Nathaniel D. Osgood

Orcid: 0000-0002-3994-3298

Affiliations:
  • University of Saskatchewan


According to our database1, Nathaniel D. Osgood authored at least 54 papers between 1999 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Links

Online presence:

On csauthors.net:

Bibliography

2023
Evaluating the Impact of Increased Dispensing of Opioid Agonist Therapy Take-Home Doses on Treatment Retention and Opioid-Related Harm among Opioid Agonist Therapy Recipients: A Simulation Study.
Syst., August, 2023

Participatory Modeling with Discrete-Event Simulation: A Hybrid Approach to Inform Policy Development to Reduce Emergency Department Wait Times.
Syst., July, 2023

Comparison of pretrained transformer-based models for influenza and COVID-19 detection using social media text data in Saskatchewan, Canada.
Frontiers Digit. Health, March, 2023

Opioid-related harms and care impacts of conventional and AI-based prescription management strategies: insights from leveraging agent-based modeling and machine learning.
Frontiers Digit. Health, March, 2023

An Agent-Based Social Impact Theory Model to Study the Impact of In-Person School Closures on Nonmedical Prescription Opioid Use among Youth.
Syst., February, 2023

Impacts of observation frequency on proximity contact data and modeled transmission dynamics.
PLoS Comput. Biol., February, 2023

Hierarchical and Upstream-Downstream Composition of Stock and Flow Models.
CoRR, 2023

Agent-Based Modeling and its Tradeoffs: An Introduction & Examples.
CoRR, 2023

2022
Dynamic Computational Models and Simulations of the Opioid Crisis: A Comprehensive Survey.
ACM Trans. Comput. Heal., 2022

Bayesian methods for time series of count data.
Commun. Stat. Simul. Comput., 2022

An Algebraic Framework for Stock & Flow Diagrams and Dynamical Systems Using Category Theory.
CoRR, 2022

Compositional Modeling with Stock and Flow Diagrams.
Proceedings of the Proceedings Fifth International Conference on Applied Category Theory, 2022

2021
GPU Accelerated PMCMC Algorithm with System Dynamics Modelling.
Proceedings of the Social, Cultural, and Behavioral Modeling, 2021

2019
Cough Detection Using Hidden Markov Models.
Proceedings of the Social, Cultural, and Behavioral Modeling, 2019

Multi-scale Simulation Modeling for Prevention and Public Health Management of Diabetes in Pregnancy and Sequelae.
Proceedings of the Social, Cultural, and Behavioral Modeling, 2019

Effect of E-Cigarette Use and Social Network on Smoking Behavior Change: An Agent-Based Model of E-Cigarette and Cigarette Interaction.
Proceedings of the Social, Cultural, and Behavioral Modeling, 2019

Parallelizing Convergent Cross Mapping Using Apache Spark.
Proceedings of the Social, Cultural, and Behavioral Modeling, 2019

2018
DNA Methylation Data to Predict Suicidal and Non-Suicidal Deaths: A Machine Learning Approach.
Proceedings of the IEEE International Conference on Healthcare Informatics, 2018

Mathematical Modeling of HPA axis Using Particle Filter Algorithm.
Proceedings of the IEEE International Conference on Healthcare Informatics, 2018

2017
Prospective Detection of Foodborne Illness Outbreaks Using Machine Learning Approaches.
Proceedings of the Social, Cultural, and Behavioral Modeling, 2017

Identifying Smoking from Smartphone Sensor Data and Multivariate Hidden Markov Models.
Proceedings of the Social, Cultural, and Behavioral Modeling, 2017

'They All Look the Same to Me.' An Agent Based Simulation of Out-Group Homogeneity.
Proceedings of the Social, Cultural, and Behavioral Modeling, 2017

Building Research Capacity: Results of a Feasibility Study Using a Novel mHealth Epidemiological Data Collection System Within a Gestational Diabetes Population.
Proceedings of the Building Capacity for Health Informatics in the Future, 2017

MRSA Transmission in a Personal Care Home Facility: A Spatially Explicit Agent Based Modeling Approach.
Proceedings of the 2017 IEEE International Conference on Healthcare Informatics, 2017

Multivariate Hidden Markov Models for Personal Smartphone Sensor Data: Time Series Analysis.
Proceedings of the 2017 IEEE International Conference on Healthcare Informatics, 2017

2016
Guest Editorial on Social Computing, Behavioral-Cultural Modeling and Prediction.
IEEE Trans. Comput. Soc. Syst., 2016

