Publications

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Knowledge Graphs
J. Zalewski, Hitzler, P., and Janowicz, K., “Semantic Compression with Region Calculi in Nested Hierarchical Grids”, in Proceedings of the 29th International Conference on Advances in Geographic Information Systems, New York, NY, USA, 2021, pp. 305–308.PDF icon semantic_compression.pdf (444.8 KB)
Knowledge representation
S. Huang, Li, Q., and Hitzler, P., “Reasoning with Inconsistencies in Hybrid MKNF Knowledge Bases”, Logic Journal of the IGPL, vol. 21, pp. 263–290, 2013.PDF icon ljigpl-parahkmf-2013.pdf (225.39 KB)
M. Knorr, Alferes, J. Júlio, and Hitzler, P., “Local Closed World Reasoning with Description Logics under the Well-Founded Semantics”, Artificial Intelligence, vol. 175, no. 9-10, pp. 1528–1554, 2011.PDF icon LocalClosed-AI-2011.pdf (354.24 KB)
P. Hitzler and van Harmelen, F., “A Reasonable Semantic Web”, Semantic Web, vol. 1, pp. 39–44, 2010.PDF icon ARSW-HH-SWJ2011.pdf (126.61 KB)
Y. Ma, Qi, G., Xiao, G., Hitzler, P., and Lin, Z., “Computational Complexity and Anytime Algorithm for Inconsistency Measurement”, International Journal of Software and Informatics, vol. 4, pp. 3–21, 2010.PDF icon CompComplexity-IJSI2010.pdf (478.9 KB)
D. Carral, “Efficient Reasoning Algorithms for Fragments of Horn Description Logics”, Wright State University, Dayton, 2017.PDF icon PhD Dissertation Carral.pdf (578.29 KB)
Linked Open Data
P. Hitzler and van Harmelen, F., “A Reasonable Semantic Web”, Semantic Web, vol. 1, pp. 39–44, 2010.PDF icon ARSW-HH-SWJ2011.pdf (126.61 KB)
Linked Open Data Cloud
S. Lalithsena, Hitzler, P., Sheth, A., and Jain, P., “Automatic Domain Identification for Linked Open Data”, in 2013 IEEE/WIC/ACM International Conferences on Web Intelligence, WI 2013, Atlanta, GA, USA, 2013, pp. 205–212.PDF icon DomainIdentLOD-WI13.pdf (1.16 MB)
P. Jain, Hitzler, P., Verma, K., Yeh, P. Z., and Sheth, A., “Moving beyond SameAs with PLATO: Partonomy detection for Linked Data”, in 23rd ACM Conference on Hypertext and Social Media, HT '12, Milwaukee, WI, USA, 2012, pp. 33–42.PDF icon plato-ht2012.pdf (314.03 KB)
LLM
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)
Location awareness
S. Salam Aonty, Deb, K., Sarma, M. Sen, Dhar, P. Kumar, and Shimamura, T., “Multi-Person Pose Estimation Using Group-Based Convolutional Neural Network Model”, IEEE Access, vol. 11, pp. 42343-42360, 2023.
Logic Programming
M. Knorr, Alferes, J. Júlio, and Hitzler, P., “Local Closed World Reasoning with Description Logics under the Well-Founded Semantics”, Artificial Intelligence, vol. 175, no. 9-10, pp. 1528–1554, 2011.PDF icon LocalClosed-AI-2011.pdf (354.24 KB)
A. K. Seda and Hitzler, P., “Generalized Distance Functions in the Theory of Computation”, Computer Journal, vol. 53, pp. 443–464, 2010.PDF icon GeneralizedDistance-CJ-2010.pdf (316.51 KB)
LSTM
A. Eberhart, Ebrahimi, M., Zhou, L., Shimizu, C., and Hitzler, P., “Completion Reasoning Emulation for the Description Logic EL+”, Proceedings of the AAAI 2020 Spring Symposium on Combining Machine Learning and Knowledge Engineering in Practice, vol. 2600. CEUR-WS.org, Stanford University, Palo Alto, California, USA, 2020.PDF icon paper5.pdf (1.89 MB)
Machine learning
M. Saeid Mahdavinejad and Rezvan, M., “Machine learning for internet of things data analysis: a survey”, Digital Communications and Networks, vol. 4, pp. 161-175, 2018.

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