info presentación miembros líneas investigación publicaciones investigación tesis docencia

Cristian Robert
Munteanu

Teléfono: +34 981 16 70 00
Ext: 1302
Fax: +34 981 16 71 60
Dirección: Facultad de Informática, Campus de Elviña s/n 15.071 A Coruña, Spain
Despacho: 2.2
Web: https://sites.google.com/site/muntisa/
Email: muntisa@gmail.com


[Articulos Revista] [Artículos Congreso] [Libros] [Capitulos Libro] [Reports]
[Patentes] [Proyectos Investigación] [Convenios y Contratos] [Todo] [Resumen]


Articulos Revista [54   items]

Fecha Articulo Revista
10-2021 Prediction of Anti-Glioblastoma Drug-Decorated Nanoparticle Delivery Systems Using Molecular Descriptors and Machine Learning International Journal of Molecular Sciences
7-2020 Prediction of Antimalarial Drug-Decorated Nanoparticle Delivery Systems with Random Forest Models Biology
2-2020 Net-Net AutoML Selection of Artificial Neural Network Topology for Brain Connectome Prediction Applied Sciences
9-2019 Improvement of Epitope Prediction Using Peptide Sequence Descriptors and Machine Learning International Journal of Molecular Science
4-2017 Experimental study and Random Forest prediction model of microbiome cell surface hydrophobicity Expert Systems with Applications
12-2016 A methodology for the design of experiments in computational intelligence with multiple regression models PeerJ
11-2015 A hybrid Evolutionary System for automated Artificial Neural Networks generation and simplification in biomedical applications Current Bioinformatics
9-2015 RRegrs: An R package for Computer-aided Model Selection with Multiple Regression Models Journal of Cheminformatics
8-2015 Prediction of Nucleotide Binding Peptides using Star Graph Topological Indices Molecular Informatics
7-2015 Classification of signaling proteins based on molecular star graph descriptors using machine-learning models Journal of Theoretical Biology
4-2015 Solvent Accessible Surface Area-Based Hot-Spot Detection Methods for Protein–Protein and Protein–Nucleic Acid Interfaces Journal of Chemical Information and Modeling
3-2015 Classification of mild cognitive impairment and Alzheimer's disease with machine-learning techniques using 1H Magnetic Resonance Spectroscopy data Expert Systems with Applications
5-2014 Markov Mean Properties for Cell Death-Related Protein Classification Journal of Theoretical Biology
5-2014 Graph-based Processing of Macromolecular Information Current Bioinformatics
3-2014 LECTINPred: web Server that Uses Complex Networks of Protein Structure for Prediction of Lectins with Potential Use as Cancer Biomarkers or in Parasite Vaccine Design Molecular Informatics
2-2014 ANN Multiscale Model of anti-HIV drugs activity vs. AIDS Prevalence in US at county level based on Information indices of Molecular Graphs and Social Networks. Journal of Chemical Information and Modeling
1-2014 Improving Enzyme Regulatory Protein Classification by means of SVM-RFE Feature Selection Molecular BioSystems
1-2014 Modeling Complex Metabolic Reactions, Ecological Systems, and Financial and Legal Networks with MIANN models based on Markov-Wiener node descriptors. Journal of Chemical Information and Modeling
12-2013 Soft Computing. Content Based Retrieval and Reconstruction in Medical Imaging Current Medical Imaging Reviews
7-2013 Kernel-based Feature Selection Techniques for Transport Proteins Based on Star Graph Topological Indices Current Topics in Medicinal Chemistry
6-2013 Regulatory affairs issues and legal ontologies in drug development Frontiers in Bioscience (Elite edition)
5-2013 Evolutionary Computation and QSAR Research Current Computer-Aided Drug Design
5-2013 The He-, Ne-, and Ar-Phosgene Intermolecular Potential Energy Surfaces J. Phys. Chem. A
4-2013 Applied Computational Techniques on Schizophrenia using genetic mutations Current Topics in Medicinal Chemistry
3-2013 The Rucker-Markov Invariants of Complex Bio-Systems: Applications in Parasitology and Neuroinformatics BioSystems
3-2013 MIANN Models in Medicinal, Physical and Organic Chemistry Current Topics in Medicinal Chemistry
3-2013 Artificial Intelligence Techniques in Medicinal Chemistry Current Topics in Medicinal Chemistry
2-2013 Biomedical Data Integration in Computational Drug Design and Bioinformatics Current Computer-Aided Drug Design
1-2013 Random Forest Classification based on Star Graph Topological Indices for Antioxidant Proteins Journal of Theoretical Biology
1-2013 S2SNet: A Tool for Transforming Characters and Numeric Sequences into Star Network Topological Indices in Chemoinformatics, Bioinformatics, Biomedical, and Social-Legal sciences Current Bioinformatics
1-2013 Markov-Randic indices for QSPR Re-evaluation of Metabolic, Parasite-Host, Fasciolosis Spreading, Brain Cortex and Legal-Social Complex Networks Current Bioinformatics
8-2012 Automatic Seizure Detection Based on Star Graph Topological Indices Journal of Neuroscience Methods
5-2012 Naive Bayes QSDR classification based on spiral-graph Shannon entropies for protein biomarkers in human colon cancer Molecular Biosystems
1-2012 LIBP-Pred: Web Server for Lipid Binding Proteins using Structural Network Parameters; PDB Mining of Human Cancer Biomarkers and Drug Targets in Parasites and Bacteria Molecular BioSystems
2012 Nanoinformatics: developing new computing applications for nanomedicine Computing
6-2011 Convergence of Bioinformatics with Nanotechnology and Artificial Intelligence Technologies Current Bioinformatics
5-2011 The ability of MEAs containing cultured neuroglial networks to process information Current Bioinformatics
3-2011 MISS-Prot: web server for self/non-self descrimination of protein residue networks in parasites; theory and experiments in Fasciola peptides and Anisakis allergens Molecular BioSystems
1-2011 Automatic feature extraction using genetic programming: An application to epileptic EGG classification Expert Systems with Applications
2011 Amino Acid Pair- and Triplet-wise Groupings in the Interior of Alpha-Helical Segments in Proteins Journal of Theoretical Biology
2011 Definition of Markov-Harary Invariants and Review of Classic Topological Indices and Databases in Biology, Parasitology, Technology, and Social-Legal Networks Current Bioinformatics
2011 MIND-BEST: web server for drugs & target discovery; design, synthesis, and assay of MAO-B inhibitors and theoretic-experimental study of G3PD protein from Trichomona gallineae Journal of Proteome Research
9-2010 An Approach for the Automatic Recommendation of Ontologies Using Collaborative Knowledge Knowledge-Based Intelligent Information and Engineering Systems
8-2010 Ontologies of Drug Discovery and Design for Neurology, Cardiology and Oncology Current Pharmaceutical Design
8-2010 Drug Discovery and Design for Complex Diseases through QSAR Computational Methods Current Pharmaceutical Design
7-2010 Machine Learning Techniques for Single Nucleotide Polymorphism - Disease Classification Models in Schizophrenia Molecules
2010 Plasmod-PPI: a web-server predicting complex biopolymer targets in Plasmodium with entropy measures of protein-protein interactions Polymer
2010 Trypano-PPI: A Web Server for Prediction of Unique Targets in Trypanosome Proteome by using Electrostatic Parameters of Protein-Protein Interactions Journal of Proteome Research
2010 Artificial Intelligence Techniques for Colorectal Cancer Drug Metabolism: Ontologies and Complex Networks Current Drug Metabolism
12-2009 3D Entropy and Moments Prediction of Enzyme Classes and Experimental - Theoretic Study of Peptide Fingerprints in Leishmania Parasites Biochimica et Biophysica Acta Proteins and Proteomics
6-2009 Data mining in complex diseases using Evolutionary Computation Bio-Inspired Systems: Computational and Ambient Intelligence (LNCS 5517)
2009 Complex Network Spectral Moments for ATCUN Motif DNA Cleavage: First Predictive Study on Proteins of Human Pathogen Parasites Journal of Proteome Research
2009 Generalized Lattice Graphs for 2D-Visualization of Biological Information Journal of Theoretical Biology
2009 Star Graphs of Protein Sequences and Proteome Mass Spectra in Cancer Prediction Current Proteomics

