KDBuss Framework: Knowledge Discovery with Association Rules in the Business Context. - Diana Benavides Prado; María Villamil Giraldo (MLDM Posters, 2013)

MOGACAR: A Method for Filtering Interesting Classification Association Rules. - Diana Benavides Prado (MLDM, 2015)

A Framework for Long-Term Learning Systems. - Diana Benavides Prado (IJCAI, 2017)

AccGenSVM: Selectively Transferring from Previous Hypotheses. - Diana Benavides Prado; Yun Sing Koh; Patricia Riddle (IJCAI, 2017)

A case study of algorithm-assisted decision making in child maltreatment hotline screening decisions. - Alexandra Chouldechova; Diana Benavides Prado; Oleksandr Fialko; Rhema Vaithianathan (FAT, 2018)

An SVM-Based Framework for Long-Term Learning Systems. - Diana Benavides Prado (AAAI, 2019)

Selective Hypothesis Transfer for Lifelong Learning. - Diana Benavides Prado; Yun Sing Koh; Patricia Riddle (IJCNN, 2019)

Towards Knowledgeable Supervised Lifelong Learning Systems. - Diana Benavides Prado; Yun Sing Koh; Patricia Riddle (J. Artif. Intell. Res., 2020)

Generalised Controller Design Using Continual Learning. - Diana Benavides Prado; Chathura Wanigasekara; Akshya Swain (ICANN (2), 2021)

Continual Correction of Errors Using Smart Memory Replay. - Callum Cory; Diana Benavides Prado; Yun Sing Koh (IJCNN, 2021)

Using a Machine Learning Tool to Support High-Stakes Decisions in Child Protection. - Rhema Vaithianathan; Diana Benavides Prado; Eric E. Dalton; Alexandra Chouldechova; Emily Putnam-Hornstein (AI Mag., 2021)

A Theory for Knowledge Transfer in Continual Learning. - Diana Benavides Prado; Patricia Riddle (CoLLAs, 2022)

Information Resilience: the nexus of responsible and agile approaches to information use. - Shazia Sadiq; Amir Aryani; Gianluca Demartini; Wen Hua; Marta Indulska; Andrew Burton-Jones; Hassan Khosravi; Diana Benavides Prado; Timos Sellis; Ida Asadi Someh; Rhema Vaithianathan; Sen Wang 001; et al. (VLDB J., 2022)

Neuromodulation Gated Transformer. - Kobe Knowles; Joshua Bensemann; Diana Benavides Prado; Vithya Yogarajan; Michael Witbrock; Gillian Dobbie; Yang Chen 028 (Tiny Papers @ ICLR, 2023)

Answering Unseen Questions With Smaller Language Models Using Rationale Generation and Dense Retrieval. - Tim Hartill; Diana Benavides-Prado; Michael Witbrock; Patricia J. Riddle (CoRR, 2023)

Annotator Disagreement-Based Analysis for Developing Bias Benchmark Datasets in Resource-Restricted Settings. - Vithya Yogarajan; Paul Rayson; Gillian Dobbie; Aaron Keesing; Te Taka Keegan; Diana Benavides-Prado; Michael Witbrock (ICONIP (10), 2024)

A Survey of Pun Generation: Datasets, Evaluations and Methodologies. - Yuchen Su; Yonghua Zhu; Ruofan Wang; Zijian Huang 003; Diana Benavides-Prado; Michael Witbrock (CoRR, 2025)

Psychology-Driven Enhancement of Humour Translation. - Yuchen Su; Yonghua Zhu; Yang Chen 028; Diana Benavides-Prado; Michael Witbrock (CoRR, 2025)