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Authors |
Title |
Venue |
Year |
Link |
Author keywords |
| 1 | Federico Cabitza, Andrea Campagner, Lorenzo Famiglini, Chiara Natali, Valerio Caccavella, Enrico Gallazzi |
Let Me Think! Investigating the Effect of Explanations Feeding Doubts About the AI Advice.  |
CD-MAKE  |
2023 |
DBLP DOI BibTeX RDF |
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| 1 | Fabian Karl, Ansgar Scherp |
Transformers are Short-Text Classifiers. |
CD-MAKE |
2023 |
DBLP DOI BibTeX RDF |
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| 1 | Sebastian Eresheim, Fabian Kovac, Alexander C. Adrowitzer |
Standing Still Is Not an Option: Alternative Baselines for Attainable Utility Preservation. |
CD-MAKE |
2023 |
DBLP DOI BibTeX RDF |
|
| 1 | Peter Kieseberg, Edgar R. Weippl, A Min Tjoa, Federico Cabitza, Andrea Campagner, Andreas Holzinger |
Controllable AI - An Alternative to Trustworthiness in Complex AI Systems? |
CD-MAKE |
2023 |
DBLP DOI BibTeX RDF |
|
| 1 | Torsten Priebe, Peter Kieseberg, Alexander C. Adrowitzer, Oliver Eigner, Fabian Kovac |
Sustainability Effects of Robust and Resilient Artificial Intelligence. |
CD-MAKE |
2023 |
DBLP DOI BibTeX RDF |
|
| 1 | Arne Gevaert, Anna Saranti, Andreas Holzinger, Yvan Saeys |
Efficient Approximation of Asymmetric Shapley Values Using Functional Decomposition. |
CD-MAKE |
2023 |
DBLP DOI BibTeX RDF |
|
| 1 | Andor Diera, Nicolas Lell, Aygul Garifullina, Ansgar Scherp |
Memorization of Named Entities in Fine-Tuned BERT Models. |
CD-MAKE |
2023 |
DBLP DOI BibTeX RDF |
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| 1 | Nicolas Lell, Ansgar Scherp |
The Split Matters: Flat Minima Methods for Improving the Performance of GNNs. |
CD-MAKE |
2023 |
DBLP DOI BibTeX RDF |
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| 1 | Andrei Nascu, Smaranda Belciug, Anca-Maria Istrate-Ofiteru, Dominic Gabriel Iliescu |
Probabilistic Framework Based on Deep Learning for Differentiating Ultrasound Movie View Planes. |
CD-MAKE |
2023 |
DBLP DOI BibTeX RDF |
|
| 1 | Andreas Holzinger, Peter Kieseberg, Federico Cabitza, Andrea Campagner, A Min Tjoa, Edgar R. Weippl (eds.) |
Machine Learning and Knowledge Extraction - 7th IFIP TC 5, TC 12, WG 8.4, WG 8.9, WG 12.9 International Cross-Domain Conference, CD-MAKE 2023, Benevento, Italy, August 29 - September 1, 2023, Proceedings |
CD-MAKE |
2023 |
DBLP DOI BibTeX RDF |
|
| 1 | David Schneeberger, Richard Röttger, Federico Cabitza, Andrea Campagner, Markus Plass, Heimo Müller, Andreas Holzinger |
The Tower of Babel in Explainable Artificial Intelligence (XAI). |
CD-MAKE |
2023 |
DBLP DOI BibTeX RDF |
|
| 1 | Bettina Finzel, Ines Rieger, Simon Kuhn, Ute Schmid |
Domain-Specific Evaluation of Visual Explanations for Application-Grounded Facial Expression Recognition. |
CD-MAKE |
2023 |
DBLP DOI BibTeX RDF |
|
| 1 | Johannes Scherer, Deepayan Bhowmik, Ansgar Scherp |
Event and Entity Extraction from Generated Video Captions. |
CD-MAKE |
2023 |
DBLP DOI BibTeX RDF |
|
| 1 | Ryan Dave, Juan S. Angarita-Zapata, Isaac Triguero |
Hyper-Stacked: Scalable and Distributed Approach to AutoML for Big Data. |
CD-MAKE |
2023 |
DBLP DOI BibTeX RDF |
|
| 1 | Andreas Holzinger, Anna Saranti, Anne-Christin Hauschild, Jacqueline Michelle Beinecke, Dominik Heider, Richard Röttger, Heimo Müller, Jan Baumbach, Bastian Pfeifer |
Human-in-the-Loop Integration with Domain-Knowledge Graphs for Explainable Federated Deep Learning. |
CD-MAKE |
2023 |
DBLP DOI BibTeX RDF |
|
| 1 | Christina Tavolato-Wötzl, Paul Tavolato |
Enhancing Trust in Machine Learning Systems by Formal Methods - With an Application to a Meteorological Problem. |
