Vladimir Makarenkov - Publications, H-index & Citations

Vladimir Makarenkov

université du québec à montréal

34H指数

156论文数

6.1K被引数

收录论文 32

发表时间

Impact of dimensionality reduction on machine learning-based crop health prediction 基于机器学习的作物健康预测中降维的影响

Scientific Reports

IF3.9

2026-09-08

OAAI

Zahia Aouabed; Stéphane Samson; Elyes Lounissi; Ousmane Assani Amate; Etienne Lord; Vladimir Makarenkov

Applying graph neural networks to predict fungal disease occurrences in precision agriculture 将图神经网络应用于精准农业中预测真菌病害发生

Precision Agriculture

IF6.6

2026-05-16

OAAI

Stéphane Samson; Etienne Lord; Odile Carisse; Vladimir Makarenkov

Improving clustering quality evaluation in noisy Gaussian mixtures 改进高斯混合模型中聚类质量的评估

Neurocomputing

IF6.5

2026-03-13

PREAI

Renato Cordeiro de Amorim; Vladimir Makarenkov

Assessing the emergence time of SARS-CoV-2 zoonotic spillover (vol 19, e0301195, 2024)评估SARS-CoV-2人畜共患溢出的出现时间（卷19，e0301195，2024）

PLOS ONE

IF2.6

2025-12-09

OAAI

Samson, Stephane; Lord, Etienne; Makarenkov, Vladimir

PLOS COMPUTATIONAL BIOLOGY

IF3.6

2025-10-01

PREAI

Charlier, Jeremy; Sherkatghanad, Zeinab; Makarenkov, Vladimir

Towards an Interpretable Machine Learning Model for Predicting Antimicrobial Resistance 迈向一种可解释的机器学习模型，用于预测抗菌药物耐药性

Journal of Global Antimicrobial Resistance

IF3.2

2025-08-25

PREAI

Mohamed Mediouni; Vladimir Makarenkov; Abdoulaye Baniré Diallo

BayTTA: Uncertainty-aware medical image classification with optimized test-time augmentation using Bayesian model averaging BayTTA：基于贝叶斯模型平均优化的测试时间增强的不确定性感知医学图像分类

Knowledge-Based Systems

IF7.6

2025-07-19

OAAI

Zeinab Sherkatghanad; Moloud Abdar; Mohammadreza Bakhtyari; Paweł Pławiak; Vladimir Makarenkov

A self-attention-based CNN-Bi-LSTM model for accurate state-of-charge estimation of lithium-ion batteries 基于自注意的cnn-bi-lstm模型用于锂离子电池荷电状态的精确估计

JOURNAL OF ENERGY STORAGE

IF9.8

2024-05-01

OAAI

Sherkatghanad, Zeinab; Ghazanfari, Amin; Makarenkov, Vladimir

Inertia-Based Indices to Determine the Number of Clusters in K-Means: An Experimental Evaluation

IEEE ACCESS

IF3.6

2024-01-01

OAAI

Rykov, Andrei; de Amorim, Renato Cordeiro; Makarenkov, Vladimir; Mirkin, Boris

On k-means iterations and Gaussian clusters

NEUROCOMPUTING

IF6.5

2023-10-01

OAAI

de Amorim, Renato Cordeiro; Makarenkov, Vladimir

Binarized multi-gate mixture of Bayesian experts for cardiac syndrome X diagnosis: A clinician-in-the-loop scenario with a belief-uncertainty fusion paradigm

INFORMATION FUSION

IF15.5

2023-09-01

PREAI

Abdar, Moloud; Mehrzadi, Arash; Goudarzi, Milad; Masoudkabir, Farzad; Rundo, Leonardo; Mamouei, Mohammad; Sala, Evis; Khosravi, Abbas; Makarenkov, Vladimir; Acharya, U. Rajendra; Saadatagah, Seyedmohammad; Naderian, Mohammadreza; Garcia, Salvador; Sarrafzadegan, Nizal; Nahavandi, Saeid

Using traditional machine learning and deep learning methods for on- and off-target prediction in CRISPR/Cas9: a review 在CRISPR/Cas9中使用传统机器学习和深度学习方法进行靶上和脱靶预测: 综述

BRIEFINGS IN BIOINFORMATICS

IF7.7

2023-04-20

OAAI

Sherkatghanad, Zeinab; Abdar, Moloud; Charlier, Jeremy; Makarenkov, Vladimir

UncertaintyFuseNet: Robust uncertainty-aware hierarchical feature fusion model with Ensemble Monte Carlo Dropout for COVID-19 detection

INFORMATION FUSION

IF15.5

2023-02-01

OAAI

Abdar, Moloud; Salari, Soorena; Qahremani, Sina; Lam, Hak-Keung; Karray, Fakhri; Hussain, Sadiq; Khosravi, Abbas; Acharya, U. Rajendra; Makarenkov, Vladimir; Nahavandi, Saeid

DUNEScan: a web server for uncertainty estimation in skin cancer detection with deep neural networks

SCIENTIFIC REPORTS

IF3.9

2022-01-07

OAAI

Mazoure, Bogdan; Mazoure, Alexander; Bedard, Jocelyn; Makarenkov, Vladimir

A review of uncertainty quantification in deep learning: Techniques, applications and challenges 深度学习中的不确定性量化: 技术、应用与挑战

INFORMATION FUSION

IF15.5

2021-12-01

1.2K

OAAI

Abdar, Moloud; Pourpanah, Farhad; Hussain, Sadiq; Rezazadegan, Dana; Liu, Li; Ghavamzadeh, Mohammad; Fieguth, Paul; Cao, Xiaochun; Khosravi, Abbas; Acharya, U. Rajendra; Makarenkov, Vladimir; Nahavandi, Saeid

Uncertainty quantification in skin cancer classification using three-way decision-based Bayesian deep learning 基于三向决策的贝叶斯深度学习在皮肤癌分类中的不确定性量化

COMPUTERS IN BIOLOGY AND MEDICINE

IF6.3

2021-08-01

145

OAAI

Abdar, Moloud; Samami, Maryam; Mahmoodabad, Sajjad Dehghani; Doan, Thang; Mazoure, Bogdan; Hashemifesharaki, Reza; Liu, Li; Khosravi, Abbas; Acharya, U. Rajendra; Makarenkov, Vladimir; Nahavandi, Saeid

Object Weighting: A New Clustering Approach to Deal with Outliers and Cluster Overlap in Computational Biology

IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS

IF3.4

2021-03-01

OAAI

Gondeau, Alexandre; Aouabed, Zahia; Hijri, Mohamed; Peres-Neto, Pedro; Makarenkov, Vladimir

Improving cluster recovery with feature rescaling factors

APPLIED INTELLIGENCE

IF3.5

2021-01-15

OAAI

de Amorim, Renato Cordeiro; Makarenkov, Vladimir