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2025 Conference Publication Are Large Language Models Good Data Preprocessors?Meguellati, Elyas, Pratama, Nardiena, Sadiq, Shazia and Demartini, Gianluca (2025). Are Large Language Models Good Data Preprocessors?. WWW '25: The ACM Web Conference 2025, Sydney, NSW Australia, 28 April - 2 May 2025. New York, NY United States: Association for Computing Machinery. doi: 10.1145/3701716.3717568 |
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2025 Journal Article AI-assisted co-creation: bridging skill gaps in student-generated contentPozdniakov, Stanislav, Brazil, Jonathan, Mohammadi, Mehrnoush, Dollinger, Mollie, Sadiq, Shazia and Khosravi, Hassan (2025). AI-assisted co-creation: bridging skill gaps in student-generated content. Journal of Learning Analytics, 12 (1), 129-151. doi: 10.18608/jla.2025.8601 |
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2025 Conference Publication Towards secure and robust recommender systems: a data-centric perspectiveWang, Zongwei, Yu, Junliang, Chen, Tong, Yin, Hongzhi, Sadiq, Shazia and Gao, Min (2025). Towards secure and robust recommender systems: a data-centric perspective. 18th International Conference on Web Search and Data Mining-WSDM, Hannover, Germany, 10-14 March 2025. New York, NY, United States: ACM. doi: 10.1145/3701551.3703484 |
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2025 Journal Article Solution of fractional Sturm–Liouville problems by generalized polynomialsSadiq, Shazia and Rehman, Mujeeb ur (2025). Solution of fractional Sturm–Liouville problems by generalized polynomials. Engineering Computations, 42 (2), 488-517. doi: 10.1108/ec-04-2024-0356 |
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2025 Conference Publication Knowledge tracing with a temporal hypergraph memory networkMohammadi, Mehrnoush, Berahmand, Kamal, Sadiq, Shazia and Khosravi, Hassan (2025). Knowledge tracing with a temporal hypergraph memory network. 26th International Conference, AIED 2025, Palermo, Italy, 22–26 July 2025. Cham, Switzerland: Springer Nature Switzerland. doi: 10.1007/978-3-031-99267-4_10 |
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2025 Conference Publication Enhancing treatment effect estimation via active learning: a counterfactual covering perspectiveWen, Hechuan, Chen, Tong, Gong, Mingming, Chai, Li Kheng, Sadiq, Shazia and Yin, Hongzhi (2025). Enhancing treatment effect estimation via active learning: a counterfactual covering perspective. 42nd International Conference on Machine Learning, ICML 2025, Vancouver, Canada, 13-19 July 2025. SAN DIEGO: ML Research Press. |
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2025 Conference Publication From misunderstandings to learning opportunities: leveraging generative AI in discussion forums to support student learningPozdniakov, Stanislav, Brazil, Jonathan, Poquet, Oleksandra, Krusche, Stephan, Berrezueta-Guzman, Santiago, Sadiq, Shazia and Khosravi, Hassan (2025). From misunderstandings to learning opportunities: leveraging generative AI in discussion forums to support student learning. 26th International Conference on Artificial Intelligence in Education, AIED 2025, Palermo, Italy, 22-26 July 2025. Cham, Switzerland: Springer. doi: 10.1007/978-3-031-98465-5_37 |
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2025 Other Outputs Community attitudes towards data analytics in law enforcementPool, J., Indulska, M., Someh, I. and Sadiq, S. (2025). Community attitudes towards data analytics in law enforcement. Brisbane, QLD, Australia: The University of Queensland and Queensland Police Service. doi: 10.14264/2178369 |
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2024 Conference Publication EMIT - event-based masked auto encoding for irregular time seriesPatel, Hrishikesh, Qiu, Ruihong, Irwin, Adam, Sadiq, Shazia and Wang, Sen (2024). EMIT - event-based masked auto encoding for irregular time series. 2024 IEEE International Conference on Data Mining (ICDM), Abu Dhabi, United Arab Emirates, 9-12 December 2024. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/icdm59182.2024.00044 |
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2024 Journal Article Large language models meet user interfaces: the case of provisioning feedbackPozdniakov, Stanislav, Brazil, Jonathan, Abdi, Solmaz, Bakharia, Aneesha, Sadiq, Shazia, Gašević, Dragan, Denny, Paul and Khosravi, Hassan (2024). Large language models meet user interfaces: the case of provisioning feedback. Computers and Education: Artificial Intelligence, 7 100289, 100289-7. doi: 10.1016/j.caeai.2024.100289 |
