Cristian R. Munteanu

30 papers Journal 23Unranked 6
YearRankTypeTitle / Venue / Authors
2026 J jnl
Network traffic foundation models: A systematic review.
Comput. Networks
Rubén Pérez-Jove, Cristian R. Munteanu, Julián Dorado, Alejandro Pazos, José Manuel Vázquez-Naya
2025 J jnl
Application of Tabular Transformer Architectures for Operating System Fingerprinting.
CoRR
Rubén Pérez-Jove, Cristian R. Munteanu, Alejandro Pazos, José Manuel Vázquez-Naya
2024 J jnl
Classification of Radiologically Isolated Syndrome and Clinically Isolated Syndrome with Machine-Learning Techniques.
CoRR
Virginia Mato Abad, A Labiano-Fontcuberta, Santiago Rodríguez Yáñez, Rafael García Vázquez, Cristian R. Munteanu, Javier Andrade Garda, Angela Domingo-Santos, Victoria Galán Sánchez-Seco, Yolanda Aladro, ML Martinez-Gines, L. Ayuso, Julián Benito-León
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
Prediction of compound-target interaction using several artificial intelligence algorithms and comparison with a consensus-based strategy.
J. Cheminformatics
Karina Beatriz Jimenes Vargas, Alejandro Pazos, Cristian R. Munteanu, Yunierkis Pérez-Castillo, Eduardo Tejera
2023 — conf
Exploring Target Identification for Drug Design with K-Nearest Neighbors' Algorithm.
ICAISC (2)
Karina Beatriz Jimenes Vargas, Yunierkis Pérez-Castillo, Eduardo Tejera, Cristian R. Munteanu
2021 J jnl
Automatic Assessment of Alzheimer's Disease Diagnosis Based on Deep Learning Techniques.
CoRR
Alejandro Puente-Castro, Enrique Fernández-Blanco, Alejandro Pazos, Cristian R. Munteanu
2020 J jnl
Automatic assessment of Alzheimer's disease diagnosis based on deep learning techniques.
Comput. Biol. Medicine
Alejandro Puente-Castro, Enrique Fernández-Blanco, Alejandro Pazos, Cristian R. Munteanu
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
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
2019 J jnl
Identification of coenzyme-binding proteins with machine learning algorithms.
Comput. Biol. Chem.
Yong Liu, Cristian R. Munteanu, Zhiwei Kong, Tao Ran, Alfredo Sahagún-Ruiz, Zhixiong He, Chuanshe Zhou, Zhiliang Tan
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
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
2017 J jnl
Experimental-Computational Study of Carbon Nanotube Effects on Mitochondrial Respiration: In Silico Nano-QSPR Machine Learning Models Based on New Raman Spectra Transform with Markov-Shannon Entropy Invariants.
J. Chem. Inf. Model.
Michael González-Durruthy, Luciane C. Alberici, Carlos Curti, Zeki Naal, David T. Atique-Sawazaki, José Manuel Vázquez-Naya, Humberto González Díaz, Cristian R. Munteanu
2017 J jnl
SNOMED2HL7: A tool to normalize and bind SNOMED CT concepts to the HL7 Reference Information Model.
Comput. Methods Programs Biomed.
David Pérez-Rey, Raúl Alonso-Calvo, Sergio Paraiso-Medina, Cristian R. Munteanu, Miguel García-Remesal
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
eNanoMapper: harnessing ontologies to enable data integration for nanomaterial risk assessment.
J. Biomed. Semant.
Janna Hastings, Nina Jeliazkova, Gareth I. Owen, Georgia Tsiliki, Cristian R. Munteanu, Christoph Steinbeck, Egon L. Willighagen
2014 J jnl
ANN Multiscale Model of Anti-HIV Drugs Activity vs AIDS Prevalence in the US at County Level Based on Information Indices of Molecular Graphs and Social Networks.