CD-MAKE |
2023 |
DBLP DOI BibTeX RDF |
|
| 1 | Yash Paliwal, Rajarshi Roy 0002, Jean-Raphaël Gaglione, Nasim Baharisangari, Daniel Neider, Xiaoming Duan, Ufuk Topcu, Zhe Xu 0005 |
Reinforcement Learning with Temporal-Logic-Based Causal Diagrams. |
CD-MAKE |
2023 |
DBLP DOI BibTeX RDF |
|
| 1 | Justin Mücke, Daria Waldow, Luise Metzger, Philipp Schauz, Marcel Hoffmann 0002, Nicolas Lell, Ansgar Scherp |
Fine-Tuning Language Models for Scientific Writing Support. |
CD-MAKE |
2023 |
DBLP DOI BibTeX RDF |
|
| 1 | Daniel E. O'Leary, Yangin Yoon |
Using Machine Learning to Generate a Dictionary for Environmental Issues. |
CD-MAKE |
2023 |
DBLP DOI BibTeX RDF |
|
| 1 | Shaik Masihullah, Meghana Negi, Jose Mathew 0003, Jairaj Sathyanarayana |
Identifying Fraud Rings Using Domain Aware Weighted Community Detection. |
CD-MAKE |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Federico Cabitza, Andrea Campagner, Lorenzo Famiglini, Enrico Gallazzi, Giovanni Andrea La Maida |
Color Shadows (Part I): Exploratory Usability Evaluation of Activation Maps in Radiological Machine Learning. |
CD-MAKE |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Frantisek Babic, Viera Anderková, Zvonimir Bosnic, Mile Volaric, Ljiljana Trtica-Majnaric |
SECI Model in Data-Based Procedure for the Assessment of the Frailty State in Diabetic Patients. |
CD-MAKE |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Clayton Leroy Chapman, Lars Patrick Hillebrand, Marc Robin Stenzel, Tobias Deußer, David Biesner, Christian Bauckhage, Rafet Sifa |
Towards Generating Financial Reports from Tabular Data Using Transformers. |
CD-MAKE |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Tomas Cabezon Pedroso, Javier Del Ser, Natalia Díaz Rodríguez |
Capabilities, Limitations and Challenges of Style Transfer with CycleGANs: A Study on Automatic Ring Design Generation. |
CD-MAKE |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Alessa Angerschmid, Kevin Theuermann, Andreas Holzinger, Fang Chen 0001, Jianlong Zhou |
Effects of Fairness and Explanation on Trust in Ethical AI. |
CD-MAKE |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | André M. Carrington, Paul W. Fieguth, Franz Mayr, Nick D. James, Andreas Holzinger, John W. Pickering, Richard I. Aviv |
The ROC Diagonal is Not Layperson's Chance: A New Baseline Shows the Useful Area. |
CD-MAKE |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Viera Anderková, Frantisek Babic |
How to Reduce the Time Necessary for Evaluation of Tree-Based Models. |
CD-MAKE |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Markus Loecher, Dingyi Lai, Wu Qi |
Approximation of SHAP Values for Randomized Tree Ensembles. |
CD-MAKE |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Majlinda Llugiqi, Rudolf Mayer |
An Empirical Analysis of Synthetic-Data-Based Anomaly Detection. |
CD-MAKE |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Minoru Kuribayashi, Kodai Kamakari, Nobuo Funabiki |
Classification of Screenshot Image Captured in Online Meeting System. |
CD-MAKE |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Eya Meddeb, Christopher P. Bowers, Lynn Nichol |
Comparing Machine Learning Correlations to Domain Experts' Causal Knowledge: Employee Turnover Use Case. |
CD-MAKE |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Poornima Belavadi, Johannes Nakayama, André Calero Valdez |
Visualizing Large Collections of URLs Using the Hilbert Curve. |
CD-MAKE |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Yusuf Arslan, Bertrand Lebichot, Kevin Allix, Lisa Veiber, Clément Lefebvre, Andrey Boytsov, Anne Goujon, Tegawendé F. Bissyandé, Jacques Klein |
