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72 papers • 11,052 citations • Sorted by year • Download PDF (PDF by citations)
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1Extended multivariate comparison of 68 cluster validity indices. A review4.025Citations (PDF)
2From the Streets to the Judicial Evidence: Determination of Traditional Illicit Substances in Drug Seizures by a Rapid and Sensitive UHPLC-MS/MS-Based Platform
Molecules, 2023, 28, 164
4.42Citations (PDF)
3Condensed Phase Membrane Introduction Mass Spectrometry: A Direct Alternative to Fully Exploit the Mass Spectrometry Potential in Environmental Sample Analysis
Separations, 2023, 10, 139
2.67Citations (PDF)
4Classification-based machine learning approaches to predict the taste of molecules: A review
Food Research International, 2023, 171, 113036
7.330Citations (PDF)
5Predicting molecular activity on nuclear receptors by multitask neural networks2.019Citations (PDF)
6Expanding Antineoplastic Drugs Surface Monitoring Profiles: Enhancing of Zwitterionic Hydrophilic Interaction Methods
Separations, 2022, 9, 34
2.64Citations (PDF)
7Multi-Task Neural Networks and Molecular Fingerprints to Enhance Compound Identification from LC-MS/MS Data
Molecules, 2022, 27, 5827
4.46Citations (PDF)
8Identification of Photodegradation Products of Escitalopram in Surface Water by HPLC-MS/MS and Preliminary Characterization of Their Potential Impact on the Environment
Separations, 2022, 9, 289
2.64Citations (PDF)
9Application of DNA mini-barcoding and infrared spectroscopy for the authentication of the Italian product “bottarga”6.39Citations (PDF)
10CATMoS: Collaborative Acute Toxicity Modeling Suite8.0106Citations (PDF)
11A MATLAB toolbox for multivariate regression coupled with variable selection4.042Citations (PDF)
12Parsimonious Optimization of Multitask Neural Network Hyperparameters
Molecules, 2021, 26, 7254
4.417Citations (PDF)
13Chemometrics for QSAR Modeling
2020, , 599-634
9Citations (PDF)
14Deep Ranking Analysis by Power Eigenvectors (DRAPE): A polypharmacology case study4.03Citations (PDF)
15CoMPARA: Collaborative Modeling Project for Androgen Receptor Activity8.0179Citations (PDF)
16Consensus versus Individual QSARs in Classification: Comparison on a Large-Scale Case Study5.041Citations (PDF)
17Geographical identification of Chianti red wine based on ICP-MS element composition
Food Chemistry, 2020, 315, 126248
9.562Citations (PDF)
18On the Misleading Use of for QSAR Model Comparison2.836Citations (PDF)
19Structural alerts for the identification of bioaccumulative compounds2.915Citations (PDF)
20Machine Learning Consensus To Predict the Binding to the Androgen Receptor within the CoMPARA Project5.044Citations (PDF)
21Integrated QSAR Models to Predict Acute Oral Systemic Toxicity2.837Citations (PDF)
22Acceptable‐by‐design QSARs to predict the dietary biomagnification of organic chemicals in fish2.99Citations (PDF)
23Mapping of Activity through Dichotomic Scores (MADS): A new chemoinformatic approach to detect activity‐rich structural regions2.02Citations (PDF)
24Detecting the bioaccumulation patterns of chemicals through data-driven approaches
Chemosphere, 2018, 208, 273-284
8.520Citations (PDF)
25Scaffold hopping from natural products to synthetic mimetics by holistic molecular similarity5.954Citations (PDF)
26Molecular Descriptors
2017, , 2065-2093
58Citations (PDF)
27Matrix‐based Molecular Descriptors for Prospective Virtual Compound Screening2.825Citations (PDF)
28A QSTR-Based Expert System to Predict Sweetness of Molecules3.654Citations (PDF)
29In Silico Prediction of Cytochrome P450-Drug Interaction: QSARs for CYP3A4 and CYP2C94.559Citations (PDF)
30Expert QSAR system for predicting the bioconcentration factor under the REACH regulation
Environmental Research, 2016, 148, 507-512
8.024Citations (PDF)
31Mixtures, metabolites, ionic liquids: a new measure to evaluate similarity between complex chemical systems5.511Citations (PDF)
32A new concept of higher-order similarity and the role of distance/similarity measures in local classification methods4.033Citations (PDF)
33Quantitative structure–activity relationships to predict sweet and non-sweet tastes1.437Citations (PDF)
34Investigating the mechanisms of bioconcentration through QSAR classification trees
Environment International, 2016, 88, 198-205
10.339Citations (PDF)
35Molecular Descriptors
2016, , 1-29
15Citations (PDF)
36Impact of medium-distance pollution sources in a Galician suburban site (NW Iberian peninsula)
Science of the Total Environment, 2015, 512-513, 114-124
8.411Citations (PDF)
37QSAR models for bioconcentration: Is the increase in the complexity justified by more accurate predictions?