J. Chem. Inf. Model.
Humberto González Díaz, Diana María Herrera-Ibatá, Aliuska Duardo-Sánchez, Cristian R. Munteanu, Ricardo Alfredo Orbegozo-Medina, Alejandro Pazos
2014 J jnl
Modeling Complex Metabolic Reactions, Ecological Systems, and Financial and Legal Networks with MIANN Models Based on Markov-Wiener Node Descriptors.
J. Chem. Inf. Model.
Aliuska Duardo-Sánchez, Cristian R. Munteanu, Pablo Riera-Fernández, Antonio López-Díaz, Alejandro Pazos, Humberto González Díaz
2014 — conf
The first eNanoMapper prototype: A substance database to support safe-by-design.
BIBM
Nina Jeliazkova, Philip Doganis, Bengt Fadeel, Roland Grafstrom, Janna Hastings, Vedrin Jeliazkov, Pekka Kohonen, Cristian R. Munteanu, Haralambos Sarimveis, Bart Smeets, Georgia Tsiliki, David Vorgrimmler, Egon L. Willighagen
2013 J jnl
The Rücker-Markov invariants of complex Bio-Systems: Applications in Parasitology and Neuroinformatics.
Biosyst.
Humberto González Díaz, Pablo Riera-Fernández, Alejandro Pazos, Cristian R. Munteanu
2012 J jnl
Nanoinformatics: developing new computing applications for nanomedicine.
Computing
Victor Maojo, Martin Fritts, Fernando Martín-Sánchez, Diana de la Iglesia, Raul E. Cachau, Miguel García-Remesal, José Crespo, Joyce A. Mitchell, Alberto Anguita, Nathan A. Baker, José María Barreiro, Sonia E. Benitez, Guillermo de la Calle, Julio C. Facelli, Peter Ghazal, Antoine Geissbühler, Fernando D. González Nilo, Norbert M. Graf, Pierre Grangeat, Isabel Hermosilla, Rada Hussein, Josipa Kern, Sabine Koch, Yannick Legré, Victoria López-Alonso, Guillermo López-Campos, Luciano Milanesi, Vassilis Moustakis, Cristian R. Munteanu, Paula Otero, Alejandro Pazos, David Pérez-Rey, George Potamias, Ferran Sanz, Casimir A. Kulikowski
2011 J jnl
Automatic feature extraction using genetic programming: An application to epileptic EEG classification.
Expert Syst. Appl.
Ling Guo, Daniel Rivero, Julián Dorado, Cristian R. Munteanu, Alejandro Pazos
2011 — ch.
Markov Entropy Centrality: Chemical, Biological, Crime, and Legislative Networks.
Towards an Information Theory of Complex Networks
Cristian R. Munteanu, Julián Dorado, Alejandro Pazos Sierra, Francisco J. Prado-Prado, L. G. Pérez-Montoto, Santiago Vilar, Florencio M. Ubeira, Angeles Sánchez-Gonzaléz, Maykel Cruz-Monteagudo, Sonia Arrasate, Nuria Sotomayor, Esther Lete, Aliuska Duardo-Sánchez, Antonio Díaz-López, Grace Patlewicz, Humberto González Díaz
2011 — conf
SNP-Schizo: A Web Tool for Schizophrenia SNP Sequence Classification.
IWANN (2)
Vanessa Aguiar-Pulido, José A. Seoane, Cristian R. Munteanu, Alejandro Pazos
2010 — conf
An Approach for the Automatic Recommendation of Ontologies Using Collaborative Knowledge.
KES (2)
Marcos Martínez Romero, José Manuel Vázquez-Naya, Cristian R. Munteanu, Javier Pereira, Alejandro Pazos
2009 — conf
Data Mining in Complex Diseases Using Evolutionary Computation.
IWANN (1)
Vanessa Aguiar-Pulido, José A. Seoane, Ana Freire, Cristian R. Munteanu
2009 J jnl
Prot-2S: a new python web tool for protein secondary structure studies.
Int. J. Bioinform. Res. Appl.
Cristian R. Munteanu, Alexandre Magalhães