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

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Front Matter ....Pages I-XI
Front Matter ....Pages 1-1
Do Scaling Algorithms Preserve Word2Vec Semantics? A Case Study for Medical Entities (Janus Wawrzinek, José María González Pinto, Philipp Markiewka, Wolf-Tilo Balke)....Pages 3-16
Combining Semantic and Lexical Measures to Evaluate Medical Terms Similarity (Silvio Domingos Cardoso, Marcos Da Silveira, Ying-Chi Lin, Victor Christen, Erhard Rahm, Chantal Reynaud-Delaître et al.)....Pages 17-32
Construction and Visualization of Dynamic Biological Networks: Benchmarking the Neo4J Graph Database (Lena Wiese, Chimi Wangmo, Lukas Steuernagel, Armin O. Schmitt, Mehmet Gültas)....Pages 33-43
A Knowledge-Driven Pipeline for Transforming Big Data into Actionable Knowledge (Maria-Esther Vidal, Kemele M. Endris, Samaneh Jozashoori, Guillermo Palma)....Pages 44-49
Leaving No Stone Unturned: Using Machine Learning Based Approaches for Information Extraction from Full Texts of a Research Data Warehouse (Johanna Fiebeck, Hans Laser, Hinrich B. Winther, Svetlana Gerbel)....Pages 50-58
Front Matter ....Pages 59-59
Towards Research Infrastructures that Curate Scientific Information: A Use Case in Life Sciences (Markus Stocker, Manuel Prinz, Fatemeh Rostami, Tibor Kempf)....Pages 61-74
Interactive Visualization for Large-Scale Multi-factorial Research Designs (Andreas Friedrich, Luis de la Garza, Oliver Kohlbacher, Sven Nahnsen)....Pages 75-84
FedSDM: Semantic Data Manager for Federations of RDF Datasets (Kemele M. Endris, Maria-Esther Vidal, Sören Auer)....Pages 85-90
Poster Paper Data Integration for Supporting Biomedical Knowledge Graph Creation at Large-Scale (Samaneh Jozashoori, Tatiana Novikova, Maria-Esther Vidal)....Pages 91-96
DISBi: A Flexible Framework for Integrating Systems Biology Data (Rüdiger Busche, Henning Dannheim, Dietmar Schomburg)....Pages 97-102
Front Matter ....Pages 103-103
Using Machine Learning to Distinguish Infected from Non-infected Subjects at an Early Stage Based on Viral Inoculation (Ghanshyam Verma, Alokkumar Jha, Dietrich Rebholz-Schuhmann, Michael G. Madden)....Pages 105-121
Automated Coding of Medical Diagnostics from Free-Text: The Role of Parameters Optimization and Imbalanced Classes (Luiz Virginio, Julio Cesar dos Reis)....Pages 122-134
A Learning-Based Approach to Combine Medical Annotation Results (Victor Christen, Ying-Chi Lin, Anika Groß, Silvio Domingos Cardoso, Cédric Pruski, Marcos Da Silveira et al.)....Pages 135-143
Knowledge Graph Completion to Predict Polypharmacy Side Effects (Brandon Malone, Alberto García-Durán, Mathias Niepert)....Pages 144-149
Front Matter ....Pages 151-151
Lung Cancer Concept Annotation from Spanish Clinical Narratives (Marjan Najafabadipour, Juan Manuel Tuñas, Alejandro Rodríguez-González, Ernestina Menasalvas)....Pages 153-163
Linked Data Based Multi-omics Integration and Visualization for Cancer Decision Networks (Alokkumar Jha, Yasar Khan, Qaiser Mehmood, Dietrich Rebholz-Schuhmann, Ratnesh Sahay)....Pages 164-181
The Hannover Medical School Enterprise Clinical Research Data Warehouse: 5 Years of Experience (Svetlana Gerbel, Hans Laser, Norman Schönfeld, Tobias Rassmann)....Pages 182-194
User-Driven Development of a Novel Molecular Tumor Board Support Tool (Marc Halfmann, Holger Stenzhorn, Peter Gerjets, Oliver Kohlbacher, Uwe Oestermeier)....Pages 195-199
Using Semantic Programming for Developing a Web Content Management System for Semantic Phenotype Data (Lars Vogt, Roman Baum, Christian Köhler, Sandra Meid, Björn Quast, Peter Grobe)....Pages 200-206
Converting Alzheimer’s Disease Map into a Heavyweight Ontology: A Formal Network to Integrate Data (Vincent Henry, Ivan Moszer, Olivier Dameron, Marie-Claude Potier, Martin Hofmann-Apitius, Olivier Colliot)....Pages 207-215
Back Matter ....Pages 217-218