Zohreh Shams

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 31

Top Topics

Gene Expression

Rule Extraction

Practical Reasoning

Top Venues

Publications

Gabriele Ciravegna, Mateo Espinosa Zarlenga, Pietro Barbiero, Francesco Giannini, Zohreh Shams, Damien Garreau, Mateja Jamnik, Tania Cerquitelli
Workshop on Human-Interpretable AI. KDD (2024)
Konstantin Hemker, Zohreh Shams, Mateja Jamnik
CGXplain: Rule-Based Deep Neural Network Explanations Using Dual Linear Programs. CoRR (2023)
Mateo Espinosa Zarlenga, Zohreh Shams, Michael E. Nelson, Been Kim, Mateja Jamnik
TabCBM: Concept-based Interpretable Neural Networks for Tabular Data. Trans. Mach. Learn. Res. 2023 (2023)
Yuri Sato, Gem Stapleton, Mateja Jamnik, Zohreh Shams, Andrew Blake
Human Visual Consistency-Checking in the Real World Ontologies. VL/HCC (2023)
Mateo Espinosa Zarlenga, Pietro Barbiero, Zohreh Shams, Dmitry Kazhdan, Umang Bhatt, Adrian Weller, Mateja Jamnik
Towards Robust Metrics for Concept Representation Evaluation. CoRR (2023)
Mateo Espinosa Zarlenga, Katherine M. Collins, Krishnamurthy Dvijotham, Adrian Weller, Zohreh Shams, Mateja Jamnik
Learning to Receive Help: Intervention-Aware Concept Embedding Models. CoRR (2023)
Mateo Espinosa Zarlenga, Pietro Barbiero, Zohreh Shams, Dmitry Kazhdan, Umang Bhatt, Adrian Weller, Mateja Jamnik
Towards Robust Metrics for Concept Representation Evaluation. AAAI (2023)
Mateo Espinosa Zarlenga, Katie Collins, Krishnamurthy Dvijotham, Adrian Weller, Zohreh Shams, Mateja Jamnik
Learning to Receive Help: Intervention-Aware Concept Embedding Models. NeurIPS (2023)
Konstantin Hemker, Zohreh Shams, Mateja Jamnik
CGXplain: Rule-Based Deep Neural Network Explanations Using Dual Linear Programs. TML4H (2023)
Paul Scherer, Maja Trebacz, Nikola Simidjievski, Ramón Viñas, Zohreh Shams, Helena Andrés-Terré, Mateja Jamnik, Pietro Liò
Unsupervised construction of computational graphs for gene expression data with explicit structural inductive biases. Bioinform. 38 (5) (2022)
Sean McGrath, Andrew Blake, Gem Stapleton, Anestis Touloumis, Peter Chapman, Mateja Jamnik, Zohreh Shams
Evaluating Colour in Concept Diagrams. Diagrams (2022)
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
Concept Embedding Models. CoRR (2022)
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
Concept Embedding Models: Beyond the Accuracy-Explainability Trade-Off. NeurIPS (2022)
Mateo Espinosa Zarlenga, Zohreh Shams, Mateja Jamnik
Efficient Decompositional Rule Extraction for Deep Neural Networks. CoRR (2021)
Dmitry Kazhdan, Zohreh Shams, Pietro Liò
MARLeME: A Multi-Agent Reinforcement Learning Model Extraction Library. CoRR (2020)
Dmitry Kazhdan, Zohreh Shams, Pietro Liò
MARLeME: A Multi-Agent Reinforcement Learning Model Extraction Library. IJCNN (2020)
Maja Trebacz, Zohreh Shams, Mateja Jamnik, Paul Scherer, Nikola Simidjievski, Helena Andrés-Terré, Pietro Liò
Using ontology embeddings for structural inductive bias in gene expression data analysis. CoRR (2020)
Zohreh Shams, Marina De Vos, Nir Oren, Julian A. Padget
Argumentation-Based Reasoning about Plans, Maintenance Goals, and Norms. ACM Trans. Auton. Adapt. Syst. 14 (3) (2020)
Paul Scherer, Maja Trebacz, Nikola Simidjievski, Zohreh Shams, Helena Andrés-Terré, Pietro Liò, Mateja Jamnik
Incorporating network based protein complex discovery into automated model construction. CoRR (2020)
Ian Oliver, John Howse, Gem Stapleton, Zohreh Shams, Mateja Jamnik
Exploring and Conceptualising Attestation. ICCS (2019)
Yuri Sato, Gem Stapleton, Mateja Jamnik, Zohreh Shams
Human inference beyond syllogisms: an approach using external graphical representations. Cogn. Process. 20 (1) (2019)
Zohreh Shams, Mateja Jamnik, Gem Stapleton, Yuri Sato
iCon: A Diagrammatic Theorem Prover for Ontologies. KR (2018)
Zohreh Shams, Yuri Sato, Mateja Jamnik, Gem Stapleton
Accessible Reasoning with Diagrams: From Cognition to Automation. Diagrams (2018)
Yuri Sato, Gem Stapleton, Mateja Jamnik, Zohreh Shams
Deductive reasoning about expressive statements using external graphical representations. CogSci (2018)
Yuri Sato, Gem Stapleton, Mateja Jamnik, Zohreh Shams, Andrew Blake
How Network-based and set-based visualizations aid consistency checking in ontologies. VINCI (2017)
Zohreh Shams, Marina De Vos, Julian A. Padget, Wamberto Weber Vasconcelos
Practical Reasoning with Norms for Autonomous Software Agents (Full Edition). CoRR (2017)
Zohreh Shams, Marina De Vos, Julian A. Padget, Wamberto Weber Vasconcelos
Practical reasoning with norms for autonomous software agents. Eng. Appl. Artif. Intell. 65 (2017)
Zohreh Shams, Mateja Jamnik, Gem Stapleton, Yuri Sato
Reasoning with Concept Diagrams About Antipatterns in Ontologies. CICM (2017)
Zohreh Shams, Mateja Jamnik, Gem Stapleton, Yuri Sato
Reasoning with Concept Diagrams about Antipatterns. LPAR (Short Presentations) (2017)
Zohreh Shams, Nir Oren
A Two-Phase Dialogue Game for Skeptical Preferred Semantics. JELIA (2016)
Zohreh Shams, Marina De Vos, Nir Oren, Julian A. Padget
Normative Practical Reasoning via Argumentation and Dialogue. IJCAI (2016)
Zohreh Shams, Marina De Vos, Nir Oren, Julian A. Padget, Ken Satoh
Argumentation-based Normative Practical Reasoning. TAFA (2015)
Zohreh Shams
Normative Practical Reasoning: An Argumentation-Based Approach. IJCAI (2015)
Zohreh Shams, Marina De Vos, Julian A. Padget, Wamberto Weber Vasconcelos
Implementation of Normative Practical Reasoning with Durative Actions. COIN@AAMAS/IJCAI (2015)
Zohreh Shams, Marina De Vos, Ken Satoh
ArgPROLEG: A Normative Framework for the JUF Theory. JSAI-isAI Workshops (2013)