Workshop Schedule


Accepted papers will be chosen for oral presentation and demos. In addition to presentations and demos for accepted work, we also plan to invite a leading researcher in Biomedical for a keynote speech. The tentative schedule of the workshop is as follow:


  • 9:00 - 9:10 Opening


  • 09:10 - 9:50 Keynote by Dr. D. Rebholz-Schuhmann

Semantics driven big data analytics

The Insight Centre for Data Analytics is focused to the use of semantic technologies for big data analytics. Solutions cover the integration of heterogeneous data sources based on semantic Web standards (e.g., TCGA, Cosmic, others), the development of smart technologies (e.g., stream processing), graph and literature analytics, and open data initiatives. Application domains are biomedical solutions in cancer genomics and personal sensing (but also smart cities, smart enterprises), and targeted projects together with industrial partners exploiting semantic Web technologies in general. The presentation will give an overview on ongoing research in the life science domain and gives a prospect on biomedical solutions in the cloud and the ways to establish large-scale platforms for researchers.

Biography:

Dr. D. Rebholz-Schuhmann is a medical doctor and a computer scientist. Currently, he is established chair for data analytics at the National University of Ireland, Galway, and the director of the Insight Center for Data Analytics in Galway. His research is positioned in semantic technologies in the biomedical domain. In his previous research he has established large-scale on-the-fly biomedical text mining solutions and has contributed to the semantic normalisation in the biomedical domain


  • 9:50 - 10:30 Session I - Biomedical data discovery and querying

An Approach for Discovering and Exploring Semantic Relationships between Genes. (Nicoletta Dessì, Matteo Pani, Barbara Pes and Diego Reforgiato)

Federated Query Formulation and Processing through BioFed. (Ali Hasnain, Syeda Sana E Zainab, Dure Zehra, Qaiser Mehmood, Muhammad Saleem and Dietrich Rebholz-Schuhmann)


  • until 10:30 Wrap Up & Discussion


  • 10:30-11:00 Coffee Break


  • 11:00 - 12:30 Session II - Biomedical data and document clustering

Exploiting Cognitive Computing and Frame Semantic Features for Biomedical Document Clustering. (Danilo Dessì, Diego Reforgiato Recupero, Gianni Fenu and Sergio Consoli)

A Deep Learning Approach to Genomics Data for Population Scale Clustering and Ethnicity Prediction. (Md. Rezaul Karim, Achille Zappa, Ratnesh Sahay and Dietrich Rebholz-Schuhmann)


  • until 12:30 Wrap Up & Discussion


  • 12:30 - 14:00 Lunch


  • 14:00 - 15:15 Session III - Biomedical Semantic Resources and Provenance

SHARP: Harmonizing cross-workflow Provenance. (Alban Gaignard, Khalid Belhajjame and Hala Skaf-Molli)

Quantifying the content of Biomedical Semantic Resources as a core for Drug Discovery Platforms. (Ali Hasnain and Dietrich Rebholz-Schuhmann)


  • until 15:15 Wrap Up & Discussion
  • 15:15 - 15:30 Session IV

SHARP: Harmonizing Galaxy and Taverna workflow provenance. Alban Gaignard, Khalid Belhajjame and Hala Skaf-Molli.


  • 15:30 - 16:00 Coffee Break
  • 16:00 - 16:45 Demo Session (Stand-up)


  • 16:45 - 17:15 Closing