List of works - Jiuyong Li

(α, k)-anonymous data publishing

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

scientific article

A Relative Privacy Model for Effective Privacy Preservation in Transactional Data

A data-driven method to detect adverse drug events from prescription data

article by Chen Zhan et al published September 2018 in Journal of Biomedical Informatics

A fast PC algorithm for high dimensional causal discovery with multi-core PCs. ⬇️

scientific article published on 14 July 2016

A hybrid approach to prevent composition attacks for independent data releases

article

A novel framework for inferring condition-specific TF and miRNA co-regulation of protein-protein interactions

scientific article published on 20 November 2015

A novel single-cell based method for breast cancer prognosis

scientific article published on 24 August 2020

A relative privacy model for effective privacy preservation in transactional data

A robust ensemble classification method analysis.

scientific article published in January 2010

A simple yet effective data integration approach to tree-based microarray data classification

scientific article published on January 1, 2010

Access Time Oracle for Planar Graphs

An Effective Spatio-Temporal Approach for Predicting Future Semantic Locations

Authenticity and credibility aware detection of adverse drug events from social media

scientific article published on 13 October 2018

Authorization approaches for advanced permission-role assignments

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

scientific article

CBNA: A control theory based method for identifying coding and non-coding cancer drivers

scientific article published on 02 December 2019

CancerSubtypes: an R/Bioconductor package for molecular cancer subtype identification, validation, and visualization.

scientific article published on 12 June 2017

Causal Decision Trees ⬇️

Combined feature selection and cancer prognosis using support vector machine regression.

scientific article published in November 2011

Computational methods for identifying miRNA sponge interactions

scientific article

Conditional Differential Dependencies (CDDs)

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

scientific article published on 06 December 2023

Detecting potential signals of adverse drug events from prescription data

scientific article published on 27 February 2020

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

Discovering functional microRNA-mRNA regulatory modules in heterogeneous data

scientific article

Discovery of functional miRNA-mRNA regulatory modules with computational methods

scientific article published on 30 January 2009

Distributed Anonymization for Multiple Data Providers in a Cloud System

DrugMiner: comparative analysis of machine learning algorithms for prediction of potential druggable proteins.

scientific article published on 25 January 2016

Efficient Discovery of De-identification Policies Through a Risk-Utility Frontier

scientific article

Efficient Discovery of Differential Dependencies Through Association Rules Mining

Efficient Mining of Non-derivable Emerging Patterns

Efficient discovery of risk patterns in medical data

scientific article

Efficient polygenic risk scores for biobank scale data by exploiting phenotypes from inferred relatives

scientific article published on 17 June 2020

Ensemble Methods for MiRNA Target Prediction from Expression Data

scientific article

Estimating heterogeneous treatment effect by balancing heterogeneity and fitness

article

Exploring complex miRNA-mRNA interactions with Bayesian networks by splitting-averaging strategy

scientific article

Feature fusion using locally linear embedding for classification

scientific article published on 4 December 2009

From Observational Studies to Causal Rule Mining ⬇️

From miRNA regulation to miRNA-TF co-regulation: computational approaches and challenges

scientific article published on 12 July 2014

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

scientific article published in 2022

Identification of miRNA-mRNA regulatory modules by exploring collective group relationships

scientific article published on 11 January 2016

Identifying Cancer Subtypes from miRNA-TF-mRNA Regulatory Networks and Expression Data

scientific article

Identifying direct miRNA-mRNA causal regulatory relationships in heterogeneous data

scientific article

Identifying functional miRNA-mRNA regulatory modules with correspondence latent dirichlet allocation

scientific article

Identifying miRNA sponge modules using biclustering and regulatory scores

scientific article

Identifying miRNA synergism using multiple-intervention causal inference

scientific article published on 27 December 2019

Identifying miRNA synergistic regulatory networks in heterogeneous human data via network motifs.

scientific article

Identifying miRNA-mRNA regulatory relationships in breast cancer with invariant causal prediction

scientific article published on 15 March 2019

Identifying miRNAs, targets and functions.

