Mohammad Javad Shafiee - Publications, H-index & Citations

Mohammad Javad Shafiee

University of Waterloo

20H指数

155论文数

1.4K被引数

收录论文 23

发表时间

Integrating deep transformer and temporal convolutional networks for SMEs revenue and employment growth prediction

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2024-10-01

PREAI

Lu, Dening; Schwartz, Shimon; Xu, Linlin; Shafiee, Mohammad Javad; Vinson, Norman G.; Czarnecki, Krzysztof J.; Wong, Alexander

Memory-Efficient Continual Learning Object Segmentation for Long Videos 长视频的记忆高效连续学习对象分割

IEEE ACCESS

IF3.6

2024-01-01

OAAI

Nazemi, Amir; Shafiee, Mohammad Javad; Gharaee, Zahra; Fieguth, Paul

Knowing is Half the Battle: Enhancing Clean Data Accuracy of Adversarial Robust Deep Neural Networks via Dual-Model Bounded Divergence Gating

IEEE ACCESS

IF3.6

2024-01-01

OAAI

Aboutalebi, Hossein; Shafiee, Mohammad Javad; Tai, Chi-En Amy; Wong, Alexander

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

IF3.9

2023-10-09

OAAI

Aboutalebi, Hossein; Pavlova, Maya; Shafiee, Mohammad Javad; Florea, Adrian; Hryniowski, Andrew; Wong, Alexander

Reverse survival model (RSM): a pipeline for explaining predictions of deep survival models 反向生存模型 (RSM): 解释深度生存模型预测的管道

APPLIED INTELLIGENCE

IF3.5

2023-04-14

PREAI

Rezaei, Mohammad R. R.; Fard, Reza Saadati; Pourjafari, Ebrahim; Ziaei, Navid; Sameizadeh, Amir; Shafiee, Mohammad; Alavinia, Mohammad; Abolghasemian, Mansour; Sajadi, Nick

MEDUSA: Multi-Scale Encoder-Decoder Self-Attention Deep Neural Network Architecture for Medical Image Analysis

FRONTIERS IN MEDICINE

IF3

2022-02-15

OAAI

Aboutalebi, Hossein; Pavlova, Maya; Gunraj, Hayden; Shafiee, Mohammad Javad; Sabri, Ali; Alaref, Amer; Wong, Alexander

COVID-Net CXR-S: Deep Convolutional Neural Network for Severity Assessment of COVID-19 Cases from Chest X-ray Images

DIAGNOSTICS

IF3.3

2021-12-23

OAAI

Aboutalebi, Hossein; Pavlova, Maya; Shafiee, Mohammad Javad; Sabri, Ali; Alaref, Amer; Wong, Alexander

Deep Neural Network Perception Models and Robust Autonomous Driving Systems: Practical Solutions for Mitigation and Improvement

IEEE SIGNAL PROCESSING MAGAZINE

IF9.6

2021-01-01

PREAI

Shafiee, Mohammad Javad; Jeddi, Ahmadreza; Nazemi, Amir; Fieguth, Paul; Wong, Alexander

Real-Time Vehicle Make and Model Recognition Using Unsupervised Feature Learning

IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

IF8.4

2020-07-01

PREAI

Nazemi, Amir; Azimifar, Zohreh; Shafiee, Mohammad Javad; Wong, Alexander

StressedNets: Efficient feature representations via stress-induced evolutionary synthesis of deep neural networks

NEUROCOMPUTING

IF6.5

2019-08-01

OAAI

Shafiee, Mohammad Javad; Chwyl, Brendan; Li, Francis; Chen, Rongyan; Karg, Michelle; Scharfenberger, Christian; Wong, Alexander

MicronNet: A Highly Compact Deep Convolutional Neural Network Architecture for Rea Time Embedded Traffic Sign Classification MicronNet: 一种高度紧凑的深度卷积神经网络架构，用于实时嵌入式交通标志分类

IEEE ACCESS

IF3.6

2018-01-01

OAAI

Wong, Alexander; Shafiee, Mohammad Javad; St Jules, Michael

Compensated Row-Column Ultrasound Imaging System Using Multilayered Edge Guided Stochastically Fully Connected Random Fields

SCIENTIFIC REPORTS

IF3.9

2017-09-06

OAAI

Ben Daya, Ibrahim; Chen, Albert I. H.; Shafiee, Mohammad Javad; Wong, Alexander; Yeow, John T. W.

Deep Randomly-Connected Conditional Random Fields For Image Segmentation

IEEE ACCESS

IF3.6

2017-01-01

OAAI

Shafiee, Mohammad Javad; Wong, Alexander; Fieguth, Paul

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

IF9.8

2016-12-01

OAAI

Boroomand, Ameneh; Shafiee, Mohammad Javad; Khalvati, Farzad; Haider, Masoom A.; Wong, Alexander

Estimating oxygen uptake and energy expenditure during treadmill walking by neural network analysis of easy-to-obtain inputs

JOURNAL OF APPLIED PHYSIOLOGY

IF3.3

2016-11-01

OAAI

Beltrame, Thomas; Amelard, Robert; Villar, Rodrigo; Shafiee, Mohammad J.; Wong, Alexander; Hughson, Richard L.

NeRD: A Neural Response Divergence Approach to Visual Saliency Detection

ieee signal processing magazine

IF3.9

2016-10-01

PREAI

Shafiee, Mohammad Javad; Siva, Parthipan; Scharfenberger, Christian; Fieguth, Paul; Wong, Alexander

Fluorescence microscopy image noise reduction using a stochastically-connected random field model

SCIENTIFIC REPORTS

IF3.9

2016-02-17

OAAI

Haider, S. A.; Cameron, A.; Siva, P.; Lui, D.; Shafiee, M. J.; Boroomand, A.; Haider, N.; Wong, A.

Sparse Reconstruction of Compressive Sensing Multi-Spectral Data Using an Inter-Spectral Multi-Layered Conditional Random Field Model

IEEE ACCESS

IF3.6

2016-01-01

OAAI

Li, Edward; Shafiee, Mohammad Javad; Kazemzadeh, Farnoud; Wong, Alexander

Stochastic Net : Forming Deep Neural Networks via Stochastic Connectivity

IEEE ACCESS

IF3.6

2016-01-01

OAAI

Shafiee, Mohammad Javad; Siva, Parthipan; Wong, Alexander

Document image binarization using a discriminative structural classifier

PATTERN RECOGNITION LETTERS

IF3.3

2015-10-01

PREAI

Ahmadi, Ehsan; Azimifar, Zohreh; Shams, Maryam; Famouri, Mahmoud; Shafiee, Mohammad Javad

研究方向