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Murat Akçakaya
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2020 – today
- 2024
- [j37]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): 5555-5569 (2024) - [i10]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 abs/2402.17987 (2024) - [i9]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 abs/2405.09567 (2024) - [i8]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 abs/2405.18999 (2024) - 2023
- [c34]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: 1-4 - [i7]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 abs/2307.08501 (2023) - 2022
- [j36]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: 117712 (2022) - [j35]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): 5590-5601 (2022) - [j34]Yeganeh M. Marghi, Aziz Koçanaogullari, Murat Akçakaya, Deniz Erdogmus:
Active recursive Bayesian inference using Rényi information measures. Pattern Recognit. Lett. 154: 90-98 (2022) - [j33]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): 422-431 (2022) - [j32]Boming Liu
, Murat Akçakaya
, Thomas E. McDermott
:
Reduced Order Model of Transactive Bidding Loads. IEEE Trans. Smart Grid 13(1): 667-677 (2022) - [c33]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: 2314-2318 - 2021
- [j31]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: 102507 (2021) - [j30]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): 233-261 (2021) - [j29]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: 115551 (2021) - [j28]Aziz Koçanaogullari, Niklas Smedemark-Margulies, Murat Akçakaya
, Deniz Erdogmus
:
Geometric Analysis of Uncertainty Sampling for Dense Neural Network Layer. IEEE Signal Process. Lett. 28: 867-871 (2021) - [j27]Boming Liu
, Murat Akçakaya
, Thomas E. McDermott
:
Automated Control of Transactive HVACs in Energy Distribution Systems. IEEE Trans. Smart Grid 12(3): 2462-2471 (2021) - [c32]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: 1096-1099 - [i6]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 abs/2102.08976 (2021) - 2020
- [j26]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) - [c31]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: 264-267 - [c30]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: 4772-4776 - [c29]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: 2:1-2:7 - [i5]Yeganeh M. Marghi, Aziz Kocanaogullari, Murat Akçakaya, Deniz Erdogmus:
Active Recursive Bayesian Inference with Posterior Trajectory Analysis Using α-Divergence. CoRR abs/2004.03139 (2020) - [i4]Aziz Kocanaogullari, Murat Akçakaya, Deniz Erdogmus:
Stopping Criterion Design for Recursive Bayesian Classification: Analysis and Decision Geometry. CoRR abs/2007.15568 (2020)
2010 – 2019
- 2019
- [j25]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: 419-426 (2019) - [j24]Yijian Xiang, Murat Akçakaya, Satyabrata Sen
, Deniz Erdogmus, Arye Nehorai:
Target tracking via recursive Bayesian state estimation in cognitive radar networks. Signal Process. 155: 157-169 (2019) - [c28]Elise Dagois, Aya Khalaf, Ervin Sejdic, Murat Akçakaya:
Bhattacharyya Distance-based Transfer Learning for a Hybrid EEG-FTCD Brain-computer Interface. ICASSP 2019: 3082-3086 - [c27]Yeganeh M. Marghi, Aziz Koçanaogullari, Murat Akçakaya, Deniz Erdogmus:
A History-based Stopping Criterion in Recursive Bayesian State Estimation. ICASSP 2019: 3362-3366 - [c26]Andac Demir, Safaa Eldeeb, Murat Akçakaya, Deniz Erdogmus:
Dynamic System Identification For Guidance Of Stimulation Parameters In Haptic Simulation Environments. MLSP 2019: 1-6 - [c25]Safaa Eldeeb, Jordyn Ting, Deniz Erdogmus, Douglas J. Weber, Murat Akçakaya:
EEG-Based Texture Classification During Active Touch. MLSP 2019: 1-6 - [c24]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: 1-6 - [c23]Aya Khalaf, Ervin Sejdic, Murat Akçakaya:
Mutual Information for Transfer Learning in SSVEP Hybrid EEG-fTCD Brain-Computer Interfaces. NER 2019: 941-944 - 2018
- [j23]Marzieh Haghighi, Mohammad Moghadamfalahi, Murat Akçakaya, Deniz Erdogmus:
EEG-assisted modulation of sound sources in the auditory scene. Biomed. Signal Process. Control. 39: 263-270 (2018) - [j22]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: 58-70 (2018) - [j21]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): 2023-2029 (2018) - [j20]Aziz Kocanaogullari
, Deniz Erdogmus, Murat Akçakaya
:
On Analysis of Active Querying for Recursive State Estimation. IEEE Signal Process. Lett. 25(6): 743-747 (2018) - [j19]Aziz Kocanaogullari
, Yeganeh M. Marghi
, Murat Akçakaya
, Deniz Erdogmus
:
Optimal Query Selection Using Multi-Armed Bandits. IEEE Signal Process. Lett. 25(12): 1870-1874 (2018) - [j18]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): 1460-1467 (2018) - [j17]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): 2290-2297 (2018) - [j16]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): 167-174 (2018) - [c22]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: 372-375 - [c21]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: 10-21 - [c20]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: 162-180 - [c19]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: 181-189 - [c18]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: 208-211 - [c17]Golnaz Eftekhari Yazdi, Hooman Nezamfar, Mohammad Moghadamfalahi, Murat Akçakaya, Bahram Shafai, Deniz Erdogmus:
