Carlos Fernandez-Lozano

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 23

Top Topics

Hybrid Evolutionary

Fluorescence Microscopy Images

Machine Learning

Top Venues

Expert Syst. Appl.

PeerJ Comput. Sci.

J. Cheminformatics

Publications

Paula Carracedo-Reboredo, Eider Aranzamendi, Shan He, Sonia Arrasate, Cristian R. Munteanu, Carlos Fernandez-Lozano, Nuria Sotomayor, Esther Lete, Humberto González Díaz
MATEO: intermolecular α-amidoalkylation theoretical enantioselectivity optimization. Online tool for selection and design of chiral catalysts and products. J. Cheminformatics 16 (1) (2024)
David Vázquez-Lema, Eduardo Mosqueira-Rey, Elena Hernández-Pereira, Carlos Fernandez-Lozano, Fernando Seara-Romera, Jorge Pombo-Otero
Segmentation, Classification and Interpretation of Breast Cancer Medical Images using Human-in-the-Loop Machine Learning. CoRR (2024)
Carlos Fernandez-Lozano, Pablo Hervella, Virginia Mato Abad, Manuel Rodríguez Yáñez, Sonia Suárez Garaboa, Iria Lopez-Dequidt, Ana Estany-Gestal, Tomás Sobrino, Francisco Campos, José Castillo, Santiago Rodríguez Yáñez, Ramón Iglesias-Rey
Random Forest-Based Prediction of Stroke Outcome. CoRR (2024)
Francisco Cedrón, Michael Añon-Valera, Sara Álvarez González, Carlos Fernandez-Lozano, Adrián Carballal
Automatic issue generation. XoveTIC (2022)
Adrián Carballal, J. Pablo Galego-Carro, Nereida Rodriguez-Fernandez, Carlos Fernandez-Lozano
Wi-Fi Handshake: analysis of password patterns in Wi-Fi networks. PeerJ Comput. Sci. 8 (2022)
Jose Liñares-Blanco, Carlos Fernandez-Lozano, José A. Seoane, Guillermo López-Campos
Machine Learning Algorithms Reveals Country-Specific Metagenomic Taxa from American Gut Project Data. MIE (2021)
Enrique Fernández-Blanco, Carlos Fernandez-Lozano, Alejandro Pazos, Daniel Rivero
Ensemble of Convolution Neural Networks on Heterogeneous Signals for Sleep Stage Scoring. CoRR (2021)
Diego Fernández-Edreira, Jose Liñares-Blanco, Carlos Fernandez-Lozano
Machine Learning analysis of the human infant gut microbiome identifies influential species in type 1 diabetes. Expert Syst. Appl. 185 (2021)
Jose Liñares-Blanco, Alejandro Pazos, Carlos Fernandez-Lozano
Machine learning analysis of TCGA cancer data. PeerJ Comput. Sci. 7 (2021)
Adrián Carballal, Carlos Fernandez-Lozano, Nereida Rodriguez-Fernandez, Iria Santos, Juan Romero
Comparison of Outlier-Tolerant Models for Measuring Visual Complexity. Entropy 22 (4) (2020)
Daniel Rivero, Enrique Fernández-Blanco, Carlos Fernandez-Lozano, Alejandro Pazos
Population subset selection for the use of a validation dataset for overfitting control in genetic programming. J. Exp. Theor. Artif. Intell. 32 (2) (2020)
Alba Arceo-Vilas, Carlos Fernandez-Lozano, Salvador Pita, Sonia Pértega Díaz, Alejandro Pazos
Identification of predictive factors of the degree of adherence to the Mediterranean diet through machine-learning techniques. PeerJ Comput. Sci. 6 (2020)
Adrián Carballal, Carlos Fernandez-Lozano, Jónathan Heras, Juan Romero
Transfer learning features for predicting aesthetics through a novel hybrid machine learning method. Neural Comput. Appl. 32 (10) (2020)
Enrique Fernández-Blanco, Daniel Rivero, Marcos Gestal, Carlos Fernandez-Lozano, Norberto Ezquerra, Cristian R. Munteanu, Julian Dorado
A Hybrid Evolutionary System for Automated Artificial Neural Networks Generation and Simplification in Biomedical Applications. CoRR (2019)
Carlos Fernandez-Lozano, Ruben F. Cuinas, José A. Seoane, Enrique Fernández-Blanco, Julian Dorado, Cristian R. Munteanu
Classification of signaling proteins based on molecular star graph descriptors using Machine Learning models. CoRR (2019)
Gadea Mata, Miroslav Radojevic, Carlos Fernandez-Lozano, Ihor Smal, Niels Werij, Miguel Morales, Erik Meijering, Julio Rubio
Automated Neuron Detection in High-Content Fluorescence Microscopy Images Using Machine Learning. Neuroinformatics 17 (2) (2019)
Adrián Carballal, Carlos Fernandez-Lozano, Nereida Rodriguez-Fernandez, Luz Castro, Antonino Santos
Avoiding the Inherent Limitations in Datasets Used for Measuring Aesthetics When Using a Machine Learning Approach. Complex. 2019 (2019)
