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ORCIDRoss Sparks
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- affiliation: CSIRO, Data61, Sydney, Australia
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Journal Articles
- 2023
[j22]David Evans, Ross Sparks:
Efficient algorithms for real-time syndromic surveillance. J. Biomed. Informatics 146: 104236 (2023)- 2022
- [j21]Ross Stewart Sparks
:
Selecting the rational subgroup is crucial in developing a robust monitoring plan for dispersion of normally distributed data. Commun. Stat. Simul. Comput. 51(12): 6925-6935 (2022) - 2020
- [j20]Aditya Joshi, Sarvnaz Karimi, Ross Sparks, Cécile Paris, C. Raina MacIntyre:
Survey of Text-based Epidemic Intelligence: A Computational Linguistics Perspective. ACM Comput. Surv. 52(6): 119:1-119:19 (2020) - 2017
- [j19]Ross Stewart Sparks, Bella Robinson, Robert Power, Mark A. Cameron, Sam Woolford:
An investigation into social media syndromic monitoring. Commun. Stat. Simul. Comput. 46(8): 5901-5923 (2017) - [j18]Ross Sparks:
Linking EWMA p Charts and the Risk Adjustment Control Charts. Qual. Reliab. Eng. Int. 33(3): 617-636 (2017) - [j17]Ross Sparks, Subhabrata Chakraborti:
Detecting changes in location using distribution-free control charts with big data. Qual. Reliab. Eng. Int. 33(8): 2577-2595 (2017) - 2016
- [j16]Ross Sparks, Branko G. Celler, Chris Okugami, Rajiv Jayasena, Marlien Varnfield:
Telehealth Monitoring of Patients in the Community. J. Intell. Syst. 25(1): 37-53 (2016) - [j15]Ross Stewart Sparks, Chris Okugami:
Tele-Health Monitoring of Patient Wellness. J. Intell. Syst. 25(4): 515-528 (2016) - [j14]Ross Sparks:
Detecting Periods of Significant Increased Communication Levels for Subgroups of Targeted Individuals. Qual. Reliab. Eng. Int. 32(5): 1871-1888 (2016) - 2015
- [j13]Adrien Ickowicz, Ross Sparks:
Estimation of an origin/destination matrix: application to a ferry transport data. Public Transp. 7(2): 235-258 (2015) - [j12]Ross Sparks:
Monitoring Highly Correlated Multivariate Processes Using Hotelling's T2 Statistic: Problems and Possible Solutions. Qual. Reliab. Eng. Int. 31(6): 1089-1097 (2015) - [j11]Ross Sparks:
Spatio-Temporal Surveillance Using CUSUM of Order Statistics. Qual. Reliab. Eng. Int. 31(8): 1743-1760 (2015) - [j10]Branko G. Celler, Ross Stewart Sparks:
Home Telemonitoring of Vital Signs - Technical Challenges and Future Directions. IEEE J. Biomed. Health Informatics 19(1): 82-91 (2015) - 2014
- [j9]Ross Sparks, Ellis Patrick:
Detection of Multiple Outbreaks Using Spatio-Temporal EWMA-Ordered Statistics. Commun. Stat. Simul. Comput. 43(10): 2678-2701 (2014) - 2013
- [j8]Sarah Bolt, Ross Sparks:
Detecting and diagnosing hotspots for the enhanced management of hospital emergency departments in Queensland, Australia. BMC Medical Informatics Decis. Mak. 13: 132 (2013) - 2012
- [j7]Ross Sparks:
Spatially Clustered Outbreak Detection Using the EWMA SCAN Statistics with Multiple Sized Windows. Commun. Stat. Simul. Comput. 41(9): 1637-1653 (2012) - [j6]Christine M. O'Keefe, Ross Stewart Sparks, Damien McAullay, Bronwyn Loong:
Confidentialising Survival Analysis Output in a Remote Data Access System. J. Priv. Confidentiality 4(1) (2012) - 2011
- [j5]Ross Stewart Sparks, Gordon J. Sutton, Peter J. Toscas, John T. Ormerod:
Modelling Inverse Gaussian Data with Censored Response Values: EM versus MCMC. Adv. Decis. Sci. 2011: 571768:1-571768:8 (2011) - 2010
- [j4]Jie Chen, Huidong Jin, Hongxing He, Damien McAullay, Christine M. O'Keefe, Ross Sparks, Chris Kelman:
Mining consequence events in temporal health data. Intell. Data Anal. 14(2): 245-261 (2010) - 2009
- [j3]Ross Stewart Sparks, Tim Keighley, David Muscatello:
Improving EWMA Plans for Detecting Unusual Increases in Poisson Counts. Adv. Decis. Sci. 2009: 512356:1-512356:16 (2009) - 2008
- [j2]Ross Sparks, Chris Carter, John B. Donnelly, Christine M. O'Keefe, Jodie Duncan, Tim Keighley, Damien McAullay:
Remote access methods for exploratory data analysis and statistical modelling: Privacy-Preserving Analytics®. Comput. Methods Programs Biomed. 91(3): 208-222 (2008) - 2004
- [j1]Ross Sparks:
SUR Models applied to an environmental situation with missing data and censored values. Adv. Decis. Sci. 8(1): 15-32 (2004)
Conference and Workshop Papers
- 2020
- [c15]Brian Jin, Aditya Joshi, Ross Sparks, Stephen Wan, Cécile Paris, C. Raina MacIntyre:
