Publications

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Bengali music classification
M. Sen Sarma and Das, A., “BMGC: A Deep Learning Approach to Classify Bengali Music Genres”, in Proceedings of the 4th International Conference on Networking, Information Systems & Security, New York, NY, USA, 2021.
benchmark
M. Cheatham and Hitzler, P., “Conference v2.0: An uncertain version of the OAEI Conference benchmark”, in 13th International Semantic Web Conference (ISWC 2014), Riva del Garda, Italy, 2014, vol. 8797, pp. 148-163.PDF icon iswc14-Michelle-conferenceV2.pdf (347.31 KB)
Background knowledge
M. Labaf, “ Propositional rule extraction from neural networks under background knowledge”, in Twelfth International Workshop on Neural-Symbolic Learning and Reasoning, 2017.PDF icon main.pdf (270.11 KB)
Autonomous learning
B. Hammer, Hitzler, P., Maass, W., and Toussaint, M., “10302 Abstracts Collection - Learning paradigms in dynamic environments”, Learning paradigms in dynamic environments. Schloss Dagstuhl - Leibniz-Zentrum fuer Informatik, Germany, Dagstuhl, Germany, 2010.
Automation in AI
S. Ereshi Akkamahadevi, Dalal, A., and Hitzler, P., “Automating CNN Neuron Interpretation using Concept Induction”, in THE 23RD INTERNATIONAL SEMANTIC WEB CONFERENCE, ISWC 2024, 2024.PDF icon 2024_ISWC_demo_xai_automation_Lab_upload_Samatha.pdf (874.76 KB)
Automated Reasoning
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)
Automated Deduction
F. Maier, Ma, Y., and Hitzler, P., “Paraconsistent OWL and Related Logics”, Semantic Web, vol. 4, pp. 395–427, 2013.PDF icon paraOWL-2013.pdf (698.73 KB)
Artificial Intelligence
M. K. Sarker, Xie, N., Doran, D., Raymer, M., and Hitzler, P., “Explaining Trained Neural Networks with Semantic Web Technologies: First Steps”, Twelveth International Workshop on Neural-Symbolic Learning and Reasoning, NeSy. London, UK, 2017.PDF icon 2017-nesy-xai.pdf (2.09 MB)
Ambient Assisted Living
S. Quinn, Murphy, N., and Smeaton, A. F., “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.
algorithm
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)
ALC
A. Eberhart, Cheatham, M., and Hitzler, P., “Pseudo-Random ALC Syntax Generation”, in The Semantic Web: ESWC 2018 Satellite Events - ESWC 2018 Satellite Events, Heraklion, Crete, Greece, June 3-7, 2018, Revised Selected Papers, Heraklion, Crete, Greece, 2018, vol. 11155, pp. 19–22.PDF icon Pseudo_Random_ALC_Syntax_Generation.pdf (134.95 KB)
Activity
A. Abdalla, Hu, Y., Carral, D., Li, N., and Janowicz, K., “An Ontology Design Pattern for Activity Reasoning”, in Proceedings of the 5th Workshop on Ontology and Semantic Web Patterns (WOP2014) co-located with the 13th International Semantic Web Conference {(ISWC} 2014), Riva del Garda, Italy, October 19, 2014., 2014, pp. 78–81.PDF icon An Ontology Design Pattern for Activity Reasoning.pdf (197.64 KB)

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