Systems simulation model for assessing the sustainability and synergistic impacts of sugar-sweetened beverages tax and revenue recycling on childhood obesity prevention.
J. Oper. Res. Soc., 2016

Opportunistic natural experiments using digital telemetry: a transit disruption case study.
Int. J. Geogr. Inf. Sci., 2016

Agile design meets hybrid models: Using modularity to enhance hybrid model design and use.
Proceedings of the Winter Simulation Conference, 2016

An aspect oriented framework to applying markov chain Monte Carlo methods with dynamic models.
Proceedings of the Symposium on Theory of Modeling & Simulation, 2016

Combining Particle Filtering and Transmission Modeling for TB Control.
Proceedings of the 2016 IEEE International Conference on Healthcare Informatics, 2016

Scaling Behavior of Human Mobility Distributions.
Proceedings of the Geographic Information Science - 9th International Conference, 2016

2015
Particle filtering in a seirv simulation model of H1N1 influenza.
Proceedings of the 2015 Winter Simulation Conference, 2015

Particle filtering using agent-based transmission models.
Proceedings of the 2015 Winter Simulation Conference, 2015

Improving the flexibility of simulation modeling with aspects.
Proceedings of the Symposium on Theory of Modeling & Simulation: DEVS Integrative M&S Symposium, 2015

Gaming the Social System: A Game Theoretic Examination of Social Influence in Risk Behaviour.
Proceedings of the Social Computing, Behavioral-Cultural Modeling, and Prediction, 2015

2014
Towards closed loop modeling: evaluatng the prospects for creating recurrently regrounded aggregate simulation models using particle filtering.
Proceedings of the 2014 Winter Simulation Conference, 2014

A tripartite hybrid model architecture for investigating health and cost impacts and intervention tradeoffs for diabetic end-stage renal disease.
Proceedings of the 2014 Winter Simulation Conference, 2014

Discrete choice, agent based and system dynamics simulation of health profession career paths.
Proceedings of the 2014 Winter Simulation Conference, 2014

Frabjous: A Declarative Domain-Specific Language for Agent-Based Modeling.
Proceedings of the Social Computing, Behavioral-Cultural Modeling and Prediction, 2014

Integrating Epidemiological Modeling and Surveillance Data Feeds: A Kalman Filter Based Approach.
Proceedings of the Social Computing, Behavioral-Cultural Modeling and Prediction, 2014

A Field-Validated Architecture for the Collection of Health-Relevant Behavioural Data.
Proceedings of the 2014 IEEE International Conference on Healthcare Informatics, 2014

2013
The Impact of Spatial Resolution and Representation on Human Mobility Predictability.
Proceedings of the Web and Wireless Geographical Information Systems, 2013

2012
Leveraging H1N1 infection transmission modeling with proximity sensor microdata.
BMC Medical Informatics Decis. Mak., 2012

Temporal aggregation impacts on epidemiological simulations employing microcontact data.
BMC Medical Informatics Decis. Mak., 2012

iEpi: an end to end solution for collecting, conditioning and utilizing epidemiologically relevant data.
Proceedings of the 2nd ACM international workshop on Pervasive Wireless Healthcare, 2012

Towards frabjous: a two-level system for functional reactive agent-based epidemic simulation.
Proceedings of the ACM International Health Informatics Symposium, 2012

Human network data collection in the wild: the epidemiological utility of micro-contact and location data.
Proceedings of the ACM International Health Informatics Symposium, 2012

2011
A system dynamics model of tuberculosis diffusion with respect to contact tracing investigation.
Proceedings of the Winter Simulation Conference 2011, 2011

2010
Summary function elasticity analysis for an individual-based System Dynamics model.
Proceedings of the 2010 Winter Simulation Conference, 2010

Flunet: Automated tracking of contacts during flu season.
Proceedings of the 8th International Symposium on Modeling and Optimization in Mobile, Ad-Hoc and Wireless Networks (WiOpt 2010), May 31, 2010

2009
Capacity bounds for cellular wireless mesh networks.
Proceedings of the 17th Annual Meeting of the IEEE/ACM International Symposium on Modelling, 2009

Interactive usability instrumentation.
Proceedings of the 1st ACM SIGCHI symposium on Engineering Interactive Computing System , 2009

1999
Customizable program analysis via generic abstract interpretation.
PhD thesis, 1999


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