Towards Refined Classifications Driven by SHAP Explanations. |
CD-MAKE |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Alain Andres, Esther Villar-Rodriguez, Javier Del Ser |
An Evaluation Study of Intrinsic Motivation Techniques Applied to Reinforcement Learning over Hard Exploration Environments. |
CD-MAKE |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Eva Rössler, Patrick Halbach, Laura Burbach, Martina Ziefle, André Calero Valdez |
The Influence of User Diversity on Motives and Barriers when Using Health Apps - A Conjoint Investigation of the Intention-Behavior Gap. |
CD-MAKE |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Vladimir Marochko, Richard Reilly 0001, Rachel McDonnell, Luca Longo |
A Survey on the Application of Virtual Reality in Event-Related Potential Research. |
CD-MAKE |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Sasha Strelnikoff, Aruna Jammalamadaka, Tsai-Ching Lu |
Semantic Causal Abstraction for Event Prediction. |
CD-MAKE |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Sami Ede, Serop Baghdadlian, Leander Weber, An Nguyen, Dario Zanca, Wojciech Samek, Sebastian Lapuschkin |
Explain to Not Forget: Defending Against Catastrophic Forgetting with XAI. |
CD-MAKE |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Eliseo Reategui, Marcio Bigolin, Michel Carniato, Rafael Antunes dos Santos |
Evaluating the Performance of SOBEK Text Mining Keyword Extraction Algorithm. |
CD-MAKE |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Andreas Holzinger, Peter Kieseberg, A Min Tjoa, Edgar R. Weippl (eds.) |
Machine Learning and Knowledge Extraction - 6th IFIP TC 5, TC 12, WG 8.4, WG 8.9, WG 12.9 International Cross-Domain Conference, CD-MAKE 2022, Vienna, Austria, August 23-26, 2022, Proceedings |
CD-MAKE |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Ferdinand Hönigsberger, Anna Saranti, Alessa Angerschmid, Carl Orge Retzlaff, Christoph Gollob, Sarah Witzmann, Arne Nothdurft, Peter Kieseberg, Andreas Holzinger, Karl Stampfer |
Machine Learning and Knowledge Extraction to Support Work Safety for Smart Forest Operations. |
CD-MAKE |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Federico Cabitza, Andrea Campagner, Lorenzo Famiglini |
Global Interpretable Calibration Index, a New Metric to Estimate Machine Learning Models' Calibration. |
CD-MAKE |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Markus Loecher |
Debiasing MDI Feature Importance and SHAP Values in Tree Ensembles. |
CD-MAKE |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Sridevi Bonthu, S. Rama Sree, Munaga H. M. Krishna Prasad |
Automated Short Answer Grading Using Deep Learning: A Survey. |
CD-MAKE |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Andreas Holzinger, Edgar R. Weippl, A Min Tjoa, Peter Kieseberg |
Digital Transformation for Sustainable Development Goals (SDGs) - A Security, Safety and Privacy Perspective on AI. |
CD-MAKE |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Rajat Sharma, Nikhil Reddy, Vidhya Kamakshi, Narayanan C. Krishnan, Shweta Jain 0002 |
MAIRE - A Model-Agnostic Interpretable Rule Extraction Procedure for Explaining Classifiers. |
CD-MAKE |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Bora I. Kumova, Dirk Saller |
Mining Causal Hypotheses in Categorical Time Series by Iterating on Binary Correlations. |
CD-MAKE |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Sebastian Eresheim, Daniel Pasterk |
Self-propagating Malware Containment via Reinforcement Learning. |
CD-MAKE |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Pouya Rezazadeh Kalehbasti, Liubov Nikolenko, Hoormazd Rezaei |
Airbnb Price Prediction Using Machine Learning and Sentiment Analysis. |
