Sledovat
Sunil Aryal, PhD, FHEA
Sunil Aryal, PhD, FHEA
Deakin University Australia
E-mailová adresa ověřena na: deakin.edu.au - Domovská stránka
Název
Citace
Citace
Rok
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
1492021
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
1302023
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
672022
Improving iForest with Relative Mass
S Aryal, KM Ting, JR Wells, T Washio
Advances in Knowledge Discovery and Data Mining 8444, 510-521, 2014
592014
Empowering covid-19 detection: Optimizing performance through fine-tuned efficientnet deep learning architecture
MA Talukder, MA Layek, M Kazi, MA Uddin, S Aryal
Computers in Biology and Medicine 168, 107789, 2024
482024
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
452021
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
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
432021
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
402022
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
382021
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
382014
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
372017
a novel approach utilizing machine learning for the early diagnosis of Alzheimer's disease
KMM Uddin, MJ Alam, MA Uddin, S Aryal
Biomedical Materials & Devices 1 (2), 882-898, 2023
362023
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
352024
An ensemble machine learning based bank loan approval predictions system with a smart application
N Uddin, MKU Ahamed, MA Uddin, MM Islam, MA Talukder, S Aryal
International Journal of Cognitive Computing in Engineering 4, 327-339, 2023
352023
Enhancing K-nearest neighbor algorithm: a comprehensive review and performance analysis of modifications
RK Halder, MN Uddin, MA Uddin, S Aryal, A Khraisat
Journal of Big Data 11 (1), 113, 2024
342024
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
MLSTL-WSN: machine learning-based intrusion detection using SMOTETomek in WSNs
MA Talukder, S Sharmin, MA Uddin, MM Islam, S Aryal
International Journal of Information Security 23 (3), 2139-2158, 2024
322024
Content and context features for scene image representation
C Sitaula, S Aryal, Y Xiang, A Basnet, X Lu
Knowledge-Based Systems 232, 107470, 2021
30*2021
Detection and explanation of anomalies in healthcare data
D Samariya, J Ma, S Aryal, X Zhao
Health Information Science and Systems 11 (1), 20, 2023
292023
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Články 1–20