Nikolay A Bliznyuk,
Associate Professor of Statistics
Department:
AG-AGRICUL / BIOLOGICAL ENG
Business Phone:
(352) 392-3724
Business Email:
nbliznyuk@ufl.edu
Teaching Profile
Courses Taught
2014-2021,2023-2025
ABE6933 Special Topics in Agricultural and Biological Engineering
2018-2024
ABE4932 Special Topics
2012,2019-2021,2021
STA6934 Special Topics in Statistics
2018
STA7980 Research for Doctoral Dissertation
2018
STA7979 Advanced Research
2018
ABE7979 Advanced Research
2018
WIS7979 Advanced Research
2011-2014
STA4322 Intro Statistics Thry
2013
STA6167 Statistical Methods in Research II
2011-2013
STA5328 Fundamentals of Statistical Theory
2022-2023
ABE6905 Individual Work in Agricultural and Biological Engineering
2022,2024-2025
STA6348 Bayesian Analysis for Machine Learning and Uncertainty Quantification
2022
EEL5934 Special Topics in Electrical Engineering
2022,2024-2025
STA6703 Statistical Machine Learning
2023-2024
STA6709 Spatial Statistics & Hierarchical Modeling for Dependent Data
Research Profile
Open Researcher and Contributor ID (ORCID)
0000-0001-7118-7907
Publications
Academic Articles
2024
Exploratory Analysis of Farm Vehicle and Farm Labor Transportation-Related Crashes.
Journal of agromedicine.
29(2):277-288
[DOI] 10.1080/1059924X.2023.2284961.
[PMID] 37981805.
2024
Identifying demographic and home features influencing older adults’ home functioning by using machine learning models.
Archives of gerontology and geriatrics.
116
[DOI] 10.1016/j.archger.2023.105149.
[PMID] 37567096.
2024
Impact of Nutritional Status on Total Brain Tissue Volumes in Preterm Infants.
Children (Basel, Switzerland).
11(1)
[DOI] 10.3390/children11010121.
[PMID] 38255433.
2024
Improving high throughput manufacture of laser-inscribed graphene electrodes via hierarchical clustering.
Scientific reports.
14(1)
[DOI] 10.1038/s41598-024-57932-z.
[PMID] 38575717.
2024
Introduction to Artificial Intelligence in Agriculture
EDIS.
2024(6)
[DOI] 10.32473/edis-ae605-2024.
2024
NRBC concentrations over time in neonates with moderate to severe neonatal encephalopathy with and without sentinel events.
Journal of perinatology : official journal of the California Perinatal Association.
44(8):1157-1162
[DOI] 10.1038/s41372-024-01887-6.
[PMID] 38287136.
2023
A capacitive laser-induced graphene based aptasensor for SARS-CoV-2 detection in human saliva.
PloS one.
18(8)
[DOI] 10.1371/journal.pone.0290256.
[PMID] 37590297.
2023
Machine Learning for Improved Detection of Pathogenic E. coli in Hydroponic Irrigation Water Using Impedimetric Aptasensors: A Comparative Study.
ACS omega.
8(37):34171-34179
[DOI] 10.1021/acsomega.3c05797.
[PMID] 37744804.
2022
Concentration of Serum Biomarkers of Brain Injury in Neonates With a Low Cord pH With or Without Mild Hypoxic-Ischemic Encephalopathy.
Frontiers in neurology.
13
[DOI] 10.3389/fneur.2022.934755.
[PMID] 35873777.
2022
Examining Older Adults’ Home Functioning Using the American Housing Survey.
International journal of environmental research and public health.
19(8)
[DOI] 10.3390/ijerph19084691.
[PMID] 35457557.
2022
Metabolomic selection for enhanced fruit flavor.
Proceedings of the National Academy of Sciences of the United States of America.
119(7)
[DOI] 10.1073/pnas.2115865119.
[PMID] 35131943.
2022
Proceedings of the 13th International Newborn Brain Conference: Fetal and/or neonatal brain development, both normal and abnormal.
Journal of neonatal-perinatal medicine.
15(2):411-426
[DOI] 10.3233/NPM-229002.
[PMID] 35431185.
2021
Comparing head ultrasounds and susceptibility-weighted imaging for the detection of low-grade hemorrhages in preterm infants.
Journal of perinatology : official journal of the California Perinatal Association.
41(4):736-742
[DOI] 10.1038/s41372-020-00890-x.
[PMID] 33318689.
2021
Improving national level spatial mapping of malaria through alternative spatial and spatio-temporal models.
