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1809.04547
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Using the Tsetlin Machine to Learn Human-Interpretable Rules for High-Accuracy Text Categorization with Medical Applications
12 September 2018
G. T. Berge
Ole-Christoffer Granmo
Tor Tveit
Morten Goodwin
Lei Jiao
B. Matheussen
VLM
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Papers citing
"Using the Tsetlin Machine to Learn Human-Interpretable Rules for High-Accuracy Text Categorization with Medical Applications"
33 / 33 papers shown
A Methodology for Transparent Logic-Based Classification Using a Multi-Task Convolutional Tsetlin Machine
Mayur Shende
Ole-Christoffer Granmo
Runar Helin
Vladimir Zadorozhny
Rishad Shafik
128
0
0
02 Oct 2025
A Comparative Study of Feature Selection in Tsetlin Machines
Vojtech Halenka
Ole-Christoffer Granmo
Lei Jiao
Per-Arne Andersen
129
0
0
09 Aug 2025
AI-Based Clinical Rule Discovery for NMIBC Recurrence through Tsetlin Machines
Saram Abbas
Naeem Soomro
Rishad Shafik
Rakesh Heer
Kabita Adhikari
152
0
0
26 Jul 2025
Adversarial Attacks on AI-Generated Text Detection Models: A Token Probability-Based Approach Using Embeddings
Ahmed K. Kadhim
Lei Jiao
Rishad Shafik
Ole-Christoffer Granmo
DeLMO
522
7
0
31 Jan 2025
CTMBIDS: Convolutional Tsetlin Machine Based Intrusion Detection System for DDoS attacks in an SDN environment
Rasoul Jafari Gohari
Laya Aliahmadipour
M. Rafsanjani
AAML
155
10
0
05 Sep 2024
Exploring State Space and Reasoning by Elimination in Tsetlin Machines
Ahmed K. Kadhim
Ole-Christoffer Granmo
Lei Jiao
Rishad Shafik
370
4
0
12 Jul 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
361
5
0
04 Jun 2024
An Optimized Toolbox for Advanced Image Processing with Tsetlin Machine Composites
Ylva Gronningsaeter
Halvor S. Smorvik
Ole-Christoffer Granmo
307
12
0
02 Jun 2024
Explainable automatic industrial carbon footprint estimation from bank transaction classification using natural language processing
IEEE Access (IEEE Access), 2024
Jaime González-González
Silvia García-Méndez
Francisco de Arriba-Pérez
Francisco J. González Castaño
Oscar Barba-Seara
252
14
0
23 May 2024
The Sparse Tsetlin Machine: Sparse Representation with Active Literals
Sebastian Østby
Tobias M. Brambo
Sondre Glimsdal
333
2
0
03 May 2024
Efficient Data Fusion using the Tsetlin Machine
Rupsa Saha
Vladimir Zadorozhny
Ole-Christoffer Granmo
169
0
0
26 Oct 2023
Separability and Scatteredness (S&S) Ratio-Based Efficient SVM Regularization Parameter, Kernel, and Kernel Parameter Selection
Pattern Analysis and Applications (PAA), 2023
Mahdi Shamsi
S. Beheshti
176
10
0
17 May 2023
Verifying Properties of Tsetlin Machines
Emilia Przybysz
Bimal Bhattarai
Cosimo Persia
Ana Ozaki
Ole-Christoffer Granmo
Jivitesh Sharma
169
3
0
25 Mar 2023
On the Equivalence of the Weighted Tsetlin Machine and the Perceptron
Jivitesh Sharma
Ole-Christoffer Granmo
Lei Jiao
198
1
0
27 Dec 2022
Self-timed Reinforcement Learning using Tsetlin Machine
A. Wheeldon
Alex Yakovlev
Rishad Shafik
185
12
0
02 Sep 2021
Coalesced Multi-Output Tsetlin Machines with Clause Sharing
Sondre Glimsdal
Ole-Christoffer Granmo
326
37
0
17 Aug 2021
Drop Clause: Enhancing Performance, Interpretability and Robustness of the Tsetlin Machine
Jivitesh Sharma
Rohan Kumar Yadav
Ole-Christoffer Granmo
Lei Jiao
VLM
260
14
0
30 May 2021
Explainable Tsetlin Machine framework for fake news detection with credibility score assessment
International Conference on Language Resources and Evaluation (LREC), 2021
