Didi Surian

Research Outputs

Research output per year 2003 2020

• 465 Citations
• 9 h-Index
• 16 Article
• 8 Conference proceeding contribution
• 3 Entry for encyclopedia/dictionary/reference book
• 2 Doctoral Thesis
• 3 More
  • 1 Other report
  • 1 Meeting abstract
  • 1 Bachelor (Honours) Thesis

Research output per year

Research output per year

Search results

• 2003

  Perancangan sistem monitoring ruangan melalui jaringan komputer lokal

  Surian, D., 2003, (Unpublished)

  Research output: Thesis › Bachelor (Honours) Thesis
• 2008

  Perancangan IPcore mikrokontroler kompatibel ATMEL ATMEGA8535 dengan VHDL

  Surian, D., 2008, 234 p.

  Research output: Thesis › Doctoral Thesis
• 2010

  Mining collaboration patterns from a large developer network

  Surian, D., Lo, D. & Lim, E. P., 2010, Proceedings - 17th Working Conference on Reverse Engineering, WCRE 2010. Antoniol, G., Pinzger, M. & Chikofsky, E. (eds.). Beverly, MA, United States: Institute of Electrical and Electronics Engineers (IEEE), p. 269-273 5 p. 5645568

  Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding contribution

  • Computational complexity
  • Statistics
  36 Citations (Scopus)
• 2011

  Mining direct antagonistic communities in explicit trust networks

  Lo, D., Surian, D., Zhang, K. & Lim, E. P., 2011, CIKM'11: Proceedings of the 2011 ACM International Conference on Information and Knowledge Management. Berendt, B., de Vries, A., Wenfei, F., Craig, M., Iadh, O. & Ian, R. (eds.). New York: Association for Computing Machinery (ACM), p. 1013-1018 6 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding contribution

  • Distrust
  • Friendship
  • Facebook
  • Scalability
  • Social networking sites
  19 Citations (Scopus)

• Mining rich graphs: a graph transformation approach

  Surian, D., Lo, D., Cheng, H. & Lim, E-P., 2011, 12 p.

  Research output: Book/Report › Other report

  • Labels
  • Experiments

• Recommending people in developers' collaboration network

  Surian, D., Liu, N., Lo, D., Tong, H., Lim, E. P. & Faloutsos, C., 2011, Proceedings - 18th Working Conference on Reverse Engineering, WCRE 2011. Pinzger, M., Poshyvanyk, D. & Buckley, J. (eds.). Limerick, Ireland: Institute of Electrical and Electronics Engineers (IEEE), p. 379-388 10 p. 6079864

  Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding contribution

  • Computer programming languages
  • Software engineering
  • Experiments
  • Open source software
  45 Citations (Scopus)
• 2013

  A causal approach for mining interesting anomalies

  Babbar, S., Surian, D. & Chawla, S., 2013, Advances in Artificial Intelligence - 26th Canadian Conference on Artificial Intelligence, Canadian AI 2013, Proceedings. Zaïane, O. R. & Zilles, S. (eds.). Heidelberg: Springer, Springer Nature, Vol. 7884 LNAI. p. 226-232 7 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7884 LNAI).

  Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding contribution

  • Bayesian networks
  • Anomaly
  • Mining
  • Bayesian Networks
  • Association rules
  1 Citation (Scopus)

• Latent outlier detection and the low precision problem

  Wang, F., Chawla, S. & Surian, D., 2013, Proceedings of the ACM SIGKDD Workshop on Outlier Detection and Description, ODD 2013. Chicago, IL, United States: ACM, p. 46-52 7 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding contribution

  • Factorization
  • Redundancy
  • Data mining
  4 Citations (Scopus)

• Mining direct antagonistic communities in signed social networks

  Lo, D., Surian, D., Prasetyo, P. K., Zhang, K. & Lim, E. P., 2013, In : Information Processing and Management. 49, 4, p. 773-791 19 p.

  Research output: Contribution to journal › Article

  • Data mining
  • social network
  • Dissolution
  • community
  • Social networks
  16 Citations (Scopus)

• Mining outlier participants: insights using directional distributions in latent models

  Surian, D. & Chawla, S., 2013, Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2013, Proceedings, Part 3. Blockeel, H. (ed.). Prague, Czech Republic: Springer, Springer Nature, Vol. 8190 LNAI. p. 337-352 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8190 LNAI, no. PART 3).

  Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding contribution

  • Outlier
  • Mining
  • Outlier Detection
  • Model
  • Expertise
  2 Citations (Scopus)

• Predicting project outcome leveraging socio-technical network patterns

  Surian, D., Tian, Y., Lo, D., Cheng, H. & Lim, E. P., 2013, Proceedings of the 17th European Conference on Software Maintenance and Reengineering, CSMR 2013. Cleve, A., Ricca, F. & Cerioli, M. (eds.). Genova, Italy: Institute of Electrical and Electronics Engineers (IEEE), p. 47-56 10 p. 6498454

  Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding contribution

  • Software engineering
  • Data mining
  • Learning systems
  • Experiments
  • Open source software
  10 Citations (Scopus)
• 2014

  Collaboration patterns in software developer network

  Surian, D., Lo, D. & Lim, E-P., 2014, Encyclopedia of social network analysis and mining. Alhajj, R. & Rokne, J. (eds.). New York: Springer, Springer Nature, p. 118-124 7 p.