Spatial and spatio-temporal epidemiology.
36
[DOI] 10.1016/j.sste.2020.100394.
[PMID] 33509423.
2020
Combined vEEG and Cerebral Oximetry Results to Determine the Severity of Hypoxic-Ischemic Encephalopathy
Journal of Pediatric Neurology.
18(02):79-87
[DOI] 10.1055/s-0039-1687883.
2020
Early exposure to a methyl donor supplemented diet and the development of repetitive motor behavior in a mouse model.
Developmental psychobiology.
62(1):77-87
[DOI] 10.1002/dev.21914.
[PMID] 31512235.
2020
Testing a crop model with extreme low yields from historical district records
Field Crops Research.
249
[DOI] 10.1016/j.fcr.2018.03.006.
2019
A Spatio-Temporal Modeling Framework for Surveillance Data of Multiple Infectious Pathogens with Small Laboratory Validation Sets.
Journal of the American Statistical Association.
114(528):1561-1573
[DOI] 10.1080/01621459.2019.1585250.
[PMID] 31937981.
2018
A Pilot Study of Inhaled CO Therapy in Neonatal Hypoxia-Ischemia: Carboxyhemoglobin Concentrations and Brain Volumes.
Frontiers in pediatrics.
6
[DOI] 10.3389/fped.2018.00120.
[PMID] 29765933.
2018
Enteral Feeding as an Adjunct to Hypothermia in Neonates with Hypoxic-Ischemic Encephalopathy.
Neonatology.
113(4):347-352
[DOI] 10.1159/000487848.
[PMID] 29510382.
2018
Forecasting urban household water demand with statistical and machine learning methods using large space-time data: A Comparative study
Environmental Modelling & Software.
102:29-38
[DOI] 10.1016/j.envsoft.2018.01.002.
2018
Water Conservation Benefits of Long-Term Residential Irrigation Restrictions in Southwest Florida
Journal – American Water Works Association.
110(2):E2-E17
[DOI] 10.5942/jawwa.2018.110.0019.
2017
Intrinsic Bayesian Analysis for Occupancy Models
Bayesian Analysis.
12(3):855-877
[DOI] 10.1214/16-BA1014.
2017
Semiparametric regression models for spatial prediction and uncertainty quantification of soil attributes
Stochastic Environmental Research and Risk Assessment.
31(10):2691-2703
[DOI] 10.1007/s00477-016-1337-0.
2017
The development of repetitive motor behaviors in deer mice: Effects of environmental enrichment, repeated testing, and differential mediation by indirect basal ganglia pathway activation.
Developmental psychobiology.
59(3):390-399
[DOI] 10.1002/dev.21503.
[PMID] 28181216.
2016
Bayesian Variable Selection on Model Spaces Constrained by Heredity Conditions.
Journal of computational and graphical statistics : a joint publication of American Statistical Association, Institute of Mathematical Statistics, Interface Foundation of North America.
25(2):515-535
[DOI] 10.1080/10618600.2015.1056793.
[PMID] 28082825.
2016
Using an Arrhenius-type function to describe temperature response of plant developmental processes: inference and cautions.
The New phytologist.
210(2):377-9
[DOI] 10.1111/nph.13812.
[PMID] 26805746.
2015
Assessing Uncertainty in Soil Organic Carbon Modeling Across a Highly Heterogeneous Landscape
Geoderma.
251:105-116
[DOI] 10.1016/j.geoderma.2015.03.028.
2015
Repetitive motor behavior: further characterization of development and temporal dynamics.
Developmental psychobiology.
57(2):201-11
[DOI] 10.1002/dev.21279.
[PMID] 25631623.
2014
NONLINEAR PREDICTIVE LATENT PROCESS MODELS FOR INTEGRATING SPATIO-TEMPORAL EXPOSURE DATA FROM MULTIPLE SOURCES.
The annals of applied statistics.
8(3):1538-1560
[DOI] 10.1214/14-AOAS737.
[PMID] 29861821.
2012
Local Derivative-Free Approximation of Computationally Expensive Posterior Densities.
Journal of computational and graphical statistics : a joint publication of American Statistical Association, Institute of Mathematical Statistics, Interface Foundation of North America.
21(2):676-695
[DOI] 10.1080/10618600.2012.681255.
[PMID] 29861616.
2012
Uncertainty Analysis for Computationally Expensive Models with Multiple Outputs.
Journal of agricultural, biological, and environmental statistics.
17(4):623-640
[DOI] 10.1007/s13253-012-0091-0.
[PMID] 29861620.
