Roberto Todeschini

About Roberto Todeschini

Roberto Todeschini, With an exceptional h-index of 62 and a recent h-index of 41 (since 2020), a distinguished researcher at Università degli Studi di Milano-Bicocca, specializes in the field of mathematical chemistry, chemometrics, QSAR, molecular descriptors, chemoinformatics.

His recent articles reflect a diverse array of research interests and contributions to the field:

Effectiveness of molecular fingerprints for exploring the chemical space of natural products

Kernel-based mapping of reliability in predictions for consensus modelling

Classification-based machine learning approaches to predict the taste of molecules: A review

Multitask Learning for Quantitative Structure–Activity Relationships: A Tutorial

Chemical space and molecular descriptors for QSAR studies

Authenticity and Chemometrics Basics

Identification of Photodegradation Products of Escitalopram in Surface Water by HPLC-MS/MS and Preliminary Characterization of Their Potential Impact on the Environment

Multi-task neural networks and molecular fingerprints to enhance compound identification from LC-MS/MS data

Roberto Todeschini Information

University

Position

- Full professor of chemometrics

Citations(all)

26206

Citations(since 2020)

9801

Cited By

20308

hIndex(all)

62

hIndex(since 2020)

41

i10Index(all)

168

i10Index(since 2020)

97

Email

University Profile Page

Google Scholar

Roberto Todeschini Skills & Research Interests

mathematical chemistry

chemometrics

QSAR

molecular descriptors

chemoinformatics

Top articles of Roberto Todeschini

Effectiveness of molecular fingerprints for exploring the chemical space of natural products

Journal of Cheminformatics

2024/3/25

Kernel-based mapping of reliability in predictions for consensus modelling

Chemometrics and Intelligent Laboratory Systems

2024/2/13

Classification-based machine learning approaches to predict the taste of molecules: A review

2023/5/26

Multitask Learning for Quantitative Structure–Activity Relationships: A Tutorial

2023/2/8

Chemical space and molecular descriptors for QSAR studies

2023/1/1

Authenticity and Chemometrics Basics

2022/12/22

Identification of Photodegradation Products of Escitalopram in Surface Water by HPLC-MS/MS and Preliminary Characterization of Their Potential Impact on the Environment

Separations

2022/10/5

Multi-task neural networks and molecular fingerprints to enhance compound identification from LC-MS/MS data

Molecules

2022/9/8

Predicting molecular activity on nuclear receptors by multitask neural networks

Journal of Chemometrics

2022/2

Evaluation of classification performances of minimum spanning trees by 13 different metrics

MATCH communications in mathematical and in computer chemistry

2022

Roberto Todeschini
Roberto Todeschini

H-Index: 38

Cecile Valsecchi
Cecile Valsecchi

H-Index: 3

Enhanced LC-MS/MS spectra matching through multitask neural networks and molecular fingerprints

2021

Deep Ranking Analysis by Power Eigenvectors (DRAPE): A study on the human, environmental and economic wellbeing of 154 countries

Measuring and Understanding Complex Phenomena: Indicators and their Analysis in Different Scientific Fields

2021

Cecile Valsecchi
Cecile Valsecchi

H-Index: 3

Roberto Todeschini
Roberto Todeschini

H-Index: 38

Parsimonious optimization of multitask neural network hyperparameters

Molecules

2021/11/30

Nuclear receptor modulators: Catching information by machine learning

Biomedical Science and Engineering

2021/9/29

A MATLAB toolbox for multivariate regression coupled with variable selection

Chemometrics and Intelligent Laboratory Systems

2021/6/15

4.25-chemometrics for QSAR modeling

2020

Similarity/Diversity Indices on Incidence Matrices Containing Missing Values

MATCH Communications in Mathematical and in Computer Chemistry

2020

Cecile Valsecchi
Cecile Valsecchi

H-Index: 3

Roberto Todeschini
Roberto Todeschini

H-Index: 38

Geographical identification of Chianti red wine based on ICP-MS element composition

Food chemistry

2020/6/15

See List of Professors in Roberto Todeschini University(Università degli Studi di Milano-Bicocca)

Co-Authors

academic-engine