scientific article

Inferring and analyzing module-specific lncRNA-mRNA causal regulatory networks in human cancer

scientific article published in February 2018

Inferring condition-specific miRNA activity from matched miRNA and mRNA expression data

scientific article

Inferring functional miRNA-mRNA regulatory modules in epithelial-mesenchymal transition with a probabilistic topic model.

scientific article published on 15 January 2012

Inferring miRNA sponge co-regulation of protein-protein interactions in human breast cancer.

scientific article

Inferring microRNA and transcription factor regulatory networks in heterogeneous data

scientific article

Inferring microRNA-mRNA causal regulatory relationships from expression data

scientific article

Information based data anonymization for classification utility

LMSM: A modular approach for identifying lncRNA related miRNA sponge modules in breast cancer

scientific article published on 23 April 2020

LncmiRSRN: identification and analysis of long non-coding RNA related miRNA sponge regulatory network in human cancer

scientific article published on 01 December 2018

Logics for Representing Data Mining Tasks in Inductive Databases

Mining Causal Association Rules

Mining Differential Dependencies: A Subspace Clustering Approach

Mining Markov Blankets Without Causal Sufficiency

scientific article published on 18 May 2018

Mining combined causes in large data sets

Mining heterogeneous causal effects for personalized cancer treatment.

scientific article

Predicting miRNA Targets by Integrating Gene Regulatory Knowledge with Expression Profiles

scientific article

Preface to the ACM TIST Special Issue on Causal Discovery and Inference

Purification and biochemical characterization of a novel transglutaminase from Mythimna separata larvae (Noctuidae, Lepidoptera).

scientific article published on 30 October 2017

R-U policy frontiers for health data de-identification

scientific article

Secure Outsourced Frequent Pattern Mining by Fully Homomorphic Encryption

article

Stabilising Job Survival Analysis for Disability Employment Services in Unseen Environments

scientific article published on 04 August 2023

Supervised signal detection for adverse drug reactions in medication dispensing data

article published in 2018

The effect of α-tocopherol and dithiothreitol in ameliorating emamectin benzoate cytotoxicity in human K562 cells involving the modulation of ROS accumulation and NF-κB signaling

scientific article published on 10 October 2018

Use of Haploid Model of Candida albicans to Uncover Mechanism of Action of a Novel Antifungal Agent.

scientific article

miRBaseConverter: an R/Bioconductor package for converting and retrieving miRNA name, accession, sequence and family information in different versions of miRBase

miRLAB: An R Based Dry Lab for Exploring miRNA-mRNA Regulatory Relationships

scientific article published on 30 December 2015

miRspongeR: an R/Bioconductor package for the identification and analysis of miRNA sponge interaction networks and modules.

scientific article published on 10 May 2019

List of works by Jiuyong Li

(α, k)-anonymous data publishing

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

A Relative Privacy Model for Effective Privacy Preservation in Transactional Data

A data-driven method to detect adverse drug events from prescription data

A fast PC algorithm for high dimensional causal discovery with multi-core PCs. ⬇️

A hybrid approach to prevent composition attacks for independent data releases

A novel framework for inferring condition-specific TF and miRNA co-regulation of protein-protein interactions

A novel single-cell based method for breast cancer prognosis

A relative privacy model for effective privacy preservation in transactional data

A robust ensemble classification method analysis.

A simple yet effective data integration approach to tree-based microarray data classification

Access Time Oracle for Planar Graphs

An Effective Spatio-Temporal Approach for Predicting Future Semantic Locations

Authenticity and credibility aware detection of adverse drug events from social media

Authorization approaches for advanced permission-role assignments

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

CBNA: A control theory based method for identifying coding and non-coding cancer drivers

CancerSubtypes: an R/Bioconductor package for molecular cancer subtype identification, validation, and visualization.

Causal Decision Trees ⬇️

Combined feature selection and cancer prognosis using support vector machine regression.