'Watch the Flu': A Tweet Monitoring Tool for Epidemic Intelligence of Influenza in Australia. AAAI 2020: 13616-13617 - [c14]Chang Xu, Cécile Paris, Ross Sparks, Surya Nepal, Keith Vander Linden:
Assessing Social License to Operate from the Public Discourse on Social Media. COLING (Industry) 2020: 146-159 - [c13]Chang Xu, Cécile Paris, Surya Nepal, Ross Sparks, Chong Long, Yafang Wang:
DAN: Dual-View Representation Learning for Adapting Stance Classifiers to New Domains. ECAI 2020: 2260-2267 - 2019
- [c12]Adith Iyer, Aditya Joshi, Sarvnaz Karimi, Ross Sparks, Cécile Paris:
Figurative Usage Detection of Symptom Words to Improve Personal Health Mention Detection. ACL (1) 2019: 1142-1147 - [c11]Chang Xu, Cécile Paris, Surya Nepal, Ross Sparks:
Recognising Agreement and Disagreement between Stances with Reason Comparing Networks. ACL (1) 2019: 4665-4671 - [c10]Aditya Joshi, Sarvnaz Karimi, Ross Sparks, Cécile Paris, C. Raina MacIntyre:
Does Multi-Task Learning Always Help?: An Evaluation on Health Informatics. ALTA 2019: 151-158 - [c9]Aditya Joshi, Sarvnaz Karimi, Ross Sparks, Cécile Paris, C. Raina MacIntyre:
A Comparison of Word-based and Context-based Representations for Classification Problems in Health Informatics. BioNLP@ACL 2019: 135-141 - 2018
- [c8]Chang Xu, Cécile Paris, Surya Nepal, Ross Sparks:
Cross-Target Stance Classification with Self-Attention Networks. ACL (2) 2018: 778-783 - [c7]Aditya Joshi, Xiang Dai, Sarvnaz Karimi, Ross Sparks, Cécile Paris, C. Raina MacIntyre:
Shot Or Not: Comparison of NLP Approaches for Vaccination Behaviour Detection. SMM4H@EMNLP 2018: 43-47 - 2017
- [c6]Sunghwan Mac Kim, Kyo Kageura, James McHugh, Surya Nepal, Cécile Paris, Bella Robinson, Ross Sparks, Stephen Wan:
Twitter Content Eliciting User Engagement: A Case Study on Australian Organisations. WWW (Companion Volume) 2017: 807-808 - 2015
- [c5]Branko G. Celler, Ross Sparks:
Model based methods for the analysis of non-stationary effects of telemonitoring as an intervention for the management of chronic conditions at home. EMBC 2015: 1588-1591 - 2006
- [c4]Kerry L. Taylor, Christine M. O'Keefe, John Colton, Rohan A. Baxter, Ross Sparks, Mark A. Cameron, Laurent Lefort, Uma Srinivasan:
A Data Network for Health e-Research. ECEH 2006: 215-226 - 2005
- [c3]Jiuyong Li, Ada Wai-Chee Fu, Hongxing He, Jie Chen, Huidong Jin, Damien McAullay, Graham J. Williams, Ross Sparks, Chris Kelman:
Mining risk patterns in medical data. KDD 2005: 770-775 - [c2]Jie Chen, Hongxing He, Jiuyong Li, Huidong Jin, Damien McAullay, Graham J. Williams, Ross Sparks, Chris Kelman:
Representing Association Classification Rules Mined from Health Data. KES (3) 2005: 1225-1231 - 2004
- [c1]Kerry L. Taylor, Christine M. O'Keefe, John Colton, Rohan A. Baxter, Ross Sparks, Uma Srinivasan, Mark A. Cameron, Laurent Lefort:
A Service Oriented Architecture for a Health Research Data Network. SSDBM 2004: 443-444
Informal and Other Publications
- 2020
- [i8]Chang Xu, Cécile Paris, Surya Nepal, Ross Sparks, Chong Long, Yafang Wang:
DAN: Dual-View Representation Learning for Adapting Stance Classifiers to New Domains. CoRR abs/2003.06514 (2020) - 2019
- [i7]Aditya Joshi, Sarvnaz Karimi, Ross Sparks, Cécile Paris, C. Raina MacIntyre:
Survey of Text-based Epidemic Intelligence: A Computational Linguistic Perspective. CoRR abs/1903.05801 (2019) - [i6]Chang Xu, Cécile Paris, Surya Nepal, Ross Sparks:
Recognising Agreement and Disagreement between Stances with Reason Comparing Networks. CoRR abs/1906.01392 (2019) - [i5]Adith Iyer, Aditya Joshi, Sarvnaz Karimi, Ross Sparks, Cécile Paris:
Figurative Usage Detection of Symptom Words to Improve Personal Health Mention Detection. CoRR abs/1906.05466 (2019) - [i4]Aditya Joshi, Sarvnaz Karimi, Ross Sparks, Cécile Paris, C. Raina MacIntyre:
A Comparison of Word-based and Context-based Representations for Classification Problems in Health Informatics. CoRR abs/1906.05468 (2019) - 2018
- [i3]Chang Xu, Cécile Paris, Surya Nepal, Ross Sparks:
Cross-Target Stance Classification with Self-Attention Networks. CoRR abs/1805.06593 (2018) - 2016
- [i2]William H. Woodall, Meng J. Zhao, Kamran Paynabar, Ross Sparks, James D. Wilson:
An overview and perspective on social network monitoring. CoRR abs/1603.09453 (2016) - [i1]Ross Sparks, James D. Wilson:
Monitoring communication outbreaks among an unknown team of actors in dynamic networks. CoRR abs/1606.09308 (2016)
Coauthor Index
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