Faculty

Institution

Unit

Venue

David Richard Cutler

Senior Vice Provost & Professor

Utah State University

Affiliations

College of Science

Department of Mathematics and Statistics

David Richard Cutler is currently serving as a College Of Science Senior Vice Provost & Professor at Utah State University.

Honors

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Experiences

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Education

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David Richard Cutler

Utah State University

Senior Vice Provost & Professor

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ecology biodiversity geography ecological applications conservation biology applied ecology health sciences ecological indicator biological conservation forest ecology nutrition forest research biological invasions evolutionary biology biogeography community (ecology) wildlife specie distribution spatial ecology osteoporosis bone fracture clinical nutrition geographical information science forest conservation osteoporotic hip fracture spatial analysis public health nutrition bone health nutritional epidemiology ecological modelling forest health monitoring forest inventory census species distribution models child nutrition bone research forest health forest biometrics dietary health land cover map classification method bone disease population studies classification tree models hip fracture lichen species invasive plant species antioxidants applied geography pediatric obesity geospatial mapping land cover cover mapping omega-3 fatty acids human nutrition lipid nutrition class imbalances cost-sensitive machine learning genitourinary cancers prostatic disease urological research phylogenetic methods plant taxonomy optimal experimental design experiment design population science used statistical methods random forests sample survey design dietary protein antioxidant intake map accuracy model-based stratification suitable coqui habitat coqui habitats potential coqui habitats statistics machine learning statistical science predictive analytics data mining analytics optimization-based data mining

Notable Scholarly Works

Notable Federal Grants

Collaborators

Assessing Agreement Between Permutation and Dropout Variable Importance Methods for Regression and Random Forest Models. Electronic Research Archive (2024)

Kelvyn BladenD. Richard Cutler

model selectionpermutation importance metricsmachine learning researchmachine learningfeature selectiondata sciencedecision tree learningconventional metricsloco metricshigh-dimensional statisticsapplied statisticsstatistics

Factorial Experiment to Identify Two-Way Interactions Between Temperature, Harvesting Period, Hydraulic Retention Time, and Light Intensity That Influence the Biomass Productivity and Phosphorus Removal Efficiency of a Microalgae–Bacteria Biofilm. Water Science & Technology (2024)

Jacob Dean WatkinsClayton Jack LordsAbiela Meek BradleyDavid Richard CutlerRonald Charles Sims

bioenergyenvironmental engineeringwaste managementtwo-way interactionshydraulic retention timealgal biotechnologywastewater treatmentalgal biomassalgal harvestingenvironmental sciencebiological waste treatmentfactorial experimentalgal research

Model Agnostic Local Variable Importance for Locally Dependent Relationships. arXiv (Cornell University) (2024)

Bladen, Kelvyn K.Cutler, AdeleCutler, D. RichardMoon, Kevin R.

classification methodmachine learning researchdata miningdata classificationcomputational statisticssupervised learningmachine learningentire datasetdata sciencemarginal importance valuesstatistical inferencehigh-dimensional statisticslocal variable importanceknowledge discoverystatistics

Correcting for the Effects of Class Imbalance Improves the Performance of Machine-Learning Based Species Distribution Models. Ecological Modelling (2023)

Donald J. BenkendorfSamuel D. SchwartzD. Richard CutlerCharles P. Hawkins

cost-sensitive machine learningspecies distribution modelsstatisticsclassification methodclass imbalancespopulation biologybiostatisticsbiological conservationevolutionary biologyecological applicationsspecie distributionbiodiversity

Microalgae Biofilms for Nutrient Reclamation From Anaerobic Digestate: A Factorial Analysis of Parameters Influencing Biomass Productivity and Phosphorus Removal. (2023)

Watkins, Jacob DeanLords, Clayton JackBradley, Abiela MeekCutler, David RichardSims, Ronald Charles

environmental engineeringphosphorus removalbioremediationmicroalgae biofilmsbiofilmsfactorial analysisalgal biotechnologywastewater treatmentalgal biomassenvironmental sciencebiological waste treatmentenvironmental microbiologyapplied microbiology

Non‐Equilibrium in Plant Distribution Models – Only an Issue for Introduced or Dispersal Limited Species?. Ecography (2014)

