Bimal Bhattarai

According to our database, Bimal Bhattarai authored at least 17 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Pruning Literals for Highly Efficient Explainability at Word Level.

Rohan Kumar Yadav, Bimal Bhattarai, Abhik Jana, Lei Jiao, Seid Muhie Yimam

CoRR, 2024

Exploring Effects of Hyperdimensional Vectors for Tsetlin Machines.

Vojtech Halenka, Ahmed K. Kadhim, Paul F. A. Clarke, Bimal Bhattarai, Rupsa Saha, Ole-Christoffer Granmo, Lei Jiao, Per-Arne Andersen

CoRR, 2024

Tsetlin Machine Embedding: Representing Words Using Logical Expressions.

Bimal Bhattarai, Ole-Christoffer Granmo, Lei Jiao, Rohan Kumar Yadav, Jivitesh Sharma

Proceedings of the Findings of the Association for Computational Linguistics: EACL 2024, 2024

2023

Contracting Tsetlin Machine with Absorbing Automata.

Bimal Bhattarai, Ole-Christoffer Granmo, Lei Jiao, Per-Arne Andersen, Svein Anders Tunheim, Rishad A. Shafik, Alex Yakovlev

CoRR, 2023

Verifying Properties of Tsetlin Machines.

Emilia Przybysz, Bimal Bhattarai, Cosimo Persia, Ana Ozaki, Ole-Christoffer Granmo, Jivitesh Sharma

CoRR, 2023

A Logic-Based Explainable Framework for Relation Classification of Human Rights Violations.

Bimal Bhattarai, Rupsa Saha, Ole-Christoffer Granmo, Vladimir Zadorozhny, Jiawei Xu

Proceedings of the 21st International Workshop on Non-Monotonic Reasoning co-located with the 20th International Conference on Principles of Knowledge Representation and Reasoning (KR 2023) and co-located with the 36th International Workshop on Description Logics (DL 2023), 2023

Building Concise Logical Patterns by Constraining Tsetlin Machine Clause Size.

Kuruge Darshana Abeyrathna, Ahmed Abdulrahem Othman Abouzeid, Bimal Bhattarai, Charul Giri, Sondre Glimsdal, Ole-Christoffer Granmo, Lei Jiao, Rupsa Saha, Jivitesh Sharma, Svein Anders Tunheim, Xuan Zhang

Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

An Interpretable Knowledge Representation Framework for Natural Language Processing with Cross-Domain Application.

Bimal Bhattarai, Ole-Christoffer Granmo, Lei Jiao

Proceedings of the Advances in Information Retrieval, 2023

2022

Geomagnetic Field Based Indoor Landmark Classification Using Deep Learning.

Bimal Bhattarai, Rohan Kumar Yadav, Hui-Seon Gang, Jae-Young Pyun

Dataset, May, 2022

Word-level human interpretable scoring mechanism for novel text detection using Tsetlin Machines.

Bimal Bhattarai, Ole-Christoffer Granmo, Lei Jiao

Appl. Intell., 2022

Explainable Tsetlin Machine Framework for Fake News Detection with Credibility Score Assessment.

Bimal Bhattarai, Ole-Christoffer Granmo, Lei Jiao

Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022

ConvTextTM: An Explainable Convolutional Tsetlin Machine Framework for Text Classification.

Bimal Bhattarai, Ole-Christoffer Granmo, Lei Jiao

Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022

2021

Massively Parallel and Asynchronous Tsetlin Machine Architecture Supporting Almost Constant-Time Scaling.

Kuruge Darshana Abeyrathna, Bimal Bhattarai, Morten Goodwin, Saeed Rahimi Gorji, Ole-Christoffer Granmo, Lei Jiao, Rupsa Saha, Rohan Kumar Yadav

Proceedings of the 38th International Conference on Machine Learning, 2021

Measuring the Novelty of Natural Language Text using the Conjunctive Clauses of a Tsetlin Machine Text Classifier.

Bimal Bhattarai, Ole-Christoffer Granmo, Lei Jiao

Proceedings of the 13th International Conference on Agents and Artificial Intelligence, 2021

A Tsetlin Machine Framework for Universal Outlier and Novelty Detection.

Bimal Bhattarai, Ole-Christoffer Granmo, Lei Jiao

Proceedings of the Agents and Artificial Intelligence - 13th International Conference, 2021

2019

Trusted K Nearest Bayesian Estimation for Indoor Positioning System.

Rohan Kumar Yadav, Bimal Bhattarai, Hui-Seon Gang, Jae-Young Pyun

IEEE Access, 2019

Geomagnetic Field Based Indoor Landmark Classification Using Deep Learning.

Bimal Bhattarai, Rohan Kumar Yadav, Hui-Seon Gang, Jae-Young Pyun

IEEE Access, 2019