Carolyn McGregor

Orcid: 0000-0002-0491-4403

Affiliations:
  • University of Ontario Institute of Technology, Oshawa, Canada


According to our database1, Carolyn McGregor authored at least 99 papers between 2002 and 2023.

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

Timeline

Legend:

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Bibliography

2023
"That Student Should be a Lion Tamer!" StressViz: Designing a Stress Analytics Dashboard for Teachers.
Proceedings of the LAK 2023: 13th International Learning Analytics and Knowledge Conference, 2023

Using machine learning to improve bovine tuberculosis control in herd level outbreaks.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

Detecting Stress from Multivariate Time Series Data Using Topological Data Analysis.
Proceedings of the AI 2023: Advances in Artificial Intelligence, 2023

2022
A Framework for the Design, Development, Testing and Deployment of Reliable Big Data Platforms.
Proceedings of the IEEE International Conference on Big Data, 2022

2021
Privacy Preserving Framework for Big Data Management in Smart Buildings.
Proceedings of the 19th IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, 2021

Big data and artificial intelligence in healthcare: Ethical and social implications of neonatology.
Proceedings of the IEEE International Symposium on Technology and Society, 2021

Antenatal Care in Australia: Process Mapping to Visualise Resources and Care.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

Knowledge Discovery of the Delays Experienced in Reporting COVID-19 Confirmed Positive Cases Using Time to Event Models.
Proceedings of the Discovery Science - 24th International Conference, 2021

A Decoupled Data Pipeline and its Reliability Assessment: Case Study in Extreme Climatic Humans Studies.
Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

An Alert Notification Subsystem for AI Based Clinical Decision Support: A Protoype in NICU.
Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

2020
Towards Player Health Analytics in Overwatch.
Proceedings of the 8th IEEE International Conference on Serious Games and Applications for Health, 2020

A Cloud Based Big Data Health-Analytics-as-a-Service Framework to Support Low Resource Setting Neonatal Intensive Care Unit.
Proceedings of the ICMHI 2020: 4th International Conference on Medical and Health Informatics, 2020

A Privacy Preserving Framework for Smart Cities utilising IoT, Smart Buildings and Big Data.
Proceedings of the 22nd IEEE International Conference on High Performance Computing and Communications; 18th IEEE International Conference on Smart City; 6th IEEE International Conference on Data Science and Systems, 2020

Health Analytics as a Service with Artemis Cloud: Service Availability<sup>*</sup>.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

Application of TPRMine Method for Identification of Temporal Changes on Patients with COPD: A Case Study in Telehealth.
Proceedings of the 33rd IEEE International Symposium on Computer-Based Medical Systems, 2020

Identification of Temporal Changes on Patients at Risk of LONS with TPRMine: A Case Study in NICU.
Proceedings of the 33rd IEEE International Symposium on Computer-Based Medical Systems, 2020

Edge Computing with Big Data Cloud Architecture: A Case Study in Smart Building.
Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

2019
Adaptive API for Real-Time Streaming Analytics as a Service.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

Opportunities for a Cloud Based Health Analytics as a Service for Eastern Cape Initiation Schools in South Africa.
Proceedings of the 32nd IEEE International Symposium on Computer-Based Medical Systems, 2019

2018
Fusing Dimension Reduction and Classification for Mining Interesting Frequent Patterns in Patients Data.
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2018

A Social Media Tax Data Warehouse to Manage the Underground Economy.
Proceedings of the 20th IEEE International Conference on High Performance Computing and Communications; 16th IEEE International Conference on Smart City; 4th IEEE International Conference on Data Science and Systems, 2018

2017
New Approaches for Integration: Integration of Haptic Garments, Big Data Analytics, and Serious Games for Extreme Environments.
IEEE Consumer Electron. Mag., 2017

Integrating Big Data analytics, virtual reality, and ARAIG to support resilience assessment and development in tactical training.
Proceedings of the 5th IEEE International Conference on Serious Games and Applications for Health, 2017

