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" Data integration in the life sciences : "
Sören Auer, Maria-Esther Vidal (eds.).
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BL
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| Record Number
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860738
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| Main Entry
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DILS (Conference)(13th :2018 :, Hannover, Germany)
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| Title & Author
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Data integration in the life sciences : : 13th International Conference, DILS 2018, Hannover, Germany, November 20-21, 2018, Proceedings /\ Sören Auer, Maria-Esther Vidal (eds.).
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| Publication Statement
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Cham, Switzerland :: Springer,, 2019.
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| Series Statement
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Lecture Notes in Bioinformatics
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Lecture notes in computer science ;; 11371
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LNCS sublibrary. SL 8, Bioinformatics
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| Page. NO
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1 online resource (xi, 218 pages) :: illustrations (some color).
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| ISBN
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3030060160
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: 9783030060169
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9783030060152
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| Notes
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Includes author index.
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International conference proceedings.
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| Contents
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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.
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| Abstract
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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.
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Bioinformatics, Congresses.
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Data integration (Computer science), Congresses.
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Medical informatics, Congresses.
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Bioinformatics.
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Data integration (Computer science)
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Medical informatics.
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| Dewey Classification
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005.74
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| LC Classification
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QA76.9.D338
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| Added Entry
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Auer, Sören,1975-
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Vidal, María Esther
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| Parallel Title
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DILS 2018
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