Cristian Robert Munteanu

Publications

• 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. PMID: 24521170
• Modeling Complex Metabolic Reactions, Ecological Systems, and Financial and Legal Networks with MIANN models based on Markov-Wiener node descriptors. DOI: 10.1021/ci400280n
• Applied computational techniques on schizophrenia using genetic mutations DOI: 10.2174/1568026611313050010
• Artificial intelligence techniques in medicinal chemistry DOI: 10.2174/1568026611313050001
• Biomedical data integration in computational drug design and bioinformatics
• Evolutionary computation and QSAR research DOI: 10.2174/1573409911309020006
• He-, Ne-, and Ar-phosgene intermolecular potential energy surfaces DOI: 10.1021/jp3110024
• Kernel-based feature selection techniques for transport proteins based on star graph topological indices. DOI: 10.2174/15680266113139990119
• Markov-Randić indices for QSPR re-evaluation of metabolic, parasite-host, fasciolosis spreading, brain cortex and legal-social complex networks DOI: 10.2174/1574893611308040003
• MIANN models in medicinal, Physical and Organic Chemistry DOI: 10.2174/1568026611313050006
• Regulatory affairs issues and legal ontologies in drug development
• S2SNET: A tool for transforming characters and numeric sequences into star network topological indices in chemoinformatics, bioinformatics, biomedical, and social-legal sciences DOI: 10.2174/1574893611308040005
• The Rücker-Markov invariants of complex Bio-Systems: Applications in Parasitology and Neuroinformatics DOI: 10.1016/j.biosystems.2013.02.006
• Automatic seizure detection based on star graph topological indices DOI: 10.1016/j.jneumeth.2012.07.004
• From QSAR models of drugs to complex networks: State-of-art review and introduction of new markov-spectral moments indices DOI: 10.2174/156802612800166819
• 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 DOI: 10.1039/c2mb05432a
• Nanoinformatics: Developing new computing applications for nanomedicine DOI: 10.1007/s00607-012-0191-2
• Naïve Bayes QSDR classification based on spiral-graph Shannon entropies for protein biomarkers in human colon cancer DOI: 10.1039/c2mb25039j
• New Markov-Shannon Entropy models to assess connectivity quality in complex networks: From molecular to cellular pathway, Parasite-Host, Neural, Industry, and Legal-Social networks DOI: 10.1016/j.jtbi.2011.10.016
• QSAR, complex networks, principal components and partial order analysis of drug cardiotoxicity with proteome mass-spectra topological indices DOI: 10.2174/978160805379711201010003
• Editorial [Hot Topic: Convergence of Bioinformatics with Nanotechnology and Artificial Intelligence Technologies (Guest Editor: Cristian Robert Munteanu)] DOI: 10.2174/1574893611106020144
• Amino acid pair- and triplet-wise groupings in the interior of α-helical segments in proteins DOI: 10.1016/j.jtbi.2010.11.028
• Amino acid pair- and triplet-wise groupings in the interior of α-helical segments in proteins DOI: 10.1016/j.jtbi.2010.11.028
• Automatic feature extraction using genetic programming: An application to epileptic EEG classification DOI: 10.1016/j.eswa.2011.02.118
• Convergence of bioinformatics with nanotechnology and artificial intelligence technologies
• Definition of markov-harary invariants and review of classic topological indices and databases in biology, parasitology, technology, and social-legal networks
• From chemical graphs in computer-aided drug design to general Markov-Galvez indices of drug-target, proteome, drug-parasitic disease, technological, and social-legal networks
• MIND-BEST: Web server for drugs and target discovery; Design, synthesis, and assay of MAO-B inhibitors and theoretical-experimental study of G3PDH protein from trichomonas gallinae DOI: 10.1021/pr101009e
• MISS-Prot: Web server for self/non-self discrimination of protein residue networks in parasites; Theory and experiments in Fasciola peptides and Anisakis allergens DOI: 10.1039/c1mb05069a
