Ontology Reasoning with Deep Neural Networks

24 August 2018

Papers citing "Ontology Reasoning with Deep Neural Networks"

37 / 37 papers shown

Title
A Study on Neuro-Symbolic Artificial Intelligence: Healthcare Perspectives Delower Hossain Jake Y Chen NAI 47 1 0 23 Mar 2025
PhantomWiki: On-Demand Datasets for Reasoning and Retrieval Evaluation Albert Gong Kamilė Stankevičiūtė Chao-gang Wan Anmol Kabra Raphael Thesmar Johann Lee Julius Klenke Carla P. Gomes Kilian Q. Weinberger RALM LRM 62 0 0 27 Feb 2025
Dealing with Inconsistency for Reasoning over Knowledge Graphs: A Survey Anastasios Nentidis C. Akasiadis Angelos Charalambidis A. Artikis 65 0 0 26 Feb 2025
Towards Efficient Neuro-Symbolic AI: From Workload Characterization to Hardware Architecture Zishen Wan Che-Kai Liu Hanchen Yang Ritik Raj Chaojian Li ... Yingyan Celine Lin Mohamed Ibrahim Jan M. Rabaey Tushar Krishna A. Raychowdhury 44 8 0 20 Sep 2024
On the use of neurosymbolic AI for defending against cyber attacks G. Grov Jonas Halvorsen Magnus Wiik Eckhoff Bjørn Jervell Hansen Martin Eian Vasileios Mavroeidis AAML NAI 35 0 0 09 Aug 2024
Aligning Knowledge Graphs Provided by Humans and Generated from Neural Networks in Specific Tasks Tangrui Li Jun Zhou 35 0 0 23 Apr 2024
Interactive Ontology Matching with Cost-Efficient Learning Bin Cheng Jonathan Fürst Tobias Jacobs Celia Garrido-Hidalgo 30 2 0 11 Apr 2024
Combining Machine Learning and Ontology: A Systematic Literature Review Sarah Ghidalia Ouassila Labbani-Narsis Aurélie Bertaux Christophe Nicolle AI4CE 25 6 0 15 Jan 2024
Towards Cognitive AI Systems: a Survey and Prospective on Neuro-Symbolic AI Zishen Wan Che-Kai Liu Hanchen Yang Chaojian Li Haoran You Yonggan Fu Cheng Wan Tushar Krishna Yingyan Lin A. Raychowdhury AAML 33 19 0 02 Jan 2024
Scalable Semantic Non-Markovian Simulation Proxy for Reinforcement Learning Kaustuv Mukherji Devendra Parkar Lahari Pokala Dyuman Aditya Paulo Shakarian Clark Dorman 24 2 0 10 Oct 2023
Neuro-Symbolic Recommendation Model based on Logic Query Maonian Wu Bang-Chao Chen Shaojun Zhu Bo Zheng Wei Peng Mingyi Zhang NAI 59 3 0 14 Sep 2023
Neuro-Symbolic RDF and Description Logic Reasoners: The State-Of-The-Art and Challenges Gunjan Singh S. Bhatia Raghava Mutharaju NAI 17 2 0 09 Aug 2023
A Multi-Task Perspective for Link Prediction with New Relation Types and Nodes Jincheng Zhou Beatrice Bevilacqua Bruno Ribeiro 32 7 0 12 Jul 2023
Large Language Models are In-Context Semantic Reasoners rather than Symbolic Reasoners Xiaojuan Tang Zilong Zheng Jiaqi Li Fanxu Meng Song-Chun Zhu Yitao Liang Muhan Zhang ReLM LRM 26 53 0 24 May 2023
A preferential interpretation of MultiLayer Perceptrons in a conditional logic with typicality Mario Alviano Francesco Bartoli Marco Botta Roberto Esposito Laura Giordano Daniele Theseider Dupré 24 6 0 29 Apr 2023
PyReason: Software for Open World Temporal Logic Dyuman Aditya Kaustuv Mukherji Srikar Balasubramanian Abhiraj Chaudhary Paulo Shakarian OffRL LRM AI4CE NAI 33 12 0 27 Feb 2023
