Zohreh Shams

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

Efficient Bias Mitigation Without Privileged Information.

[BibT_eX]

[DOI]

Swami Sankaranarayanan

Proceedings of the Computer Vision - ECCV 2024, 2024

2023

TabCBM: Concept-based Interpretable Neural Networks for Tabular Data.

[BibT_eX]

[DOI]

Trans. Mach. Learn. Res., 2023

Human Visual Consistency-Checking in the Real World Ontologies.

[BibT_eX]

[DOI]

Proceedings of the IEEE Symposium on Visual Languages and Human-Centric Computing, 2023

CGXplain: Rule-Based Deep Neural Network Explanations Using Dual Linear Programs.

[BibT_eX]

[DOI]

Konstantin Hemker

Mateja Jamnik

Proceedings of the Trustworthy Machine Learning for Healthcare, 2023

Learning to Receive Help: Intervention-Aware Concept Embedding Models.

[BibT_eX]

[DOI]

Katie Collins

Krishnamurthy Dvijotham

Adrian Weller

Mateja Jamnik

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Towards Robust Metrics for Concept Representation Evaluation.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Concept Embedding Models.

[BibT_eX]

[DOI]

Michelangelo Diligenti

CoRR, 2022

Unsupervised construction of computational graphs for gene expression data with explicit structural inductive biases.

[BibT_eX]

[DOI]

Bioinform., 2022

Concept Embedding Models: Beyond the Accuracy-Explainability Trade-Off.

[BibT_eX]

[DOI]

Michelangelo Diligenti

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Evaluating Colour in Concept Diagrams.

[BibT_eX]

[DOI]

Proceedings of the Diagrammatic Representation and Inference, 2022

2021

Efficient Decompositional Rule Extraction for Deep Neural Networks.

[BibT_eX]

[DOI]

Mateja Jamnik

CoRR, 2021

2020

Argumentation-Based Reasoning about Plans, Maintenance Goals, and Norms.

[BibT_eX]

[DOI]

ACM Trans. Auton. Adapt. Syst., 2020

Using ontology embeddings for structural inductive bias in gene expression data analysis.

[BibT_eX]

[DOI]

CoRR, 2020

Incorporating network based protein complex discovery into automated model construction.

[BibT_eX]

[DOI]

CoRR, 2020

MARLeME: A Multi-Agent Reinforcement Learning Model Extraction Library.

[BibT_eX]

[DOI]

Dmitry Kazhdan

Pietro Liò

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

2019

Human inference beyond syllogisms: an approach using external graphical representations.

[BibT_eX]

[DOI]

Cogn. Process., 2019

Exploring and Conceptualising Attestation.

[BibT_eX]

[DOI]

Proceedings of the Graph-Based Representation and Reasoning, 2019

2018

iCon: A Diagrammatic Theorem Prover for Ontologies.

[BibT_eX]

[DOI]

Proceedings of the Principles of Knowledge Representation and Reasoning: Proceedings of the Sixteenth International Conference, 2018

Accessible Reasoning with Diagrams: From Cognition to Automation.

[BibT_eX]

[DOI]

Proceedings of the Diagrammatic Representation and Inference, 2018

Deductive reasoning about expressive statements using external graphical representations.

[BibT_eX]

[DOI]

Proceedings of the 40th Annual Meeting of the Cognitive Science Society, 2018

2017

Practical reasoning with norms for autonomous software agents.

[BibT_eX]

[DOI]

Wamberto Weber Vasconcelos

Julian A. Padget

Eng. Appl. Artif. Intell., 2017

Practical Reasoning with Norms for Autonomous Software Agents (Full Edition).

[BibT_eX]

[DOI]

Wamberto Weber Vasconcelos

Julian A. Padget

CoRR, 2017

How Network-based and set-based visualizations aid consistency checking in ontologies.

[BibT_eX]

[DOI]

Proceedings of the 10th International Symposium on Visual Information Communication and Interaction, 2017

Reasoning with Concept Diagrams About Antipatterns in Ontologies.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Computer Mathematics - 10th International Conference, 2017

Reasoning with Concept Diagrams about Antipatterns.

[BibT_eX]

[DOI]

Proceedings of the IWIL@LPAR 2017 Workshop and LPAR-21 Short Presentations, 2017

2016

A Two-Phase Dialogue Game for Skeptical Preferred Semantics.

[BibT_eX]

[DOI]

Nir Oren

Proceedings of the Logics in Artificial Intelligence - 15th European Conference, 2016

Normative Practical Reasoning via Argumentation and Dialogue.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

2015

Argumentation-based Normative Practical Reasoning.

[BibT_eX]

[DOI]

Proceedings of the Theory and Applications of Formal Argumentation, 2015

Normative Practical Reasoning: An Argumentation-Based Approach.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Implementation of Normative Practical Reasoning with Durative Actions.

[BibT_eX]

[DOI]

Wamberto Weber Vasconcelos

Julian A. Padget

Proceedings of the Coordination, Organizations, Institutions, and Normes in Agent Systems XI, 2015

2013

ArgPROLEG: A Normative Framework for the JUF Theory.

[BibT_eX]

[DOI]