A Flexible Parental Engaged Consent Model for the Secondary Use of Their Infant's Physiological Data in the Neonatal Intensive Care Context.
Proceedings of the 2017 IEEE International Conference on Healthcare Informatics, 2017

A Cloud Based Big Data Based Online Health Analytics for Rural NICUs and PICUs in India: Opportunities and Challenges.
Proceedings of the 30th IEEE International Symposium on Computer-Based Medical Systems, 2017

2016
PhysioEx: Visual Analysis of Physiological Event Streams.
Comput. Graph. Forum, 2016

An architecture for health data collection using off-the-shelf health sensors.
Proceedings of the 2016 IEEE International Symposium on Medical Measurements and Applications, 2016

CoRAD: Visual Analytics for Cohort Analysis.
Proceedings of the 2016 IEEE International Conference on Healthcare Informatics, 2016

Enhance Network Communications in a Cloud-Based Real-Time Health Analytics Platform Using SDN.
Proceedings of the 2016 IEEE International Conference on Healthcare Informatics, 2016

Design of the ARAIG haptic garment for enhanced resilience assessment and development in tactical training serious games.
Proceedings of the IEEE 6th International Conference on Consumer Electronics - Berlin, 2016

Big Data Analytics for Resilience Assessment and Development in Tactical Training Serious Games.
Proceedings of the 29th IEEE International Symposium on Computer-Based Medical Systems, 2016

2015
Enabling the integration of clinical event and physiological data for real-time and retrospective analysis.
Inf. Syst. E Bus. Manag., 2015

Streaming Physiological Data: General Public Perceptions of Secondary Use and Application to Research in Neonatal Intensive Care.
Proceedings of the MEDINFO 2015: eHealth-enabled Health, 2015

Smart city architecture for community level services through the internet of things.
Proceedings of the 18th International Conference on Intelligence in Next Generation Networks, 2015

A Method for Real-Time Stimulation and Response Monitoring Using Big Data and Its Application to Tactical Training.
Proceedings of the 28th IEEE International Symposium on Computer-Based Medical Systems, 2015

2014
Toward a Big Data Healthcare Analytics System: A Mathematical Modeling Perspective.
Proceedings of the 2014 IEEE World Congress on Services, 2014

The Impact of Cervical Manipulation on Heart Rate Variability.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

Remote, real-time monitoring and analysis of vital signs of neonatal graduate infants.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

Heart rate variability as an indicator for morphine pharmacokinetics and pharmacodynamics in critically ill newborn infants.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

Parametric Power Spectrum Analysis of ECG Signals for Obstructive Sleep Apnoea Classification.
Proceedings of the 2014 IEEE 27th International Symposium on Computer-Based Medical Systems, 2014

A Method for a Real-Time Novel Premature Infant Pain Profile Using High Rate, High Volume Physiological Data Streams.
Proceedings of the 2014 IEEE 27th International Symposium on Computer-Based Medical Systems, 2014

A Real-Time Multi-dimensional Visualization Framework for Critical and Complex Environments.
Proceedings of the 2014 IEEE 27th International Symposium on Computer-Based Medical Systems, 2014

Automated Sleep-Wake Detection in Neonates from Cerebral Function Monitor Signals.
Proceedings of the 2014 IEEE 27th International Symposium on Computer-Based Medical Systems, 2014

A Rule-Based Temporal Analysis Method for Online Health Analytics and Its Application for Real-Time Detection of Neonatal Spells.
Proceedings of the 2014 IEEE International Congress on Big Data, Anchorage, AK, USA, June 27, 2014

A comprehensive framework design for continuous quality improvement within the neonatal intensive care unit: Integration of the SPOE, CRISP-DM and PaJMa models.
Proceedings of IEEE-EMBS International Conference on Biomedical and Health Informatics, 2014

Cardiorespiratory physiological data as an indicator of morphine pharmacokinetics and pharmacodynamics in critically ill newborn infants.
Proceedings of the AMIA 2014, 2014

2013
Big Data in Neonatal Intensive Care.
Computer, 2013

Real-time Multidimensional Temporal Analysis of Complex High Volume Physiological Data Streams in the Neonatal Intensive Care Unit.
Proceedings of the MEDINFO 2013, 2013

