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ORCIDAbhilekha Dalal
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2020 – today
- 2024
[c7]Abhilekha Dalal, Rushrukh Rayan, Adrita Barua, Eugene Y. Vasserman, Md. Kamruzzaman Sarker, Pascal Hitzler:
On the Value of Labeled Data and Symbolic Methods for Hidden Neuron Activation Analysis. NeSy (2) 2024: 109-131- [c6]Abhilekha Dalal, Rushrukh Rayan, Pascal Hitzler:
Error-Margin Analysis for Hidden Neuron Activation Labels. NeSy (2) 2024: 149-164 - [c5]Samatha Ereshi Akkamahadevi, Abhilekha Dalal, Pascal Hitzler:
Automating CNN Neuron Interpretation using Concept Induction. ISWC (Posters/Demos/Industry) 2024 - [i6]Abhilekha Dalal, Rushrukh Rayan, Adrita Barua, Eugene Y. Vasserman, Md. Kamruzzaman Sarker, Pascal Hitzler:
On the Value of Labeled Data and Symbolic Methods for Hidden Neuron Activation Analysis. CoRR abs/2404.13567 (2024) - [i5]Abhilekha Dalal, Rushrukh Rayan, Pascal Hitzler:
Error-margin Analysis for Hidden Neuron Activation Labels. CoRR abs/2405.09580 (2024) - [i4]Abhilekha Dalal, Pascal Hitzler:
ConceptLens: from Pixels to Understanding. CoRR abs/2410.05311 (2024) - [i3]Cogan Shimizu, Shirly Stephen, Adrita Barua, Ling Cai, Antrea Christou, Kitty Currier, Abhilekha Dalal, Colby K. Fisher, Pascal Hitzler, Krzysztof Janowicz, Wenwen Li, Zilong Liu, Mohammad Saeid Mahdavinejad, Gengchen Mai, Dean Rehberger, Mark Schildhauer, Meilin Shi, Sanaz Saki Norouzi, Yuanyuan Tian, Sizhe Wang, Zhangyu Wang, Joseph Zalewski, Lu Zhou, Rui Zhu:
The KnowWhereGraph Ontology. CoRR abs/2410.13948 (2024) - 2023
- [c4]Cogan Shimizu, Shirly Stephen, Rui Zhu, Kitty Currier, Mark Schildhauer, Dean Rehberger, Pascal Hitzler, Krzysztof Janowicz, Colby K. Fisher, Mohammad Saeid Mahdavinejad, Antrea Christou, Adrita Barua, Abhilekha Dalal, Sanaz Saki Norouzi, Zilong Liu, Meilin Shi, Ling Cai, Gengchen Mai, Zhangyu Wang, Yuanyuan Tian:
The KnowWhereGraph Ontology: A Showcase. JOWO 2023 - [c3]Cogan Shimizu, Shirly Stephen, Antrea Christou, Kitty Currier, Mohammad Saeid Mahdavinejad, Sanaz Saki Norouzi, Abhilekha Dalal, Adrita Barua, Colby K. Fisher
, Anthony D'Onofrio, Thomas Thelen, Krzysztof Janowicz, Dean Rehberger, Mark Schildhauer, Pascal Hitzler:
KnowWhereGraph-Lite: A Perspective of the KnowWhereGraph. KGSWC 2023: 199-212 - [i2]Abhilekha Dalal, Md. Kamruzzaman Sarker, Adrita Barua, Pascal Hitzler:
Explaining Deep Learning Hidden Neuron Activations using Concept Induction. CoRR abs/2301.09611 (2023) - [i1]Abhilekha Dalal, Md. Kamruzzaman Sarker, Adrita Barua, Eugene Y. Vasserman, Pascal Hitzler:
Understanding CNN Hidden Neuron Activations Using Structured Background Knowledge and Deductive Reasoning. CoRR abs/2308.03999 (2023) - 2021
- [c2]Abhilekha Dalal, Cogan Shimizu, Pascal Hitzler:
Bridging Upper Ontology and Modular Ontology Modeling: a Tool and Evaluation. KGSWC 2021: 16-30 - 2020
- [c1]Abhilekha Dalal, Cogan Shimizu, Pascal Hitzler:
Modular Ontology Modeling Meets Upper Ontologies: The Upper Ontology Alignment Tool. ISWC (Demos/Industry) 2020: 119-124
Coauthor Index
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