Articulos Congreso [11   items]

Fecha Articulo Congreso
9-2018 Obteniendo información útil para la mejora de una asignatura a partir de los exámenes de respuesta múltiple III Jornadas de Innovación Docente
7-2018 Mejora continua de la calidad de la docencia a partir del análisis de los resultados de evaluación XXIV Jornadas sobre la Enseñanza Universitaria de la Informática (JENUI 2018)
6-2018 Evaluation as a continuous improvement process in the learning of programming languages Conference on European Transnational educational - ICEUTE 2018
4-2014 Prediction of EC50 values for fullerenes using Markov Mean Properties and assay conditions 7th NanoTox
6-2011 SNP-Schizo: A Web Tool for Schizophrenia SNP Sequence Classification International Work-Conference on Artificial Neural Networks (IWANN)
2-2011 NL-MIND-BEST: A web Server For Ligands & Proteins Discovery; Theoretic-Experimental Study Of Proteins Of Giardia Lamblia New Trends in Proteomics, 4th Congress of the Spanish Proteomics Society
10-2010 New Markov-Randic Centralities for Computational Methods of Biology, Parasitology, Technology, Social and Law Networks International Conference of Computational Methods in Sciences and Engineering (ICCMSE)
8-2010 Automatic Epileptic EEG Detection Using Wavelet Transform and Probabilistic Neural Network 2010 International Colloquium on Computin, Communication, Control and management (CCCM 2010)
6-2010 Ibero-American Network of Converging Technologies in Health Launching the "Nanofutures" European Iniciative
9-2009 (Nano-Bio-Info-Cogno) in Health: The Ibero-NBIC Network Trends in Nanotechnology - TNT 2009
6-2009 Data mining in complex diseases using Evolutionary Computation International Work-Conference on Artificial Neural Networks (IWANN2009)

