Ross Sparks

Orcid: 0000-0001-5852-5334

Affiliations:
  • CSIRO, Data61, Sydney, Australia


According to our database1, Ross Sparks authored at least 40 papers between 2004 and 2023.

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

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Other 

Links

Online presence:

On csauthors.net:

Bibliography

2023
Efficient algorithms for real-time syndromic surveillance.
J. Biomed. Informatics, October, 2023

2022
Selecting the rational subgroup is crucial in developing a robust monitoring plan for dispersion of normally distributed data.
Commun. Stat. Simul. Comput., 2022

2020
Survey of Text-based Epidemic Intelligence: A Computational Linguistics Perspective.
ACM Comput. Surv., 2020

DAN: Dual-View Representation Learning for Adapting Stance Classifiers to New Domains.
Proceedings of the ECAI 2020 - 24th European Conference on Artificial Intelligence, 29 August-8 September 2020, Santiago de Compostela, Spain, August 29 - September 8, 2020, 2020

Assessing Social License to Operate from the Public Discourse on Social Media.
Proceedings of the 28th International Conference on Computational Linguistics, 2020

'Watch the Flu': A Tweet Monitoring Tool for Epidemic Intelligence of Influenza in Australia.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
Survey of Text-based Epidemic Intelligence: A Computational Linguistic Perspective.
CoRR, 2019

A Comparison of Word-based and Context-based Representations for Classification Problems in Health Informatics.
Proceedings of the 18th BioNLP Workshop and Shared Task, 2019

Recognising Agreement and Disagreement between Stances with Reason Comparing Networks.
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

Figurative Usage Detection of Symptom Words to Improve Personal Health Mention Detection.
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

Does Multi-Task Learning Always Help?: An Evaluation on Health Informatics.
Proceedings of the The 17th Annual Workshop of the Australasian Language Technology Association, 2019

2018
Shot Or Not: Comparison of NLP Approaches for Vaccination Behaviour Detection.
Proceedings of the 2018 EMNLP Workshop SMM4H: The 3rd Social Media Mining for Health Applications Workshop & Shared Task, 2018

Cross-Target Stance Classification with Self-Attention Networks.
Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

2017
Detecting changes in location using distribution-free control charts with big data.
Qual. Reliab. Eng. Int., 2017

Linking EWMA p Charts and the Risk Adjustment Control Charts.
Qual. Reliab. Eng. Int., 2017

An investigation into social media syndromic monitoring.
Commun. Stat. Simul. Comput., 2017

Twitter Content Eliciting User Engagement: A Case Study on Australian Organisations.
Proceedings of the 26th International Conference on World Wide Web Companion, 2017

2016
Detecting Periods of Significant Increased Communication Levels for Subgroups of Targeted Individuals.
Qual. Reliab. Eng. Int., 2016

Tele-Health Monitoring of Patient Wellness.
J. Intell. Syst., 2016

Telehealth Monitoring of Patients in the Community.
J. Intell. Syst., 2016

An overview and perspective on social network monitoring.
CoRR, 2016

Monitoring communication outbreaks among an unknown team of actors in dynamic networks.
CoRR, 2016

2015
Home Telemonitoring of Vital Signs - Technical Challenges and Future Directions.
IEEE J. Biomed. Health Informatics, 2015

Spatio-Temporal Surveillance Using CUSUM of Order Statistics.
Qual. Reliab. Eng. Int., 2015

Monitoring Highly Correlated Multivariate Processes Using Hotelling's <i>T</i><sup>2</sup> Statistic: Problems and Possible Solutions.
Qual. Reliab. Eng. Int., 2015

Estimation of an origin/destination matrix: application to a ferry transport data.
Public Transp., 2015

Model based methods for the analysis of non-stationary effects of telemonitoring as an intervention for the management of chronic conditions at home.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

2014
Detection of Multiple Outbreaks Using Spatio-Temporal EWMA-Ordered Statistics.
Commun. Stat. Simul. Comput., 2014

2013
Detecting and diagnosing hotspots for the enhanced management of hospital emergency departments in Queensland, Australia.
BMC Medical Informatics Decis. Mak., 2013

2012
Confidentialising Survival Analysis Output in a Remote Data Access System.
J. Priv. Confidentiality, 2012

Spatially Clustered Outbreak Detection Using the EWMA SCAN Statistics with Multiple Sized Windows.
Commun. Stat. Simul. Comput., 2012

2011
Modelling Inverse Gaussian Data with Censored Response Values: EM versus MCMC.
Adv. Decis. Sci., 2011

2010
Mining consequence events in temporal health data.
Intell. Data Anal., 2010

2009
Improving EWMA Plans for Detecting Unusual Increases in Poisson Counts.
Adv. Decis. Sci., 2009

2008
Remote access methods for exploratory data analysis and statistical modelling: Privacy-Preserving Analytics<sup>®</sup>.
Comput. Methods Programs Biomed., 2008

2006
A Data Network for Health e-Research.
Proceedings of the European Conference on eHealth 2006, 2006

2005
Representing Association Classification Rules Mined from Health Data.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2005

Mining risk patterns in medical data.
Proceedings of the Eleventh ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2005

2004
SUR Models applied to an environmental situation with missing data and censored values.
Adv. Decis. Sci., 2004

A Service Oriented Architecture for a Health Research Data Network.
Proceedings of the 16th International Conference on Scientific and Statistical Database Management (SSDBM 2004), 2004


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