User profiles for M. Domaratzki

Mike Domaratzki

Western University
Verified email at uwo.ca
Cited by 1165

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

S Jubair, M Domaratzki - Frontiers in Artificial Intelligence, 2023 - frontiersin.org
… Usually, the importance of markers with respect to a specific marker m is represented in a
vector called attention vector. If multiple attention vectors are generated per marker, the final …

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

C Schmidt, M Domaratzki… - … of the Royal …, 2020 - royalsocietypublishing.org
Urbanization and associated environmental changes are causing global declines in vertebrate
populations. In general, population declines of the magnitudes now detected should lead …

[HTML][HTML] MicroRNA-guided regulation of heat stress response in wheat

…, R Ragupathy, T Edwards, M Domaratzki… - BMC genomics, 2019 - Springer
… Sequencing of 24 small RNA libraries produced 55.2 M reads while 404 M reads were
obtained from the corresponding 24 PARE libraries. From these, 202 miRNAs were ascertained, …

[HTML][HTML] Deep sequencing of wheat sRNA transcriptome reveals distinct temporal expression pattern of miRNAs in response to heat, light and UV

…, MSR Mahdi, D Huang, E Reimer, M Domaratzki… - Scientific reports, 2016 - nature.com
… the 524 M reads that remained were grouped into a non-redundant dataset of 129 M distinct
… sequences, we obtained 121 M distinct tags corresponding to 427 M raw reads. The distinct …

[PDF][PDF] State complexity of proportional removals

M Domaratzki - Journal of Automata, Languages and Combinatorics, 2002 - Citeseer
… Thus, in determinizing M′, all distinct subsets of Q which are states in M′ will appear
as a state in the deterministic equivalent. … Thus we compute the action of M in the first …

[PDF][PDF] On the number of distinct languages accepted by finite automata with n states

M Domaratzki, D Kisman, J Shallit - Journal of Automata, Languages and …, 2002 - Citeseer
… If L is accepted by a minimal DFA M with ≤ n states, then by adding unreachable states to
M, the language L can be … We can consider the restriction of M to ∆, written M∆, which is the …

[HTML][HTML] Assessing feature selection method performance with class imbalance data

S Matharaarachchi, M Domaratzki… - Machine Learning with …, 2021 - Elsevier
… in the form, | r b p | = | M 1 − M 0 S n − 1 n 0 n 1 n ( n − 1 ) | where, S n − 1 = 1 n − 1 ∑ r = 1
n ( X i − X ̄ ) 2 Here, M 0 and M 1 are means on the continuous variable X for all data points …

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

…, CW Hiebert, A Badea, M Domaratzki… - Frontiers in plant …, 2021 - frontiersin.org
… The input of the embedding layer is m markers and the output is an m × n-dimensional vector.
The vector is then reshaped to an (m, n)-matrix to obtain m expanded representation of the …

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

S Matharaarachchi, M Domaratzki, A Katz… - JMIR Formative …, 2022 - formative.jmir.org
Background: The COVID-19 pandemic is a substantial public health crisis that negatively
affects human health and well-being. As a result of being infected with the coronavirus, patients …

Deus ex machina? Demystifying rather than deifying machine learning

M Domaratzki, B Kidane - The Journal of Thoracic and Cardiovascular …, 2022 - jtcvs.org
The concept of “deus ex machina” refers to a plot device in storytelling wherein some
supernatural force suddenly comes in and resolves all plot lines, often in an improbable fashion …