Cristian R. Munteanu

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 16

Top Topics

Hybrid Evolutionary

Shannon Entropy

Automatic Assessment

Top Venues

J. Chem. Inf. Model.

J. Cheminformatics

Expert Syst. Appl.

Publications

Karina Beatriz Jimenes Vargas, Alejandro Pazos, Cristian R. Munteanu, Yunierkis Pérez-Castillo, Eduardo Tejera
Prediction of compound-target interaction using several artificial intelligence algorithms and comparison with a consensus-based strategy. J. Cheminformatics 16 (1) (2024)
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)
Karina Beatriz Jimenes Vargas, Yunierkis Pérez-Castillo, Eduardo Tejera, Cristian R. Munteanu
Exploring Target Identification for Drug Design with K-Nearest Neighbors' Algorithm. ICAISC (2) (2023)
Alejandro Puente-Castro, Enrique Fernández-Blanco, Alejandro Pazos, Cristian R. Munteanu
Automatic Assessment of Alzheimer's Disease Diagnosis Based on Deep Learning Techniques. CoRR (2021)
Alejandro Puente-Castro, Enrique Fernández-Blanco, Alejandro Pazos, Cristian R. Munteanu
Automatic assessment of Alzheimer's disease diagnosis based on deep learning techniques. Comput. Biol. Medicine 120 (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)
Yong Liu, Cristian R. Munteanu, Zhiwei Kong, Tao Ran, Alfredo Sahagún-Ruiz, Zhixiong He, Chuanshe Zhou, Zhiliang Tan
Identification of coenzyme-binding proteins with machine learning algorithms. Comput. Biol. Chem. 79 (2019)
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)
David Pérez-Rey, Raúl Alonso-Calvo, Sergio Paraiso-Medina, Cristian R. Munteanu, Miguel García-Remesal
SNOMED2HL7: A tool to normalize and bind SNOMED CT concepts to the HL7 Reference Information Model. Comput. Methods Programs Biomed. 149 (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)
Michael González-Durruthy, Luciane C. Alberici, Carlos Curti, Zeki Naal, David T. Atique-Sawazaki, José Manuel Vázquez-Naya, Humberto González Díaz, Cristian R. Munteanu
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. 57 (5) (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)
Janna Hastings, Nina Jeliazkova, Gareth Owen, Georgia Tsiliki, Cristian R. Munteanu, Christoph Steinbeck, Egon L. Willighagen
eNanoMapper: harnessing ontologies to enable data integration for nanomaterial risk assessment. J. Biomed. Semant. 6 (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)
Humberto González Díaz, Diana María Herrera-Ibatá, Aliuska Duardo-Sánchez, Cristian R. Munteanu, Ricardo Alfredo Orbegozo-Medina, Alejandro Pazos
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. 54 (3) (2014)
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
The first eNanoMapper prototype: A substance database to support safe-by-design. BIBM (2014)
Aliuska Duardo-Sánchez, Cristian R. Munteanu, Pablo Riera-Fernández, Antonio López-Díaz, Alejandro Pazos, Humberto González Díaz
Modeling Complex Metabolic Reactions, Ecological Systems, and Financial and Legal Networks with MIANN Models Based on Markov-Wiener Node Descriptors. J. Chem. Inf. Model. 54 (1) (2014)
Humberto González Díaz, Pablo Riera-Fernández, Alejandro Pazos, Cristian R. Munteanu
The Rücker-Markov invariants of complex Bio-Systems: Applications in Parasitology and Neuroinformatics. Biosyst. 111 (3) (2013)
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 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
Nanoinformatics: developing new computing applications for nanomedicine. Computing 94 (6) (2012)
Vanessa Aguiar-Pulido, José A. Seoane, Cristian R. Munteanu, Alejandro Pazos
SNP-Schizo: A Web Tool for Schizophrenia SNP Sequence Classification. IWANN (2) (2011)
Ling Guo, Daniel Rivero, Julian Dorado, Cristian R. Munteanu, Alejandro Pazos
Automatic feature extraction using genetic programming: An application to epileptic EEG classification. Expert Syst. Appl. 38 (8) (2011)
Marcos Martínez Romero, José Manuel Vázquez-Naya, Cristian R. Munteanu, Javier Pereira, Alejandro Pazos
An Approach for the Automatic Recommendation of Ontologies Using Collaborative Knowledge. KES (2) (2010)
Cristian R. Munteanu, Alexandre Magalhães
Prot-2S: a new python web tool for protein secondary structure studies. Int. J. Bioinform. Res. Appl. 5 (4) (2009)
Vanessa Aguiar-Pulido, José A. Seoane, Ana Freire, Cristian R. Munteanu
Data Mining in Complex Diseases Using Evolutionary Computation. IWANN (1) (2009)