CD-MAKE |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Guido Bologna |
Transparent Ensembles for Covid-19 Prognosis. |
CD-MAKE |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Michelle Terblanche, Vukosi Marivate |
Towards Financial Sentiment Analysis in a South African Landscape. |
CD-MAKE |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Fabrizio Nunnari, Hasan Md Tusfiqur Alam, Daniel Sonntag |
Anomaly Detection for Skin Lesion Images Using Replicator Neural Networks. |
CD-MAKE |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Liubov Nikolenko, Pouya Rezazadeh Kalehbasti |
When in Doubt, Ask: Generating Answerable and Unanswerable Questions, Unsupervised. |
CD-MAKE |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Andrea Campagner, Enrico Conte, Federico Cabitza |
Weighted Utility: A Utility Metric Based on the Case-Wise Raters' Perceptions. |
CD-MAKE |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Nicholas Asher, Soumya Paul, Chris Russell 0001 |
Fair and Adequate Explanations. |
CD-MAKE |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Andreas Holzinger, Peter Kieseberg, A Min Tjoa, Edgar R. Weippl (eds.) |
Machine Learning and Knowledge Extraction - 5th IFIP TC 5, TC 12, WG 8.4, WG 8.9, WG 12.9 International Cross-Domain Conference, CD-MAKE 2021, Virtual Event, August 17-20, 2021, Proceedings |
CD-MAKE |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Sara Narteni, Melissa Ferretti, Vanessa Orani, Ivan Vaccari, Enrico Cambiaso, Maurizio Mongelli |
From Explainable to Reliable Artificial Intelligence. |
CD-MAKE |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Narayana Darapaneni, Anindya Sil, Balaji Kagiti, S. Krishna Kumar, N. B. Ramanathan, S. B. VasanthaKumara, Anwesh Reddy Paduri, Abdul Manuf |
Deep Convolutional Neural Network (CNN) Design for Pathology Detection of COVID-19 in Chest X-Ray Images. |
CD-MAKE |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Angeline Yasodhara, Azin Asgarian, Diego Huang, Parinaz Sobhani |
On the Trustworthiness of Tree Ensemble Explainability Methods. |
CD-MAKE |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Zhe Xu 0005, Bo Wu 0005, Aditya Ojha, Daniel Neider, Ufuk Topcu |
Active Finite Reward Automaton Inference and Reinforcement Learning Using Queries and Counterexamples. |
CD-MAKE |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Alberto Carlevaro, Maurizio Mongelli |
Reliable AI Through SVDD and Rule Extraction. |
CD-MAKE |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Sridevi Bonthu, S. Rama Sree, Munaga H. M. Krishna Prasad |
Text2PyCode: Machine Translation of Natural Language Intent to Python Source Code. |
CD-MAKE |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Xianlong Zeng, Fanghao Song, Zhongen Li, Krerkkiat Chusap, Chang Liu 0028 |
Human-in-the-Loop Model Explanation via Verbatim Boundary Identification in Generated Neighborhoods. |
CD-MAKE |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Fabrizio Nunnari, Md Abdul Kadir, Daniel Sonntag |
On the Overlap Between Grad-CAM Saliency Maps and Explainable Visual Features in Skin Cancer Images. |
CD-MAKE |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Yiheng Yao |
Explanatory Pluralism in Explainable AI. |
CD-MAKE |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Atthakorn Petchsod, Tanasai Sucontphunt |
Rice Seed Image-to-Image Translation Using Generative Adversarial Networks to Improve Weedy Rice Image Classification. |
CD-MAKE |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Fabrizio Nunnari, Chirag Bhuvaneshwara, Abraham Obinwanne Ezema, Daniel Sonntag |
