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Journal Articles
- 2022
[j3]Bimal Bhattarai
, Ole-Christoffer Granmo, Lei Jiao:
Word-level human interpretable scoring mechanism for novel text detection using Tsetlin Machines. Appl. Intell. 52(15): 17465-17489 (2022)- 2019
- [j2]Bimal Bhattarai, Rohan Kumar Yadav, Hui-Seon Gang, Jae-Young Pyun:
Geomagnetic Field Based Indoor Landmark Classification Using Deep Learning. IEEE Access 7: 33943-33956 (2019) - [j1]Rohan Kumar Yadav, Bimal Bhattarai, Hui-Seon Gang, Jae-Young Pyun:
Trusted K Nearest Bayesian Estimation for Indoor Positioning System. IEEE Access 7: 51484-51498 (2019)
Conference and Workshop Papers
- 2024
- [c9]Bimal Bhattarai, Ole-Christoffer Granmo, Lei Jiao, Rohan Kumar Yadav, Jivitesh Sharma:
Tsetlin Machine Embedding: Representing Words Using Logical Expressions. EACL (Findings) 2024: 1512-1522 - 2023
- [c8]Bimal Bhattarai, Ole-Christoffer Granmo, Lei Jiao:
An Interpretable Knowledge Representation Framework for Natural Language Processing with Cross-Domain Application. ECIR (1) 2023: 167-181 - [c7]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:
Building Concise Logical Patterns by Constraining Tsetlin Machine Clause Size. IJCAI 2023: 3395-3403 - [c6]Bimal Bhattarai, Rupsa Saha, Ole-Christoffer Granmo, Vladimir Zadorozhny, Jiawei Xu:
A Logic-Based Explainable Framework for Relation Classification of Human Rights Violations. NMR 2023: 14-21 - 2022
- [c5]Bimal Bhattarai, Ole-Christoffer Granmo, Lei Jiao:
ConvTextTM: An Explainable Convolutional Tsetlin Machine Framework for Text Classification. LREC 2022: 3761-3770 - [c4]Bimal Bhattarai, Ole-Christoffer Granmo, Lei Jiao:
Explainable Tsetlin Machine Framework for Fake News Detection with Credibility Score Assessment. LREC 2022: 4894-4903 - 2021
- [c3]Bimal Bhattarai, Ole-Christoffer Granmo, Lei Jiao:
A Tsetlin Machine Framework for Universal Outlier and Novelty Detection. ICAART (Revised Selected Papers) 2021: 250-268 - [c2]Bimal Bhattarai, Ole-Christoffer Granmo, Lei Jiao:
Measuring the Novelty of Natural Language Text using the Conjunctive Clauses of a Tsetlin Machine Text Classifier. ICAART (2) 2021: 410-417 - [c1]Kuruge Darshana Abeyrathna, Bimal Bhattarai, Morten Goodwin, Saeed Rahimi Gorji, Ole-Christoffer Granmo, Lei Jiao, Rupsa Saha, Rohan Kumar Yadav:
Massively Parallel and Asynchronous Tsetlin Machine Architecture Supporting Almost Constant-Time Scaling. ICML 2021: 10-20
Data and Artifacts
- 2022
- [d1]Bimal Bhattarai, Rohan Kumar Yadav, Hui-Seon Gang, Jae-Young Pyun:
Geomagnetic Field Based Indoor Landmark Classification Using Deep Learning. IEEE DataPort, 2022
Informal and Other Publications
- 2024
- [i9]Vojtech Halenka, Ahmed K. Kadhim, Paul F. A. Clarke, Bimal Bhattarai, Rupsa Saha, Ole-Christoffer Granmo, Lei Jiao, Per-Arne Andersen:
Exploring Effects of Hyperdimensional Vectors for Tsetlin Machines. CoRR abs/2406.02648 (2024) - 2023
- [i8]Bimal Bhattarai, Ole-Christoffer Granmo, Lei Jiao, Rohan Kumar Yadav, Jivitesh Sharma:
Tsetlin Machine Embedding: Representing Words Using Logical Expressions. CoRR abs/2301.00709 (2023) - [i7]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:
Building Concise Logical Patterns by Constraining Tsetlin Machine Clause Size. CoRR abs/2301.08190 (2023) - [i6]Emilia Przybysz, Bimal Bhattarai, Cosimo Persia, Ana Ozaki, Ole-Christoffer Granmo, Jivitesh Sharma:
Verifying Properties of Tsetlin Machines. CoRR abs/2303.14464 (2023) - [i5]Bimal Bhattarai, Ole-Christoffer Granmo, Lei Jiao, Per-Arne Andersen, Svein Anders Tunheim, Rishad A. Shafik, Alex Yakovlev:
Contracting Tsetlin Machine with Absorbing Automata. CoRR abs/2310.11481 (2023) - 2021
- [i4]Bimal Bhattarai, Ole-Christoffer Granmo, Lei Jiao:
Word-level Human Interpretable Scoring Mechanism for Novel Text Detection Using Tsetlin Machines. CoRR abs/2105.04708 (2021) - [i3]Bimal Bhattarai, Ole-Christoffer Granmo, Lei Jiao:
Explainable Tsetlin Machine framework for fake news detection with credibility score assessment. CoRR abs/2105.09114 (2021) - 2020
- [i2]Kuruge Darshana Abeyrathna, Bimal Bhattarai, Morten Goodwin, Saeed Rahimi Gorji, Ole-Christoffer Granmo, Lei Jiao, Rupsa Saha, Rohan Kumar Yadav:
Massively Parallel and Asynchronous Tsetlin Machine Architecture Supporting Almost Constant-Time Scaling. CoRR abs/2009.04861 (2020) - [i1]Bimal Bhattarai, Ole-Christoffer Granmo, Lei Jiao:
Measuring the Novelty of Natural Language Text Using the Conjunctive Clauses of a Tsetlin Machine Text Classifier. CoRR abs/2011.08755 (2020)
Coauthor Index
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