Explainable artificial intelligence: A taxonomy and guidelines for its application to drug discovery

I Ponzoni, JA Páez Prosper… - Wiley Interdisciplinary …, 2023 - Wiley Online Library
Artificial intelligence (AI) is having a growing impact in many areas related to drug discovery.
However, it is still critical for their adoption by the medicinal chemistry community to achieve …

Automated machine learning with interpretation: a systematic review of methodologies and applications in healthcare

H Yuan, K Yu, F Xie, M Liu, S Sun - Medicine Advances, 2024 - Wiley Online Library
Abstract Machine learning (ML) has achieved substantial success in performing healthcare
tasks in which the configuration of every part of the ML pipeline relies heavily on technical …

Data based model for predicting COVID-19 morbidity and mortality in metropolis

DS Barcellos, GMK Fernandes, FT de Souza - Scientific Reports, 2021 - nature.com
There is an ongoing need for scientific analysis to help governments and public health
authorities make decisions regarding the COVID-19 pandemic. This article presents a …

Jaqpot Quattro: a novel computational web platform for modeling and analysis in nanoinformatics

C Chomenidis, G Drakakis, G Tsiliki… - Journal of Chemical …, 2017 - ACS Publications
Engineered nanomaterials (ENMs) are increasingly infiltrating our lives as a result of their
applications across multiple fields. However, ENM formulations may result in the modulation …

Avaliação da performance do algoritmo J48 para construção de modelos baseados em árvores de decisão

EM de Araujo Vieira, NT de AT Neves… - Revista Brasileira de …, 2018 - seer.upf.br
As árvores de decisão são modelos hierárquicos utilizados em várias áreas do
conhecimento por sua capacidade preditiva e de resolução de problemas de maneira …

[PDF][PDF] 基于改进的随机森林算法的烧结状态短期预测

王福斌, 王蕊, 武晨 - Laser & Optoelectronics Progress, 2022 - researching.cn
摘要充分利用烧结机尾断面的火焰图像所蕴含的有效信息, 利用随机森林算法对烧结状态进行
短期预测, 该算法在工程上具有可行性. 为改善随机森林中重要性较低的属性对分类结果的影响 …

Evaluating farmers' credit risk: A decision combination approach based on credit feature

N Chai, B Shi - International Journal of Financial Engineering, 2022 - World Scientific
The existing default discrimination models based on evaluation indicators are difficult to
achieve higher credit risk identification performance of farmers' default status under the …

Elucidating compound mechanism of action and predicting cytotoxicity using machine learning approaches, taking prediction confidence into account

G Drakakis, I Cortés‐Ciriano… - Current protocols in …, 2019 - Wiley Online Library
The modes of action (MoAs) of drugs frequently are unknown, because many are small
molecules initially identified from phenotypic screens, giving rise to the need to elucidate …

[PDF][PDF] COVID-19 morbidity and mortality forecast in megalopolis: a data approach to public health management in São Paulo, Brazil

D da Silveira Barcellos, GMK Fernandes, FT de Souza - 2020 - scholar.archive.org
The need for a scienti c approach that can provide subsidies to governments and public
health authorities in decision making to face pandemics, epidemics and endemics was one …

[HTML][HTML] COVID-19 morbidity and mortality forecast in megalopolis: a data approach to public health management in São Paulo, Brazil

B DdS, GMK Fernandes, S FTd - 2020 - europepmc.org
The need for a scientific approach that can provide subsidies to governments and public
health authorities in decision making to face pandemics, epidemics and endemics was one …