  Research output: Chapter in Book/Report/Conference proceeding › Entry for encyclopedia/dictionary/reference book

  • Experiments

• Detection of spatiotemporal outlier events in social networks

  Surian, D. & Chawla, S., 2014, Encyclopedia of social network analysis and mining. Alhajj, R. & Rokne, J. (eds.). New York: Springer, Springer Nature, p. 364-369 6 p.

  Research output: Chapter in Book/Report/Conference proceeding › Entry for encyclopedia/dictionary/reference book

  • Experiments
• 2015

  Cross-modal retrieval: a pairwise classification approach

  Menon, A. K., Surian, D. & Chawla, S., 2015, Proceedings of the 2015 SIAM International Conference on Data Mining. Venkatasubramanian, S. & Ye, J. (eds.). Philadelphia, PA, USA: Society for Industrial and Applied Mathematics, p. 199-207 9 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding contribution

• Novel applications using latent variable models

  Surian, D., 31 Mar 2015, (Unpublished)

  Research output: Thesis › Doctoral Thesis

  • Supervised learning
  • Information retrieval
  • Data mining
  • Data structures
  • Learning systems
• 2016

  Characterizing twitter discussions about HPV vaccines using topic modeling and community detection

  Surian, D., Nguyen, D. Q., Kennedy, G., Johnson, M., Coiera, E. & Dunn, A. G., Aug 2016, In : Journal of Medical Internet Research. 18, 8, p. 1-12 12 p., e232.

  Research output: Contribution to journal › Article

  • Papillomavirus Vaccines
  • Public Health Surveillance
  • Cluster Analysis
  • Public Health
  • Health Communication
  56 Citations (Scopus)
• 2017

  App miscategorization detection: a case study on Google Play

  Surian, D., Seneviratne, S., Seneviratne, A. & Chawla, S., 23 Mar 2017, In : IEEE Transactions on Knowledge and Data Engineering. 29, 8, p. 1591-1604 14 p., 7885558.

  Research output: Contribution to journal › Article

  • Application programs
  • Response time (computer systems)
  • Ecosystems
  • Experiments
  7 Citations (Scopus)

• Comparing human papillomavirus vaccine concerns on Twitter: a cross-sectional study of users in Australia, Canada and the UK

  Shapiro, G. K., Surian, D., Dunn, A. G., Perry, R. & Kelaher, M., 1 Oct 2017, In : BMJ Open. 7, 10, p. 1-10 10 p., e016869.

  Research output: Contribution to journal › Article

  Open Access

  File

  • Papillomavirus Vaccines
  • Canada
  • Cross-Sectional Studies
  • Behavioral Medicine
  • Social Media
  15 Citations (Scopus)

  11 Downloads (Pure)

• Mapping information exposure on social media to explain differences in HPV vaccine coverage in the United States

  Dunn, A. G., Surian, D., Leask, J., Dey, A., Mandl, K. D. & Coiera, E., 25 May 2017, In : Vaccine. 35, 23, p. 3033-3040 8 p.

  Research output: Contribution to journal › Article

  Open Access

  File

  • Social Media
  • Papillomavirus Vaccines
  • social networks
  • Papillomaviridae
  • Vaccines
  65 Citations (Scopus)

  99 Downloads (Pure)

• Social collaborative media in software development

  Surian, D. & Lo, D., 2017, Encyclopedia of Social Network Analysis and Mining. Alhajj, R. & Rokne, J. (eds.). Springer, Springer Nature, p. 1-7 7 p.

  Research output: Chapter in Book/Report/Conference proceeding › Entry for encyclopedia/dictionary/reference book
• 2018

  An empirically defined decision tree to predict systematic reviews at risk of change in conclusion

  Bashir, R., Surian, D. & Dunn, A. G., Sep 2018, In : Cochrane Database of Systematic Reviews. 9, Supplement 1, p. 122-123 2 p.

  Research output: Contribution to journal › Meeting abstract

  • Decision Trees
  • Research Personnel
  • Safety

• A shared latent space matrix factorisation method for recommending new trial evidence for systematic review updates

  Surian, D., Dunn, A. G., Orenstein, L., Bashir, R., Coiera, E. & Bourgeois, F. T., 1 Mar 2018, In : Journal of Biomedical Informatics. 79, p. 32-40 9 p.

