List of works - Angela Serra

A multi-view genomic data simulator

scientific article

An ancestral molecular response to nanomaterial particulates

An integrated quantitative structure and mechanism of action-activity relationship model of human serum albumin binding.

scientific article published on 6 June 2019

Can an InChI for Nano Address the Need for a Simplified Representation of Complex Nanomaterials across Experimental and Nanoinformatics Studies?

scientific article published on 11 December 2020

Data integration in genomics and systems biology

Effectiveness of projection techniques in genomic data analysis

Hierarchical Block Matrix Approach for Multi-view Clustering

INfORM: Inference of NetwOrk Response Modules

scientific article published on 7 February 2018

Impact of different metrics on multi-view clustering

MVDA: a multi-view genomic data integration methodology

scientific article

MaNGA: a novel multi-niche multi-objective genetic algorithm for QSAR modelling

scientific article published on 01 January 2020

Machine learning for bioinformatics and neuroimaging

scholarly article by Angela Serra et al published 22 February 2018 in Wiley interdisciplinary reviews. Data mining and knowledge discovery

Representing and describing nanomaterials in predictive nanoinformatics

scientific article published on 18 August 2022

Robust and sparse correlation matrix estimation for the analysis of high-dimensional genomics data

scientific article published on 12 October 2017

Rotation Clustering: A Consensus Clustering Approach to Cluster Gene Expression Data

article

Transcriptomics in Toxicogenomics, Part I: Experimental Design, Technologies, Publicly Available Data, and Regulatory Aspects

scientific article published on 15 April 2020

Transcriptomics in Toxicogenomics, Part II: Preprocessing and Differential Expression Analysis for High Quality Data

scientific article published on 08 May 2020

Transcriptomics in Toxicogenomics, Part III: Data Modelling for Risk Assessment

scientific article published on 08 April 2020

List of works by Angela Serra