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2024 Conference Publication Influence of metadata on quality evaluation of unstructured information artefactsZhou, Hui, Demartini, Gianluca, Indulska, Marta and Sadiq, Shazia (2024). Influence of metadata on quality evaluation of unstructured information artefacts. The Australasian Conference on Information Systems (ACIS 2024), Canberra, ACT Australia, 4-6 December, 2024. AIS Electronic Library. |
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2024 Journal Article Numerical technique based on operational matrices of fractional integration using ψ‐shifted Chebyshev polynomialsSadiq, Shazia and ur Rehman, Mujeeb (2024). Numerical technique based on operational matrices of fractional integration using ψ‐shifted Chebyshev polynomials. International Journal of Numerical Modelling: Electronic Networks, Devices and Fields, 37 (6) e3314. doi: 10.1002/jnm.3314 |
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2024 Journal Article Integrating design thinking and agile approaches in analytics development: the case of AginicBrea, Edgar, Someh, Ida, Freya, Emma, Thebault, Brett and Sadiq, Shazia (2024). Integrating design thinking and agile approaches in analytics development: the case of Aginic. Journal of Information Technology Teaching Cases, 14 (2), 227-240. doi: 10.1177/20438869231178035 |
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2024 Journal Article Large language models and generative AI in telehealth: a responsible use lensPool, Javad, Indulska, Marta and Sadiq, Shazia (2024). Large language models and generative AI in telehealth: a responsible use lens. Journal of the American Medical Informatics Association, 31 (9), 2125-2136. doi: 10.1093/jamia/ocae035 |
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2024 Conference Publication Unveiling vulnerabilities of contrastive recommender systems to poisoning attacksWang, Zongwei, Yu, Junliang, Gao, Min, Yin, Hongzhi, Cui, Bin and Sadiq, Shazia (2024). Unveiling vulnerabilities of contrastive recommender systems to poisoning attacks. 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Barcelona, Spain, 25-29 August 2024. New York, NY, United States: ACM. doi: 10.1145/3637528.3671795 |
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2024 Conference Publication Fairness without sensitive attributes via knowledge sharingNi, Hongliang, Han, Lei, Chen, Tong, Sadiq, Shazia and Demartini, Gianluca (2024). Fairness without sensitive attributes via knowledge sharing. 2024 ACM Conference on Fairness, Accountability, and Transparency, Rio de Janeiro, Brazil, 3-6 June 2024. New York, NY, United States: ACM. doi: 10.1145/3630106.3659014 |
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2024 Conference Publication On the Role of Large Language Models in Crowdsourcing Misinformation AssessmentXu, Jiechen, Han, Lei, Sadiq, Shazia and Demartini, Gianluca (2024). On the Role of Large Language Models in Crowdsourcing Misinformation Assessment. Eighteenth International AAAI Conference on Web and Social Media, Buffalo, NY United States, 3-6 June 2024. Washington, DC United States: Association for the Advancement of Artificial Intelligence (AAAI). doi: 10.1609/icwsm.v18i1.31417 |
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2024 Conference Publication How good are LLMs in generating personalized advertisements?Meguellati, Elyas, Han, Lei, Bernstein, Abraham, Sadiq, Shazia and Demartini, Gianluca (2024). How good are LLMs in generating personalized advertisements?. WWW '24: The ACM Web Conference 2024, Singapore, 13-17 May 2024. New York, United States: Association for Computing Machinery. doi: 10.1145/3589335.3651520 |
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2024 Journal Article Variational counterfactual prediction under runtime domain corruptionWen, Hechuan, Chen, Tong, Chai, Li Kheng, Sadiq, Shazia, Gao, Junbin and Yin, Hongzhi (2024). Variational counterfactual prediction under runtime domain corruption. IEEE Transactions on Knowledge and Data Engineering, 36 (5) 10271745, 2271-2284. doi: 10.1109/tkde.2023.3321893 |
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2024 Journal Article Editorial: Special Issue on Human in the Loop Data CurationDemartini, Gianluca, Sadiq, Shazia and Yang, Jie (2024). Editorial: Special Issue on Human in the Loop Data Curation. Journal of Data and Information Quality, 16 (1) 3, 1-2. doi: 10.1145/3650209 |
