Vladimir Makarenkov

Vladimir Makarenkov

Université du Québec à Montréal

H-index: 38

North America-Canada

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

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

On k-means iterations and Gaussian clusters

Inferring multiple consensus trees and supertrees using clustering: a review

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

pcTVI: parallel MDP solver using a decomposition into independent chains

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

Université du Québec à Montréal

Google Scholar

View Google Scholar Profile

Vladimir Makarenkov Skills & Research Interests

bioinformatics

data mining

clustering

machine learning

operations research

Top articles of Vladimir Makarenkov

Title

Journal

Author(s)

Publication Date

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

Journal of Energy Storage

Zeinab Sherkatghanad

Amin Ghazanfari

Vladimir Makarenkov

2024/5/30

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

Plos one

Stéphane Samson

Étienne Lord

Vladimir Makarenkov

2024/4/4

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

IEEE Access

Andrei Rykov

Renato Cordeiro De Amorim

Vladimir Makarenkov

Boris Mirkin

2024/1/8

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

Nail Chabane

Mohamed Achraf Bouaoune

Reda Amir Sofiane Tighilt

Bogdan Mazoure

Nadia Tahiri

...

2022/7/19

On k-means iterations and Gaussian clusters

Neurocomputing

Renato Cordeiro de Amorim

Vladimir Makarenkov

2023/7/20

Inferring multiple consensus trees and supertrees using clustering: a review

Vladimir Makarenkov

Gayane S Barseghyan

Nadia Tahiri

2023/9/24

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

Briefings in Bioinformatics

Zeinab Sherkatghanad

Moloud Abdar

Jeremy Charlier

Vladimir Makarenkov

2023/4/23

pcTVI: parallel MDP solver using a decomposition into independent chains

Jaël Champagne Gareau

Éric Beaudry

Vladimir Makarenkov

2022/7/19

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

Moloud Abdar

Arash Mehrzadi

Milad Goudarzi

Farzad Masoudkabir

Leonardo Rundo

...

2023/4/21

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

Information Fusion

Moloud Abdar

Soorena Salari

Sina Qahremani

Hak-Keung Lam

Fakhri Karray

...

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

Jaël Champagne Gareau

Éric Beaudry

Vladimir Makarenkov

2023/1/27

Cache-Efficient Dynamic Programming MDP Solver

Jaël Champagne Gareau

Guillaume Gosset

Éric Beaudry

Vladimir Makarenkov

2023/9/30

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

Bioinformatics

Nadia Tahiri

Bernard Fichet

Vladimiri Makarenkov

2022/5/17

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

Bioinformatics

Stéphane Samson

Étienne Lord

Vladimir Makarenkov

2022/6

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

Scientific Reports

Bogdan Mazoure

Alexander Mazoure

Jocelyn Bédard

Vladimir Makarenkov

2022/1/7

Intelligent personalized shopping recommendation using clustering and supervised machine learning algorithms

Plos one

Nail Chabane

Achraf Bouaoune

Reda Tighilt

Moloud Abdar

Alix Boc

...

2022/12/1

Low-Rank Representation of Reinforcement Learning Policies

Journal of Artificial Intelligence Research

Bogdan Mazoure

Thang Doan

Tianyu Li

Vladimir Makarenkov

Joelle Pineau

...

2022/10/27

Horizontal gene transfer and recombination analysis of SARS-CoV-2 genes helps discover its close relatives and shed light on its origin

BMC Ecology and Evolution

Vladimir Makarenkov

Bogdan Mazoure

Guillaume Rabusseau

Pierre Legendre

2021/1/21

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

Jeremy Charlier

Vladimir Makarenkov

2021/8

Improving cluster recovery with feature rescaling factors

Applied Intelligence

Renato Cordeiro de Amorim

Vladimir Makarenkov

2021/1/15

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

Co-Authors

H-index: 99
Hervé Philippe

Hervé Philippe

Université de Montréal

H-index: 55
Mathieu Blanchette

Mathieu Blanchette

McGill University

H-index: 54
Pedro Peres-Neto

Pedro Peres-Neto

Concordia University

H-index: 44
Boris Mirkin

Boris Mirkin

National Research University Higher School of Economics

H-index: 42
Robert Godin

Robert Godin

Université du Québec à Montréal

H-index: 36
Moloud Abdar

Moloud Abdar

Deakin University

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