Chemosphere, 2015, 127, 171-179
8.549Citations (PDF)
38N3 and BNN: Two New Similarity Based Classification Methods in Comparison with Other Classifiers5.038Citations (PDF)
39How to weight Hasse matrices and reduce incomparabilities4.014Citations (PDF)
40Prediction of Acute Aquatic Toxicity toward <i>Daphnia Magna</i> by using the GA-<i>k</i>NN Method2.868Citations (PDF)
41Towards Global QSAR Model Building for Acute Toxicity: Munro Database Case Study4.542Citations (PDF)
42QSPR STUDY OF RHEOLOGICAL AND MECHANICAL PROPERTIES OF CHLOROPRENE RUBBER ACCELERATORS1.37Citations (PDF)
43QSAR Modeling: Where Have You Been? Where Are You Going To?
Journal of Medicinal Chemistry, 2014, 57, 4977-5010
6.91,765Citations (PDF)
44A novel variable reduction method adapted from space-filling designs4.078Citations (PDF)
45Assessing the Validity of QSARs for Ready Biodegradability of Chemicals: An Applicability Domain Perspective1.132Citations (PDF)
46Classification tools in chemistry. Part 1: linear models. PLS-DA
Analytical Methods, 2013, 5, 3790
2.61,122Citations (PDF)
47Locally centred Mahalanobis distance: A new distance measure with salient features towards outlier detection
Analytica Chimica Acta, 2013, 787, 1-9
5.978Citations (PDF)
48Quantitative Structure–Activity Relationship Models for Ready Biodegradability of Chemicals5.0187Citations (PDF)
49Defining a novel k-nearest neighbours approach to assess the applicability domain of a QSAR model for reliable predictions5.584Citations (PDF)
50Comparison of Different Approaches to Define the Applicability Domain of QSAR Models
Molecules, 2012, 17, 4791-4810
4.4497Citations (PDF)
51Similarity Coefficients for Binary Chemoinformatics Data: Overview and Extended Comparison Using Simulated and Real Data Sets5.0199Citations (PDF)
52Assessing bioaccumulation of polybrominated diphenyl ethers for aquatic species by QSAR modeling
Chemosphere, 2012, 89, 433-444
8.532Citations (PDF)
53Relationships between apple texture and rheological parameters by means of multivariate analysis4.024Citations (PDF)
54Genetic Algorithms for architecture optimisation of Counter-Propagation Artificial Neural Networks4.071Citations (PDF)
55Structure –Activity Relationships by Autocorrelation Descriptors and Genetic Algorithms
2011, , 60-94
4Citations (PDF)
56Canonical Measure of Correlation (CMC) and Canonical Measure of Distance (CMD) between sets of data. Part 3. Variable selection in classification
Analytica Chimica Acta, 2010, 657, 116-122
5.98Citations (PDF)
57Evaluation of model predictive ability by external validation techniques
Journal of Chemometrics, 2010, 24, 194-201
2.0328Citations (PDF)
58Molecular Descriptors0.097Citations (PDF)
59The Kohonen and CP-ANN toolbox: A collection of MATLAB modules for Self Organizing Maps and Counterpropagation Artificial Neural Networks4.0119Citations (PDF)
60Canonical Measure of Correlation (CMC) and Canonical Measure of Distance (CMD) between sets of data
Analytica Chimica Acta, 2009, 648, 52-59
5.97Citations (PDF)
61Comments on the Definition of the <i>Q</i><sup>2</sup> Parameter for QSAR Validation5.0553Citations (PDF)
62Classification of multiway analytical data based on MOLMAP approach
Analytica Chimica Acta, 2007, 605, 134-146
5.917Citations (PDF)
63New QSAR Modelling Approach Based on Ranking Models by Genetic Algorithms - Variable Subset Selection (GA-VSS)
2006, , 181-217
8Citations (PDF)
64A distance measure between models: a tool for similarity/diversity analysis of model populations4.029Citations (PDF)
65Detecting “bad” regression models: multicriteria fitness functions in regression analysis
Analytica Chimica Acta, 2004, 515, 199-208
5.9163Citations (PDF)
66MobyDigs: software for regression and classification models by genetic algorithms0.035Citations (PDF)
67Structure/Response Correlations and Similarity/Diversity Analysis by GETAWAY Descriptors. 1. Theory of the Novel 3D Molecular Descriptors2.8429Citations (PDF)
68Structure/Response Correlations and Similarity/Diversity Analysis by GETAWAY Descriptors. 2. Application of the Novel 3D Molecular Descriptors to QSAR/QSPR Studies2.8285Citations (PDF)
69QSAR study on the tropospheric degradation of organic compounds
Chemosphere, 1999, 38, 1371-1378
8.569Citations (PDF)
70Toward an in Vitro Test for the Diagnosis of Allergy to Penicillins. Synthesis, Characterization, and Use of β-Lactam and β-Lactam Metabolite Poly-l-lysines Which Recognize Human IgE Antibodies
Bioconjugate Chemistry, 1999, 10, 332-337
3.97Citations (PDF)
71High-performance size-exclusion chromatographic behaviour of substituted benzoylpoly-l-lysines by principal component analysis and molecular dynamics simulation
Journal of Chromatography A, 1998, 813, 255-265
3.85Citations (PDF)
72Qualitative consensus of QSAR ready biodegradability predictions1.715Citations (PDF)