Data Integration in the Life Sciences 13th International Conference, DILS 2018, Hannover, Germany, November 20-21, 2018, Proceedings /

• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Άλλοι συγγραφείς: Auer, Sören (Επιμελητής έκδοσης, http://id.loc.gov/vocabulary/relators/edt), Vidal, Maria-Esther (Επιμελητής έκδοσης, http://id.loc.gov/vocabulary/relators/edt)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2019.
• Έκδοση: 1st ed. 2019.
• Σειρά: Lecture Notes in Bioinformatics ; 11371
• Θέματα: Database management.; Application software.; Artificial intelligence.; Mathematical logic.; Bioinformatics.; Database Management.; Information Systems Applications (incl. Internet).; Artificial Intelligence.; Mathematical Logic and Formal Languages.; Computational Biology/Bioinformatics.

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...

Πίνακας περιεχομένων:

• 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.