Adrián Carballal, Francisco Javier Nóvoa, Carlos Fernandez-Lozano, Marcos García-Guimaraes, Guillermo López-Campos, Ramón Calviño-Santos, José Manuel Vázquez-Naya, Alejandro Pazos
Automatic multiscale vascular image segmentation algorithm for coronary angiography. Biomed. Signal Process. Control. 46 (2018)
Carlos Fernandez-Lozano, Rafael Alonso Valente, Manuel Fidalgo Díaz, Alejandro Pazos
A generalized linear model for cardiovascular complications prediction in PD patients. DATA (2018)
Carlos Fernandez-Lozano, Jose Liñares-Blanco, Marcos Gestal, Julian Dorado, Alejandro Pazos
Integrative multi-omics data-driven approach for metastasis prediction in cancer. DATA (2018)
Marcos Gestal, Carlos Fernandez-Lozano, Cristian R. Munteanu, Juan R. Rabuñal, Julian Dorado
Evaluation as a Continuous Improvement Process in the Learning of Programming Languages. SOCO-CISIS-ICEUTE (2018)
Raúl Alonso-Calvo, Sergio Paraiso-Medina, David Pérez-Rey, Enrique Alonso-Oset, Ruud van Stiphout, Sheng Yu, Marian Taylor, Francesca Buffa, Carlos Fernandez-Lozano, Alejandro Pazos, Victor Maojo
A semantic interoperability approach to support integration of gene expression and clinical data in breast cancer. Comput. Biol. Medicine 87 (2017)
Yong Liu, Shaoxun Tang, Carlos Fernandez-Lozano, Cristian R. Munteanu, Alejandro Pazos, Yi-zun Yu, Zhiliang Tan, Humberto González Díaz
Experimental study and Random Forest prediction model of microbiome cell surface hydrophobicity. Expert Syst. Appl. 72 (2017)
Cristian R. Munteanu, António César Pimenta, Carlos Fernandez-Lozano, André Melo, M. N. D. S. Cordeiro, Irina S. Moreira
Solvent Accessible Surface Area-Based Hot-Spot Detection Methods for Protein-Protein and Protein-Nucleic Acid Interfaces. J. Chem. Inf. Model. 55 (5) (2015)
Carlos Fernandez-Lozano, José Antonio Seoane Fernández, Marcos Gestal, Tom R. Gaunt, Julian Dorado, Colin Campbell
Texture classification using feature selection and kernel-based techniques. Soft Comput. 19 (9) (2015)
Cristian R. Munteanu, Carlos Fernandez-Lozano, Virginia Mato Abad, Salvador Pita Fernández, Juan Alvarez-Linera, Juan Antonio Hernández Tamames, Alejandro Pazos
H Magnetic Resonance Spectroscopy data. Expert Syst. Appl. 42 (15-16) (2015)
Georgia Tsiliki, Cristian R. Munteanu, José A. Seoane, Carlos Fernandez-Lozano, Haralambos Sarimveis, Egon L. Willighagen
RRegrs: an R package for computer-aided model selection with multiple regression models. J. Cheminformatics 7 (2015)
Carlos Fernandez-Lozano, Guillermo López-Campos, José A. Seoane, Victoria López-Alonso, Julian Dorado, Fernando Martín-Sánchez, Alejandro Pazos
Anonymizing Patient Genomic Data for Public Sharing Association Studies. MedInfo (2013)
Carlos Fernandez-Lozano, José A. Seoane, Marcos Gestal, Tom R. Gaunt, Colin Campbell
Texture Classification Using Kernel-Based Techniques. IWANN (1) (2013)
Carlos Fernandez-Lozano, José A. Seoane, Marcos Gestal, Daniel Rivero, Julian Dorado, Alejandro Pazos
A Texture-based Classification Method for Proteins in Two-Dimensional Electrophoresis Gel Images - A Feature Selection Method using Support Vector Machines and Genetic Algorithms. VISAPP (1) (2013)
Carlos Fernandez-Lozano, José A. Seoane, Pablo Mesejo, Youssef S. G. Nashed, Stefano Cagnoni, Julian Dorado
2D-PAGE Texture Classification using Support Vector Machines and Genetic Algorithms - An Hybrid Approach for Texture Image Analysis. BIOINFORMATICS (2013)
Carlos Fernandez-Lozano, José A. Seoane, Pablo Mesejo, Youssef S. G. Nashed, Stefano Cagnoni, Julian Dorado
Texture Classification of Proteins Using Support Vector Machines and Bio-inspired Metaheuristics. BIOSTEC (Selected Papers) (2013)
Carlos Fernandez-Lozano, Alvaro Rodríguez-Tajes, Cristina Ruíz Romero, José A. Seoane
Spot matching in 2D electrophoresis experiments. Int. J. Data Anal. Tech. Strateg. 5 (2) (2013)
Alvaro Rodríguez, Carlos Fernandez-Lozano, José Antonio Seoane Fernández, Juan R. Rabuñal, Julian Dorado
Analysis of Deformation Processes using Block-matching Techniques. VISAPP (2) (2012)
Alvaro Rodríguez, Carlos Fernandez-Lozano, José Antonio Seoane Fernández, Juan R. Rabuñal, Julian Dorado
Motion estimation in real deformation processes based on block-matching techniques. ISSPIT (2011)