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]

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[Reports]

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[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

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