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Knowledge Graph Embedding for Ecotoxicological Effect Prediction
Published on Dec 10, 2019133 Views
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Chapter list
Knowledge Graph Embedding for Ecotoxicological Effect Prediction00:00
Ecological Risk Assessment - 100:19
Ecological Risk Assessment - 200:45
Ecological Risk Assessment - 300:57
Ecological Risk Assessment - 401:23
Ecological Risk Assessment - 501:32
Ecological Risk Assessment - 601:39
Ecological Risk Assessment - 701:47
The TERA Knowledge Graph - 101:58
The TERA Knowledge Graph - 202:13
The TERA Knowledge Graph - 302:23
The TERA Knowledge Graph - 402:32
The TERA Knowledge Graph - 502:54
The TERA Knowledge Graph - 603:08
Effect Prediction Problem Definition - 103:20
Effect Prediction Problem Definition - 203:26
Effect Prediction Problem Definition - 303:29
Effect Prediction Problem Definition - 403:33
Effect Prediction Problem Definition - 503:34
Effect Prediction Problem Definition - 603:40
Effect Prediction Problem Definition - 703:47
Taxonomic Distance Model - Baseline (BL) - 104:18
Taxonomic Distance Model - Baseline (BL) - 204:26
Taxonomic Distance Model - Baseline (BL) - 304:35
Multi-layer perceptron (MLP) - 104:49
Multi-layer perceptron (MLP) - 204:53
Multi-layer perceptron (MLP) - 304:58
Multi-layer perceptron (MLP) - 405:00
Multi-layer perceptron (MLP) - 505:02
Multi-layer perceptron (MLP) - 605:04
KG embedding + MLP - 105:13
KG embedding + MLP - 205:17
KG embedding + MLP - 305:28
Results - 105:46
Results - 206:22
Results - 306:31
Results - 406:51
Summary and Future Work - 107:04
Summary and Future Work - 207:28
Questions?08:35