A Study on the Fusion of Pixels and Patient Metadata in CNN-Based Classification of Skin Lesion Images. |
CD-MAKE |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Andrea Campagner, Federico Cabitza |
Back to the Feature: A Neural-Symbolic Perspective on Explainable AI. |
CD-MAKE |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Amin Anjomshoaa, Edward Curry |
Inter-space Machine Learning in Smart Environments. |
CD-MAKE |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Jiawen Lyn, Sen Yan |
Non-local Second-Order Attention Network for Single Image Super Resolution. |
CD-MAKE |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Douglas Cirqueira, Dietmar Nedbal, Markus Helfert, Marija Bezbradica |
Scenario-Based Requirements Elicitation for User-Centric Explainable AI - A Case in Fraud Detection. |
CD-MAKE |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Grah Simon, Thouvenot Vincent |
A Projected Stochastic Gradient Algorithm for Estimating Shapley Value Applied in Attribute Importance. |
CD-MAKE |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Padraig Corcoran |
Function Space Pooling for Graph Convolutional Networks. |
CD-MAKE |
2020 |
DBLP DOI BibTeX RDF |
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| 1 | Martin Teuffenbach, Ewa Piatkowska, Paul Smith 0001 |
Subverting Network Intrusion Detection: Crafting Adversarial Examples Accounting for Domain-Specific Constraints. |
CD-MAKE |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Franz Mayr, Ramiro Visca, Sergio Yovine |
On-the-fly Black-Box Probably Approximately Correct Checking of Recurrent Neural Networks. |
CD-MAKE |
2020 |
DBLP DOI BibTeX RDF |
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| 1 | Lukas Felsberger, Andrea Apollonio, Thomas Cartier-Michaud, Andreas Müller, Benjamin Todd, Dieter Kranzlmüller |
Explainable Deep Learning for Fault Prognostics in Complex Systems: A Particle Accelerator Use-Case. |
CD-MAKE |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Lars Patrick Hillebrand, David Biesner, Christian Bauckhage, Rafet Sifa |
Interpretable Topic Extraction and Word Embedding Learning Using Row-Stochastic DEDICOM. |
CD-MAKE |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Luca Longo, Randy Goebel, Freddy Lécué, Peter Kieseberg, Andreas Holzinger |
Explainable Artificial Intelligence: Concepts, Applications, Research Challenges and Visions. |
CD-MAKE |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | William Coleman, Charlie Cullen, Ming Yan, Sarah Jane Delany |
Active Learning for Auditory Hierarchy. |
CD-MAKE |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Andreas Holzinger, Peter Kieseberg, A Min Tjoa, Edgar R. Weippl (eds.) |
Machine Learning and Knowledge Extraction - 4th IFIP TC 5, TC 12, WG 8.4, WG 8.9, WG 12.9 International Cross-Domain Conference, CD-MAKE 2020, Dublin, Ireland, August 25-28, 2020, Proceedings |
CD-MAKE |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Luke Merrick, Ankur Taly |
The Explanation Game: Explaining Machine Learning Models Using Shapley Values. |
CD-MAKE |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Anna Karanika, Panagiotis Oikonomou, Kostas Kolomvatsos, Christos Anagnostopoulos |
An Ensemble Interpretable Machine Learning Scheme for Securing Data Quality at the Edge. |
CD-MAKE |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Marco Antonio Pinto-Orellana, Hugo Lewi Hammer |
Analysis of Optical Brain Signals Using Connectivity Graph Networks. |
CD-MAKE |
2020 |
DBLP DOI BibTeX RDF |
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| 1 | Annabelle Redelmeier, Martin Jullum, Kjersti Aas |
Explaining Predictive Models with Mixed Features Using Shapley Values and Conditional Inference Trees. |
