Publications

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Filters: Author is Rushrukh Rayan  [Clear All Filters]
In Press
P. Hitzler, Rayan, R., Zalewski, J., Norouzi, S. Saki, Eberhart, A., and Vasserman, E. Y., “Deep Deductive Reasoning is a Hard Deep Learning Problem”, Neurosymbolic Artificial Intelligence, In Press.PDF icon 2024_NAI_DDR.pdf (414.08 KB)
2024
A. Dalal, Rayan, R., and Hitzler, P., “Error-margin Analysis for Hidden Neuron Activation Labels”, 18th International Conference on Neural-Symbolic Learning and Reasoning, NeSy 2024. Springer , 2024.PDF icon 2024_NeSy_CI_shortPaper.pdf (245.56 KB)
A. Dalal, Rayan, R., Barua, A., Vasserman, E. Y., Sarker, K., and Hitzler, P., “On the Value of Labeled Data and Symbolic Methods for Hidden Neuron Activation Analysis”, in 18th International Conference on Neural-Symbolic Learning and Reasoning, NeSy 2024, 2024.PDF icon 2024_NeSy_CI.pdf (358.13 KB)
2023
P. Hitzler, Rayan, R., Zalewski, J., Norouzi, S. Saki, Eberhart, A., and Vasserman, E. Y., “Deep Deductive Reasoning is a Hard Deep Learning Problem”, 2023.PDF icon 2023_NAI_DDR.pdf (414.08 KB)
R. Rayan, Shimizu, C., and Hitzler, P., “MMODS-O: A Modular Ontology for the Metadata Object Description Schema (MODS) – Documentation”, 2023.PDF icon MODS_Ontology_Documentation.pdf (2.03 MB)
R. Rayan, Shimizu, C., Sieverding, H., and Hitzler, P., “A Modular Ontology for MODS – Metadata Object Description Schema”, 2023.PDF icon MODS_Ontology.pdf (9 bytes)
R. Rayan, Shimizu, C., and Hitzler, P., “An Ontology Design Pattern for Role-Dependent Names”, 2023.PDF icon Role_Dependent_Names_ODP.pdf (196.94 KB)