PH
Pascal Hitzler
cs.AIcs.LGcs.LOcs.CLcs.CVcs.DBcs.HCcs.NEartificial intelligenceBiomedical knowledge repository
On Valency
published · living versionsW_we8nuu8b·v1 · currentpublished
Bridging Neural Representations and Symbolic Semantics in Audio Classification
with Avishek Das
1 version
Preprints & journals
44 papers in the corpus · 2004–2026A Case Study on Concept Induction for Neuron-Level Interpretability in CNN2603.00197v1 · Moumita Sen Sarma, Samatha Ereshi Akkamahadevi, Pascal Hitzler2026 · 0 citationsarXiv
An Ontology for Representing Curriculum and Learning Material2506.05751v1 · Antrea Christou, Chris Davis Jaldi, Joseph Zalewski et al.2025 · 0 citationsarXiv
From Field Data to Global Food Systems Intelligence: A Semantic Graph Framework for Sustainable Wheat Production2502.19507v2 · Nirmal Gelal, Aastha Gautam, Soheil Abadifard et al.2025 · 0 citationsarXiv
The KnowWhereGraph: A Large-Scale Geo-Knowledge Graph for Interdisciplinary Knowledge Discovery and Geo-Enrichment2502.13874v2 · Rui Zhu, Cogan Shimizu, Shirly Stephen et al.2025 · 5 citationsarXiv
Aligning Generalisation Between Humans and Machines2411.15626v2 · Filip Ilievski, Barbara Hammer, Frank van Harmelen et al.2024 · 1 citationarXiv
Accelerating Knowledge Graph and Ontology Engineering with Large Language Models2411.09601v1 · Cogan Shimizu, Pascal Hitzler2024 · 42 citationsarXiv
Ontology Population using LLMs2411.01612v1 · Sanaz Saki Norouzi, Adrita Barua, Antrea Christou et al.2024 · 12 citationsarXiv
The KnowWhereGraph Ontology2410.13948v1 · Cogan Shimizu, Shirly Stephe, Adrita Barua et al.2024 · 21 citationsarXiv
ConceptLens: from Pixels to Understanding2410.05311v1 · Abhilekha Dalal, Pascal Hitzler2024 · 0 citationsarXiv
Knowledge in Triples for LLMs: Enhancing Table QA Accuracy with Semantic Extraction2409.14192v2 · Hossein Sholehrasa, Sanaz Saki Norouzi, Pascal Hitzler et al.2024 · 0 citationsarXiv
They Look Like Each Other: Case-based Reasoning for Explainable Depression Detection on Twitter using Large Language Models2407.21041v1 · Mohammad Saeid Mahdavinejad, Peyman Adibi, Amirhassan Monadjemi et al.2024 · 1 citationarXiv
Error-margin Analysis for Hidden Neuron Activation Labels2405.09580v1 · Abhilekha Dalal, Rushrukh Rayan, Pascal Hitzler2024 · 1 citationarXiv
On the Value of Labeled Data and Symbolic Methods for Hidden Neuron Activation Analysis2404.13567v1 · Abhilekha Dalal, Rushrukh Rayan, Adrita Barua et al.2024 · 7 citationsarXiv
Concept Induction using LLMs: a user experiment for assessment2404.11875v2 · Adrita Barua, Cara Widmer, Pascal Hitzler2024 · 8 citationsNeural-Symbolic Learning and Reasoning, NeSy 2024, Lecture Notes in Computer Science, vol. 14980, pp. 132-148, 2024
Towards Complex Ontology Alignment using Large Language Models2404.10329v2 · Reihaneh Amini, Sanaz Saki Norouzi, Pascal Hitzler et al.2024 · 14 citationsarXiv
Commonsense Ontology Micropatterns2402.18715v1 · Andrew Eells, Brandon Dave, Pascal Hitzler et al.2024 · 2 citationsarXiv
On the Psychology of GPT-4: Moderately anxious, slightly masculine, honest, and humble2402.01777v1 · Adrita Barua, Gary Brase, Ke Dong et al.2024 · 2 citationsarXiv
Conversational Ontology Alignment with ChatGPT2308.09217v1 · Sanaz Saki Norouzi, Mohammad Saeid Mahdavinejad, Pascal Hitzler2023 · 7 citationsarXiv
Understanding CNN Hidden Neuron Activations Using Structured Background Knowledge and Deductive Reasoning2308.03999v2 · Abhilekha Dalal, Md Kamruzzaman Sarker, Adrita Barua et al.2023 · 0 citationsarXiv
A Modular Ontology for MODS -- Metadata Object Description Schema2308.00116v1 · Rushrukh Rayan, Cogan Shimizu, Heidi Sieverding et al.2023 · 1 citationarXiv
An Ontology Design Pattern for Role-Dependent Names2305.02077v1 · Rushrukh Rayan, Cogan Shimizu, Pascal Hitzler2023 · 0 citationsarXiv
Explaining Deep Learning Hidden Neuron Activations using Concept Induction2301.09611v1 · Abhilekha Dalal, Md Kamruzzaman Sarker, Adrita Barua et al.2023 · 0 citationsarXiv
Towards Human-Compatible XAI: Explaining Data Differentials with Concept Induction over Background Knowledge2209.13710v1 · Cara Widmer, Md Kamruzzaman Sarker, Srikanth Nadella et al.2022 · 10 citationsarXiv
