Elyas Sabeti

Publication Activity (10 Years)

Years Active: 2013-2022
Publications (10 Years): 22

Top Topics

Machine Learning Approaches

Privileged Information

Robust Segmentation

Top Venues

Briefings Bioinform.

Publications

Elyas Sabeti, Sehong Oh, Peter X. K. Song, Alfred O. Hero III
A Pattern Dictionary Method for Anomaly Detection. Entropy 24 (8) (2022)
Elyas Sabeti, Peter X. K. Song, Alfred O. Hero III
Data Discovery Using Lossless Compression-Based Sparse Representation. ICASSP (2021)
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) (2021)
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) (2021)
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) (2021)
Elyas Sabeti, Peter X. K. Song, Alfred O. Hero III
Data Discovery Using Lossless Compression-Based Sparse Representation. CoRR (2021)
Elyas Sabeti, Peter X. K. Song, Alfred O. Hero III
Pattern-Based Analysis of Time Series: Estimation. ISIT (2020)
Elyas Sabeti, Peter X. K. Song, Alfred O. Hero III
Pattern-Based Analysis of Time Series: Estimation. CoRR (2020)
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)
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) (2020)
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) (2019)
Elyas Sabeti, Anders Høst-Madsen
Data Discovery and Anomaly Detection Using Atypicality for Real-Valued Data. Entropy 21 (3) (2019)
Anders Høst-Madsen, Elyas Sabeti, Chad Walton
Data Discovery and Anomaly Detection Using Atypicality: Theory. IEEE Trans. Inf. Theory 65 (9) (2019)
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)
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 (2018)
Elyas Sabeti, Anders Høst-Madsen
Enhanced MDL with application to atypicality. ISIT (2017)
Elyas Sabeti, Anders Høst-Madsen
Data Discovery and Anomaly Detection Using Atypicality: Signal Processing Methods. CoRR (2017)
Anders Høst-Madsen, Elyas Sabeti, Chad Walton
Data Discovery and Anomaly Detection Using Atypicality: Theory. CoRR (2017)
Elyas Sabeti, Anders Høst-Madsen
Atypicality for Heart Rate Variability Using a Pattern-Tree Weighting Method. CoRR (2017)
Elyas Sabeti, Anders Høst-Madsen
How interesting images are: An atypicality approach for social networks. IEEE BigData (2016)
Elyas Sabeti, Anders Høst-Madsen
Atypicality for the class of exponential family. Allerton (2016)
Anders Høst-Madsen, Elyas Sabeti, Chad Walton, Su Jun Lim
Universal data discovery using atypicality. IEEE BigData (2016)
Elyas Sabeti, Anders Høst-Madsen
Atypicality for vector Gaussian models. GlobalSIP (2015)
Anders Høst-Madsen, Elyas Sabeti
Atypical information theory for real-valued data. ISIT (2015)
Anders Høst-Madsen, Elyas Sabeti, Chad Walton
Information theory for atypical sequences. ITW (2013)