An Adaptive Proportional BCI-Controller for Linear Dynamic Systems. WAC 2018: 1-5 - 2017
- [j15]Matthew Sybeldon, Lukas Schmit, Murat Akçakaya:
Transfer Learning for SSVEP Electroencephalography Based Brain-Computer Interfaces Using Learn++.NSE and Mutual Information. Entropy 19(1): 41 (2017) - [j14]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: 34:1-34:41 (2017) - [j13]Paula Gonzalez-Navarro, Mohammad Moghadamfalahi, Murat Akçakaya, Deniz Erdogmus:
Spatio-temporal EEG models for brain interfaces. Signal Process. 131: 333-343 (2017) - [j12]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): 5381-5392 (2017) - [c16]Yijian Xiang
, Murat Akçakaya, Satyabrata Sen
, Deniz Erdogmus, Arye Nehorai:
Target tracking via recursive Bayesian state estimation in radar networks. ACSSC 2017: 880-884 - [c15]Maria S. Perez-Rosero, Behnaz Rezaei
, Murat Akçakaya, Sarah Ostadabbas:
Decoding emotional experiences through physiological signal processing. ICASSP 2017: 881-885 - [c14]Matthew Sybeldon, Lukas Schmit, Ervin Sejdic, Murat Akçakaya:
Transfer learning for EEG based BCI using LEARN++.NSE and mutual information. ICASSP 2017: 2632-2636 - 2016
- [j11]Jamshid Sourati, Murat Akçakaya, Jennifer G. Dy, Todd K. Leen, Deniz Erdogmus:
Classification Active Learning Based on Mutual Information. Entropy 18(2): 51 (2016) - [j10]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): 762-766 (2016) - [c13]Aya Khalaf, Matthew Sybeldon, Ervin Sejdic, Murat Akçakaya:
An EEG and fTCD based BCI for control. ACSSC 2016: 1285-1289 - [c12]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: 5793-5796 - [c11]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: 35-45 - [c10]Marzieh Haghighi, Mohammad Moghadamfalahi, Hooman Nezamfar, Murat Akçakaya, Deniz Erdogmus:
Toward a brain interface for tracking attended auditory sources. MLSP 2016: 1-5 - [i3]Jamshid Sourati, Murat Akçakaya, Todd K. Leen, Deniz Erdogmus, Jennifer G. Dy:
Asymptotic Analysis of Objectives based on Fisher Information in Active Learning. CoRR abs/1605.08798 (2016) - [i2]Maria S. Perez-Rosero, Behnaz Rezaei, Murat Akçakaya, Sarah Ostadabbas:
Decoding Emotional Experience through Physiological Signal Processing. CoRR abs/1606.00370 (2016) - [i1]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 abs/1607.03578 (2016) - 2015
- [j9]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): 743-747 (2015) - [j8]Esra Ataer Cansizoglu
, Murat Akçakaya, Deniz Erdogmus:
Minor Surfaces are Boundaries of Mode-Based Clusters. IEEE Signal Process. Lett. 22(7): 891-895 (2015) - [j7]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): 5383-5394 (2015) - [c9]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: 281-292 - [c8]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: 1-6 - [c7]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: 1-5 - [c6]Jamshid Sourati, Deniz Erdogmus, Murat Akçakaya, Steven C. Kazmierczak, Todd K. Leen:
A novel delta check method for detecting laboratory errors. MLSP 2015: 1-6 - [e1]Deniz Erdogmus, Murat Akçakaya, Suleyman Serdar Kozat, Jan Larsen:
25th IEEE International Workshop on Machine Learning for Signal Processing, MLSP 2015, Boston, MA, USA, September 17-20, 2015. IEEE 2015, ISBN 978-1-4673-7454-5 [contents] - 2014
- [j6]Esra Ataer Cansizoglu, Murat Akçakaya, Umut Orhan, Deniz Erdogmus:
Manifold learning by preserving distance orders. Pattern Recognit. Lett. 38: 120-131 (2014) - [c5]Umut Orhan, Delia Fernandez-Canellas, Murat Akçakaya, Dana H. Brooks, Deniz Erdogmus:
Utilization of temporal trial dependency in ERP based BCIs. ACSSC 2014: 26-30 - [c4]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: 861-872 - 2013
- [j5]Matt Higger
, Murat Akçakaya, Deniz Erdogmus:
A Robust Fusion Algorithm for Sensor Failure. IEEE Signal Process. Lett. 20(8): 755-758 (2013) - [c3]Matt Higger
, Murat Akçakaya, Umut Orhan, Deniz Erdogmus:
Robust Classification in RSVP Keyboard. HCI (24) 2013: 443-449 - 2011
- [j4]Murat Akçakaya, Arye Nehorai:
Adaptive MIMO Radar Design and Detection in Compound-Gaussian Clutter. IEEE Trans. Aerosp. Electron. Syst. 47(3): 2200-2207 (2011) - [j3]Murat Akçakaya, Arye Nehorai:
MIMO Radar Sensitivity Analysis for Target Detection. IEEE Trans. Signal Process. 59(7): 3241-3250 (2011) - [j2]Murat Akçakaya, Carlos H. Muravchik
, Arye Nehorai:
Biologically Inspired Coupled Antenna Array for Direction-of-Arrival Estimation. IEEE Trans. Signal Process. 59(10): 4795-4808 (2011) - 2010
- [j1]Murat Akçakaya, Arye Nehorai:
MIMO radar detection and adaptive design under a phase synchronization mismatch. IEEE Trans. Signal Process. 58(10): 4994-5005 (2010) - [c2]Murat Akçakaya, Arye Nehorai:
MIMO radar detection under phase synchronization errors. ICASSP 2010: 2578-2581
2000 – 2009
- 2008
- [c1]Murat Akçakaya, Martin Hurtado
, Arye Nehorai:
MIMO radar detection of targets in compound-Gaussian clutter. ACSCC 2008: 208-212
Coauthor Index
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