 2011
382011
Performance analysis of the Ormia ochracea’s coupled ears
M Akcakaya, A Nehorai
The Journal of the Acoustical Society of America 124 (4), 2100-2105, 2008
382008
Classification active learning based on mutual information
J Sourati, M Akcakaya, JG Dy, TK Leen, D Erdogmus
Entropy 18 (2), 51, 2016
332016
Common spatial pattern and wavelet decomposition for motor imagery EEG-fTCD brain-computer interface
A Khalaf, E Sejdic, M Akcakaya
Journal of Neuroscience Methods 320, 98-106, 2019
322019
Asymptotic analysis of objectives based on fisher information in active learning
J Sourati, M Akcakaya, TK Leen, D Erdogmus, JG Dy
Journal of Machine Learning Research 18 (34), 1-41, 2017
312017
Automated pain assessment in children using electrodermal activity and video data fusion via machine learning
BT Susam, NT Riek, M Akcakaya, X Xu, VR de Sa, H Nezamfar, D Diaz, ...
IEEE Transactions on Biomedical Engineering 69 (1), 422-431, 2021
282021
Recursive bayesian coding for bcis
M Higger, F Quivira, M Akcakaya, M Moghadamfalahi, H Nezamfar, ...
IEEE Transactions on Neural Systems and Rehabilitation Engineering 25 (6 …, 2016
282016
A probabilistic active learning algorithm based on fisher information ratio
J Sourati, M Akcakaya, D Erdogmus, TK Leen, JG Dy
IEEE transactions on pattern analysis and machine intelligence 40 (8), 2023-2029, 2017
272017
Analysis of multimodal physiological signals within and between individuals to predict psychological challenge vs. threat
A Khalaf, M Nabian, M Fan, Y Yin, J Wormwood, E Siegel, KS Quigley, ...
Expert Systems with Applications 140, 112890, 2020
26*2020
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