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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
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
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
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
Reduced Order Model of Transactive Bidding Loads. IEEE Trans. Smart Grid 13(1): 667-677 (2022) - [c33]Xiaofei Huang, Jennifer Mak
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
Person-dependent seizure detection using statistical CUSUM detector: Preliminary results. Expert Syst. Appl. 184: 115551 (2021) - [j28]Aziz Koçanaogullari, Niklas Smedemark-Margulies, Murat Akçakaya
Geometric Analysis of Uncertainty Sampling for Dense Neural Network Layer. IEEE Signal Process. Lett. 28: 867-871 (2021) - [j27]Boming Liu
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
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
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
EEG-based Neglect Detection for Stroke Patients. EMBC 2020: 264-267 - [c30]Yuansheng Zhu
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
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
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
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
A Probabilistic Active Learning Algorithm Based on Fisher Information Ratio. IEEE Trans. Pattern Anal. Mach. Intell. 40(8): 2023-2029 (2018) - [j20]Aziz Kocanaogullari
On Analysis of Active Querying for Recursive State Estimation. IEEE Signal Process. Lett. 25(6): 743-747 (2018) - [j19]Aziz Kocanaogullari
Optimal Query Selection Using Multi-Armed Bandits. IEEE Signal Process. Lett. 25(12): 1870-1874 (2018) - [j18]Ian R. Kleckner
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
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
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
Automated Pain Detection in Facial Videos of Children Using Human-Assisted Transfer Learning. AIH@IJCAI (Revised Selected Papers) 2018: 162-180 - [c19]Xiaojing Xu
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
Target tracking via recursive Bayesian state estimation in radar networks. ACSSC 2017: 880-884 - [c15]Maria S. Perez-Rosero, Behnaz Rezaei
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
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
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
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
A Robust Fusion Algorithm for Sensor Failure. IEEE Signal Process. Lett. 20(8): 755-758 (2013) - [c3]Matt Higger
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
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
MIMO radar detection of targets in compound-Gaussian clutter. ACSCC 2008: 208-212
Coauthor Index
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last updated on 2024-10-07 21:22 CEST by the dblp team
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