Analysis of Continuous Oxygen Saturation Data for Accurate Representation of Retinal Exposure to Oxygen in the Preterm Infant.
Proceedings of the Enabling Health and Healthcare through ICT, 2013

Wearable monitors on babies: Big data saving little people.
Proceedings of the Social Implications of Wearable Computing and Augmediated Reality in Everyday Life: 2013 IEEE International Symposium on Technology and Society, 2013

Supporting Health Informatics with Platform-as-a-Service Cloud Computing.
Proceedings of the Advanced Technologies, Embedded and Multimedia for Human-centric Computing, 2013

Detection of apnoea from respiratory time series data using clinically recognizable features and kNN classification.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

Integration of drug dosing data with physiological data streams using a cloud computing paradigm.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

Cloud framework for real-time synchronous physiological streams to support rural and remote Critical Care.
Proceedings of the 26th IEEE International Symposium on Computer-Based Medical Systems, 2013

The Impact Of Routine Blood Transfusion On Heart Rate Variability In Premature Infants.
Proceedings of the AMIA 2013, 2013

2012
A Method for Modeling Health Informatics Capacity in Patient Journeys Supported by Interprofessional Teams.
Proceedings of the 45th Hawaii International International Conference on Systems Science (HICSS-45 2012), 2012

Integrating complex business processes for knowledge-driven clinical decision support systems.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

A system for the transmission, processing and visualisation of EEG to support Irish Neonatal Intensive Care Units.
Proceedings of the 25th IEEE Canadian Conference on Electrical and Computer Engineering, 2012

CBPsp: Complex Business Processes for Stream Processing.
Proceedings of the 25th IEEE Canadian Conference on Electrical and Computer Engineering, 2012

Variability analysis with analytics applied to physiological data streams from the neonatal intensive care unit.
Proceedings of CBMS 2012, 2012

A novel framework for event stream processing of clinical practice guidelines.
Proceedings of 2012 IEEE-EMBS International Conference on Biomedical and Health Informatics, 2012

Trends and opportunities for integrated real time neonatal clinical decision support.
Proceedings of 2012 IEEE-EMBS International Conference on Biomedical and Health Informatics, 2012

2011
A Framework for Multidimensional Real-Time Data Analysis: A Case Study for the Detection of Apnoea of Prematurity.
Int. J. Comput. Model. Algorithms Medicine, 2011

Next Generation Neonatal Health Informatics with Artemis.
Proceedings of the User Centered Networked Health Care - Proceedings of MIE 2011, 2011

Service oriented architecture to support real-time implementation of artifact detection in critical care monitoring.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

A cloud computing framework for real-time rural and remote service of critical care.
Proceedings of the 24th IEEE International Symposium on Computer-Based Medical Systems, 2011

2010
Next generation remote critical care through service-oriented architectures: challenges and opportunities.
Serv. Oriented Comput. Appl., 2010

A framework to model and translate clinical rules to support complex real-time analysis of physiological and clinical data.
Proceedings of the ACM International Health Informatics Symposium, 2010

On the integration of an artifact system and a real-time healthcare analytics system.
Proceedings of the ACM International Health Informatics Symposium, 2010

A framework for nursing documentation enabling integration with HER and real-time patient monitoring.
Proceedings of the IEEE 23rd International Symposium on Computer-Based Medical Systems (CBMS 2010), 2010

Stream computing and its application to critical care.
Proceedings of the IEEE 23rd International Symposium on Computer-Based Medical Systems (CBMS 2010), 2010

2009
Standards for physiological data transmission and archiving for the support of the service of critical care.
SIGBED Rev., 2009

Guest Editors' Introduction on eHealth and Services Computing in Healthcare.
J. Theor. Appl. Electron. Commer. Res., 2009

A Survey of Physiological Monitoring Data Models to Support the Service of Critical Care.
Proceedings of the 33rd Annual IEEE International Computer Software and Applications Conference, 2009

A survey of recent physiological monitoring and transmission to support the service of critical care.
Proceedings of the Twenty-Second IEEE International Symposium on Computer-Based Medical Systems, 2009

