Data Mining in Complex Diseases Using Evolutionary Computation. - Vanessa Aguiar-Pulido; José A. Seoane; Ana Freire; Cristian R. Munteanu (IWANN (1), 2009)

Prot-2S: a new python web tool for protein secondary structure studies. - Cristian R. Munteanu; Alexandre Magalhães (Int. J. Bioinform. Res. Appl., 2009)

An Approach for the Automatic Recommendation of Ontologies Using Collaborative Knowledge. - Marcos Martínez Romero; José Manuel Vázquez-Naya; Cristian R. Munteanu; Javier Pereira 001; Alejandro Pazos (KES (2), 2010)

Markov Entropy Centrality: Chemical, Biological, Crime, and Legislative 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; et al. (Towards an Information Theory of Complex Networks, 2011)

SNP-Schizo: A Web Tool for Schizophrenia SNP Sequence Classification. - Vanessa Aguiar-Pulido; José A. Seoane; Cristian R. Munteanu; Alejandro Pazos (IWANN (2), 2011)

Automatic feature extraction using genetic programming: An application to epileptic EEG classification. - Ling Guo; Daniel Rivero 001; Julián Dorado; Cristian R. Munteanu; Alejandro Pazos (Expert Syst. Appl., 2011)

Nanoinformatics: developing new computing applications for nanomedicine. - 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; et al. (Computing, 2012)

The Rücker-Markov invariants of complex Bio-Systems: Applications in Parasitology and Neuroinformatics. - Humberto González Díaz; Pablo Riera-Fernández; Alejandro Pazos; Cristian R. Munteanu (Biosyst., 2013)

The first eNanoMapper prototype: A substance database to support safe-by-design. - 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; et al. (BIBM, 2014)

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. - Humberto González Díaz; Diana María Herrera-Ibatá; Aliuska Duardo-Sánchez; Cristian R. Munteanu; Ricardo Alfredo Orbegozo-Medina; Alejandro Pazos (J. Chem. Inf. Model., 2014)

Modeling Complex Metabolic Reactions, Ecological Systems, and Financial and Legal Networks with MIANN Models Based on Markov-Wiener Node Descriptors. - Aliuska Duardo-Sánchez; Cristian R. Munteanu; Pablo Riera-Fernández; Antonio López-Díaz; Alejandro Pazos; Humberto González Díaz (J. Chem. Inf. Model., 2014)

eNanoMapper: harnessing ontologies to enable data integration for nanomaterial risk assessment. - Janna Hastings; Nina Jeliazkova; Gareth I. Owen; Georgia Tsiliki; Cristian R. Munteanu; Christoph Steinbeck; Egon L. Willighagen (J. Biomed. Semant., 2015)

Classification of mild cognitive impairment and Alzheimer's Disease with machine-learning techniques using 1H Magnetic Resonance Spectroscopy data. - Cristian R. Munteanu; Carlos Fernandez-Lozano; Virginia Mato Abad; Salvador Pita Fernández; Juan Alvarez-Linera; Juan Antonio Hernández Tamames; Alejandro Pazos (Expert Syst. Appl., 2015)

RRegrs: an R package for computer-aided model selection with multiple regression models. - Georgia Tsiliki; Cristian R. Munteanu; José A. Seoane; Carlos Fernandez-Lozano; Haralambos Sarimveis; Egon L. Willighagen (J. Cheminformatics, 2015)

Solvent Accessible Surface Area-Based Hot-Spot Detection Methods for Protein-Protein and Protein-Nucleic Acid Interfaces. - Cristian R. Munteanu; António César Pimenta; Carlos Fernandez-Lozano; André Melo; M. N. D. S. Cordeiro; Irina S. Moreira (J. Chem. Inf. Model., 2015)

SNOMED2HL7: A tool to normalize and bind SNOMED CT concepts to the HL7 Reference Information Model. - David Pérez-Rey; Raúl Alonso-Calvo; Sergio Paraiso-Medina; Cristian R. Munteanu; Miguel García-Remesal (Comput. Methods Programs Biomed., 2017)

Experimental study and Random Forest prediction model of microbiome cell surface hydrophobicity. - Yong Liu; Shaoxun Tang; Carlos Fernandez-Lozano; Cristian R. Munteanu; Alejandro Pazos; Yi-zun Yu; Zhiliang Tan; Humberto González Díaz (Expert Syst. Appl., 2017)

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. - Michael González-Durruthy; Luciane C. Alberici; Carlos Curti; Zeki Naal; David T. Atique-Sawazaki; José Manuel Vázquez-Naya; Humberto González Díaz; Cristian R. Munteanu (J. Chem. Inf. Model., 2017)

Evaluation as a Continuous Improvement Process in the Learning of Programming Languages. - Marcos Gestal; Carlos Fernandez-Lozano; Cristian R. Munteanu; Juan R. Rabuñal; Julián Dorado (SOCO-CISIS-ICEUTE, 2018)

Identification of coenzyme-binding proteins with machine learning algorithms. - Yong Liu; Cristian R. Munteanu; Zhiwei Kong; Tao Ran; Alfredo Sahagún-Ruiz; Zhixiong He; Chuanshe Zhou; Zhiliang Tan (Comput. Biol. Chem., 2019)

A Hybrid Evolutionary System for Automated Artificial Neural Networks Generation and Simplification in Biomedical Applications. - Enrique Fernández-Blanco; Daniel Rivero 001; Marcos Gestal; Carlos Fernandez-Lozano; Norberto Ezquerra; Cristian R. Munteanu; Julián Dorado (CoRR, 2019)

Classification of signaling proteins based on molecular star graph descriptors using Machine Learning models. - Carlos Fernandez-Lozano; Ruben F. Cuinas; José A. Seoane; Enrique Fernández-Blanco; Julián Dorado; Cristian R. Munteanu (CoRR, 2019)

muntisa/Goat-Bones-Machine-Learning: Release without datasets and results. - Cristian R. Munteanu; Yong Liu (Zenodo, 2019)

Automatic assessment of Alzheimer's disease diagnosis based on deep learning techniques. - Alejandro Puente-Castro; Enrique Fernández-Blanco; Alejandro Pazos; Cristian R. Munteanu (Comput. Biol. Medicine, 2020)

Exploring Target Identification for Drug Design with K-Nearest Neighbors' Algorithm. - Karina Beatriz Jimenes Vargas; Yunierkis Pérez-Castillo; Eduardo Tejera; Cristian R. Munteanu (ICAISC (2), 2023)

Classification of Radiologically Isolated Syndrome and Clinically Isolated Syndrome with Machine-Learning Techniques. - 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; Y. Aladro; ML Martinez-Gines; L. Ayuso; Julián Benito-León (CoRR, 2024)

MATEO: intermolecular α-amidoalkylation theoretical enantioselectivity optimization. Online tool for selection and design of chiral catalysts and products. - Paula Carracedo-Reboredo; Eider Aranzamendi; Shan He 004; Sonia Arrasate; Cristian R. Munteanu; Carlos Fernandez-Lozano; Nuria Sotomayor; Esther Lete; Humberto González Díaz (J. Cheminformatics, 2024)

Prediction of compound-target interaction using several artificial intelligence algorithms and comparison with a consensus-based strategy. - Karina Beatriz Jimenes Vargas; Alejandro Pazos; Cristian R. Munteanu; Yunierkis Pérez-Castillo; Eduardo Tejera (J. Cheminformatics, 2024)

Application of Tabular Transformer Architectures for Operating System Fingerprinting. - Rubén Pérez-Jove; Cristian R. Munteanu; Alejandro Pazos; José Manuel Vázquez-Naya (CoRR, 2025)