Samr Ali

Samr Ali

Concordia University

H-index: 11

North America-Canada

About Samr Ali

Samr Ali, With an exceptional h-index of 11 and a recent h-index of 10 (since 2020), a distinguished researcher at Concordia University, specializes in the field of Machine Learning, Internet of Things, Pattern Recognition.

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

Towards scalable deployment of Hidden Markov models in occupancy estimation: A novel methodology applied to the study case of occupancy detection

Hidden Markov Models and their Extensions for Proportional Sequential Data

Bayesian inference for infinite asymmetric Gaussian mixture with feature selection

Efficient Parameter Based Online Object Tracking

Maximum A Posteriori Approximation of Hidden Markov Models for Proportional Sequential Data Modeling With Simultaneous Feature Selection

Online Learning for Beta-Liouville Hidden Markov Models: Incremental Variational Learning for Video Surveillance and Action Recognition

Accurate detection of non-proliferative diabetic retinopathy in optical coherence tomography images using convolutional neural networks

Maximum A Posteriori Approximation of Dirichlet and Beta-Liouville Hidden Markov Models for Proportional Sequential Data Modeling

Samr Ali Information

University

Position

___

Citations(all)

420

Citations(since 2020)

339

Cited By

171

hIndex(all)

11

hIndex(since 2020)

10

i10Index(all)

12

i10Index(since 2020)

10

Email

University Profile Page

Concordia University

Google Scholar

View Google Scholar Profile

Samr Ali Skills & Research Interests

Machine Learning

Internet of Things

Pattern Recognition

Top articles of Samr Ali

Title

Journal

Author(s)

Publication Date

Towards scalable deployment of Hidden Markov models in occupancy estimation: A novel methodology applied to the study case of occupancy detection

Energy and Buildings

Samr Ali

Nizar Bouguila

2022/1/1

Hidden Markov Models and their Extensions for Proportional Sequential Data

Samr Ali

2021/4/13

Bayesian inference for infinite asymmetric Gaussian mixture with feature selection

Soft Computing

Ziyang Song

Samr Ali

Nizar Bouguila

2021/4

Efficient Parameter Based Online Object Tracking

Md Hafizur Rahman

Samr Ali

Nizar Bouguila

2021/7/18

Maximum A Posteriori Approximation of Hidden Markov Models for Proportional Sequential Data Modeling With Simultaneous Feature Selection

IEEE Transactions on Neural Networks and Learning Systems

Samr Ali

Nizar Bouguila

2021/4/30

Online Learning for Beta-Liouville Hidden Markov Models: Incremental Variational Learning for Video Surveillance and Action Recognition

Samr Ali

Nizar Bouguila

2020/10/25

Accurate detection of non-proliferative diabetic retinopathy in optical coherence tomography images using convolutional neural networks

IEEE Access

Mohammed Ghazal

Samr Samir Ali

Ali H Mahmoud

Ahmed M Shalaby

Ayman El-Baz

2020/2/25

Maximum A Posteriori Approximation of Dirichlet and Beta-Liouville Hidden Markov Models for Proportional Sequential Data Modeling

Samr Ali

Nizar Bouguila

2020/10/11

Variational inference of infinite generalized gaussian mixture models with feature selection

Srikanth Amudala

Samr Ali

Nizar Bouguila

2020/10/11

On Maximum A Posteriori Approximation of Hidden Markov Models for Proportional Data

Samr Ali

Nizar Bouguila

2020/9/21

Multimodal action recognition using variational‐based Beta‐Liouville hidden Markov models

IET Image Processing

Samr Ali

Nizar Bouguila

2020/12

Background Subtraction with a Hierarchical Pitman-Yor Process Mixture Model of Generalized Gaussian Distributions

Srikanth Amudala

Samr Ali

Nizar Bouguila

2020/8/11

Nonparametric hierarchical mixture models based on asymmetric Gaussian distribution

Digital Signal Processing

Ziyang Song

Samr Ali

Nizar Bouguila

Wentao Fan

2020/11/1

Background subtraction using infinite asymmetric Gaussian mixture models with simultaneous feature selection

IET Image Processing

Ziyang Song

Samr Ali

Nizar Bouguila

2020/3/10

See List of Professors in Samr Ali University(Concordia University)