CD-MAKE |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | David Schneeberger, Karl Stöger, Andreas Holzinger |
The European Legal Framework for Medical AI. |
CD-MAKE |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Philipp Schmidt 0002, Felix Bießmann |
Calibrating Human-AI Collaboration: Impact of Risk, Ambiguity and Transparency on Algorithmic Bias. |
CD-MAKE |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Erika Puiutta, Eric M. S. P. Veith |
Explainable Reinforcement Learning: A Survey. |
CD-MAKE |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Judita Rokosná, Frantisek Babic, Ljiljana Trtica-Majnaric, Ludmila Pusztová |
Cooperation Between Data Analysts and Medical Experts: A Case Study. |
CD-MAKE |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Lukas Fischer 0001, Lisa Ehrlinger, Verena Geist, Rudolf Ramler, Florian Sobieczky, Werner Zellinger, Bernhard Moser 0001 |
Applying AI in Practice: Key Challenges and Lessons Learned. |
CD-MAKE |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Rhys Agombar, Max Lübbering, Rafet Sifa |
A Clustering Backed Deep Learning Approach for Document Layout Analysis. |
CD-MAKE |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Andreas Theissler, Simon Vollert, Patrick Benz, Laurentius Antonius Meerhoff, Marc Fernandes |
ML-ModelExplorer: An Explorative Model-Agnostic Approach to Evaluate and Compare Multi-class Classifiers. |
CD-MAKE |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Fabio Mercorio, Mario Mezzanzanica, Andrea Seveso |
eXDiL: A Tool for Classifying and eXplaining Hospital Discharge Letters. |
CD-MAKE |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Sanjay Sekar Samuel, Nik Nailah Binti Abdullah, Anil Raj |
Interpretation of SVM Using Data Mining Technique to Extract Syllogistic Rules - Exploring the Notion of Explainable AI in Diagnosing CAD. |
CD-MAKE |
2020 |
DBLP DOI BibTeX RDF |
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| 1 | Anna Saranti, Behnam Taraghi, Martin Ebner, Andreas Holzinger |
Property-Based Testing for Parameter Learning of Probabilistic Graphical Models. |
CD-MAKE |
2020 |
DBLP DOI BibTeX RDF |
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| 1 | Parfait Bemarisika, André Totohasina |
An Efficient Method for Mining Informative Association Rules in Knowledge Extraction. |
CD-MAKE |
2020 |
DBLP DOI BibTeX RDF |
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| 1 | Vukosi Marivate, Tshephisho Sefara |
Improving Short Text Classification Through Global Augmentation Methods. |
CD-MAKE |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Xiaoxiao Li, João Saúde |
Explain Graph Neural Networks to Understand Weighted Graph Features in Node Classification. |
CD-MAKE |
2020 |
DBLP DOI BibTeX RDF |
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| 1 | Stefan Prieschl, Dominic Girardi, Gabriel Kronberger |
Using Ontologies to Express Prior Knowledge for Genetic Programming. |
CD-MAKE |
2019 |
DBLP DOI BibTeX RDF |
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| 1 | Ghanshyam Verma, Alokkumar Jha, Dietrich Rebholz-Schuhmann, Michael G. Madden |
Ranked MSD: A New Feature Ranking and Feature Selection Approach for Biomarker Identification. |
CD-MAKE |
2019 |
DBLP DOI BibTeX RDF |
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| 1 | Sandra Wartner, Manuela Wiesinger-Widi, Dominic Girardi, Dieter Furthner, Klaus Schmitt |
Semi-automated Quality Assurance for Domain-Expert-Driven Data Exploration - An Application to Principal Component Analysis. |
CD-MAKE |
2019 |
DBLP DOI BibTeX RDF |
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