Bimal Bhattarai
Ole-Christoffer Granmo
Lei Jiao
197
57
0
19 May 2021
Word-level Human Interpretable Scoring Mechanism for Novel Text Detection Using Tsetlin Machines
Bimal Bhattarai
Ole-Christoffer Granmo
Lei Jiao
254
23
0
10 May 2021
Enhancing Interpretable Clauses Semantically using Pretrained Word Representation
BlackboxNLP Workshop on Analyzing and Interpreting Neural Networks for NLP (BlackBoxNLP), 2021
Rohan Kumar Yadav
Lei Jiao
Ole-Christoffer Granmo
Morten Goodwin
NAI
287
18
0
14 Apr 2021
A Relational Tsetlin Machine with Applications to Natural Language Understanding
Journal of Intelligence and Information Systems (JIIS), 2021
Rupsa Saha
Ole-Christoffer Granmo
Vladimir Zadorozhny
Morten Goodwin
NAI
242
28
0
22 Feb 2021
On the Convergence of Tsetlin Machines for the XOR Operator
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021
Lei Jiao
Xuan Zhang
Ole-Christoffer Granmo
Kuruge Darshana Abeyrathna
311
39
0
07 Jan 2021
Measuring the Novelty of Natural Language Text Using the Conjunctive Clauses of a Tsetlin Machine Text Classifier
International Conference on Agents and Artificial Intelligence (ICAART), 2020
Bimal Bhattarai
Ole-Christoffer Granmo
Lei Jiao
186
35
0
17 Nov 2020
Massively Parallel and Asynchronous Tsetlin Machine Architecture Supporting Almost Constant-Time Scaling
International Conference on Machine Learning (ICML), 2020
Kuruge Darshana Abeyrathna
Bimal Bhattarai
Morten Goodwin
S. Gorji
Ole-Christoffer Granmo
Lei Jiao
Rupsa Saha
Rohan Kumar Yadav
LRM
330
45
0
10 Sep 2020
Closed-Form Expressions for Global and Local Interpretation of Tsetlin Machines with Applications to Explaining High-Dimensional Data
International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems (IEA/AIE), 2020
Christopher D. Blakely
Ole-Christoffer Granmo
171
17
0
27 Jul 2020
A Novel Multi-Step Finite-State Automaton for Arbitrarily Deterministic Tsetlin Machine Learning
Kuruge Darshana Abeyrathna
Ole-Christoffer Granmo
Rishad Shafik
Alex Yakovlev
A. Wheeldon
Jie Lei
Morten Goodwin
AI4CE
218
16
0
04 Jul 2020
Extending the Tsetlin Machine With Integer-Weighted Clauses for Increased Interpretability
Kuruge Darshana Abeyrathna
Ole-Christoffer Granmo
Morten Goodwin
192
47
0
11 May 2020
Increasing the Inference and Learning Speed of Tsetlin Machines with Clause Indexing
International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems (IEA/AIE), 2020
S. Gorji
Ole-Christoffer Granmo
Sondre Glimsdal
J. Edwards
M. G. Olsen
AI4CE
201
16
0
07 Apr 2020
A Regression Tsetlin Machine with Integer Weighted Clauses for Compact Pattern Representation
Kuruge Darshana Abeyrathna
Ole-Christoffer Granmo
M. G. Olsen
150
6
0
04 Feb 2020
The Weighted Tsetlin Machine: Compressed Representations with Weighted Clauses
Adrian Phoulady
Ole-Christoffer Granmo
S. Gorji
H. A. Phoulady
279
9
0
28 Nov 2019
The Convolutional Tsetlin Machine
Ole-Christoffer Granmo
Sondre Glimsdal
Lei Jiao
M. G. Olsen
C. Omlin
G. T. Berge
342
100
0
23 May 2019
The Regression Tsetlin Machine: A Tsetlin Machine for Continuous Output Problems
Portuguese Conference on Artificial Intelligence (EPIA), 2019
Kuruge Darshana Abeyrathna
Ole-Christoffer Granmo
Lei Jiao
M. G. Olsen
230
19
0
10 May 2019
A Scheme for Continuous Input to the Tsetlin Machine with Applications to Forecasting Disease Outbreaks
International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems (IEA/AIE), 2019
Kuruge Darshana Abeyrathna
Ole-Christoffer Granmo
Xuan Zhang
M. G. Olsen
230
32
0
10 May 2019
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