Update ML&DL@FZJ authored by Susanne Wenzel's avatar Susanne Wenzel
...@@ -5,11 +5,12 @@ ...@@ -5,11 +5,12 @@
Please add short paragraphs about each project, naming scientific question/target, application area, used methods, and main outcome. If given provide a link to the according webpage. Please add short paragraphs about each project, naming scientific question/target, application area, used methods, and main outcome. If given provide a link to the according webpage.
Provide the *name* of the responsible person and a *date*. Provide the *name* of the responsible person and a *date*.
# Highlights <!--# Highlights
Most recent (almost) published results from FZJ related to ML&DL Most recent (almost) published results from FZJ related to ML&DL
* "Rank Selection in Non-negative Matrix Factorization: systematic comparison and a new MAD metric", accepted IJCNN 2019. This work by Laura Muzzarelli, Susanne Weis, Simon B. Eickhoff and Kaustubh R. Patil from INM-7 looks at the unsolved problem of how to estimate the rank of NNMF decomposition for a given dataset. In this work various existing and a novel method were compared on simulated and real world data. * "Rank Selection in Non-negative Matrix Factorization: systematic comparison and a new MAD metric", accepted IJCNN 2019. This work by Laura Muzzarelli, Susanne Weis, Simon B. Eickhoff and Kaustubh R. Patil from INM-7 looks at the unsolved problem of how to estimate the rank of NNMF decomposition for a given dataset. In this work various existing and a novel method were compared on simulated and real world data.
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# Groups at FZJ, dealing with ML and DL # Groups at FZJ, dealing with ML and DL
...@@ -90,6 +91,7 @@ Domains and use cases: ...@@ -90,6 +91,7 @@ Domains and use cases:
* High-Throughput Image-Base Cohort Phenotyping (INM-1) * High-Throughput Image-Base Cohort Phenotyping (INM-1)
* Multi-Scale Multi-Area Interaction in Cortical Networks (INM-6) * Multi-Scale Multi-Area Interaction in Cortical Networks (INM-6)
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# Work in progress # Work in progress
Ongoing work at FZJ related to ML&DL Ongoing work at FZJ related to ML&DL
...@@ -101,6 +103,7 @@ Ongoing work at FZJ related to ML&DL ...@@ -101,6 +103,7 @@ Ongoing work at FZJ related to ML&DL
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