Data Integration in the Life Sciences 13th International Conference, DILS 2018, Hannover, Germany, November 20-21, 2018, Proceedings
tarafından
Auer, Sören. editor.
Başlık
:
Data Integration in the Life Sciences 13th International Conference, DILS 2018, Hannover, Germany, November 20-21, 2018, Proceedings
Yazar
:
Auer, Sören. editor.
ISBN
:
9783030060169
Edisyon
:
1st ed. 2019.
Fiziksel Niteleme
:
XI, 218 p. 81 illus., 62 illus. in color. online resource.
Seri
:
Lecture Notes in Bioinformatics ; 11371
İçindekiler
:
Big Biomedical Data Integration and Management -- Do Scaling Algorithms Preserve Word2Vec Semantics? A Case Study for Medical Entities -- Combining semantic and lexical measures to evaluate medical terms similarity -- Construction and Visualization of Dynamic Biological Networks: Benchmarking the Neo4J Graph Database -- A Knowledge-driven Pipeline from Transforming Big Data into Actionable Knowledge -- Leaving no stone unturned: Using machine learning based approaches for information extraction from full texts of a research data warehouse -- Data Exploration in the Life Sciences -- Towards research infrastructures that curate scientific information: A use case in life sciences -- Interactive Visualization for large-scale multi-factorial Research Designs -- FedSDM: Semantic Data Manager for Federations of RDF Datasets -- Data Integration for Supporting Biomedical Knowledge Graph Creation at Large-Scale -- DISBi: A flexible framework for integrating systems biology data -- Biomedical Data Analytics -- Using Machine Learning to Distinguish Infected from Non-Infected Subjects at an Early Stage Based on Viral Inoculation -- Automated Coding of Medical Diagnostics from Free-Text: the Role of Parameters Optimization and Imbalanced Classes -- A learning-based approach to combine medical annotation results -- Knowledge Graph Completion to Predict Polypharmacy Side Effects -- Big Biomedical Applications -- Lung Cancer Concept Annotation from Spanish Clinical Narratives -- Linked Data based Multi-Omics Integration and Visualization for Cancer Decision Networks -- The Hannover Medical School Enterprise Clinical Research Data Warehouse: 5 years of experience -- User-Driven Development of a Novel Molecular Tumor Board Support Tool -- Using Semantic Programming for developing a Web Content Management System for semantic Phenotype Data -- Converting Alzheimer's disease map into a heavyweight ontology: a formal network to integrate data.
Özet
:
This book constitutes revised selected papers from the 13th International Conference on Data Integration in the Life Sciences, DILS 2018, held in Hannover, Germany, in November 2018. The 5 full, 8 short, 3 poster and 4 demo papers presented in this volume were carefully reviewed and selected from 22 submissions. The papers are organized in topical sections named: big biomedical data integration and management; data exploration in the life sciences; biomedical data analytics; and big biomedical applications.
Konu Başlığı
:
Database management.
Application software.
Artificial intelligence.
Mathematical logic.
Bioinformatics.
Database Management. https://scigraph.springernature.com/ontologies/product-market-codes/I18024
Information Systems Applications (incl. Internet). https://scigraph.springernature.com/ontologies/product-market-codes/I18040
Artificial Intelligence. https://scigraph.springernature.com/ontologies/product-market-codes/I21000
Mathematical Logic and Formal Languages. https://scigraph.springernature.com/ontologies/product-market-codes/I16048
Computational Biology/Bioinformatics. https://scigraph.springernature.com/ontologies/product-market-codes/I23050
Yazar Ek Girişi
:
Auer, Sören.
Vidal, Maria-Esther.
Ek Kurum Yazar
:
SpringerLink (Online service)
Elektronik Erişim
:
Materyal Türü | Barkod | Yer Numarası | Durumu/İade Tarihi |
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Electronic Book | 428568-1001 | QA76.9 .D3 | Springer E-Book Collection |