Diane R. MenuzKarin M. KettenringCharles P. HawkinsD. Richard Cutler

species distribution modelsapplied ecologyintroduced speciesmodel accuracyecological modellingspatial ecologyspecie distributiongeographyecological applicationsbiogeographyecologyecosystemsbiodiversity

Predicting Risk of Invasive Species Occurrence: Plot Based. USGS/NPS joint publication (2014)

Edwards, T.CCutler, D.Beard, K.H

population biologyinvasion biologybiological conservationecological risk assessmentbiological invasionsconservation biologyinvasive species occurrenceecologyinvasive species

The Process of Model Assessment and Evaluation. USGS/NPS joint publication (2014)

Edwards, T.CCutler, D.Beard, K.H

model selectionsystems engineeringmodel assessmentmodel analysissystems modelingperformance evaluationmodel-based software developmentsystem sciencemodeling and simulationmodel management

Predicting the Distribution Potential of an Invasive Puerto Rican Frog (Eleutherodactylus Coqui) in Hawaii Using Remote Sensing Data. Diversity and Distributions (2012)

Bisrat, S.AWhite, M.ABeard, K.HCutler, D.

wildlife ecologyremote sensing datadistribution potentialwildlifebiogeographyspatial ecologyeleutherodactylus coquispecie distributionbiological conservationgeographybiological invasionsanimal conservationconservation biologyconservation scienceenvironmental scienceecologyinvasive speciesbiodiversity

Random Forests. Springer eBooks (2012)

Adele CutlerD. Richard CutlerJohn R. Stevens

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David Richard Cutler

Senior Vice Provost & Professor

Utah State University

Affiliations

College of Science

Department of Mathematics and Statistics

David Richard Cutler is currently serving as a College Of Science Senior Vice Provost & Professor at Utah State University.

Honors

Create free account to unlock more features

Experiences

Create free account to unlock more features

Education

Create free account to unlock more features

David Richard Cutler

Utah State University

Senior Vice Provost & Professor

You can click a keyword to filter the displayed items

Notable Scholarly Works

Notable Federal Grants

Collaborators

Assessing Agreement Between Permutation and Dropout Variable Importance Methods for Regression and Random Forest Models. Electronic Research Archive (2024)

Kelvyn BladenD. Richard Cutler

Jacob Dean WatkinsClayton Jack LordsAbiela Meek BradleyDavid Richard CutlerRonald Charles Sims

Model Agnostic Local Variable Importance for Locally Dependent Relationships. arXiv (Cornell University) (2024)

Bladen, Kelvyn K.Cutler, AdeleCutler, D. RichardMoon, Kevin R.

Correcting for the Effects of Class Imbalance Improves the Performance of Machine-Learning Based Species Distribution Models. Ecological Modelling (2023)

Donald J. BenkendorfSamuel D. SchwartzD. Richard CutlerCharles P. Hawkins

Microalgae Biofilms for Nutrient Reclamation From Anaerobic Digestate: A Factorial Analysis of Parameters Influencing Biomass Productivity and Phosphorus Removal. (2023)

Watkins, Jacob DeanLords, Clayton JackBradley, Abiela MeekCutler, David RichardSims, Ronald Charles

Non‐Equilibrium in Plant Distribution Models – Only an Issue for Introduced or Dispersal Limited Species?. Ecography (2014)

Diane R. MenuzKarin M. KettenringCharles P. HawkinsD. Richard Cutler

Predicting Risk of Invasive Species Occurrence: Plot Based. USGS/NPS joint publication (2014)

Edwards, T.CCutler, D.Beard, K.H

population biologyinvasion biologybiological conservationecological risk assessmentbiological invasionsconservation biologyinvasive species occurrenceecologyinvasive species

The Process of Model Assessment and Evaluation. USGS/NPS joint publication (2014)

Edwards, T.CCutler, D.Beard, K.H

model selectionsystems engineeringmodel assessmentmodel analysissystems modelingperformance evaluationmodel-based software developmentsystem sciencemodeling and simulationmodel management

Predicting the Distribution Potential of an Invasive Puerto Rican Frog (Eleutherodactylus Coqui) in Hawaii Using Remote Sensing Data. Diversity and Distributions (2012)

Bisrat, S.AWhite, M.ABeard, K.HCutler, D.

Random Forests. Springer eBooks (2012)

Adele CutlerD. Richard CutlerJohn R. Stevens

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