Extending CRISP-DM to incorporate temporal data mining of multidimensional medical data streams: A neonatal intensive care unit case study.
Proceedings of the Twenty-Second IEEE International Symposium on Computer-Based Medical Systems, 2009

2008
Real-Time Service-Oriented Architectures to Support Remote Critical Care: Trends and Challenges.
Proceedings of the 32nd Annual IEEE International Computer Software and Applications Conference, 2008

2007
On-demand Virtual Neonatal Intensive Care units supporting rural, remote and urban healthcare with Bush Babies Broadband.
J. Netw. Comput. Appl., 2007

A Framework for the Design of Web Service Based Clinical Management Systems to Support Inter and Intra Organizational Patient Journeys.
Int. J. Heal. Inf. Syst. Informatics, 2007

Temporal abstraction in intelligent clinical data analysis: A survey.
Artif. Intell. Medicine, 2007

A Systems Development Life Cycle Approach to Patient Journey Modeling Projects.
Proceedings of the MEDINFO 2007 - Proceedings of the 12th World Congress on Health (Medical) Informatics, 2007

High frequency distributed data stream event correlation to improve neonatal clinical management.
Proceedings of the 2007 Inaugural International Conference on Distributed Event-Based Systems, 2007

2006
Design of an Agent Server for Neonatal Analysis and Trend Detection.
Int. Trans. Syst. Sci. Appl., 2006

A shareable web service-based intelligent decision support system for on-demand business process management.
Int. J. Bus. Process. Integr. Manag., 2006

A Communication Tool to Improve the Patient Journey Modeling Process.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006

2005
Bush Babies Broadband: On-Demand Virtual Neonatal Intensive Care Unit Support for Regional Australia.
Proceedings of the Third International Conference on Information Technology and Applications (ICITA 2005), 2005

Compression of XML Physiological Data Streams to Support Neonatal Intensive Care Unit Web Services.
Proceedings of the 2005 IEEE International Conference on e-Technology, e-Commerce, and e-Services (EEE 2005), 29 March, 2005

A Web Services Based Framework for the Transmission of Physiological Data for Local and Remote Neonatal Intensive Care.
Proceedings of the 2005 IEEE International Conference on e-Technology, e-Commerce, and e-Services (EEE 2005), 29 March, 2005

2004
A Web-Service based framework for analyzing and measuring business performance.
Inf. Syst. E Bus. Manag., 2004

Correlating Events for Monitoring Business Processes.
Proceedings of the ICEIS 2004, 2004

2003
A Framework for Analyzing and Measuring Business Performance with Web Services.
Proceedings of the 2003 IEEE International Conference on Electronic Commerce (CEC 2003), 2003

A Method to Extend BPEL4WS to Enable Business Performance Measurement.
Proceedings of the International Conference on Web Services, ICWS '03, June 23, 2003

Balanced Scorecard Driven Business Process Definition Using XML.
Proceedings of the 36th Hawaii International Conference on System Sciences (HICSS-36 2003), 2003

XML and the Semantic Web: Implications and Applications Minitrack Introduction.
Proceedings of the 36th Hawaii International Conference on System Sciences (HICSS-36 2003), 2003

2002
An Agent-Based System for Trading Partner Management in B2B e-Commerce.
Proceedings of the 12th International Workshop on Research Issues in Data Engineering: Engineering E-Commerce/E-Business Systems, 2002

Business Process Monitoring Using Web Services in B2B e-Commerce.
Proceedings of the 16th International Parallel and Distributed Processing Symposium (IPDPS 2002), 2002

Minitrack Introduction.
Proceedings of the 35th Hawaii International Conference on System Sciences (HICSS-35 2002), 2002

The E-baby Data Warehouse: A Case Study.
Proceedings of the 35th Hawaii International Conference on System Sciences (HICSS-35 2002), 2002

Using XML to Facilitate Information Management across Multiple Local Government Agencies.
Proceedings of the 35th Hawaii International Conference on System Sciences (HICSS-35 2002), 2002


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