2012
Variogram estimation in the presence of trend.
Statistics and its interface.
5(2):159-168
[PMID] 22737256.
2011
Efficient Interpolation of Computationally Expensive Posterior Densities With Variable Parameter Costs.
Journal of computational and graphical statistics : a joint publication of American Statistical Association, Institute of Mathematical Statistics, Interface Foundation of North America.
20(3):636-655
[DOI] 10.1198/jcgs.2011.09212.
[PMID] 29861615.
Grants
Aug 2024
ACTIVE
UF/IFAS Fertilizer Rate and Nutrient Management Studies Addressing HB 5001, Specific Appropriation 1543A for nutrient management research Fiscal Year 2024-25
Role: Co-Project Director/Principal Investigator
Funding: FL DEPT OF AG AND CON SER AG ENV SVC
Aug 2023
– Aug 2024
UF/IFAS Fertilizer Rate and Nutrient Management Studies, Addressing SB 2500 (SA 1510A), FY 2023-24 for projected research/services
Role: Project Manager
Funding: FL DEPT OF AG AND CON SER AG ENV SVC
Jul 2022
– Aug 2024
UF/IFAS Fertilizer Rate and Nutrient Management Studies
Role: Project Manager
Funding: FL DEPT OF AG AND CON SER AG ENV SVC
Jun 2022
ACTIVE
Central Nervous System Derived Exosomes: A Novel Source of Biomarkers for Neonatal Hypoxic Ischemic Encephalopathy
Role: Project Manager
Funding: UNIV OF TEXAS HLTH SCI CTR AT HOUSTON
via NATL INST OF HLTH NICHD
Sep 2020
– Nov 2021
Predicting individuals functional difficulties at home using statistical machine learning
Role: Faculty
Funding: UNIVERSITY OF TEXAS MEDICAL BRANCH
via AMERICAN OCCUPATIONAL THERAPY FOUNDATION
Jul 2020
ACTIVE
Hinkley Center Appropriation 2020-2021
Role: Project Manager
Funding: FL DEPT OF ENVIRONMENTAL PROTECT
Sep 2019
– Aug 2024
FACT: Enhanced phenotypic prediction of dairy cattle performance combined with an economic tool to improve replacement and breeding decision-making at the individual and herd level
Role: Co-Project Director/Principal Investigator
Funding: US DEPT OF AG NATL INST OF FOOD AND AG
Jul 2018
– Jun 2019
Center for Statistics and Quantitative Infectious Diseases (CSQUID): Research Project 1 – Modeling, Spacial, Statistics
Role: Co-Investigator
Funding: FRED HUTCHINSON CANCER CENTER
via NATL INST OF HLTH NIGMS
Jul 2017
– Jun 2018
Center for Statistics and Quantitative Infectious Diseases (CSQUID): Research Project 1 – Modeling, Spacial, Statistics
Role: Co-Investigator
Funding: FRED HUTCHINSON CANCER CENTER
via NATL INST OF HLTH NIGMS
Jul 2016
– Jun 2017
center for statistics and quantitative infectious diseases (csquid): project 1 modeling , special, statistics
Role: Project Manager
Funding: FRED HUTCHINSON CANCER CENTER
via NATL INST OF HLTH NIGMS
Jul 2015
– Jun 2016
Center for Statistics and Quantitative Infectious Diseases
Role: Project Manager
Funding: FRED HUTCHINSON CANCER CENTER
via NATL INST OF HLTH NIGMS
Jun 2015
– May 2018
Spatio-Temporal Modeling for Surveillance Data of Multiple Pathogens
Role: Project Manager
Funding: NATL INST OF HLTH NIAID
Jul 2014
– Jun 2017
Clinical utility of blood based biomarkers for management of neonatal HIE
Role: Project Manager
Funding: AMER HEART ASSOCIATION
Sep 2013
– Aug 2016
Detection and Quantification of Neonatal Intraventricular Hemorrhage using EIT
Role: Project Manager
Funding: ELECTRICAL GEODESICS INC
via NATL INST OF HLTH NINDS
Contact Details
Phones:
- Business:
- (352) 392-3724
Emails:
- Business:
- nbliznyuk@ufl.edu
Addresses:
- Business Mailing:
-
DEPARTMENT OF AGRICULTURAL & BIOLOGICAL ENGINEERING
PO BOX 110570
1741 Museum Rd
GAINESVILLE FL 32611 - Business Street:
-
Department of Agricultural & Biological Engineering
1741 Museum Rd
GAINESVILLE FL 32611