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ORCIDElyas Sabeti
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2020 – today
- 2022
[j9]Elyas Sabeti
, Sehong Oh, Peter X. K. Song, Alfred O. Hero III:
A Pattern Dictionary Method for Anomaly Detection. Entropy 24(8): 1095 (2022)- 2021
- [j8]Maryam Bagherian, Elyas Sabeti, Kai Wang, Maureen A. Sartor, Zaneta Nikolovska-Coleska, Kayvan Najarian:
Machine learning approaches and databases for prediction of drug-target interaction: a survey paper. Briefings Bioinform. 22(1): 247-269 (2021) - [j7]Maryam Bagherian, Elyas Sabeti, Kai Wang, Maureen A. Sartor, Zaneta Nikolovska-Coleska, Kayvan Najarian:
Erratum to: Machine learning approaches and databases for prediction of drug-target interaction: a survey paper. Briefings Bioinform. 22(1): 606 (2021) - [j6]Elyas Sabeti, Joshua Drews, Narathip Reamaroon, Elisa Warner, Michael W. Sjoding, Jonathan Gryak, Kayvan Najarian:
Learning Using Partially Available Privileged Information and Label Uncertainty: Application in Detection of Acute Respiratory Distress Syndrome. IEEE J. Biomed. Health Informatics 25(3): 784-796 (2021) - [c10]Elyas Sabeti, Peter X. K. Song, Alfred O. Hero III:
Data Discovery Using Lossless Compression-Based Sparse Representation. ICASSP 2021: 5539-5543 - [i6]Elyas Sabeti, Peter X. K. Song, Alfred O. Hero III:
Data Discovery Using Lossless Compression-Based Sparse Representation. CoRR abs/2103.08765 (2021) - 2020
- [j5]Narathip Reamaroon, Michael W. Sjoding, Harm Derksen, Elyas Sabeti, Jonathan Gryak, Ryan P. Barbaro, Brian D. Athey, Kayvan Najarian:
Robust segmentation of lung in chest x-ray: applications in analysis of acute respiratory distress syndrome. BMC Medical Imaging 20(1): 116 (2020) - [j4]Mohsen Hajabdollahi, Reza Esfandiarpoor, Elyas Sabeti, Nader Karimi, S. M. Reza Soroushmehr, Shadrokh Samavi:
Multiple abnormality detection for automatic medical image diagnosis using bifurcated convolutional neural network. Biomed. Signal Process. Control. 57 (2020) - [c9]Elyas Sabeti, Peter X. K. Song, Alfred O. Hero III:
Pattern-Based Analysis of Time Series: Estimation. ISIT 2020: 1236-1241 - [i5]Elyas Sabeti, Peter X. K. Song, Alfred O. Hero III:
Pattern-Based Analysis of Time Series: Estimation. CoRR abs/2005.00926 (2020)
2010 – 2019
- 2019
- [j3]Elyas Sabeti, Anders Høst-Madsen:
Data Discovery and Anomaly Detection Using Atypicality for Real-Valued Data. Entropy 21(3): 219 (2019) - [j2]Elyas Sabeti, Jonathan Gryak, Harm Derksen, Craig Biwer, Sardar Ansari, Howard Isenstein, Anna Kratz, Kayvan Najarian:
Learning Using Concave and Convex Kernels: Applications in Predicting Quality of Sleep and Level of Fatigue in Fibromyalgia. Entropy 21(5): 442 (2019) - [j1]Anders Høst-Madsen, Elyas Sabeti, Chad Walton:
Data Discovery and Anomaly Detection Using Atypicality: Theory. IEEE Trans. Inf. Theory 65(9): 5302-5322 (2019) - [c8]Elyas Sabeti, Joshua Drews, Narathip Reamaroon, Jonathan Gryak, Michael W. Sjoding, Kayvan Najarian:
Detection of Acute Respiratory Distress Syndrome by Incorporation of Label Uncertainty and Partially Available Privileged Information. EMBC 2019: 1717-1720 - 2018
- [i4]Mohsen Hajabdollahi, Reza Esfandiarpoor, Elyas Sabeti, Nader Karimi, Kayvan Najarian, S. M. Reza Soroushmehr, Shadrokh Samavi:
Multiple Abnormality Detection for Automatic Medical Image Diagnosis Using Bifurcated Convolutional Neural Network. CoRR abs/1809.05831 (2018) - 2017
- [c7]Elyas Sabeti, Anders Høst-Madsen:
Enhanced MDL with application to atypicality. ISIT 2017: 3225-3229 - [i3]Anders Høst-Madsen, Elyas Sabeti, Chad Walton:
Data Discovery and Anomaly Detection Using Atypicality: Theory. CoRR abs/1709.03189 (2017) - [i2]Elyas Sabeti, Anders Høst-Madsen:
Data Discovery and Anomaly Detection Using Atypicality: Signal Processing Methods. CoRR abs/1709.03191 (2017) - [i1]Elyas Sabeti, Anders Høst-Madsen:
Atypicality for Heart Rate Variability Using a Pattern-Tree Weighting Method. CoRR abs/1710.07319 (2017) - 2016
- [c6]Elyas Sabeti, Anders Høst-Madsen:
Atypicality for the class of exponential family. Allerton 2016: 641-648 - [c5]Elyas Sabeti, Anders Høst-Madsen:
How interesting images are: An atypicality approach for social networks. IEEE BigData 2016: 1353-1358 - [c4]Anders Høst-Madsen, Elyas Sabeti, Chad Walton, Su Jun Lim:
Universal data discovery using atypicality. IEEE BigData 2016: 3474-3483 - 2015
- [c3]Elyas Sabeti, Anders Høst-Madsen:
Atypicality for vector Gaussian models. GlobalSIP 2015: 328-332 - [c2]Anders Høst-Madsen, Elyas Sabeti:
Atypical information theory for real-valued data. ISIT 2015: 666-670 - 2013
- [c1]Anders Høst-Madsen, Elyas Sabeti, Chad Walton:
Information theory for atypical sequences. ITW 2013: 1-5
Coauthor Index
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