About: Net-Net Auto Machine Learning (AutoML) Prediction of Complex Ecosystems

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scientific article published in Scientific Reports

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rdf:type	Item
description	artículu científicu (ast) wetenschappelijk artikel (nl) article publié dans la revue scientifique Scientific Reports (fr) наукова стаття, опублікована в серпні 2018 (uk) im August 2018 veröffentlichter wissenschaftlicher Artikel (de) scientific article published in Scientific Reports (en)
publication date	wds:Q58771042-7F9455C0-BB4D-448E-A188-F97FFA6F35C8
publication date	2018-08-17 00:00:00Z (xsd:dateTime)
language of work or name	wds:Q58771042-394EEE1E-24A8-4672-9883-86D29F827AC8
language of work or name	English
cites work	wds:Q58771042-0510557C-81EE-4611-A5C1-5B42EE9D72B8 wds:Q58771042-1C0CA95B-CC4C-4683-B44C-F144825CB330 wds:Q58771042-2413A8CF-2FB2-4BCB-918E-78DD17C5DE48 wds:Q58771042-2C667510-D174-4EC9-99CC-7708DB39EB58 wds:Q58771042-31FA426B-84ED-4122-975B-2A2E6FCD491B wds:Q58771042-36C03E62-67D6-46B1-A8A4-ACE483D8985D wds:Q58771042-390959A5-675C-40AA-AB4A-C1A5F8457617 wds:Q58771042-3F64E3F0-37D6-4372-993B-ECCAD9861E66 wds:Q58771042-3FA511E1-A988-4433-8FCF-740BD2400777 wds:Q58771042-420CCD13-10D5-41AF-A930-841A2529AE4E wds:Q58771042-4B4E4B0E-F68F-4EC9-9CC3-44A354FCB694 wds:Q58771042-4ED2D5E4-54E4-4C6B-99CD-38DC94252B9E wds:Q58771042-608EF930-5484-4B7C-BFD3-5C4EE7A22459 wds:Q58771042-6D98F129-A1D4-4CC0-B20F-F336A965F6C8 wds:Q58771042-6F93E93D-686F-4E62-A3F5-01CCDF951F75 wds:Q58771042-73AF876A-C120-4DE8-9FA6-13E3FF8FCC59 wds:Q58771042-765E4CD5-2F1B-4350-B222-C3FF33390705 wds:Q58771042-7E8B03B7-E3F8-438D-B4FB-6448915A08E2 wds:Q58771042-8046B1B1-2419-4549-AB55-B0344DD50E9D wds:Q58771042-8115A3AF-E15E-4774-A268-1CD5BB7F6C39 wds:Q58771042-81739A3D-DB7D-4180-82B9-D3E5361BB9F0 wds:Q58771042-8B36A358-7B9E-43D3-98B8-A9CAAF2C98F3 wds:Q58771042-8C311F7F-76F8-4F5E-BE48-F117317D20BA wds:Q58771042-90F0F863-9947-4CEB-B27E-E775196AB0D4 wds:Q58771042-95E22408-042E-43F0-A4FD-F8CFEBCC2623 wds:Q58771042-9C0FC357-3538-4BF9-AC85-03B8ACC75CB0 wds:Q58771042-A9195D99-D97B-4C91-ACEC-7AB30BA10754 wds:Q58771042-A9506428-5BE7-42E8-A59E-5938D8FA98C5 wds:Q58771042-AC95C288-D05E-4782-A26D-A2129C88DBDC wds:Q58771042-BA7F3E35-8607-4685-80D3-0CD6B8EFD679 wds:Q58771042-BC011C92-2EA5-4880-895A-95E958638369 wds:Q58771042-C3BCFB20-A9D2-4C1A-992E-8042A37126C0 wds:Q58771042-C707A56B-1B20-4020-B058-87AB30AC6B5F wds:Q58771042-C7BFF705-23ED-4FDD-AAF0-36EF7E6F8D6D wds:Q58771042-D4F94F9E-9ADA-4879-BFCE-02E9F5644811 wds:Q58771042-DE6A54DB-C4F7-438D-BF12-34CC1EBBBD4B wds:Q58771042-E9C7A510-2E78-405C-9387-F17A77E373CF wds:Q58771042-EB691CA9-3DA9-4DB1-AC89-7E562579F2E6 wds:Q58771042-FD8E3D8E-0E24-4A84-8878-3EC5003536B7 wds:Q58771042-FE225613-298B-4005-AED3-741CBDD20325
cites work	A Mathematical Theory of Communication Exploring complex networks Network medicine: a network-based approach to human disease Interactome networks and human disease Network biology: understanding the cell's functional organization Parallel ecological networks in ecosystems Structure and dynamics of molecular networks: a novel paradigm of drug discovery: a comprehensive review On entropy-based molecular descriptors: statistical analysis of real and synthetic chemical structures Quantitative methods for ecological network analysis. Large-scale functional organization of long-range chromatin interaction networks