Roberto Todeschini

21.3k total citations · 5 hit papers
185 papers, 14.1k citations indexed

About

Roberto Todeschini is a scholar working on Computational Theory and Mathematics, Spectroscopy and Analytical Chemistry. According to data from OpenAlex, Roberto Todeschini has authored 185 papers receiving a total of 14.1k indexed citations (citations by other indexed papers that have themselves been cited), including 91 papers in Computational Theory and Mathematics, 41 papers in Spectroscopy and 41 papers in Analytical Chemistry. Recurrent topics in Roberto Todeschini's work include Computational Drug Discovery Methods (90 papers), Analytical Chemistry and Chromatography (38 papers) and Spectroscopy and Chemometric Analyses (38 papers). Roberto Todeschini is often cited by papers focused on Computational Drug Discovery Methods (90 papers), Analytical Chemistry and Chromatography (38 papers) and Spectroscopy and Chemometric Analyses (38 papers). Roberto Todeschini collaborates with scholars based in Italy, Germany and Switzerland. Roberto Todeschini's co-authors include Viviana Consonni, Davide Ballabio, Paola Gramatica, Andrea Mauri, Manuela Pavan, Francesca Grisoni, Johann Gasteiger, Igor V. Tetko, Emilio Marengo and Peter Ertl and has published in prestigious journals such as Journal of the American Chemical Society, The Journal of Chemical Physics and Chemistry of Materials.

In The Last Decade

Roberto Todeschini

180 papers receiving 13.5k citations

Hit Papers

5 papers align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

Handbook of Molecular Descriptors

2000 3.3k citations Roberto Todeschini, Viviana Consonni BOA (University of Milano-Bicocca) profile →
QSAR Modeling: Where Have You Been? Where Are You Going To?

2013 1.4k citations Paola Gramatica, Roberto Todeschini et al. profile →
Virtual Computational Chemistry Laboratory – Design and Description

2005 1.3k citations Igor V. Tetko, Johann Gasteiger et al. Journal of Computer-Aided Molecular Design profile →
Molecular Descriptors for Chemoinformatics

2009 549 citations Roberto Todeschini, Viviana Consonni profile →
Comparison of Different Approaches to Define the Applicability Domain of QSAR Models

2012 424 citations Faizan Sahigara, Davide Ballabio et al. Molecules profile →

Peers

Countries citing papers authored by Roberto Todeschini

Since Specialization

Citations

This map shows the geographic impact of Roberto Todeschini's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Roberto Todeschini with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Roberto Todeschini more than expected).

Fields of papers citing papers by Roberto Todeschini

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Roberto Todeschini. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Roberto Todeschini. The network helps show where Roberto Todeschini may publish in the future.

Co-authorship network of co-authors of Roberto Todeschini

This figure shows the co-authorship network connecting the top 25 collaborators of Roberto Todeschini. A scholar is included among the top collaborators of Roberto Todeschini based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Roberto Todeschini. Roberto Todeschini is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