Computational methods for identifying miRNA sponge interactions

Conditional Differential Dependencies (CDDs)

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

Detecting potential signals of adverse drug events from prescription data

Detecting signals of detrimental prescribing cascades from social media

Discovering Ancestral Instrumental Variables for Causal Inference From Observational Data

Discovering functional microRNA-mRNA regulatory modules in heterogeneous data

Discovery of functional miRNA-mRNA regulatory modules with computational methods

Distributed Anonymization for Multiple Data Providers in a Cloud System

DrugMiner: comparative analysis of machine learning algorithms for prediction of potential druggable proteins.

Efficient Discovery of De-identification Policies Through a Risk-Utility Frontier

Efficient Discovery of Differential Dependencies Through Association Rules Mining

Efficient Mining of Non-derivable Emerging Patterns

Efficient discovery of risk patterns in medical data

Efficient polygenic risk scores for biobank scale data by exploiting phenotypes from inferred relatives

Ensemble Methods for MiRNA Target Prediction from Expression Data

Estimating heterogeneous treatment effect by balancing heterogeneity and fitness

Exploring complex miRNA-mRNA interactions with Bayesian networks by splitting-averaging strategy

Feature fusion using locally linear embedding for classification

From Observational Studies to Causal Rule Mining ⬇️

From miRNA regulation to miRNA-TF co-regulation: computational approaches and challenges

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

Identification of miRNA-mRNA regulatory modules by exploring collective group relationships

Identifying Cancer Subtypes from miRNA-TF-mRNA Regulatory Networks and Expression Data

Identifying direct miRNA-mRNA causal regulatory relationships in heterogeneous data

Identifying functional miRNA-mRNA regulatory modules with correspondence latent dirichlet allocation

Identifying miRNA sponge modules using biclustering and regulatory scores

Identifying miRNA synergism using multiple-intervention causal inference

Identifying miRNA synergistic regulatory networks in heterogeneous human data via network motifs.

Identifying miRNA-mRNA regulatory relationships in breast cancer with invariant causal prediction

Identifying miRNAs, targets and functions.

Inferring and analyzing module-specific lncRNA-mRNA causal regulatory networks in human cancer

Inferring condition-specific miRNA activity from matched miRNA and mRNA expression data

Inferring functional miRNA-mRNA regulatory modules in epithelial-mesenchymal transition with a probabilistic topic model.

Inferring miRNA sponge co-regulation of protein-protein interactions in human breast cancer.

Inferring microRNA and transcription factor regulatory networks in heterogeneous data

Inferring microRNA-mRNA causal regulatory relationships from expression data

Information based data anonymization for classification utility

LMSM: A modular approach for identifying lncRNA related miRNA sponge modules in breast cancer

LncmiRSRN: identification and analysis of long non-coding RNA related miRNA sponge regulatory network in human cancer

Logics for Representing Data Mining Tasks in Inductive Databases

Mining Causal Association Rules

Mining Differential Dependencies: A Subspace Clustering Approach

Mining Markov Blankets Without Causal Sufficiency

Mining combined causes in large data sets

Mining heterogeneous causal effects for personalized cancer treatment.

Predicting miRNA Targets by Integrating Gene Regulatory Knowledge with Expression Profiles

Preface to the ACM TIST Special Issue on Causal Discovery and Inference

Purification and biochemical characterization of a novel transglutaminase from Mythimna separata larvae (Noctuidae, Lepidoptera).

R-U policy frontiers for health data de-identification

Secure Outsourced Frequent Pattern Mining by Fully Homomorphic Encryption

Stabilising Job Survival Analysis for Disability Employment Services in Unseen Environments

Supervised signal detection for adverse drug reactions in medication dispensing data

The effect of α-tocopherol and dithiothreitol in ameliorating emamectin benzoate cytotoxicity in human K562 cells involving the modulation of ROS accumulation and NF-κB signaling

Use of Haploid Model of Candida albicans to Uncover Mechanism of Action of a Novel Antifungal Agent.

miRBaseConverter: an R/Bioconductor package for converting and retrieving miRNA name, accession, sequence and family information in different versions of miRBase

miRLAB: An R Based Dry Lab for Exploring miRNA-mRNA Regulatory Relationships

miRspongeR: an R/Bioconductor package for the identification and analysis of miRNA sponge interaction networks and modules.