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List of works by Jixue Liu

A Probabilistic Approach to Mitigate Composition Attacks on Privacy in Non-Coordinated Environments.

scientific article

Building Diversified Multiple Trees for classification in high dimensional noisy biomedical data.

scientific article

Data-Driven Causal Effect Estimation Based on Graphical Causal Modelling: A Survey

scientific article published on 06 December 2023

Detecting signals of detrimental prescribing cascades from social media

scientific article published on 29 June 2016

Discovering Ancestral Instrumental Variables for Causal Inference From Observational Data

scientific article published in 2024

Distributed Anonymization for Multiple Data Providers in a Cloud System

Efficient Discovery of Differential Dependencies Through Association Rules Mining

Efficient Mining of Non-derivable Emerging Patterns

From Observational Studies to Causal Rule Mining ⬇️

How do the existing fairness metrics and unfairness mitigation algorithms contribute to ethical learning analytics?

scientific article published in 2022

Information based data anonymization for classification utility

Learning class-specific spectral patterns to improve deep learning-based scene-level fire smoke detection from multi-spectral satellite imagery

Logics for Representing Data Mining Tasks in Inductive Databases

Mining Causal Association Rules

Mining Differential Dependencies: A Subspace Clustering Approach

Stabilising Job Survival Analysis for Disability Employment Services in Unseen Environments

scientific article published on 04 August 2023

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