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===== Research Projects ===== | ===== Research Projects ===== | ||
- | Check our [[http://viper.unige.ch/doku.php/research:publications|publication page]] for results. | + | The group is actively involved in several national and international projects and collaborations. |
- | The group is actively involved in several national and international projects: | + | See our [[http://viper.unige.ch/doku.php/research:publications|publication page]] for related results. |
==== Current Projects ==== | ==== Current Projects ==== | ||
=== CollSpotting=== | === CollSpotting=== | ||
- | CERN Funds - [[http://collspotting.web.cern.ch/|CollSpotting: Collaboration Spotting]] - CERN project | + | CERN Project [[http://collspotting.web.cern.ch/|CollSpotting: Collaboration Spotting]] - Funded by CERN in collaboration with UniGE via the CERN doctoral scholarship scheme. |
- | **Hypergraph modelling** (Xavier Ouvrard): Hypergraph modelling for collaboration analysis and visualisation. | + | **Hypergraph modelling** (Xavier Ouvrard - PhD student): Hypergraph modelling for collaboration analysis and visualisation. |
[[https://www.groundai.com/project/hypergraph-modeling-and-visualisation-of-complex-co-occurence-networks/|{{https://www.groundai.com/media/arxiv_projects/405943/x1.png.750x0_q75_crop.png?300|Hypergraph modeling}}]] | [[https://www.groundai.com/project/hypergraph-modeling-and-visualisation-of-complex-co-occurence-networks/|{{https://www.groundai.com/media/arxiv_projects/405943/x1.png.750x0_q75_crop.png?300|Hypergraph modeling}}]] | ||
- | **Data Quality** (Dimitris Dardanis): Outlier Detection for Data Quality monitoring. | + | **Data Quality** (Dimitris Dardanis - PhD student): Outlier Detection for Data Quality monitoring. |
=== PubliMAPE=== | === PubliMAPE=== | ||
- | Etienne Brangbourg: Funded by FNR, Luxembourg | + | Etienne Brangbourg - PhD student - Funded by FNR, Luxembourg |
In this project, we use anaylsis of Social Media channels to support the monitoring of events (eg floods) as a complement to their geo/physical modeling. | In this project, we use anaylsis of Social Media channels to support the monitoring of events (eg floods) as a complement to their geo/physical modeling. | ||
+ | |||
+ | === Collaboration=== | ||
+ | The Viper group collaborates closely with the [[http://dmml.ch/|Data Mining and Machine Learning (DMML)]] group of the University of Applied Sciences, Western Switzerland (HEG). | ||
==== Former Projects ==== | ==== Former Projects ==== | ||
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In this project, we try to understand Machine Learning from an Information Geometric perspective. | In this project, we try to understand Machine Learning from an Information Geometric perspective. | ||
- | [[https://archive-ouverte.unige.ch/unige:80017|Ke Sun's thesis]] ("Information geometry and data manifold representations") was awarded the Excellence Prize from UniGE (2018). | + | [[https://archive-ouverte.unige.ch/unige:80017|Ke Sun's thesis]] ("Information geometry and data manifold representations") was awarded the [[https://phototheque.unige.ch/unige:100939|Excellence Prize from UniGE (2017)]]. |
=== MAAYA=== | === MAAYA=== |