Carlos Fernandez-Lozano

38 papers C 2Journal 25Unranked 11

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Ensemble of convolution neural networks on heterogeneous signals for sleep stage scoring. Multim. Tools Appl. Enrique Fernández-Blanco, Brais Galdo, Carlos Fernandez-Lozano, Alejandro Pazos, Daniel Rivero
2025	J	`jnl`	Segmentation, classification and interpretation of breast cancer medical images using human-in-the-loop machine learning. Neural Comput. Appl. David Vázquez-Lema, Eduardo Mosqueira-Rey, Elena Hernández-Pereira, Carlos Fernandez-Lozano, Fernando Seara-Romera, Jorge Pombo-Otero
2024	—	`conf`	Cross Sequencing Integration of Compositional Microbiome Data in Cancer. CIBB Diego Fernández-Edreira, Jose Liñares-Blanco, Carlos Fernandez-Lozano
2024	J	`jnl`	MATEO: intermolecular α-amidoalkylation theoretical enantioselectivity optimization. Online tool for selection and design of chiral catalysts and products. J. Cheminformatics Paula Carracedo-Reboredo, Eider Aranzamendi, Shan He, Sonia Arrasate, Cristian R. Munteanu, Carlos Fernandez-Lozano, Nuria Sotomayor, Esther Lete, Humberto González Díaz
2024	J	`jnl`	Random Forest-Based Prediction of Stroke Outcome. CoRR 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
2024	J	`jnl`	Segmentation, Classification and Interpretation of Breast Cancer Medical Images using Human-in-the-Loop Machine Learning. CoRR David Vázquez-Lema, Eduardo Mosqueira-Rey, Elena Hernández-Pereira, Carlos Fernandez-Lozano, Fernando Seara-Romera, Jorge Pombo-Otero
2022	—	`conf`	Automatic issue generation. XoveTIC Francisco Cedrón, Michael Añon-Valera, Sara Álvarez González, Carlos Fernandez-Lozano, Adrián Carballal
2022	J	`jnl`	Wi-Fi Handshake: analysis of password patterns in Wi-Fi networks. PeerJ Comput. Sci. Adrián Carballal, J. Pablo Galego-Carro, Nereida Rodriguez-Fernandez, Carlos Fernandez-Lozano
2021	J	`jnl`	Ensemble of Convolution Neural Networks on Heterogeneous Signals for Sleep Stage Scoring. CoRR Enrique Fernández-Blanco, Carlos Fernandez-Lozano, Alejandro Pazos, Daniel Rivero
2021	—	`conf`	Machine Learning Algorithms Reveals Country-Specific Metagenomic Taxa from American Gut Project Data. MIE Jose Liñares-Blanco, Carlos Fernandez-Lozano, José A. Seoane, Guillermo López-Campos
2021	J	`jnl`	Machine Learning analysis of the human infant gut microbiome identifies influential species in type 1 diabetes. Expert Syst. Appl. Diego Fernández-Edreira, Jose Liñares-Blanco, Carlos Fernandez-Lozano
2021	J	`jnl`	Machine learning analysis of TCGA cancer data. PeerJ Comput. Sci. Jose Liñares-Blanco, Alejandro Pazos, Carlos Fernandez-Lozano
2020	J	`jnl`	Comparison of Outlier-Tolerant Models for Measuring Visual Complexity. Entropy Adrián Carballal, Carlos Fernandez-Lozano, Nereida Rodriguez-Fernandez, Iria Santos, Juan Romero
2020	J	`jnl`	Identification of predictive factors of the degree of adherence to the Mediterranean diet through machine-learning techniques. PeerJ Comput. Sci. Alba Arceo-Vilas, Carlos Fernandez-Lozano, Salvador Pita, Sonia Pértega Díaz, Alejandro Pazos
2020	J	`jnl`	Population subset selection for the use of a validation dataset for overfitting control in genetic programming. J. Exp. Theor. Artif. Intell. Daniel Rivero, Enrique Fernández-Blanco, Carlos Fernandez-Lozano, Alejandro Pazos
2020	J	`jnl`	Transfer learning features for predicting aesthetics through a novel hybrid machine learning method. Neural Comput. Appl. Adrián Carballal, Carlos Fernandez-Lozano, Jónathan Heras, Juan Romero
2019	J	`jnl`	A Hybrid Evolutionary System for Automated Artificial Neural Networks Generation and Simplification in Biomedical Applications. CoRR Enrique Fernández-Blanco, Daniel Rivero, Marcos Gestal, Carlos Fernandez-Lozano, Norberto Ezquerra, Cristian R. Munteanu, Julián Dorado
2019	J	`jnl`	Automated Neuron Detection in High-Content Fluorescence Microscopy Images Using Machine Learning. Neuroinformatics Gadea Mata, Miroslav Radojevic, Carlos Fernandez-Lozano, Ihor Smal, Niels Werij, Miguel Morales, Erik Meijering, Julio Rubio
2019	J	`jnl`	Avoiding the Inherent Limitations in Datasets Used for Measuring Aesthetics When Using a Machine Learning Approach. Complex. Adrián Carballal, Carlos Fernandez-Lozano, Nereida Rodriguez-Fernandez, Luz Castro, Antonino Santos