Rigidity and flexibility of biological networks. Topological signatures of species interactions in metabolic networks ANN multiplexing model of drugs effect on macrophages; theoretical and flow cytometry study on the cytotoxicity of the anti-microbial drug G1 in spleen. ANN-QSAR model for selection of anticancer leads from structurally heterogeneous series of compounds. MIANN models in medicinal, physical and organic chemistry Shannon's, mutual, conditional and joint entropy information indices: generalization of global indices defined from local vertex invariants From QSAR models of drugs to complex networks: state-of-art review and introduction of new Markov-spectral moments indices Prediction of thermal conductivity detection response factors using an artificial neural network. Information indices with high discriminative power for graphs Information content in organic molecules: aggregation states and solvent effects 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. Information content in organic molecules: reaction pathway analysis via Brownian processing. Base information content in organic formulas Information and organic molecules: structure considerations via integer statistics Information content in organic molecules: Brownian processing at low levels Naïve Bayes QSDR classification based on spiral-graph Shannon entropies for protein biomarkers in human colon cancer. Information content in organic molecules: quantification and statistical structure via Brownian processing Multi-target spectral moment QSAR versus ANN for antiparasitic drugs against different parasite species. QSAR and complex networks in pharmaceutical design, microbiology, parasitology, toxicology, cancer, and neurosciences Unified QSAR & network-based computational chemistry approach to antimicrobials. II. Multiple distance and triadic census analysis of antiparasitic drugs complex networks. Modeling complex metabolic reactions, ecological systems, and financial and legal networks with MIANN models based on Markov-Wiener node descriptors. New Markov-autocorrelation indices for re-evaluation of links in chemical and biological complex networks used in metabolomics, parasitology, neurosciences, and epidemiology. On the information expressed in enzyme structure: more lessons from ribonuclease A. Information properties of naturally-occurring proteins: Fourier analysis and complexity phase plots On the information expressed in enzyme primary structure: lessons from Ribonuclease A. Experimental investigation of information processing under irreversible Brownian conditions: work/time analysis of paper chromatograms. The Rücker-Markov invariants of complex Bio-Systems: applications in Parasitology and Neuroinformatics. Information and classical thermodynamic transformations. Definition of Markov-Harary Invariants and Review of Classic Topological Indices and Databases in Biology, Parasitology, Technology,and Social-Legal Networks Continuous symmetry numbers and entropy
author name string	wds:Q58771042-5074A7F7-7C4A-4AE3-8358-16947BA62597 wds:Q58771042-A66CB254-9AF1-4658-AC21-CDFAF2B73F8A wds:Q58771042-C5B5AC96-00BB-4F04-B751-D5EA306BB35A wds:Q58771042-D2E7336C-0BB7-46EB-B64A-1D2056AEC982
author name string	Alejandro Pazos Maykel Cruz-Monteagudo Cristian R Munteanu Enrique Barreiro
rdfs:label	Net-Net Auto Machine Learning (AutoML) Prediction of Complex Ecosystems (en)

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