#	Work	Indexed citations
1	Application of QSRR models for predicting the retention times of plant food bioactive compounds 2025 ·Journal of Chromatography A ·(unknown), Viviana Consonni, Davide Ballabio, (unknown), Ehsan Abbasi, Roberto Todeschini	1
2	Kernel-based mapping of reliability in predictions for consensus modelling 2024 ·Chemometrics and Intelligent Laboratory Systems ·Viviana Consonni, Roberto Todeschini, Marco Orlandi, Davide Ballabio	3
3	Classification-based machine learning approaches to predict the taste of molecules: A review 2023 ·Food Research International ·Cristian Rojas, Davide Ballabio, Viviana Consonni, (unknown), Roberto Todeschini	25
4	Identification of Photodegradation Products of Escitalopram in Surface Water by HPLC-MS/MS and Preliminary Characterization of Their Potential Impact on the Environment 2022 ·Separations ·Veronica Termopoli, Viviana Consonni, Davide Ballabio, Roberto Todeschini, Marco Orlandi, Fabio Gosetti	3
5	Multi-Task Neural Networks and Molecular Fingerprints to Enhance Compound Identification from LC-MS/MS Data 2022 ·Molecules ·Viviana Consonni, Fabio Gosetti, Veronica Termopoli, Roberto Todeschini, (unknown), Davide Ballabio	6
6	A MATLAB toolbox for multivariate regression coupled with variable selection 2021 ·Chemometrics and Intelligent Laboratory Systems ·Viviana Consonni, (unknown), Fabio Gosetti, Roberto Todeschini, Davide Ballabio	37
7	Parsimonious Optimization of Multitask Neural Network Hyperparameters 2021 ·Molecules ·(unknown), Viviana Consonni, Roberto Todeschini, Marco Orlandi, Fabio Gosetti, Davide Ballabio	14
8	Predicting molecular activity on nuclear receptors by multitask neural networks 2020 ·Journal of Chemometrics ·(unknown), (unknown), Francesca Grisoni, Roberto Todeschini, Davide Ballabio, Viviana Consonni	17
9	Mapping of Activity through Dichotomic Scores (MADS): A new chemoinformatic approach to detect activity‐rich structural regions 2018 ·Journal of Chemometrics ·Roberto Todeschini, Viviana Consonni, Davide Ballabio, Francesca Grisoni	1
10	Integrated QSAR Models to Predict Acute Oral Systemic Toxicity 2018 ·Molecular Informatics ·Davide Ballabio, Francesca Grisoni, Viviana Consonni, Roberto Todeschini	32
11	Molecular Descriptors for Structure–Activity Applications: A Hands-On Approach 2018 ·Methods in molecular biology ·Francesca Grisoni, Davide Ballabio, Roberto Todeschini, Viviana Consonni	46
12	Defining a novel k-nearest neighbours approach to assess the applicability domain of a QSAR model for reliable predictions 2013 ·Journal of Cheminformatics ·Faizan Sahigara, Davide Ballabio, Roberto Todeschini, Viviana Consonni	74
13	Chemometric analysis of gas chromatography with flame ionisation detection chromatograms: A novel method for classification of petroleum products 2012 ·Journal of Chromatography A ·Nikoline Juul Nielsen, Davide Ballabio, Giorgio Tomasi, Roberto Todeschini, Jan H. Christensen	13
14	Canonical Measure of Correlation (CMC) and Canonical Measure of Distance (CMD) between sets of data. Part 1. Theory and simple chemometric applications 2009 ·Analytica Chimica Acta ·Roberto Todeschini, Davide Ballabio, Viviana Consonni, Alberto Manganaro, Andrea Mauri	18
15	The DART (Decision Analysis by Ranking Techniques) software 2008 ·Alberto Manganaro, Davide Ballabio, (unknown), Andrea Mauri, (unknown), Roberto Todeschini	1
16	A New Similarity/Diversity Measure for the Characterization of DNA Sequences 2008 ·Croatica Chemica Acta ·Roberto Todeschini, Davide Ballabio, Viviana Consonni, Andrea Mauri	2
17	Virtual Computational Chemistry Laboratory – Design and Description breakdown → 2005 ·Journal of Computer-Aided Molecular Design ·Igor V. Tetko, Johann Gasteiger, Roberto Todeschini, Andrea Mauri, David J. Livingstone, Peter Ertl, Vladimir A. Palyulin, Eugene V. Radchenko, Н. С. Зефиров, Alexander Makarenko, Vsevolod Yu. Tanchuk, В. В. Прокопенко	1267
18	Handbook of Molecular Descriptors breakdown → 2000 ·BOA (University of Milano-Bicocca) ·Roberto Todeschini, Viviana Consonni	3289
19	Study of the POP atmospheric mobility by QSAR approach 1999 ·IrInSubria (University of Insubria) ·Paola Gramatica, (unknown), F. Consolaro, Roberto Todeschini	1
20	MS-WHIM, new 3D theoretical descriptors derived from molecular surface properties: A comparative 3D QSAR study in a series of steroids 1997 ·Journal of Computer-Aided Molecular Design ·Gianpaolo Bravi, Emanuela Gancia, Paolo Mascagni, (unknown), Roberto Todeschini, Andrea Zaliani	89

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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