Carlos Fernandez-Lozano
Orcid: 0000-0003-0413-5677
According to our database1,
Carlos Fernandez-Lozano
authored at least 34 papers
between 2011 and 2024.
Collaborative distances:
Collaborative distances:
Timeline
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Online presence:
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on zbmath.org
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on orcid.org
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on github.com
On csauthors.net:
Bibliography
2024
MATEO: intermolecular α-amidoalkylation theoretical enantioselectivity optimization. Online tool for selection and design of chiral catalysts and products.
J. Cheminformatics, December, 2024
Segmentation, Classification and Interpretation of Breast Cancer Medical Images using Human-in-the-Loop Machine Learning.
CoRR, 2024
2022
PeerJ Comput. Sci., 2022
2021
Machine Learning analysis of the human infant gut microbiome identifies influential species in type 1 diabetes.
Expert Syst. Appl., 2021
Ensemble of Convolution Neural Networks on Heterogeneous Signals for Sleep Stage Scoring.
CoRR, 2021
Machine Learning Algorithms Reveals Country-Specific Metagenomic Taxa from American Gut Project Data.
Proceedings of the Public Health and Informatics, 2021
2020
Identification of predictive factors of the degree of adherence to the Mediterranean diet through machine-learning techniques.
PeerJ Comput. Sci., 2020
Transfer learning features for predicting aesthetics through a novel hybrid machine learning method.
Neural Comput. Appl., 2020
Population subset selection for the use of a validation dataset for overfitting control in genetic programming.
J. Exp. Theor. Artif. Intell., 2020
2019
Automated Neuron Detection in High-Content Fluorescence Microscopy Images Using Machine Learning.
Neuroinformatics, 2019
Classification of signaling proteins based on molecular star graph descriptors using Machine Learning models.
CoRR, 2019
A Hybrid Evolutionary System for Automated Artificial Neural Networks Generation and Simplification in Biomedical Applications.
CoRR, 2019
Avoiding the Inherent Limitations in Datasets Used for Measuring Aesthetics When Using a Machine Learning Approach.
Complex., 2019
2018
Biomed. Signal Process. Control., 2018
Evaluation as a Continuous Improvement Process in the Learning of Programming Languages.
Proceedings of the International Joint Conference SOCO'18-CISIS'18-ICEUTE'18, 2018
Proceedings of the First International Conference on Data Science, 2018
A generalized linear model for cardiovascular complications prediction in PD patients.
Proceedings of the First International Conference on Data Science, 2018
2017
Experimental study and Random Forest prediction model of microbiome cell surface hydrophobicity.
Expert Syst. Appl., 2017
A semantic interoperability approach to support integration of gene expression and clinical data in breast cancer.
Comput. Biol. Medicine, 2017
2015
Soft Comput., 2015
Solvent Accessible Surface Area-Based Hot-Spot Detection Methods for Protein-Protein and Protein-Nucleic Acid Interfaces.
J. Chem. Inf. Model., 2015
RRegrs: an R package for computer-aided model selection with multiple regression models.
J. Cheminformatics, 2015
Classification of mild cognitive impairment and Alzheimer's Disease with machine-learning techniques using <sup>1</sup>H Magnetic Resonance Spectroscopy data.
Expert Syst. Appl., 2015
2013
Int. J. Data Anal. Tech. Strateg., 2013
A Texture-based Classification Method for Proteins in Two-Dimensional Electrophoresis Gel Images - A Feature Selection Method using Support Vector Machines and Genetic Algorithms.
Proceedings of the VISAPP 2013, 2013
Proceedings of the MEDINFO 2013, 2013
Proceedings of the Advances in Computational Intelligence, 2013
2D-PAGE Texture Classification using Support Vector Machines and Genetic Algorithms - An Hybrid Approach for Texture Image Analysis.
Proceedings of the BIOINFORMATICS 2013 - Proceedings of the International Conference on Bioinformatics Models, Methods and Algorithms, Barcelona, Spain, 11, 2013
Texture Classification of Proteins Using Support Vector Machines and Bio-inspired Metaheuristics.
Proceedings of the Biomedical Engineering Systems and Technologies, 2013
2012
Analysis of Deformation Processes using Block-matching Techniques.
Proceedings of the VISAPP 2012, 2012
2011
Proceedings of the 2011 IEEE International Symposium on Signal Processing and Information Technology, 2011