Mike Domaratzki

Mike Domaratzki

Western University

H-index: 19

North America-Canada

About Mike Domaratzki

Mike Domaratzki, With an exceptional h-index of 19 and a recent h-index of 11 (since 2020), a distinguished researcher at Western University, specializes in the field of genomic prediction, computational biology, theory of computation, automata theory, formal language theory.

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

Gxenet: Novel fully connected neural network based approaches to incorporate gxe for predicting wheat yield

Crop genomic selection with deep learning and environmental data: A survey

Deus ex machina? Demystifying rather than deifying machine learning

Modeling and feature assessment of the sleep quality among chronic kidney disease patients

Data-driven identification of plasma metabolite clusters and metabolites of interest for potential detection of early-stage non-small cell lung cancer cases versus cancer-free …

Minimizing features while maintaining performance in data classification problems

Discovering long covid symptom patterns: Association rule mining and sentiment analysis in social media tweets

Sparse bayesian learning for genomic selection in yeast

Mike Domaratzki Information

University

Position

___

Citations(all)

1125

Citations(since 2020)

481

Cited By

797

hIndex(all)

19

hIndex(since 2020)

11

i10Index(all)

33

i10Index(since 2020)

12

Email

University Profile Page

Western University

Google Scholar

View Google Scholar Profile

Mike Domaratzki Skills & Research Interests

genomic prediction

computational biology

theory of computation

automata theory

formal language theory

Top articles of Mike Domaratzki

Title

Journal

Author(s)

Publication Date

Gxenet: Novel fully connected neural network based approaches to incorporate gxe for predicting wheat yield

Artificial Intelligence in Agriculture

Sheikh Jubair

Olivier Tremblay-Savard

Mike Domaratzki

2023/6/1

Crop genomic selection with deep learning and environmental data: A survey

Sheikh Jubair

Mike Domaratzki

2023/1/10

Deus ex machina? Demystifying rather than deifying machine learning

Michael Domaratzki

Biniam Kidane

2022/3/1

Modeling and feature assessment of the sleep quality among chronic kidney disease patients

Sleep Epidemiology

Surani Matharaarachchi

Mike Domaratzki

Chamil Marasinghe

Saman Muthukumarana

Varuni Tennakoon

2022/12/1

Data-driven identification of plasma metabolite clusters and metabolites of interest for potential detection of early-stage non-small cell lung cancer cases versus cancer-free …

Cancer & Metabolism

Julian O Kim

Robert Balshaw

Connel Trevena

Shantanu Banerji

Leigh Murphy

...

2022/10/12

Minimizing features while maintaining performance in data classification problems

PeerJ Computer Science

Surani Matharaarachchi

Mike Domaratzki

Saman Muthukumarana

2022/9/14

Discovering long covid symptom patterns: Association rule mining and sentiment analysis in social media tweets

JMIR Formative Research

Surani Matharaarachchi

Mike Domaratzki

Alan Katz

Saman Muthukumarana

2022/9/7

Sparse bayesian learning for genomic selection in yeast

Frontiers in Bioinformatics

Maryam Ayat

Michael Domaratzki

2022/8

Identification of significantly mutated subnetworks in the breast cancer genome

Scientific Reports

Rasif Ajwad

Michael Domaratzki

Qian Liu

Nikta Feizi

Pingzhao Hu

2021/1/12

GPTransformer: a transformer-based deep learning method for predicting Fusarium related traits in barley

Frontiers in plant science

Sheikh Jubair

James R Tucker

Nathan Henderson

Colin W Hiebert

Ana Badea

...

2021/12/16

Assessing feature selection method performance with class imbalance data

Machine Learning with Applications

Surani Matharaarachchi

Mike Domaratzki

Saman Muthukumarana

2021/12/15

Modeling mobile apps user behavior using Bayesian networks

International Journal of Information Technology

Isuru Dharmasena

Mike Domaratzki

Saman Muthukumarana

2021/8

Comparison of Resampling Methods on Mobile Apps User Behavior

Isuru Dharmasena

Mike Domaratzki

Saman Muthukumarana

2021/7/29

Continent-wide effects of urbanization on bird and mammal genetic diversity

Proceedings of the Royal Society B

C Schmidt

M Domaratzki

RP Kinnunen

J Bowman

CJ Garroway

2020/2/12

See List of Professors in Mike Domaratzki University(Western University)

Co-Authors

H-index: 43
Yang Wang

Yang Wang

University of Manitoba

H-index: 43
Jeffrey Shallit

Jeffrey Shallit

University of Waterloo

H-index: 29
Kai Salomaa

Kai Salomaa

Queens University

H-index: 28
Colin Garroway

Colin Garroway

University of Manitoba

H-index: 26
Alexander Okhotin

Alexander Okhotin

Turun yliopisto

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