• NL MIND-BEST: A web server for ligands and proteins discovery-Theoretic-experimental study of proteins of Giardia lamblia and new compounds active against Plasmodium falciparum DOI: 10.1016/j.jtbi.2011.01.010
• SNP-schizo: A web tool for schizophrenia SNP sequence classification DOI: 10.1007/978-3-642-21498-1_32
• The ability of MEAs containing cultured neuroglial networks to process information
• An approach for the automatic recommendation of ontologies using collaborative knowledge DOI: 10.1007/978-3-642-15390-7_8
• Artificial intelligence techniques for colorectal cancer drug metabolism: Ontologies and complex networks DOI: 10.2174/138920010791514289
• Drug discovery and design for complex diseases through QSAR computational methods DOI: 10.2174/138161210792389252
• Machine learning techniques for single nucleotide polymorphism - disease classification models in schizophrenia DOI: 10.3390/molecules15074875
• Ontologies of drug discovery and design for Neurology, Cardiology and Oncology DOI: 10.2174/138161210792389199
• Plasmod-PPI: A web-server predicting complex biopolymer targets in plasmodium with entropy measures of protein-protein interactions DOI: 10.1016/j.polymer.2009.11.029
• Trypano-PPI: A web server for prediction of unique targets in trypanosome proteome by using electrostatic parameters of protein-protein interactions DOI: 10.1021/pr900827b
• 3D entropy and moments prediction of enzyme classes and experimental-theoretic study of peptide fingerprints in Leishmania parasites DOI: 10.1016/j.bbapap.2009.08.020
• Alignment-free prediction of mycobacterial DNA promoters based on pseudo-folding lattice network or star-graph topological indices DOI: 10.1016/j.jtbi.2008.09.035
• Complex network spectral moments for ATCUN motif DNA cleavage: First predictive study on proteins of human pathogen parasites DOI: 10.1021/pr900556g
• Data mining in complex diseases using evolutionary computation DOI: 10.1007/978-3-642-02478-8_115
• Generalized lattice graphs for 2D-visualization of biological information DOI: 10.1016/j.jtbi.2009.07.029
• Multi-target QPDR classification model for human breast and colon cancer-related proteins using star graph topological indices DOI: 10.1016/j.jtbi.2008.11.017
• Prot-2S: A new python web tool for protein secondary structure studies DOI: 10.1504/IJBRA.2009.027513
• QSAR and complex network study of the chiral HMGR inhibitor structural diversity DOI: 10.1016/j.bmc.2008.11.007
• Star graphs of protein sequences and proteome mass spectra in cancer prediction DOI: 10.2174/157016409789973752
• Enzymes/non-enzymes classification model complexity based on composition, sequence, 3D and topological indices DOI: 10.1016/j.jtbi.2008.06.003
• Natural/random protein classification models based on star network topological indices DOI: 10.1016/j.jtbi.2008.07.018
• Quantitative Proteome-Property Relationships (QPPRs). Part 1: Finding biomarkers of organic drugs with mean Markov connectivity indices of spiral networks of blood mass spectra DOI: 10.1016/j.bmc.2008.10.004
• Stochastic molecular descriptors for polymers. 4. Study of complex mixtures with topological indices of mass spectra spiral and star networks: The blood proteome case DOI: 10.1016/j.polymer.2008.09.070
• Accurate intermolecular ground-state potential-energy surfaces of the HCCH-He, Ne, and Ar van der Waals complexes DOI: 10.1063/1.1947189
• Accurate intermolecular ground state potential of the Ar-N[sub 2] van der Waals complex
• Accurate intermolecular ground state potential of the Ne-N2 van der Waals complex DOI: 10.1063/1.1695330
• The chlorobenzene-argon ground state intermolecular potential energy surface DOI: 10.1063/1.1764495
• Accurate intermolecular ground-state potential-energy surfaces of the HCCH–He, Ne, and Ar van der Waals complexes DOI: 10.1063/1.1947189
• Random Forest classification based on star graph topological indices for antioxidant proteins DOI: 10.1016/j.jtbi.2012.10.006