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| praxai:start2022 [2022/10/19 08:24] – created sbk | praxai:start2022 [2022/10/24 12:33] (current) – sbk | ||
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| PRAXAI Session A: 14:00-15:20 (CET) Session Chair: dr Szymon Bobek: | PRAXAI Session A: 14:00-15:20 (CET) Session Chair: dr Szymon Bobek: | ||
| - | - Fast Hybrid Oracle-Explainer Approach to Explainability Using Optimized Search of Comprehensible Decision Trees | + | - **Fast Hybrid Oracle-Explainer Approach to Explainability Using Optimized Search of Comprehensible Decision Trees** \\ // |
| - | - SurvSHAP: A Proxy-Based Algorithm for Explaining Survival Models with SHAP | + | - Video: [[https:// |
| - | - Abstract Argumentation for Explainable Satellite Scheduling | + | - **SurvSHAP: A Proxy-Based Algorithm for Explaining Survival Models with SHAP** \\ // |
| - | - Explaining Human Activities Instances Using Deep Learning Classifiers | + | - Video: [[https:// |
| + | - **Abstract Argumentation for Explainable Satellite Scheduling** \\ //Powell, Cheyenne; Riccardi, Annalisa// | ||
| + | - Wideo: [[https:// | ||
| + | - **Explaining Human Activities Instances Using Deep Learning Classifiers** \\ //Arrotta, Luca; Civitarese, Gabriele; Fiori, Michele; Bettini, Claudio// | ||
| + | - Wideo: [[https:// | ||
| Break (10 minutes) | Break (10 minutes) | ||
| PRAXAI Session B: 15:30-16:50 (CET) Session Chair: dr Victor Victor Rodriguez-Fernandez: | PRAXAI Session B: 15:30-16:50 (CET) Session Chair: dr Victor Victor Rodriguez-Fernandez: | ||
| - | - Explainable expected goal models for performance analysis in football analytics | + | - **Explainable expected goal models for performance analysis in football analytics** \\ //Cavus, Mustafa; Biecek, Przemyslaw// |
| - | - Why is the prediction wrong? Towards underfitting case explanation via meta-classification | + | - Wideo: [[https:// |
| - | - Streamlining models with explanations in the learning loop | + | - **Why is the prediction wrong? Towards underfitting case explanation via meta-classification** \\ //ZHOU, Sheng; BLANCHART, Pierre; Crucianu, Michel; Ferecatu, Marin// |
| - | - Roll Wear Prediction in Strip Cold Rolling with Physics-Informed Autoencoder and Counterfactual Explanations | + | - **Streamlining models with explanations in the learning loop** \\ //Lomuscio, Francesco; Bajardi, Paolo; Perotti, Alan; Amparore, Elvio// |
| + | - **Roll Wear Prediction in Strip Cold Rolling with Physics-Informed Autoencoder and Counterfactual Explanations** \\ // | ||
| + | - Video: [[https:// | ||
| ===== Submission Instructions ===== | ===== Submission Instructions ===== | ||