Extensions to Generalized Annotated Logic and an Equivalent Neural Architecture Paulo Shakarian Gerardo I. Simari NAI 37 4 0 23 Feb 2023
Knowledge-enhanced Neural Machine Reasoning: A Review Tanmoy Chowdhury Chen Ling Xuchao Zhang Xujiang Zhao Guangji Bai Jian Pei Haifeng Chen Liang Zhao 44 7 0 04 Feb 2023
Causal Lifting and Link Prediction Leonardo Cotta Beatrice Bevilacqua Nesreen Ahmed Bruno Ribeiro CML 22 5 0 02 Feb 2023
RulE: Knowledge Graph Reasoning with Rule Embedding Xiaojuan Tang Song-Chun Zhu Yitao Liang Muhan Zhang 15 2 0 24 Oct 2022
Embeddings as Epistemic States: Limitations on the Use of Pooling Operators for Accumulating Knowledge Steven Schockaert FAtt 19 4 0 11 Oct 2022
Rethinking Knowledge Graph Evaluation Under the Open-World Assumption Haotong Yang Zhouchen Lin Muhan Zhang 16 9 0 19 Sep 2022
FALCON: Scalable Reasoning over Inconsistent ALC Ontologies Tilman Hinnerichs Zhenwei Tang X. Peng Xiangliang Zhang R. Hoehndorf 16 4 0 16 Aug 2022
Differentiable programming: Generalization, characterization and limitations of deep learning Adrián Hernández G. Millérioux José M. Amigó 12 2 0 13 May 2022
Region-Based Merging of Open-Domain Terminological Knowledge Zied Bouraoui S. Konieczny Thanh Ma Nicolas Schwind I. Varzinczak 9 2 0 05 May 2022
From Common Sense Reasoning to Neural Network Models through Multiple Preferences: an overview Laura Giordano Valentina Gliozzi Daniele Theseider Dupré SSeg AI4CE 34 1 0 10 Jul 2021
On the Capabilities of Pointer Networks for Deep Deductive Reasoning Monireh Ebrahimi Aaron Eberhart Pascal Hitzler NAI 8 10 0 17 Jun 2021
Deep Neural Networks for Approximating Stream Reasoning with C-SPARQL Ricardo Ferreira Carolina Magalhães Lopes Ricardo Gonccalves Matthias Knorr L. Krippahl João Leite GNN 16 3 0 15 Jun 2021
Neuro-Symbolic Artificial Intelligence: Current Trends Md Kamruzzaman Sarker Lu Zhou Aaron Eberhart Pascal Hitzler NAI 19 88 0 11 May 2021
A conditional, a fuzzy and a probabilistic interpretation of self-organising maps Laura Giordano Valentina Gliozzi Daniele Theseider Dupré AI4CE 40 23 0 11 Mar 2021
Logic Tensor Networks Samy Badreddine Artur Garcez Luciano Serafini Michael Spranger NAI 70 199 0 25 Dec 2020
Weighted defeasible knowledge bases and a multipreference semantics for a deep neural network model Laura Giordano Daniele Theseider Dupré 36 35 0 24 Dec 2020
That looks interesting! Personalizing Communication and Segmentation with Random Forest Node Embeddings Weiwei Wang Wiebke Eberhardt Stefano Bromuri 22 1 0 13 Sep 2020
Beyond Graph Neural Networks with Lifted Relational Neural Networks Gustav Sourek F. Železný Ondrej Kuzelka NAI 41 17 0 13 Jul 2020
Differentiable programming and its applications to dynamical systems A. Hernández José M. Amigó 11 10 0 17 Dec 2019
Reasoning over RDF Knowledge Bases using Deep Learning Monireh Ebrahimi Md Kamruzzaman Sarker Federico Bianchi Ning Xie Derek Doran Pascal Hitzler ReLM LRM 9 16 0 09 Nov 2018
Logic Tensor Networks for Semantic Image Interpretation Ivan Donadello Luciano Serafini Artur Garcez 59 209 0 24 May 2017