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 | 63 | 2021 |
Improving iForest with Relative Mass S Aryal, KM Ting, JR Wells, T Washio Advances in Knowledge Discovery and Data Mining 8444, 510-521, 2014 | 49 | 2014 |
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 | 38 | 2017 |
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 | 34 | 2017 |
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 | 32 | 2021 |
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 | 32 | 2014 |
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 | 26 | 2021 |
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 | 24 | 2022 |
Origin of Novel Coronavirus (COVID-19): A Computational Biology Study using Artificial Intelligence TT Nguyen, M Abdelrazek, DT Nguyen, S Aryal, DT Nguyen, A Khatami bioRxiv, 2020 | 24 | 2020 |
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 | 21 | 2021 |
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 | 21 | 2020 |
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 | 20 | 2016 |
DEMass: a new density estimator for big data KM Ting, T Washio, JR Wells, FT Liu, S Aryal Knowledge and Information Systems 35 (3), 493-524, 2013 | 19 | 2013 |
Scene image representation by foreground, background and hybrid features C Sitaula, Y Xiang, S Aryal, X Lu Expert Systems with Applications 182, 115285, 2021 | 18 | 2021 |
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 | 17 | 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 | 16 | 2021 |
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, 120534, 2023 | 15 | 2023 |
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 | 15 | 2020 |
HDF: Hybrid Deep Features for Scene Image Representation C Sitaula, Y Xiang, A Basnet, S Aryal, X Lu International Joint Conference on Neural Networks (IJCNN), 1-8, 2020 | 15 | 2020 |
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 | 14 | 2022 |