Libros [3   items]

Fecha Libro Editorial
6-2010 Alignment-free models in Plant Genomics: Theoretical, Experimental, and Legal issues Nova Science Publishers Inc.
1-2010 Nuevas Fronteras Tecnológicas. Redes NANOROADMAO e IBERO-NBIC Ciencia y Tecnología para el Desarrollo CYTED
2010 Topological Indices for Medicinal Chemistry, Biology, Parasitology, Neurological and Social Networks Transworld Research Network

Capitulos Libro [12   items]

Fecha Capitulo Libro Libro
2019 Obtendo información útil para a mellora dunha materia a partir dos resultados dos exames de resposta múltiple Contextos universitarios transformadores: construíndo espazos de aprendizaxe. III Xornadas de Innovación Docente.
12-2017 Machine Learning in Biomedical Informatics Reference Module in Biomedical Sciences
12-2012 QSAR, Complex Networks, Principal Components and Partial Order Analysis of Drug Cardiotoxicity with Proteome Mass-Spectra Topological Indices Recent Trends on QSAR in the Pharmaceutical Perceptions
7-2011 Genetic Algorithm and Iterative Rule Learning for association rule mining Advances in biomedical informatics: Combiomed. Loza, Lopez, Martín and Pazos ed.
2011 Markov entropy for biology, parasitology, linguistic, technology, social and law networks Complex Network Entropy: From Molecules to Biology, Parasitology, Technology, Social, Legal, and Neurosciences
2011 Markov Entropy Centrality: Chemical, Biological, Crime and Legislative Networks Information theory of Complex Networks: Statistical Methods and Applications
4-2010 Improving Ontology Aligment through Genetic Algotithms Soft Computiong Methods for Practical Enviroment Solutions: Techniques and Studies
1-2010 Prediccion del Cancer colorrectal y de mama con grafos Nuevas Fronteras Tecnológicas.Redes NANOROADMAP e IBERO-NBIC
2010 Protein Graphs in Cancer Prediction An Omics Perspective on Cancer Research
2010 Alignment-free models in Plant Genomics: Theoretical, Experimental, and Legal issues Advances in Genetics Research
2010 Directed Network Topological Indices for van der Waals complexes based on Coupled Cluster Interaction Energies Topological Indices for Medicinal Chemistry, Biology, Parasitology, and Social Networks
2010 QSPR models for cerebral cortex co-activation networks Topological Indices for Medicinal Chemistry, Biology, Parasitology, and Social Networks

Documentos Cientifico-Tecnicos restringidos (Reports) [0   items]

No hay publicaciones de este tipo



Proyectos de Investigacion Financiados [8   items]

Fecha Titulo
10-2014 Consolidacion y estructuración de unidades de investigación competitivas del Sistema universitario de Galicia.Grupo RNASA-IMEDIR
9-2013 Proyecto Colaborativo en Informática Médica (CIMED). Innovación científico/técnica para la mejora de la asistencia y gestión de pacientes con seguimiento prolongado.
-2013 Plataforma HPC-PLUS para aplicaciones biomédicas
1-2012 Axudas para a consolidación e estructuración de unidades de investigación competitivas do Sistema Universitario de Galicia, na modalidade de Agrupación estratéxica
9-2011 Consolidacion y estructuración de unidades de investigación competitivas del Sistema universitario de Galicia.Grupo RNASA-IMEDIR
12-2010 Desenvolvemento de novas tecnicas de analise de imaxes de xeles 2D para investigacion biomedica
1-2009 Complejos de Van der Walls: Evaluacion precisa de propiedades de interaccion
1-2009 Red Iberoamericana de Tecnologías Convergentes NBIC en Salud (IBERO-NBIC)


Convenios y Contratos [4   items]

Fecha Titulo
-2016 Waterwatch
7-2015 Desarrollo de herramientas de software y la ejecución de estudios IN SILICO en el ámbito de la quimioteca de INNO-PHARMA
1-2011 Creación de un sistema inteligente de prevención de riesgos de salud a partir de historiales clínicos electrónicos distribuidos
1-2010 PROXECTO G-TIC: Gestión de las Tecnologías de la Información y las Comunicaciones en personas con diversidad funcional para la accesibilidad, usabilidad y e-inclusión en la Sociedad de la Información


Patentes [2   items]

Fecha Titulo
04-2012 MOLECULAR BLOCK-MATCHING METHOD FOR GEL IMAGE ANALYSIS
03-2011 DistiClustPG: Sistema Distribuido de Programación Genética con Técnicas Coevolutivas


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