Publications
“Efficient Reasoning Algorithms for Fragments of Horn Description Logics”, Wright State University, Dayton, 2017. PhD Dissertation Carral.pdf (578.29 KB)
, “Semantic Compression with Region Calculi in Nested Hierarchical Grids (Technical Report)”, 2021. Semantic Compression Technical Report (354.64 KB)
, “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. semantic_compression.pdf (444.8 KB)
, “Understanding CNN Hidden Neuron Activations using Concept Induction over Background Knowledge”, THE 23RD INTERNATIONAL SEMANTIC WEB CONFERENCE, ISWC 2024. 2024. 2024_ISWC_doctoral.pdf (179.17 KB)
, “Automating CNN Neuron Interpretation using Concept Induction”, in THE 23RD INTERNATIONAL SEMANTIC WEB CONFERENCE, ISWC 2024, 2024. 2024_ISWC_demo_xai_automation_Lab_upload_Samatha.pdf (874.76 KB)
, “Tracking Human Behavioural Consistency by Analysing Periodicity of Household Water Consumption”, in 2nd International Conference on Sensors, Signal and Image Processing (SSIP 19), Prague, Czech Republic, 2019.
, “Machine learning for internet of things data analysis: a survey”, Digital Communications and Networks, vol. 4, pp. 161-175, 2018.
, “Concept learning in description logics using refinement operators”, Machine Learning, vol. 78, pp. 203–250, 2010. lehmann-hitzler-MLJ-2010.pdf (1.05 MB)
, “Computational Complexity and Anytime Algorithm for Inconsistency Measurement”, International Journal of Software and Informatics, vol. 4, pp. 3–21, 2010. CompComplexity-IJSI2010.pdf (478.9 KB)
, “A Method for Automatically Generating Schema Diagrams for OWL Ontologies”, in 1st Iberoamerican Knowledge Graph and Semantic Web Conference (KGSWC), Villa Clara, Cuba, 2019. paper.pdf (386.54 KB)
, “Traditional Bengali Food Classification Using Convolutional Neural Network”, in 2021 IEEE Region 10 Symposium (TENSYMP), 2021, pp. 1-8.
, “Traditional Bengali Food Classification Using Convolutional Neural Network”, in 2021 IEEE Region 10 Symposium (TENSYMP), 2021, pp. 1-8.
, “Multimodal mental health analysis in social media”, PLoS ONE, 2020. journal.pone_.0226248-min.pdf (1007.16 KB)
, “All But Not Nothing: Left-Hand Side Universals for Tractable OWL Profiles”, in Proceedings of the 11th International Workshop on OWL: Experiences and Directions (OWLED 2014) co-located with 13th International Semantic Web Conference on (ISWC 2014), Riva del Garda, Italy, October 17-18, 2014., 2014, vol. 1265, pp. 97-108. All But Not Nothing- Left-Hand Side Universals for Tractable OWL Profiles.pdf (332.97 KB)
, “Complexities of Horn Description Logics”, ACM Trans. Comput. Log., vol. 14, p. 2, 2013. Hitzler-HornDLs-2013.pdf (764.32 KB)
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