Lista de obras - Jiuyong Li - Dominio Público Uruguay

(α, k)-anonymous data publishing

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

artículo científico publicado en 2014

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. ⬇️

artículo científico publicado en 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

artículo científico publicado en 2015

A novel single-cell based method for breast cancer prognosis

artículo científico publicado en 2020

A relative privacy model for effective privacy preservation in transactional data

A robust ensemble classification method analysis.

artículo científico publicado en 2010

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

artículo científico publicado el 1 de enero de 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

artículo científico publicado en 2018

Authorization approaches for advanced permission-role assignments

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

artículo científico publicado en 2017

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.

artículo científico publicado en 2017

Causal Decision Trees ⬇️

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

artículo científico publicado en 2011

Computational methods for identifying miRNA sponge interactions

artículo científico publicado en 2016

Conditional Differential Dependencies (CDDs)

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

artículo científico publicado en 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

artículo científico publicado en 2016

Discovering Ancestral Instrumental Variables for Causal Inference From Observational Data

artículo científico publicado en 2024

Discovering functional microRNA-mRNA regulatory modules in heterogeneous data

artículo científico publicado en 2013

Discovery of functional miRNA-mRNA regulatory modules with computational methods

artículo científico publicado en 2009

Distributed Anonymization for Multiple Data Providers in a Cloud System

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

artículo científico publicado en 2016

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

artículo científico publicado en 2013

Efficient Discovery of Differential Dependencies Through Association Rules Mining

Efficient Mining of Non-derivable Emerging Patterns

Efficient discovery of risk patterns in medical data

artículo científico publicado en 2008

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

artículo científico publicado en 2020

Ensemble Methods for MiRNA Target Prediction from Expression Data

artículo científico publicado en 2015

Estimating heterogeneous treatment effect by balancing heterogeneity and fitness

article

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

artículo científico publicado en 2009

Feature fusion using locally linear embedding for classification

artículo científico publicado en 2009

From Observational Studies to Causal Rule Mining ⬇️

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

artículo científico publicado en 2014

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

artículo científico publicado en 2022

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

artículo científico publicado en 2016

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

artículo científico publicado en 2016

Identifying direct miRNA-mRNA causal regulatory relationships in heterogeneous data

artículo científico publicado en 2014

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

artículo científico publicado en 2010

Identifying miRNA sponge modules using biclustering and regulatory scores

artículo científico publicado en 2017

Identifying miRNA synergism using multiple-intervention causal inference

artículo científico publicado en 2019

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

artículo científico publicado en 2015

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

scientific article published on 15 March 2019

Identifying miRNAs, targets and functions.

artículo científico publicado en 2012

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

artículo científico publicado en 2018

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

artículo científico publicado en 2014

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

artículo científico publicado en 2012

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

artículo científico publicado en 2017

Inferring microRNA and transcription factor regulatory networks in heterogeneous data

artículo científico publicado en 2013

Inferring microRNA-mRNA causal regulatory relationships from expression data

artículo científico publicado en 2013

Information based data anonymization for classification utility

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

artículo científico publicado en 2020

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

artículo científico publicado en 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

artículo científico publicado en 2018

Mining combined causes in large data sets

Mining heterogeneous causal effects for personalized cancer treatment.

artículo científico publicado en 2017

Predicting miRNA Targets by Integrating Gene Regulatory Knowledge with Expression Profiles

artículo científico publicado en 2016

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).

artículo científico publicado en 2017

R-U policy frontiers for health data de-identification

artículo científico publicado en 2015

Secure Outsourced Frequent Pattern Mining by Fully Homomorphic Encryption

article

Stabilising Job Survival Analysis for Disability Employment Services in Unseen Environments

artículo científico publicado en 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

artículo científico publicado en 2018

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

artículo científico publicado en 2018

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

artículo científico publicado en 2015

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

artículo científico publicado en 2019

Lista de obras de 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.