Selected Environmental Appplications Of Structured Output Prediction

Published on Jan 31, 20171083 Views

Mining Big and Complex Data 2016 - Ohrid

Selected Env. Apps. Of Structured Output Prediction00:00

Environment <-> Biota00:30

Habitat modeling01:36

Predicting species composition02:28

Predicting community structure03:07

Slovenian rivers04:48

Slovenian rivers: Species comp.06:49

Slovenian rivers: Habitat models08:15

Slovenian rivers: Community struc.08:25

Slovenian rivers: Overall results09:46

Danish farms: Soil Microarthropods11:03

Victoria, Australia Vegetation11:37

Victoria, Australia: Relating env. char. to plant trait profiles - 112:36

Victoria, Australia: Relating env. char. to plant trait profiles - 213:27

Victoria, Australia: Relating env. char. to plant trait profiles - 314:42

Victoria, Australia: Relating env. char. to plant trait profiles - 415:33

Victoria, Australia: Relating env. char. to plant trait profiles - 516:54

Extremo-philic and -tolerant fungi - 117:40

Extremo-philic and -tolerant fungi - 219:48

Mining the ECOFINDERS Dataset - 121:01

Mining the ECOFINDERS Dataset - 222:11

ECOFINDERS data: Attributes22:24

ECOFINDERS DATA: Targets23:30

Overall Results: Correlation23:50

Labeled and unlabeled data23:51

Incomplete Annotations: Multi-targetregression24:22

Agricultural Waters in Ireland24:38

Multi-target tree from PL data: QPN25:25

Predictive performance results25:38

Acknowledgements and announcement26:00

Thanks for coming to our Summer School28:10

Invitation to ECML PKDD 2017 in Skopje, Macedonia28:45