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research:projects [2019/02/28 16:15]
marchand
research:projects [2023/11/27 10:05] (current)
marchand
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 ==== Current Projects ==== ==== Current Projects ====
-=== CollSpotting=== +=== Structural Intrinsic Dimensionality=== 
-CERN Project ​[[http://collspotting.web.cern.ch/|CollSpotting:​ Collaboration Spotting]] - Funded ​by CERN in collaboration with UniGE via the CERN doctoral scholarship scheme.+This [[https://data.snf.ch/grants/​grant/​207509|SNF-funded project]] aims at characterizing structural properties of high-dimensional data space (such as that created ​by Flow Cytometry) using graph-based tools and machine learning strategies.
  
-**Hypergraph modelling** (Xavier Ouvrard ​PhD student): Hypergraph modelling for collaboration ​analysis ​and visualisation.+=== High-dimensional Flow Cytometry=== 
 +In this collaboration ​with Geneva University Hospital, we analyse ​and visualize high-dimensional data from Flow Cytometry.
  
-[[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}}]]+=== Une édition sémantique et multilingue en ligne des registres du Conseil de Genève (1545-1550) === 
 +This [[https://data.snf.ch/grants/grant/215733|SNF-funded Digital Humanities project]] aims at making digitally accessible the "​registres du Conseil de Genève"​ from the 1545-1550 period.
  
 +=== 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) and the [[https://​medgift.hevs.ch/​wordpress/​team/​|MedGIFT]] group from the University of Applied Sciences, Sierre, Wallis (HEVs).  ​
  
-**Data Quality** (Dimitris Dardanis - PhD student)Outlier Detection for Data Quality monitoring.+==== Teaching projects ===== 
 +For Master and Bachelor projects, see the dedicated [[https://​viper.unige.ch/​doku.php/​teaching:​projects|page]]
  
 +==== Former Projects ====
 === PubliMAPE=== === PubliMAPE===
 Etienne Brangbourg ​ - PhD student - Funded by FNR, Luxembourg ​ Etienne Brangbourg ​ - PhD student - Funded by FNR, Luxembourg ​
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 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=== +=== CollSpotting=== 
-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). +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 - 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}}]] 
 + 
 + 
 +**Data Quality** ​(Dimitris Dardanis - PhD student): Outlier Detection for Data Quality monitoring.
  
-==== Former Projects ==== 
 === Machine Leaning and Information Geometry=== === Machine Leaning and Information Geometry===
 DIP Fund - [[http://​courbure.com/​k/​|Ke Sun]] DIP Fund - [[http://​courbure.com/​k/​|Ke Sun]]
research/projects.1551366903.txt.gz · Last modified: 2019/02/28 16:15 by marchand
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Keywords: machine learning, information geometry, data mining, Big Data, affective information retrieval (recherche d'information), information visualisation, content-based image and video retrieval (CBIR, CBR, CBVR, CBMR, CBMIR), information mining, classification, multimedia and multimodal information management, semantic web, knowledge base (RDF, OWL, XML, metadata, auto-annotation, description), multimodal information fusion