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Sunil Aryal, PhD, FHEA
Sunil Aryal, PhD, FHEA
Geverifieerd e-mailadres voor deakin.edu.au - Homepage
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Levels of explainable artificial intelligence for human-aligned conversational explanations
R Dazeley, P Vamplew, C Foale, C Young, S Aryal, F Cruz
Artificial Intelligence 299, 103525, 2021
1062021
An efficient deep learning model to categorize brain tumor using reconstruction and fine-tuning
MA Talukder, MM Islam, MA Uddin, A Akhter, MAJ Pramanik, S Aryal, ...
Expert systems with applications 230, 120534, 2023
682023
Improving iForest with Relative Mass
S Aryal, KM Ting, JR Wells, T Washio
Advances in Knowledge Discovery and Data Mining 8444, 510-521, 2014
552014
NDVI threshold-based urban green space mapping from sentinel-2A at the Local Governmental Area (LGA) level of victoria, Australia
J Aryal, C Sitaula, S Aryal
Land 11 (3), 351, 2022
442022
Defying the gravity of learning curve: a characteristic of nearest neighbour anomaly detectors
KM Ting, T Washio, JR Wells, S Aryal
Machine Learning 106 (1), 55-91, 2017
442017
Spectral–spatial anomaly detection of hyperspectral data based on improved isolation forest
X Song, S Aryal, KM Ting, Z Liu, B He
IEEE Transactions on Geoscience and Remote Sensing 60, 1-16, 2021
382021
Fusion of multi-scale bag of deep visual words features of chest X-ray images to detect COVID-19 infection
C Sitaula, TB Shahi, S Aryal, F Marzbanrad
Scientific reports 11 (1), 23914, 2021
352021
Data-dependent dissimilarity measure: an effective alternative to geometric distance measures
S Aryal, KM Ting, T Washio, G Haffari
Knowledge and Information Systems 53 (2), 479–506, 2017
352017
Mp-dissimilarity: A data dependent dissimilarity measure
S Aryal, KM Ting, G Haffari, T Washio
Proceedings of the IEEE International Conference on Data Mining (ICDM), 707-712, 2014
352014
Origin of novel coronavirus causing COVID-19: A computational biology study using artificial intelligence
TT Nguyen, M Abdelrazek, DT Nguyen, S Aryal, DT Nguyen, S Reddy, ...
Machine learning with applications 9, 100328, 2022
342022
New bag of deep visual words based features to classify chest x-ray images for COVID-19 diagnosis
C Sitaula, S Aryal
Health information science and systems 9 (1), 24, 2021
312021
A systematic review on cough sound analysis for Covid-19 diagnosis and screening: is my cough sound COVID-19?
KC Santosh, N Rasmussen, M Mamun, S Aryal
PeerJ Computer Science 8, e958, 2022
292022
Fusion of whole and part features for the classification of histopathological image of breast tissue
C Sitaula, S Aryal
Health Information Science and Systems 8, 1-12, 2020
242020
A new simple and effective measure for bag-of-word inter-document similarity measurement
S Aryal, KM Ting, T Washio, G Haffari
arXiv preprint arXiv:1902.03402, 2019
24*2019
Content and context features for scene image representation
C Sitaula, S Aryal, Y Xiang, A Basnet, X Lu
Knowledge-Based Systems 232, 107470, 2021
23*2021
Scene image representation by foreground, background and hybrid features
C Sitaula, Y Xiang, S Aryal, X Lu
Expert Systems with Applications 182, 115285, 2021
232021
Revisiting attribute independence assumption in probabilistic unsupervised anomaly detection
S Aryal, KM Ting, G Haffari
Intelligence and Security Informatics: 11th Pacific Asia Workshop. PAISI …, 2016
232016
Machine learning based diabetes detection model for false negative reduction
MA Uddin, MM Islam, MA Talukder, MAA Hossain, A Akhter, S Aryal, ...
Biomedical Materials & Devices 2 (1), 427-443, 2024
222024
A New Effective and Efficient Measure for Outlying Aspect Mining
D Samariya, S Aryal, KM Ting, J Ma
International Conference on Web Information Systems Engineering (WISE), 463-474, 2020
212020
Vector representation based on a supervised codebook for Nepali documents classification
C Sitaula, A Basnet, S Aryal
PeerJ Computer Science 7, e412, 2021
202021
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Artikelen 1–20