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Spatiotemporal data analysis with chronological networks

Nature communications, 2020-08, Vol.11 (1), p.4036-4036, Article 4036

2020

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Topological indexes and community structure for urban mobility networks: Variations in a business day

PloS one, 2021-03, Vol.16 (3), p.e0248126-e0248126

2021

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Machine Learning Prediction of Nine Molecular Properties Based on the SMILES Representation of the QM9 Quantum-Chemistry Dataset

The journal of physical chemistry. A, Molecules, spectroscopy, kinetics, environment, & general theory, 2020-11, Vol.124 (47), p.9854-9866

2020

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How do urban mobility (geo)graph’s topological properties fill a map?

Applied network science, 2019-10, Vol.4 (1), p.1-14, Article 91

2019

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SMICLR: Contrastive Learning on Multiple Molecular Representations for Semisupervised and Unsupervised Representation Learning

Journal of chemical information and modeling, 2022-09, Vol.62 (17), p.3948-3960

2022

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Molecular Property Prediction and Molecular Design Using a Supervised Grammar Variational Autoencoder

Journal of chemical information and modeling, 2022-02, Vol.62 (4), p.817-828

2022

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COVID-19 fake news diffusion across Latin America

Social network analysis and mining, 2021, Vol.11 (1), p.47-47, Article 47

2021

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Ab Initio Insights into the Formation Mechanisms of 55-Atom Pt-Based Core–Shell Nanoalloys

Journal of physical chemistry. C, 2020-01, Vol.124 (1), p.1158-1164

2020

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Particle competition for complex network community detection

Chaos (Woodbury, N.Y.), 2008-09, Vol.18 (3), p.033107-033107-10

2008

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The Impact of Interdisciplinary, Gender and Geographic Distributions on the Citation Patterns of the Journal of Chemical Information and Modeling

Journal of chemical information and modeling, 2024-02, Vol.64 (4), p.1107-1111

2024

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Screening of the Role of the Chemical Structure in the Electrochemical Stability Window of Ionic Liquids: DFT Calculations Combined with Data Mining

Journal of chemical information and modeling, 2022-10, Vol.62 (19), p.4702-4712

2022

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Theoretical Framework Based on Molecular Dynamics and Data Mining Analyses for the Study of Potential Energy Surfaces of Finite-Size Particles

Journal of chemical information and modeling, 2022-11, Vol.62 (22), p.5503-5512

2022

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Particle competition and cooperation for semi-supervised learning with label noise

Neurocomputing (Amsterdam), 2015-07, Vol.160, p.63-72

2015

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Ab Initio Investigation of CO2 Adsorption on 13-Atom 4d Clusters

Journal of chemical information and modeling, 2020-02, Vol.60 (2), p.537-545

2020

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Correlation-Based Framework for Extraction of Insights from Quantum Chemistry Databases: Applications for Nanoclusters

Journal of chemical information and modeling, 2021-03, Vol.61 (3), p.1125-1135

2021

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Systematic Investigation of Error Distribution in Machine Learning Algorithms Applied to the Quantum-Chemistry QM9 Data Set Using the Bias and Variance Decomposition

Journal of chemical information and modeling, 2021-09, Vol.61 (9), p.4210-4223

2021

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Energy Decomposition to Access the Stability Changes Induced by CO Adsorption on Transition-Metal 13-Atom Clusters

Journal of chemical information and modeling, 2021-05, Vol.61 (5), p.2294-2301

2021

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Dynamical detection of network communities

Scientific reports, 2016-05, Vol.6 (1), p.25570-25570, Article 25570

2016

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Community Detection in Very High-Resolution Meteorological Networks

IEEE geoscience and remote sensing letters, 2020-11, Vol.17 (11), p.2007-2010

2020

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A biochemical network modeling of a whole-cell

Scientific reports, 2020-08, Vol.10 (1), p.13303-13303, Article 13303

2020

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Force-directed algorithms as a tool to support community detection

The European physical journal. ST, Special topics, 2021-10, Vol.230 (14-15), p.2745-2763

2021

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Ab Initio Investigation of CO 2 Adsorption on 13-Atom 4d Clusters

Journal of chemical information and modeling, 2020-02, Vol.60 (2), p.537-545

2020

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Community detection in complex networks via adapted Kuramoto dynamics

Communications in nonlinear science & numerical simulation, 2017-12, Vol.53, p.130-141

2017

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Sentiment and Behavior Analysis of One Controversial American Individual on Twitter

Neural Information Processing, p.509-518

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An object-based visual selection framework

Neurocomputing (Amsterdam), 2016-03, Vol.180, p.35-54

2016

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Spatiotemporal data analysis with chronological networks

Topological indexes and community structure for urban mobility networks: Variations in a business day

Machine Learning Prediction of Nine Molecular Properties Based on the SMILES Representation of the QM9 Quantum-Chemistry Dataset

How do urban mobility (geo)graph’s topological properties fill a map?

SMICLR: Contrastive Learning on Multiple Molecular Representations for Semisupervised and Unsupervised Representation Learning

Molecular Property Prediction and Molecular Design Using a Supervised Grammar Variational Autoencoder

COVID-19 fake news diffusion across Latin America

Ab Initio Insights into the Formation Mechanisms of 55-Atom Pt-Based Core–Shell Nanoalloys

Particle competition for complex network community detection

The Impact of Interdisciplinary, Gender and Geographic Distributions on the Citation Patterns of the Journal of Chemical Information and Modeling

Screening of the Role of the Chemical Structure in the Electrochemical Stability Window of Ionic Liquids: DFT Calculations Combined with Data Mining

Theoretical Framework Based on Molecular Dynamics and Data Mining Analyses for the Study of Potential Energy Surfaces of Finite-Size Particles

Particle competition and cooperation for semi-supervised learning with label noise

Ab Initio Investigation of CO2 Adsorption on 13-Atom 4d Clusters

Correlation-Based Framework for Extraction of Insights from Quantum Chemistry Databases: Applications for Nanoclusters

Systematic Investigation of Error Distribution in Machine Learning Algorithms Applied to the Quantum-Chemistry QM9 Data Set Using the Bias and Variance Decomposition

Energy Decomposition to Access the Stability Changes Induced by CO Adsorption on Transition-Metal 13-Atom Clusters

Dynamical detection of network communities

Community Detection in Very High-Resolution Meteorological Networks

A biochemical network modeling of a whole-cell

Force-directed algorithms as a tool to support community detection

Ab Initio Investigation of CO 2 Adsorption on 13-Atom 4d Clusters

Community detection in complex networks via adapted Kuramoto dynamics

Sentiment and Behavior Analysis of One Controversial American Individual on Twitter

An object-based visual selection framework

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