  Research output: Contribution to journal › Article

  • Factorization
  • Clinical Trials
  • Type 2 Diabetes Mellitus
  • Principal Component Analysis
  • Workload
  5 Citations (Scopus)

• Conversational agents in healthcare: a systematic review

  Laranjo da Silva, L., Dunn, A. G., Tong, H. L., Kocaballi, A. B., Chen, J., Bashir, R., Surian, D., Gallego, B., Magrabi, F., Lau, A. Y. S. & Coiera, E., 1 Sep 2018, In : Journal of the American Medical Informatics Association. 25, 9, p. 1248–1258 11 p.

  Research output: Contribution to journal › Article

  Open Access

  File

  • Language
  • Delivery of Health Care
  • Health
  • Randomized Controlled Trials
  • Patient Safety
  155 Citations (Scopus)

  117 Downloads (Pure)

• Time-to-update of systematic reviews relative to the availability of new evidence

  Bashir, R., Surian, D. & Dunn, A. G., 17 Nov 2018, In : Systematic Reviews. 7, 1, p. 1-8 8 p., 195.

  Research output: Contribution to journal › Article

  Open Access

  File

  • Publications
  • Meta-Analysis
  • Databases
  9 Citations (Scopus)

  10 Downloads (Pure)
• 2019

  Automatically appraising the credibility of vaccine-related web pages shared on social media: a Twitter surveillance study

  Shah, Z., Surian, D., Dyda, A., Coiera, E., Mandl, K. D. & Dunn, A. G., 4 Nov 2019, In : Journal of Medical Internet Research. 21, 11, p. 1-14 14 p., e14007.

  Research output: Contribution to journal › Article

  Open Access

  File

  • Social Media
  • Vaccines
  • Checklist
  • Communication
  • Guidelines
  5 Citations (Scopus)

  12 Downloads (Pure)

• HPV vaccine coverage in Australia and associations with HPV vaccine information exposure among Australian Twitter users

  Dyda, A., Shah, Z., Surian, D., Martin, P., Coiera, E., Dey, A., Leask, J. & Dunn, A. G., Aug 2019, In : Human Vaccines and Immunotherapeutics. 15, 7-8, p. 1488-1495 8 p.

  Research output: Contribution to journal › Article

  Open Access

  File

  • Papillomavirus Vaccines
  • Vaccines
  • Blogging
  • Education
  • Cluster Analysis
  6 Citations (Scopus)

  48 Downloads (Pure)

• The risk of conclusion change in systematic review updates can be estimated by learning from a database of published examples

  Bashir, R., Surian, D. & Dunn, A. G., 1 Jun 2019, In : Journal of Clinical Epidemiology. 110, p. 42-49 8 p.

  Research output: Contribution to journal › Article

  • Area Under Curve
  • Learning
  • Databases
  • ROC Curve
  • Machine Learning
  6 Citations (Scopus)

• Tracking a moving user in indoor environments using Bluetooth low energy beacons

  Surian, D., Kim, V., Menon, R., Dunn, A. G., Sintchenko, V. & Coiera, E., 1 Oct 2019, In : Journal of Biomedical Informatics. 98, p. 1-9 9 p., 103288.

  Research output: Contribution to journal › Article

  • Bluetooth
  • Experiments
  • Signal interference
  • Workflow
  • Calibration
  2 Citations (Scopus)

• Trial2rev: combining machine learning and crowd-sourcing to create a shared space for updating systematic reviews

  Martin, P., Surian, D., Bashir, R., Bourgeois, F. T. & Dunn, A. G., Apr 2019, In : JAMIA Open. 2, 1, p. 15-22 8 p., ooy062.

  Research output: Contribution to journal › Article

  Open Access

  File

  • Crowdsourcing
  • Databases
  • Boidae
  • Bibliographic Databases
  • Politics
  25 Downloads (Pure)
• 2020

  A rule-based approach for automatically extracting data from systematic reviews and their updates to model the risk of conclusion change

  Bashir, R., Dunn, A. G. & Surian, D., 22 Dec 2020, In : Research Synthesis Methods. 10 p.

  Research output: Contribution to journal › Article

  • performance
  • confidence
  • coverage
  • logistics
  • regression

• Limited role of bots in spreading vaccine-critical information among active Twitter users in the United States: 2017-2019

  Dunn, A. G., Surian, D., Dalmazzo, J., Rezazadegan, D., Steffens, M., Dyda, A., Leask, J., Coiera, E., Dey, A. & Mandl, K. D., Oct 2020, In : American Journal of Public Health. 110, S3, p. S319-S325 7 p.

  Research output: Contribution to journal › Article

  • Vaccines
  • Odds Ratio
  • Confidence Intervals
  1 Citation (Scopus)

• Recommending research articles to consumers of online vaccination information

  Harrison, E., Martin, P., Surian, D. & Dunn, A. G., 2020, In : Quantitative Science Studies. 1, 2, p. 810-823 14 p.

  Research output: Contribution to journal › Article

  Open Access

  File

  • Websites
  • Vaccines
  • Health
  • Communication
  2 Downloads (Pure)