Elyas Sabeti

25 papers B 4Misc 1Journal 15Unranked 5
YearRankTypeTitle / Venue / Authors
2022 J jnl
A Pattern Dictionary Method for Anomaly Detection.
Entropy
Elyas Sabeti, Sehong Oh, Peter X. K. Song, Alfred O. Hero III
2021 Misc conf
Data Discovery Using Lossless Compression-Based Sparse Representation.
ICASSP
Elyas Sabeti, Peter X. K. Song, Alfred O. Hero III
2021 J jnl
Data Discovery Using Lossless Compression-Based Sparse Representation.
CoRR
Elyas Sabeti, Peter X. K. Song, Alfred O. Hero III
2021 J jnl
Erratum to: Machine learning approaches and databases for prediction of drug-target interaction: a survey paper.
Briefings Bioinform.
Maryam Bagherian, Elyas Sabeti, Kai Wang, Maureen A. Sartor, Zaneta Nikolovska-Coleska, Kayvan Najarian
2021 J jnl
Learning Using Partially Available Privileged Information and Label Uncertainty: Application in Detection of Acute Respiratory Distress Syndrome.
IEEE J. Biomed. Health Informatics
Elyas Sabeti, Joshua Drews, Narathip Reamaroon, Elisa Warner, Michael W. Sjoding, Jonathan Gryak, Kayvan Najarian
2021 J jnl
Machine learning approaches and databases for prediction of drug-target interaction: a survey paper.
Briefings Bioinform.
Maryam Bagherian, Elyas Sabeti, Kai Wang, Maureen A. Sartor, Zaneta Nikolovska-Coleska, Kayvan Najarian
2020 J jnl
Multiple abnormality detection for automatic medical image diagnosis using bifurcated convolutional neural network.
Biomed. Signal Process. Control.
Mohsen Hajabdollahi, Reza Esfandiarpoor, Elyas Sabeti, Nader Karimi, S. M. Reza Soroushmehr, Shadrokh Samavi
2020 B conf
Pattern-Based Analysis of Time Series: Estimation.
ISIT
Elyas Sabeti, Peter X. K. Song, Alfred O. Hero III
2020 J jnl
Pattern-Based Analysis of Time Series: Estimation.
CoRR
Elyas Sabeti, Peter X. K. Song, Alfred O. Hero III
2020 J jnl
Robust segmentation of lung in chest x-ray: applications in analysis of acute respiratory distress syndrome.
BMC Medical Imaging
Narathip Reamaroon, Michael W. Sjoding, Harm Derksen, Elyas Sabeti, Jonathan Gryak, Ryan P. Barbaro, Brian D. Athey, Kayvan Najarian
2019 J jnl
Data Discovery and Anomaly Detection Using Atypicality for Real-Valued Data.
Entropy
Elyas Sabeti, Anders Høst-Madsen
2019 J jnl
Data Discovery and Anomaly Detection Using Atypicality: Theory.
IEEE Trans. Inf. Theory
Anders Høst-Madsen, Elyas Sabeti, Chad Walton
2019 — conf
Detection of Acute Respiratory Distress Syndrome by Incorporation of Label Uncertainty and Partially Available Privileged Information.
EMBC
Elyas Sabeti, Joshua Drews, Narathip Reamaroon, Jonathan Gryak, Michael W. Sjoding, Kayvan Najarian
2019 J jnl
Learning Using Concave and Convex Kernels: Applications in Predicting Quality of Sleep and Level of Fatigue in Fibromyalgia.
Entropy
Elyas Sabeti, Jonathan Gryak, Harm Derksen, Craig Biwer, Sardar Ansari, Howard Isenstein, Anna Kratz, Kayvan Najarian
2018 J jnl
Multiple Abnormality Detection for Automatic Medical Image Diagnosis Using Bifurcated Convolutional Neural Network.
CoRR
Mohsen Hajabdollahi, Reza Esfandiarpoor, Elyas Sabeti, Nader Karimi, Kayvan Najarian, S. M. Reza Soroushmehr, Shadrokh Samavi
2017 J jnl
Atypicality for Heart Rate Variability Using a Pattern-Tree Weighting Method.
CoRR
Elyas Sabeti, Anders Høst-Madsen
2017 J jnl
Data Discovery and Anomaly Detection Using Atypicality: Signal Processing Methods.
CoRR
Elyas Sabeti, Anders Høst-Madsen
2017 J jnl
Data Discovery and Anomaly Detection Using Atypicality: Theory.
CoRR
Anders Høst-Madsen, Elyas Sabeti, Chad Walton
2017 B conf
Enhanced MDL with application to atypicality.
ISIT
Elyas Sabeti, Anders Høst-Madsen
2016 — conf
Atypicality for the class of exponential family.
Allerton
Elyas Sabeti, Anders Høst-Madsen
2016 — conf
How interesting images are: An atypicality approach for social networks.
IEEE BigData
Elyas Sabeti, Anders Høst-Madsen
2016 — conf
Universal data discovery using atypicality.
IEEE BigData
Anders Høst-Madsen, Elyas Sabeti, Chad Walton, Su Jun Lim
2015 B conf
Atypical information theory for real-valued data.
ISIT
Anders Høst-Madsen, Elyas Sabeti
2015 — conf
Atypicality for vector Gaussian models.
GlobalSIP
Elyas Sabeti, Anders Høst-Madsen
2013 B conf
Information theory for atypical sequences.
ITW
Anders Høst-Madsen, Elyas Sabeti, Chad Walton