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List of works by Evgeny Mirkes

A random six-phase switch regulates pneumococcal virulence via global epigenetic changes

scientific article

A systematic autopsy survey of human infant bridging veins

scientific article

Accelerometer-assessed Physical Activity in Epidemiology: Are Monitors Equivalent?

scientific article published on 2 October 2017

CNN-Based Spectral Super-Resolution of Panchromatic Night-Time Light Imagery: City-Size-Associated Neighborhood Effects

scientific article published in 2021

Clustered intergenic region sequences as predictors of factor H Binding Protein expression patterns and for assessing Neisseria meningitidis strain coverage by meningococcal vaccines.

scientific article

Combinatorial screening of polymer nanoparticles for their ability to recognize epitopes of AAV-neutralizing antibodies

scientific article published on 19 November 2019

Computational diagnosis and risk evaluation for canine lymphoma

scientific article (publication date: October 2014)

Data complexity measured by principal graphs

article published in 2013

FilterK: A new outlier detection method for k-means clustering of physical activity

scientific article published on 26 February 2020

Fluorescence-based assay as a new screening tool for toxic chemicals

scientific article

Fractional Norms and Quasinorms Do Not Help to Overcome the Curse of Dimensionality

scientific article published on 30 September 2020

Functional CT imaging for identification of the spatial determinants of small-airways disease in adults with asthma

scientific article published on 22 January 2019

Geometrical Complexity of Data Approximators

Handling missing data in large healthcare dataset: A case study of unknown trauma outcomes. ⬇️

scientific article

How Deep Should be the Depth of Convolutional Neural Networks: a Backyard Dog Case Study

scholarly article

Metallome of cerebrovascular endothelial cells infected with Toxoplasma gondii using μ-XRF imaging and inductively coupled plasma mass spectrometry

Personality Traits and Drug Consumption

Piece-wise quadratic approximations of arbitrary error functions for fast and robust machine learning. ⬇️

scientific article

Pseudo-outcrop Visualization of Borehole Images and Core Scans

scholarly article by Evgeny Mirkes et al published 11 September 2017 in Mathematical Geosciences

Robust and Scalable Learning of Complex Intrinsic Dataset Geometry via ElPiGraph

scientific article published on 04 March 2020

SOM: Stochastic initialization versus principal components

Scikit-Dimension: A Python Package for Intrinsic Dimension Estimation

scientific article published on 20 October 2021

The Arch-I-Scan Project: Artificial Intelligence and 3D Simulation for Developing New Approaches to Roman Foodways ⬇️

scientific article published in 2022

Theoretical aspects of peptide imprinting: screening of MIP (virtual) binding sites for their interactions with amino acids, di- and tripeptides

scholarly article published on 10 May 2018

Towards a Portable Model to Discriminate Activity Clusters from Accelerometer Data

scientific article published on 17 October 2019

Trajectories, bifurcations, and pseudo-time in large clinical datasets: applications to myocardial infarction and diabetes data

scientific article published on 01 November 2020

Universal Gorban's Entropies: Geometric Case Study

scientific article published on 25 February 2020

What can the randomness of missing values tell you about clinical practice in large data sets of children's vital signs?

scientific article published on 15 April 2020

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