Abhilekha Dalal

According to our database, Abhilekha Dalal authored at least 14 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of three.

2025

The KnowWhereGraph: A Large-Scale Geo-Knowledge Graph for Interdisciplinary Knowledge Discovery and Geo-Enrichment.

Rui Zhu, Cogan Shimizu, Shirly Stephen, Colby K. Fisher, Thomas Thelen, Kitty Currier, Krzysztof Janowicz, Pascal Hitzler, Mark Schildhauer, Wenwen Li, Dean Rehberger, Adrita Barua, Antrea Christou, Ling Cai, Abhilekha Dalal, Anthony D'Onofrio, Andrew Eells, Mitchell Faulk, Zilong Liu, Gengchen Mai, Mohammad Saeid Mahdavinejad, Bryce D. Mecum, Sanaz Saki Norouzi, Meilin Shi, Yuanyuan Tian, Sizhe Wang, Zhangyu Wang, Joseph Zalewski

CoRR, February, 2025

The KnowWhereGraph ontology.

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

J. Web Semant., 2025

Evaluation of Concept Induction in Explainable AI Using Multiple Datasets.

Samatha Ereshi Akkamahadevi, Abhilekha Dalal, Pascal Hitzler

Proceedings of the 2025 AAAI Spring Symposium Series, 2025

2024

ConceptLens: from Pixels to Understanding.

Abhilekha Dalal, Pascal Hitzler

CoRR, 2024

Understanding CNN Hidden Neuron Activations using Concept Induction over Background Knowledge.

Abhilekha Dalal

Proceedings of the Doctoral Consortium at ISWC 2024 co-located with the 23rd International Semantic Web Conference (ISWC 2024), 2024

Automating CNN Neuron Interpretation using Concept Induction.

Samatha Ereshi Akkamahadevi, Abhilekha Dalal, Pascal Hitzler

Proceedings of the ISWC 2024 Posters, 2024

Error-Margin Analysis for Hidden Neuron Activation Labels.

Abhilekha Dalal, Rushrukh Rayan, Pascal Hitzler

Proceedings of the Neural-Symbolic Learning and Reasoning - 18th International Conference, 2024

On the Value of Labeled Data and Symbolic Methods for Hidden Neuron Activation Analysis.

Abhilekha Dalal, Rushrukh Rayan, Adrita Barua, Eugene Y. Vasserman, Md. Kamruzzaman Sarker, Pascal Hitzler

Proceedings of the Neural-Symbolic Learning and Reasoning - 18th International Conference, 2024

2023

Understanding CNN Hidden Neuron Activations Using Structured Background Knowledge and Deductive Reasoning.

Abhilekha Dalal, Md. Kamruzzaman Sarker, Adrita Barua, Eugene Y. Vasserman, Pascal Hitzler

CoRR, 2023

Explaining Deep Learning Hidden Neuron Activations using Concept Induction.

Abhilekha Dalal, Md. Kamruzzaman Sarker, Adrita Barua, Pascal Hitzler

CoRR, 2023

KnowWhereGraph-Lite: A Perspective of the KnowWhereGraph.

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

Proceedings of the Knowledge Graphs and Semantic Web, 2023

The KnowWhereGraph Ontology: A Showcase.

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

Proceedings of the Joint Ontology Workshops 2023 Episode IX: The Quebec Summer of Ontology co-located with the 13th International Conference on Formal Ontology in Information Systems (FOIS 2023), 2023

2021

Bridging Upper Ontology and Modular Ontology Modeling: a Tool and Evaluation.

Abhilekha Dalal, Cogan Shimizu, Pascal Hitzler

Proceedings of the Knowledge Graphs and Semantic Web, 2021

2020

Modular Ontology Modeling Meets Upper Ontologies: The Upper Ontology Alignment Tool.

Abhilekha Dalal, Cogan Shimizu, Pascal Hitzler

Proceedings of the ISWC 2020 Demos and Industry Tracks: From Novel Ideas to Industrial Practice co-located with 19th International Semantic Web Conference (ISWC 2020), 2020