Abu Hasnat Mohammad Rubaiyat

About Abu Hasnat Mohammad Rubaiyat

Abu Hasnat Mohammad Rubaiyat, With an exceptional h-index of 8 and a recent h-index of 7 (since 2020), a distinguished researcher at University of Virginia, specializes in the field of Signal and Image Processing, Machine Learning, Pattern Recognition, Mathematical Modeling.

His recent articles reflect a diverse array of research interests and contributions to the field:

Linear optimal transport subspaces for point set classification

Data-driven Identification of Parametric Governing Equations of Dynamical Systems Using the Signed Cumulative Distribution Transform

End-to-end signal classification in signed cumulative distribution transform space

The Radon Signed Cumulative Distribution Transform and its applications in classification of Signed Images

Invariance encoding in sliced-Wasserstein space for image classification with limited training data

Predicting Malignancy of Breast Imaging Findings Using Quantitative Analysis of Contrast-Enhanced Mammography (CEM)

A sliced-Wasserstein distance-based approach for out-of-class-distribution detection

Nearest Subspace Search in The Signed Cumulative Distribution Transform Space for 1D Signal Classification

Abu Hasnat Mohammad Rubaiyat Information

University

Position

Graduate Research Assistant ECE

Citations(all)

356

Citations(since 2020)

330

Cited By

90

hIndex(all)

8

hIndex(since 2020)

7

i10Index(all)

7

i10Index(since 2020)

6

Email

University Profile Page

Google Scholar

Abu Hasnat Mohammad Rubaiyat Skills & Research Interests

Signal and Image Processing

Machine Learning

Pattern Recognition

Mathematical Modeling

Top articles of Abu Hasnat Mohammad Rubaiyat

Linear optimal transport subspaces for point set classification

2024/3/22

Mohammad Shifat-E-Rabbi
Mohammad Shifat-E-Rabbi

H-Index: 5

Yan Zhuang
Yan Zhuang

H-Index: 4

Abu Hasnat Mohammad Rubaiyat
Abu Hasnat Mohammad Rubaiyat

H-Index: 3

Data-driven Identification of Parametric Governing Equations of Dynamical Systems Using the Signed Cumulative Distribution Transform

Computer Methods in Applied Mechanics and Engineering

2024/3/15

Abu Hasnat Mohammad Rubaiyat
Abu Hasnat Mohammad Rubaiyat

H-Index: 3

Nathan Geib
Nathan Geib

H-Index: 1

End-to-end signal classification in signed cumulative distribution transform space

IEEE Transactions on Pattern Analysis and Machine Intelligence

2024/3/1

The Radon Signed Cumulative Distribution Transform and its applications in classification of Signed Images

arXiv preprint arXiv:2307.15339

2023/7/28

Le Gong
Le Gong

H-Index: 8

Abu Hasnat Mohammad Rubaiyat
Abu Hasnat Mohammad Rubaiyat

H-Index: 3

Invariance encoding in sliced-Wasserstein space for image classification with limited training data

Pattern Recognition

2023/5/1

Predicting Malignancy of Breast Imaging Findings Using Quantitative Analysis of Contrast-Enhanced Mammography (CEM)

Diagnostics

2023/3

Abu Hasnat Mohammad Rubaiyat
Abu Hasnat Mohammad Rubaiyat

H-Index: 3

A sliced-Wasserstein distance-based approach for out-of-class-distribution detection

arXiv preprint arXiv:2302.01459

2023/2/2

Abu Hasnat Mohammad Rubaiyat
Abu Hasnat Mohammad Rubaiyat

H-Index: 3

Yan Zhuang
Yan Zhuang

H-Index: 4

Nearest Subspace Search in The Signed Cumulative Distribution Transform Space for 1D Signal Classification

2022/5

Abu Hasnat Mohammad Rubaiyat
Abu Hasnat Mohammad Rubaiyat

H-Index: 3

Mohammad Shifat-E-Rabbi
Mohammad Shifat-E-Rabbi

H-Index: 5

Yan Zhuang
Yan Zhuang

H-Index: 4

Local sliced-wasserstein feature sets for illumination-invariant face recognition

arXiv preprint arXiv:2202.10642

2022/2/22

Yan Zhuang
Yan Zhuang

H-Index: 4

Xuwang Yin
Xuwang Yin

H-Index: 6

Abu Hasnat Mohammad Rubaiyat
Abu Hasnat Mohammad Rubaiyat

H-Index: 3

Geodesic Properties of a Generalized Wasserstein Embedding for Time Series Analysis

2022

Abu Hasnat Mohammad Rubaiyat
Abu Hasnat Mohammad Rubaiyat

H-Index: 3

Massive image-based single-cell profiling reveals high levels of circulating platelet aggregates in patients with COVID-19

Nature communications

2021/12/9

Radon cumulative distribution transform subspace modeling for image classification

Journal of mathematical imaging and vision

2021/11

Understanding microvascular thrombosis in COVID-19 via massive single-cell imaging of circulating platelets (preprint)

medRxiv

2021/5/3

Parametric signal estimation using the cumulative distribution transform

IEEE Transactions on Signal Processing

2020/5/25

Abu Hasnat Mohammad Rubaiyat
Abu Hasnat Mohammad Rubaiyat

H-Index: 3

See List of Professors in Abu Hasnat Mohammad Rubaiyat University(University of Virginia)

Co-Authors

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