Zohreh Shams

According to our database, Zohreh Shams authored at least 29 papers between 2013 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2023

Human Visual Consistency-Checking in the Real World Ontologies.

Yuri Sato, Gem Stapleton, Mateja Jamnik, Zohreh Shams, Andrew Blake

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

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

Konstantin Hemker, Zohreh Shams, Mateja Jamnik

Proceedings of the Trustworthy Machine Learning for Healthcare, 2023

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

Mateo Espinosa Zarlenga, Katie Collins, Krishnamurthy Dvijotham, Adrian Weller, Zohreh Shams, 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.

Mateo Espinosa Zarlenga, Pietro Barbiero, Zohreh Shams, Dmitry Kazhdan, Umang Bhatt, Adrian Weller, Mateja Jamnik

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

2022

Concept Embedding Models.

Mateo Espinosa Zarlenga, Pietro Barbiero, Gabriele Ciravegna, Giuseppe Marra, Francesco Giannini, Michelangelo Diligenti, Zohreh Shams, Frédéric Precioso, Stefano Melacci, Adrian Weller, Pietro Liò, Mateja Jamnik

CoRR, 2022

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

Paul Scherer, Maja Trebacz, Nikola Simidjievski, Ramón Viñas, Zohreh Shams, Helena Andrés-Terré, Mateja Jamnik, Pietro Liò

Bioinform., 2022

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

Mateo Espinosa Zarlenga, Pietro Barbiero, Gabriele Ciravegna, Giuseppe Marra, Francesco Giannini, Michelangelo Diligenti, Zohreh Shams, Frédéric Precioso, Stefano Melacci, Adrian Weller, Pietro Lió, Mateja Jamnik

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

Evaluating Colour in Concept Diagrams.

Sean McGrath, Andrew Blake, Gem Stapleton, Anestis Touloumis, Peter Chapman, Mateja Jamnik, Zohreh Shams

Proceedings of the Diagrammatic Representation and Inference, 2022

2021

Efficient Decompositional Rule Extraction for Deep Neural Networks.

Mateo Espinosa Zarlenga, Zohreh Shams, Mateja Jamnik

CoRR, 2021

2020

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

Zohreh Shams, Marina De Vos, Nir Oren, Julian A. Padget

ACM Trans. Auton. Adapt. Syst., 2020

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

Maja Trebacz, Zohreh Shams, Mateja Jamnik, Paul Scherer, Nikola Simidjievski, Helena Andrés-Terré, Pietro Liò

CoRR, 2020

Incorporating network based protein complex discovery into automated model construction.

Paul Scherer, Maja Trebacz, Nikola Simidjievski, Zohreh Shams, Helena Andrés-Terré, Pietro Liò, Mateja Jamnik

CoRR, 2020

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

Dmitry Kazhdan, Zohreh Shams, Pietro Liò

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

2019

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

Yuri Sato, Gem Stapleton, Mateja Jamnik, Zohreh Shams

Cogn. Process., 2019

Exploring and Conceptualising Attestation.

Ian Oliver, John Howse, Gem Stapleton, Zohreh Shams, Mateja Jamnik

Proceedings of the Graph-Based Representation and Reasoning, 2019

2018

iCon: A Diagrammatic Theorem Prover for Ontologies.

Zohreh Shams, Mateja Jamnik, Gem Stapleton, Yuri Sato

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

Accessible Reasoning with Diagrams: From Cognition to Automation.

Zohreh Shams, Yuri Sato, Mateja Jamnik, Gem Stapleton

Proceedings of the Diagrammatic Representation and Inference, 2018

Deductive reasoning about expressive statements using external graphical representations.

Yuri Sato, Gem Stapleton, Mateja Jamnik, Zohreh Shams

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

2017

Practical reasoning with norms for autonomous software agents.

Zohreh Shams, Marina De Vos, Julian A. Padget, Wamberto Weber Vasconcelos

Eng. Appl. Artif. Intell., 2017

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

Zohreh Shams, Marina De Vos, Julian A. Padget, Wamberto Weber Vasconcelos

CoRR, 2017

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

Yuri Sato, Gem Stapleton, Mateja Jamnik, Zohreh Shams, Andrew Blake

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

Reasoning with Concept Diagrams About Antipatterns in Ontologies.

Zohreh Shams, Mateja Jamnik, Gem Stapleton, Yuri Sato

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

Reasoning with Concept Diagrams about Antipatterns.

Zohreh Shams, Mateja Jamnik, Gem Stapleton, Yuri Sato

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

2016

A Two-Phase Dialogue Game for Skeptical Preferred Semantics.

Zohreh Shams, Nir Oren

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

Normative Practical Reasoning via Argumentation and Dialogue.

Zohreh Shams, Marina De Vos, Nir Oren, Julian A. Padget

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

2015

Argumentation-based Normative Practical Reasoning.

Zohreh Shams, Marina De Vos, Nir Oren, Julian A. Padget, Ken Satoh

Proceedings of the Theory and Applications of Formal Argumentation, 2015

Normative Practical Reasoning: An Argumentation-Based Approach.

Zohreh Shams

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

Implementation of Normative Practical Reasoning with Durative Actions.

Zohreh Shams, Marina De Vos, Julian A. Padget, Wamberto Weber Vasconcelos

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

2013

ArgPROLEG: A Normative Framework for the JUF Theory.

Zohreh Shams, Marina De Vos, Ken Satoh

Proceedings of the New Frontiers in Artificial Intelligence, 2013