I agree that this site is using cookies. You can find further informations here.
X
Darshana Abeyrathna, K.
29  results:
Search for persons X
?
1

Public Transport Passenger Count Forecasting in Pandemic Sc..:

, In: Smart Innovation, Systems and Technologies; Smart Transportation Systems 2021,
Darshana Abeyrathna, K. ; Rasca, Sinziana ; Markvica, Karin. - p. 27-37 , 2021
Link: https://doi.org/10.1007/..
 
?
2

Extension of Regression Tsetlin Machine for Interpretable U..:

, In: Rules and Reasoning; Lecture Notes in Computer Science,
Abeyrathna, K. Darshana ; El Mekkaoui, Sara ; Edward, L. Yi.. - p. 19-33 , 2023
Link: https://doi.org/10.1007/..
 
?
3

Modeling Prediction Uncertainty in Regression using the Reg..:

, In: 2023 International Symposium on the Tsetlin Machine (ISTM),
Abeyrathna, K. Darshana ; Hafver, Andreas ; Edward, L. Yi - p. 1-8 , 2023
Link: https://doi.org/10.1109/..
 
?
4

Extending the Tsetlin Machine With Integer-Weighted Clauses..:

Abeyrathna, K. Darshana ; Granmo, Ole-Christoffer ; Goodwin, Morten
IEEE Access.  9 (2021)  - p. 8233-8248 , 2021
Link: https://doi.org/10.1109/..
 
?
5

Intrusion Detection with Interpretable Rules Generated Usin..:

, In: 2020 IEEE Symposium Series on Computational Intelligence (SSCI),
Abeyrathna, K. Darshana ; Pussewalage, Harsha S. Gardiyawasam ; Ranasinghe, Sasanka N... - p. 1121-1130 , 2020
Link: https://doi.org/10.1109/..
 
?
6

On Obtaining Classification Confidence, Ranked Predictions ..:

, In: 2020 IEEE Symposium Series on Computational Intelligence (SSCI),
Abeyrathna, K. Darshana ; Granmo, Ole-Christoffer ; Goodwin, Morten - p. 662-669 , 2020
Link: https://doi.org/10.1109/..
 
?
7

A Novel Multi-step Finite-State Automaton for Arbitrarily D..:

, In: Lecture Notes in Computer Science; Artificial Intelligence XXXVII,
Abeyrathna, K. Darshana ; Granmo, Ole-Christoffer ; Shafik, Rishad... - p. 108-122 , 2020
Link: https://doi.org/10.1007/..
 
?
8

The regression Tsetlin machine: a novel approach to interpr..:

Abeyrathna, K. Darshana ; Granmo, Ole-Christoffer ; Zhang, Xuan..
Philosophical Transactions: Mathematical, Physical and Engineering Sciences.  378 (2020)  2164 - p. 1-14 , 2020
Link: https://www.jstor.org/st..
 
?
9

Adaptive Continuous Feature Binarization for Tsetlin Machin..:

, In: 2020 IEEE Symposium Series on Computational Intelligence (SSCI),
Abeyrathna, K. Darshana ; Granmo, Ole-Christoffer ; Zhang, Xuan. - p. 2084-2092 , 2020
Link: https://doi.org/10.1109/..
 
?
10

The Regression Tsetlin Machine: A Tsetlin Machine for Conti..:

, In: Progress in Artificial Intelligence; Lecture Notes in Computer Science,
Abeyrathna, K. Darshana ; Granmo, Ole-Christoffer ; Jiao, Lei. - p. 268-280 , 2019
Link: https://doi.org/10.1007/..
 
?
11

Building Concise Logical Patterns by Constraining Tsetlin M..:

Abeyrathna, K. Darshana ; Abouzeid, Ahmed Abdulrahem Othman ; Bhattarai, Bimal...
http://arxiv.org/abs/2301.08190.  , 2023
Link: http://arxiv.org/abs/230..
 
?
12

Extending the Tsetlin Machine With Integer-Weighted Clauses..:

K. Darshana Abeyrathna ; Ole-Christoffer Granmo ; Morten Goodwin
https://ieeexplore.ieee.org/document/9316190/.  , 2021
Link: https://doi.org/10.1109/..
 
?
13

On the Convergence of Tsetlin Machines for the XOR Operator:

Jiao, Lei ; Zhang, Xuan ; Granmo, Ole-Christoffer.
http://arxiv.org/abs/2101.02547.  , 2021
Link: http://arxiv.org/abs/210..
 
?
14

Massively Parallel and Asynchronous Tsetlin Machine Archite..:

Abeyrathna, K. Darshana ; Bhattarai, Bimal ; Goodwin, Morten...
http://arxiv.org/abs/2009.04861.  , 2020
Link: http://arxiv.org/abs/200..
 
?
15

Extending the Tsetlin Machine With Integer-Weighted Clauses..:

Abeyrathna, K. Darshana ; Granmo, Ole-Christoffer ; Goodwin, Morten
http://arxiv.org/abs/2005.05131.  , 2020
Link: http://arxiv.org/abs/200..
 
1-15