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Mohammad Javad Shafiee
University of Waterloo
20
H-index
155
Paper Count
1.4K
Citation Count
0
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Published Papers
23
Publication Date
Publication Date
Impact Factor
Citations
Integrating deep transformer and temporal convolutional networks for SMEs revenue and employment growth prediction
EXPERT SYSTEMS WITH APPLICATIONS
IF
7.5
2024-10-01
0
PRE
AI
Lu, Dening; Schwartz, Shimon; Xu, Linlin; Shafiee, Mohammad Javad; Vinson, Norman G.; Czarnecki, Krzysztof J.; Wong, Alexander
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Memory-Efficient Continual Learning Object Segmentation for Long Videos
IEEE ACCESS
IF
3.6
2024-01-01
0
OA
AI
Nazemi, Amir; Shafiee, Mohammad Javad; Gharaee, Zahra; Fieguth, Paul
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Knowing is Half the Battle: Enhancing Clean Data Accuracy of Adversarial Robust Deep Neural Networks via Dual-Model Bounded Divergence Gating
IEEE ACCESS
IF
3.6
2024-01-01
0
OA
AI
Aboutalebi, Hossein; Shafiee, Mohammad Javad; Tai, Chi-En Amy; Wong, Alexander
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COVID-Net Biochem: an explainability-driven framework to building machine learning models for predicting survival and kidney injury of COVID-19 patients from clinical and biochemistry data
SCIENTIFIC REPORTS
IF
3.9
2023-10-09
1
OA
AI
Aboutalebi, Hossein; Pavlova, Maya; Shafiee, Mohammad Javad; Florea, Adrian; Hryniowski, Andrew; Wong, Alexander
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Reverse survival model (RSM): a pipeline for explaining predictions of deep survival models
APPLIED INTELLIGENCE
IF
3.5
2023-04-14
0
PRE
AI
Rezaei, Mohammad R. R.; Fard, Reza Saadati; Pourjafari, Ebrahim; Ziaei, Navid; Sameizadeh, Amir; Shafiee, Mohammad; Alavinia, Mohammad; Abolghasemian, Mansour; Sajadi, Nick
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MEDUSA: Multi-Scale Encoder-Decoder Self-Attention Deep Neural Network Architecture for Medical Image Analysis
FRONTIERS IN MEDICINE
IF
3
2022-02-15
8
OA
AI
Aboutalebi, Hossein; Pavlova, Maya; Gunraj, Hayden; Shafiee, Mohammad Javad; Sabri, Ali; Alaref, Amer; Wong, Alexander
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COVID-Net CXR-S: Deep Convolutional Neural Network for Severity Assessment of COVID-19 Cases from Chest X-ray Images
DIAGNOSTICS
IF
3.3
2021-12-23
24
OA
AI
Aboutalebi, Hossein; Pavlova, Maya; Shafiee, Mohammad Javad; Sabri, Ali; Alaref, Amer; Wong, Alexander
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Deep Neural Network Perception Models and Robust Autonomous Driving Systems: Practical Solutions for Mitigation and Improvement
IEEE SIGNAL PROCESSING MAGAZINE
IF
9.6
2021-01-01
9
PRE
AI
Shafiee, Mohammad Javad; Jeddi, Ahmadreza; Nazemi, Amir; Fieguth, Paul; Wong, Alexander
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Real-Time Vehicle Make and Model Recognition Using Unsupervised Feature Learning
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS
IF
8.4
2020-07-01
7
PRE
AI
Nazemi, Amir; Azimifar, Zohreh; Shafiee, Mohammad Javad; Wong, Alexander
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StressedNets: Efficient feature representations via stress-induced evolutionary synthesis of deep neural networks
NEUROCOMPUTING
IF
6.5
2019-08-01
4
OA
AI
Shafiee, Mohammad Javad; Chwyl, Brendan; Li, Francis; Chen, Rongyan; Karg, Michelle; Scharfenberger, Christian; Wong, Alexander
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MicronNet: A Highly Compact Deep Convolutional Neural Network Architecture for Rea Time Embedded Traffic Sign Classification
IEEE ACCESS
IF
3.6
2018-01-01
38
OA
AI
Wong, Alexander; Shafiee, Mohammad Javad; St Jules, Michael
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Compensated Row-Column Ultrasound Imaging System Using Multilayered Edge Guided Stochastically Fully Connected Random Fields
SCIENTIFIC REPORTS
IF
3.9
2017-09-06
8
OA
AI
Ben Daya, Ibrahim; Chen, Albert I. H.; Shafiee, Mohammad Javad; Wong, Alexander; Yeow, John T. W.
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Deep Randomly-Connected Conditional Random Fields For Image Segmentation
IEEE ACCESS
IF
3.6
2017-01-01
6
OA
AI
Shafiee, Mohammad Javad; Wong, Alexander; Fieguth, Paul
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Noise-Compensated, Bias-Corrected Diffusion Weighted Endorectal Magnetic Resonance Imaging via a Stochastically Fully-Connected Joint Conditional Random Field Model
IEEE TRANSACTIONS ON MEDICAL IMAGING
IF
9.8
2016-12-01
4
OA
AI
Boroomand, Ameneh; Shafiee, Mohammad Javad; Khalvati, Farzad; Haider, Masoom A.; Wong, Alexander
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Estimating oxygen uptake and energy expenditure during treadmill walking by neural network analysis of easy-to-obtain inputs
JOURNAL OF APPLIED PHYSIOLOGY
IF
3.3
2016-11-01
28
OA
AI
Beltrame, Thomas; Amelard, Robert; Villar, Rodrigo; Shafiee, Mohammad J.; Wong, Alexander; Hughson, Richard L.
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NeRD: A Neural Response Divergence Approach to Visual Saliency Detection
ieee signal processing magazine
IF
3.9
2016-10-01
1
PRE
AI
Shafiee, Mohammad Javad; Siva, Parthipan; Scharfenberger, Christian; Fieguth, Paul; Wong, Alexander
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Fluorescence microscopy image noise reduction using a stochastically-connected random field model
SCIENTIFIC REPORTS
IF
3.9
2016-02-17
36
OA
AI
Haider, S. A.; Cameron, A.; Siva, P.; Lui, D.; Shafiee, M. J.; Boroomand, A.; Haider, N.; Wong, A.
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Sparse Reconstruction of Compressive Sensing Multi-Spectral Data Using an Inter-Spectral Multi-Layered Conditional Random Field Model
IEEE ACCESS
IF
3.6
2016-01-01
7
OA
AI
Li, Edward; Shafiee, Mohammad Javad; Kazemzadeh, Farnoud; Wong, Alexander
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Stochastic Net : Forming Deep Neural Networks via Stochastic Connectivity
IEEE ACCESS
IF
3.6
2016-01-01
17
OA
AI
Shafiee, Mohammad Javad; Siva, Parthipan; Wong, Alexander
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Document image binarization using a discriminative structural classifier
PATTERN RECOGNITION LETTERS
IF
3.3
2015-10-01
21
PRE
AI
Ahmadi, Ehsan; Azimifar, Zohreh; Shams, Maryam; Famouri, Mahmoud; Shafiee, Mohammad Javad
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Research Directions
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Co-authors
Cooperation Journals
M
Masoom A. Haider
H-index: 77 · Papers: 396
R
Richard L. Hughson
H-index: 71 · Papers: 568
王
王晓玉
(Xiaoyu Wang)
H-index: 61 · Papers: 867
A
Alexander Wong
H-index: 44 · Papers: 498
P
Paul Fieguth
H-index: 40 · Papers: 415
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