Vladimir Makarenkov

About Vladimir Makarenkov

Vladimir Makarenkov, With an exceptional h-index of 38 and a recent h-index of 22 (since 2020), a distinguished researcher at Université du Québec à Montréal, specializes in the field of bioinformatics, data mining, clustering, machine learning, operations research.

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

A self-attention-based CNN-Bi-LSTM model for accurate state-of-charge estimation of lithium-ion batteries

Assessing the emergence time of SARS-CoV-2 zoonotic spillover

Inertia-based indices to determine the number of clusters in K-means: an experimental evaluation

Cache-Efficient Dynamic Programming MDP Solver

On k-means iterations and Gaussian clusters

Using Traditional Machine Learning and Deep Learning Methods for On-and Off-Target Prediction in CRISPR/Cas9: A Review

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

UncertaintyFuseNet: Robust Uncertainty-aware Hierarchical Feature Fusion Model with Ensemble Monte Carlo Dropout for COVID-19 Detection

Vladimir Makarenkov Information

University

Position

___

Citations(all)

5785

Citations(since 2020)

3558

Cited By

2824

hIndex(all)

38

hIndex(since 2020)

22

i10Index(all)

68

i10Index(since 2020)

45

Email

University Profile Page

Google Scholar

Vladimir Makarenkov Skills & Research Interests

bioinformatics

data mining

clustering

machine learning

operations research

Top articles of Vladimir Makarenkov

A self-attention-based CNN-Bi-LSTM model for accurate state-of-charge estimation of lithium-ion batteries

Journal of Energy Storage

2024/5/30

Assessing the emergence time of SARS-CoV-2 zoonotic spillover

Plos one

2024/4/4

Vladimir Makarenkov
Vladimir Makarenkov

H-Index: 19

Inertia-based indices to determine the number of clusters in K-means: an experimental evaluation

IEEE Access

2024/1/8

Cache-Efficient Dynamic Programming MDP Solver

2023/9/30

Jaël Champagne Gareau
Jaël Champagne Gareau

H-Index: 2

Vladimir Makarenkov
Vladimir Makarenkov

H-Index: 19

On k-means iterations and Gaussian clusters

Neurocomputing

2023/7/20

Renato Cordeiro De Amorim
Renato Cordeiro De Amorim

H-Index: 11

Vladimir Makarenkov
Vladimir Makarenkov

H-Index: 19

Using Traditional Machine Learning and Deep Learning Methods for On-and Off-Target Prediction in CRISPR/Cas9: A Review

Briefings in Bioinformatics

2023/4/23

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

2023/4/21

UncertaintyFuseNet: Robust Uncertainty-aware Hierarchical Feature Fusion Model with Ensemble Monte Carlo Dropout for COVID-19 Detection

Information Fusion

2023/2

Fast and optimal branch-and-bound planner for the grid-based coverage path planning problem based on an admissible heuristic function

Frontiers in Robotics and AI

2023/1/27

Jaël Champagne Gareau
Jaël Champagne Gareau

H-Index: 2

Vladimir Makarenkov
Vladimir Makarenkov

H-Index: 19

Using Clustering and Machine Learning Methods to Provide Intelligent Grocery Shopping Recommendations

2022/7/19

Bogdan Mazoure
Bogdan Mazoure

H-Index: 6

Vladimir Makarenkov
Vladimir Makarenkov

H-Index: 19

Inferring multiple consensus trees and supertrees using clustering: a review

2023/9/24

Vladimir Makarenkov
Vladimir Makarenkov

H-Index: 19

pcTVI: parallel MDP solver using a decomposition into independent chains

2022/7/19

Jaël Champagne Gareau
Jaël Champagne Gareau

H-Index: 2

Vladimir Makarenkov
Vladimir Makarenkov

H-Index: 19

Intelligent personalized shopping recommendation using clustering and supervised machine learning algorithms

Plos one

2022/12/1

Low-Rank Representation of Reinforcement Learning Policies

Journal of Artificial Intelligence Research

2022/10/27

Building alternative consensus trees and supertrees using k-means and Robinson and Foulds distance

Bioinformatics

2022/5/17

SimPlot++: a Python application for representing sequence similarity and detecting recombination

Bioinformatics

2022/6

Vladimir Makarenkov
Vladimir Makarenkov

H-Index: 19

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

Scientific Reports

2022/1/7

Bogdan Mazoure
Bogdan Mazoure

H-Index: 6

Vladimir Makarenkov
Vladimir Makarenkov

H-Index: 19

Fast and optimal planner for the discrete grid-based coverage path-planning problem

2021/11/23

Jaël Champagne Gareau
Jaël Champagne Gareau

H-Index: 2

Vladimir Makarenkov
Vladimir Makarenkov

H-Index: 19

Automated detection of Shockable ECG signals: A Review

Information Sciences

2021/9

XtracTree: a Simple and Effective Method for Regulator Validation of Bagging Methods Used in Retail Banking

2021/8

Jeremy Charlier
Jeremy Charlier

H-Index: 3

Vladimir Makarenkov
Vladimir Makarenkov

H-Index: 19

See List of Professors in Vladimir Makarenkov University(Université du Québec à Montréal)

Co-Authors

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