Ontology Design Facilitating Wikibase Integration -- and a Worked Example for Historical Data2205.14032v1 · Cogan Shimizu, Andrew Eells, Seila Gonzalez et al.2022 · 4 citationsarXiv
Neuro-symbolic approaches in artificial intelligence.35673530 · Hitzler, Pascal, Eberhart, Aaron, Ebrahimi, Monireh et al.2022 · 167 citationsNational science review. 2022;9(6):nwac035
On the Capabilities of Pointer Networks for Deep Deductive Reasoning2106.09225v1 · Monireh Ebrahimi, Aaron Eberhart, Pascal Hitzler2021 · 3 citationsarXiv
Neuro-Symbolic Artificial Intelligence: Current Trends2105.05330v2 · Md Kamruzzaman Sarker, Lu Zhou, Aaron Eberhart et al.2021 · 42 citationsarXiv
Multimodal mental health analysis in social media.32275658 · Yazdavar, Amir Hossein, Mahdavinejad, Mohammad Saeid, Bajaj, Goonmeet et al.2020 · 133 citationsPloS one. 2020;15(4):e0226248
Neural Fuzzy Extractors: A Secure Way to Use Artificial Neural Networks for Biometric User Authentication2003.08433v2 · Abhishek Jana, Bipin Paudel, Md Kamruzzaman Sarker et al.2020 · 9 citationsProceedings on Privacy Enhancing Technologies, 2022, volume 4, pages 86-104
Completion Reasoning Emulation for the Description Logic EL+1912.05063v1 · Aaron Eberhart, Monireh Ebrahimi, Lu Zhou et al.2019 · 2 citationsarXiv
Efficient Concept Induction for Description Logics1812.03243v1 · Md Kamruzzaman Sarker, Pascal Hitzler2018 · 34 citationsarXiv
Reasoning over RDF Knowledge Bases using Deep Learning1811.04132v1 · Monireh Ebrahimi, Md Kamruzzaman Sarker, Federico Bianchi et al.2018 · 11 citationsarXiv
Modeling OWL with Rules: The ROWL Protege Plugin1808.10104v1 · Md. Kamruzzaman Sarker, David Carral, Adila A. Krisnadhi et al.2018 · 6 citationsS. Md Kamruzzaman, Carral, D., Krisnadhi, A., and Hitzler, P., Modeling OWL with Rules: The ROWL Protege Plugin Kobe, Japan, 2016
OWLAx: A Protege Plugin to Support Ontology Axiomatization through Diagramming1808.10105v1 · Md. Kamruzzaman Sarker, Adila A. Krisnadhi, Pascal Hitzler2018 · 18 citationsThe 15th International Semantic Web Conference (ISWC 2016) Kobe, Japan
Rule-based OWL Modeling with ROWLTab Protege Plugin1808.10108v1 · Md. Kamruzzaman Sarker, Adila Krisnadhi, David Carral et al.2018 · 13 citations14th ESWC 2017, Portoroz, Slovenia
A Tutorial on Modular Ontology Modeling with Ontology Design Patterns: The Cooking Recipes Ontology1808.08433v1 · Pascal Hitzler, Adila Krisnadhi2018 · 13 citationsarXiv
Relating Input Concepts to Convolutional Neural Network Decisions1711.08006v1 · Ning Xie, Md Kamruzzaman Sarker, Derek Doran et al.2017 · 9 citationsarXiv
Neural-Symbolic Learning and Reasoning: A Survey and Interpretation1711.03902v1 · Tarek R. Besold, Artur d'Avila Garcez, Sebastian Bader et al.2017 · 243 citationsarXiv
On the Ontological Modeling of Trees1710.05096v1 · David Carral, Pascal Hitzler, Hilmar Lapp et al.2017 · 3 citationsarXiv
Explaining Trained Neural Networks with Semantic Web Technologies: First Steps1710.04324v1 · Md Kamruzzaman Sarker, Ning Xie, Derek Doran et al.2017 · 39 citationsarXiv
Type-elimination-based reasoning for the description logic SHIQbs using decision diagrams and disjunctive datalog1202.0914v2 · Sebastian Rudolph, Markus Krotzsch, Pascal Hitzler2012 · 33 citationsLogical Methods in Computer Science, Volume 8, Issue 1 (February 27, 2012) lmcs:806
Provenance Context Entity (PaCE): Scalable Provenance Tracking for Scientific RDF Data.25621321 · Sahoo, Satya S, Bodenreider, Olivier, Hitzler, Pascal et al.2025 · 29 citationsScientific and statistical database management : International Conference, SSDBM ... : proceedings. International Conference on Scientific and Statistical Database Management. 2010;6187:461-470
Towards a unified theory of logic programming semantics: Level mapping characterizations of selector generated modelscs/0511038v1 · Pascal Hitzler, Sibylle Schwarz2005 · 0 citationsarXiv
A Categorical View on Algebraic Lattices in Formal Concept Analysiscs/0410065v1 · Pascal Hitzler, Markus Krotzsch, Guo-Qiang Zhang2004 · 35 citationsFundam. Inform. 74:2-3 (2006) 301-328
Career total: 544 works. 44 are in this corpus.
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