Semantic Causal Abstraction for Event Prediction (English)
- New search for: Strelnikoff, Sasha
- New search for: Jammalamadaka, Aruna
- New search for: Lu, Tsai-Ching
- New search for: Strelnikoff, Sasha
- New search for: Jammalamadaka, Aruna
- New search for: Lu, Tsai-Ching
In:
Machine learning and knowledge extraction
; 188-200
;
2022
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ISBN:
- Conference paper / Print
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Title:Semantic Causal Abstraction for Event Prediction
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Contributors:
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Conference:CD-MAKE ; 6. ; 2022 ; Wien
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Published in:
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Publisher:
- New search for: Springer
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Place of publication:Cham
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Publication date:2022
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ISBN:
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Type of media:Conference paper
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Type of material:Print
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Language:English
- New search for: 54.80 / 54.72
- Further information on Basic classification
- New search for: 006.31
- Further information on Dewey Decimal Classification
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Keywords:
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Classification:
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Source:
The tables of contents are generated automatically and are based on the data records of the individual contributions available in the index of the TIB portal. The display of the Tables of Contents may therefore be incomplete.
- 1
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Explain to Not Forget: Defending Against Catastrophic Forgetting with XAIEde, Sami / Baghdadlian, Serop / Weber, Leander / Nguyen, An / Zanca, Dario / Samek, Wojciech / Lapuschkin, Sebastian et al. | 2022
- 19
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Approximation of SHAP Values for Randomized Tree EnsemblesLoecher, Markus / Lat, Dingyi / Qi, Wu et al. | 2022
- 31
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Color Shadows (Part I): Exploratory Usability Evaluation of Activation Maps in Radiological Machine LearningCabitza, Federico / Campagner, Andrea / Famiglini, Lorenzo / Gallazzi, Enrico / Maida, Giovanni Andrea La et al. | 2022
- 51
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Effects of Fairness and Explanation on Trust in Ethical AIAngerschmid, Alessa / Theuermann, Kevin / Holzinger, Andreas / Chen, Fang / Zhou, Jianlong et al. | 2022
- 68
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Towards Refined Classifications Driven by SHAP ExplanationsArslan, Yusuf / Lebichot, Bertrand / Allix, Kevin / Veiber, Lisa / Lefebvre, Clement / Boytsov, Andrey / Goujon, Anne / Bissyande, Tegawende F. / Klein, Jacques et al. | 2022
- 82
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Global Interpretable Calibration Index, a New Metric to Estimate Machine Learning Models’ CalibrationCabitza, Federico / Campagner, Andrea / Famiglini, Lorenzo et al. | 2022
- 100
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The ROC Diagonal is Not Layperson’s Chance: A New Baseline Shows the Useful AreaCarrington, André M. / Fieguth, Paul W. / Mayr, Franz / James, Nick D. / Holzinger, Andreas / Pickering, John W. / Aviv, Richard I. et al. | 2022
- 114
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Debiasing MDI Feature Importance and SHAP Values in Tree EnsemblesLoecher, Markus et al. | 2022
- 130
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The Influence of User Diversity on Motives and Barriers when Using Health Apps - A Conjoint Investigation of the Intention-Behavior GapRössler, Eva / Halbach, Patrick / Burbach, Laura / Ziefle, Martina / Valdez, Andre Calero et al. | 2022
- 150
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Identifying Fraud Rings Using Domain Aware Weighted Community DetectionMasihullah, Shaik / Negi, Meghana / Matthew, Jose / Sathyanarayana, Jairaj et al. | 2022
- 168
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Capabilities, Limitations and Challenges of Style Transfer with CycleGANs: A Study on Automatic Ring Design GenerationPedroso, Tomas Cabezon / Ser, Javier Del / Diaz-Rodriguez, Natalia et al. | 2022
- 188
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Semantic Causal Abstraction for Event PredictionStrelnikoff, Sasha / Jammalamadaka, Aruna / Lu, Tsai-Ching et al. | 2022
- 201
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An Evaluation Study of Intrinsic Motivation Techniques Applied to Reinforcement Learning over Hard Exploration EnvironmentsAndres, Alain / Villar-Rodriguez, Esther / Ser, Javier Del et al. | 2022
- 221
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Towards Generating Financial Reports from Tabular Data Using Transformers .Chapman, Clayton Leroy / Hillebrand, Lars / Stenzel, Marc Robin / Deußer, Tobias / Biesner, David / Bauckhage, Christian / Sifa, Rafet et al. | 2022
- 233
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Evaluating the Performance of SOBEK Text Mining Keyword Extraction AlgorithmReategui, Eliseo / Bigolin, Marcio / Carniato, Michel / Santos, Rafael Antunes dos et al. | 2022
- 244
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Classification of Screenshot Image Captured in Online Meeting SystemKuribayashi, Minoru / Kamakari, Kodai / Funabiki, Nobuo et al. | 2022
- 256
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A Survey on the Application of Virtual Reality in Event-Related Potential ResearchMarochko, Vladimir / Reilly, Richard / McDonnell, Rachel / Longo, Luca et al. | 2022
- 270
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Visualizing Large Collections of URLs Using the Hilbert CurveBelavadi, Poornima / Nakayama, Johannes / Valdez, Andre Calero et al. | 2022
- 290
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How to Reduce the Time Necessary for Evaluation of Tree-Based ModelsAnderkovd, Viera / Babič, František et al. | 2022
- 306
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An Empirical Analysis of Synthetic-Data-Based Anomaly DetectionLlugiqi, Majlinda / Mayer, Rudolf et al. | 2022
- 328
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SECI Model in Data-Based Procedure for the Assessment of the Frailty State in Diabetic PatientsBabič, František / Anderková, Viera / Bosnič, Zvonimir / Volarič, Mile / Majnaric, Ljiljana Trtica et al. | 2022
- 343
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Comparing Machine Learning Correlations to Domain Experts’ Causal Knowledge: Employee Turnover Use CaseMeddeb, Eya / Bowers, Christopher / Nichol, Lynn et al. | 2022
- 362
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Machine Learning and Knowledge Extraction to Support Work Safety for Smart Forest OperationsHoenigsberger, Ferdinand / Saranti, Anna / Angerschmid, Alessa / Retzlaff, Carl Orge / Gollob, Christoph / Witzmann, Sarah / Nothdurft, Arne / Kieseberg, Peter / Holzinger, Andreas / Stampfer, Karl et al. | 2022