2019	J	`jnl`	Classification of signaling proteins based on molecular star graph descriptors using Machine Learning models. CoRR Carlos Fernandez-Lozano, Ruben F. Cuinas, José A. Seoane, Enrique Fernández-Blanco, Julián Dorado, Cristian R. Munteanu
2018	C	`conf`	A generalized linear model for cardiovascular complications prediction in PD patients. DATA Carlos Fernandez-Lozano, Rafael Alonso Valente, Manuel Fidalgo Díaz, Alejandro Pazos
2018	J	`jnl`	Automatic multiscale vascular image segmentation algorithm for coronary angiography. Biomed. Signal Process. Control. Adrián Carballal, Francisco Javier Nóvoa, Carlos Fernandez-Lozano, Marcos García-Guimaraes, Guillermo López-Campos, Ramón Calviño-Santos, José Manuel Vázquez-Naya, Alejandro Pazos
2018	—	`conf`	Evaluation as a Continuous Improvement Process in the Learning of Programming Languages. SOCO-CISIS-ICEUTE Marcos Gestal, Carlos Fernandez-Lozano, Cristian R. Munteanu, Juan R. Rabuñal, Julián Dorado
2018	C	`conf`	Integrative multi-omics data-driven approach for metastasis prediction in cancer. DATA Carlos Fernandez-Lozano, Jose Liñares-Blanco, Marcos Gestal, Julián Dorado, Alejandro Pazos
2017	J	`jnl`	A semantic interoperability approach to support integration of gene expression and clinical data in breast cancer. Comput. Biol. Medicine 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
2017	J	`jnl`	Experimental study and Random Forest prediction model of microbiome cell surface hydrophobicity. Expert Syst. Appl. Yong Liu, Shaoxun Tang, Carlos Fernandez-Lozano, Cristian R. Munteanu, Alejandro Pazos, Yi-zun Yu, Zhiliang Tan, Humberto González Díaz
2015	J	`jnl`	Classification of mild cognitive impairment and Alzheimer's Disease with machine-learning techniques using Expert Syst. Appl. Cristian R. Munteanu, Carlos Fernandez-Lozano, Virginia Mato Abad, Salvador Pita Fernández, Juan Alvarez-Linera, Juan Antonio Hernández Tamames, Alejandro Pazos
2015	J	`jnl`	RRegrs: an R package for computer-aided model selection with multiple regression models. J. Cheminformatics Georgia Tsiliki, Cristian R. Munteanu, José A. Seoane, Carlos Fernandez-Lozano, Haralambos Sarimveis, Egon L. Willighagen
2015	J	`jnl`	Solvent Accessible Surface Area-Based Hot-Spot Detection Methods for Protein-Protein and Protein-Nucleic Acid Interfaces. J. Chem. Inf. Model. Cristian R. Munteanu, António César Pimenta, Carlos Fernandez-Lozano, André Melo, M. N. D. S. Cordeiro, Irina S. Moreira
2015	J	`jnl`	Texture classification using feature selection and kernel-based techniques. Soft Comput. Carlos Fernandez-Lozano, José Antonio Seoane Fernández, Marcos Gestal, Tom R. Gaunt, Julián Dorado, Colin Campbell
2013	—	`conf`	2D-PAGE Texture Classification using Support Vector Machines and Genetic Algorithms - An Hybrid Approach for Texture Image Analysis. BIOINFORMATICS Carlos Fernandez-Lozano, José A. Seoane, Pablo Mesejo, Youssef S. G. Nashed, Stefano Cagnoni, Julián Dorado
2013	—	`conf`	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) Carlos Fernandez-Lozano, José A. Seoane, Marcos Gestal, Daniel Rivero, Julián Dorado, Alejandro Pazos
2013	—	`conf`	Anonymizing Patient Genomic Data for Public Sharing Association Studies. MedInfo Carlos Fernandez-Lozano, Guillermo López-Campos, José A. Seoane, Victoria López-Alonso, Julián Dorado, Fernando Martín-Sánchez, Alejandro Pazos
2013	J	`jnl`	Spot matching in 2D electrophoresis experiments. Int. J. Data Anal. Tech. Strateg. Carlos Fernandez-Lozano, Alvaro Rodríguez-Tajes, Cristina Ruíz Romero, José A. Seoane
2013	—	`conf`	Texture Classification Using Kernel-Based Techniques. IWANN (1) Carlos Fernandez-Lozano, José A. Seoane, Marcos Gestal, Tom R. Gaunt, Colin Campbell
2013	—	`conf`	Texture Classification of Proteins Using Support Vector Machines and Bio-inspired Metaheuristics. BIOSTEC (Selected Papers) Carlos Fernandez-Lozano, José A. Seoane, Pablo Mesejo, Youssef S. G. Nashed, Stefano Cagnoni, Julián Dorado
2012	—	`conf`	Analysis of Deformation Processes using Block-matching Techniques. VISAPP (2) Alvaro Rodríguez, Carlos Fernandez-Lozano, José Antonio Seoane Fernández, Juan R. Rabuñal, Julián Dorado
2011	—	`conf`	Motion estimation in real deformation processes based on block-matching techniques. ISSPIT Alvaro Rodríguez, Carlos Fernandez-Lozano, José Antonio Seoane Fernández, Juan R. Rabuñal, Julián Dorado