Suivre
Nayyar Zaidi
Titre
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Année
Alleviating naive Bayes attribute independence assumption by attribute weighting
NA Zaidi, J Cerquides, MJ Carman, GI Webb
The Journal of Machine Learning Research 14 (1), 1947-1988, 2013
2522013
Proximity forest: an effective and scalable distance-based classifier for time series
B Lucas, A Shifaz, C Pelletier, L O’Neill, N Zaidi, B Goethals, F Petitjean, ...
Data Mining and Knowledge Discovery 33 (3), 607-635, 2019
2162019
Machine learning for financial risk management: a survey
A Mashrur, W Luo, NA Zaidi, A Robles-Kelly
Ieee Access 8, 203203-203223, 2020
1642020
Scalable learning of Bayesian network classifiers
AM Martínez, GI Webb, S Chen, NA Zaidi
The Journal of Machine Learning Research 17 (1), 1515-1549, 2016
722016
Efficient parameter learning of Bayesian network classifiers
NA Zaidi, GI Webb, MJ Carman, F Petitjean, W Buntine, M Hynes, ...
Machine Learning 106 (9-10), 1289-1329, 2017
422017
GANBLR: a tabular data generation model
Y Zhang, NA Zaidi, J Zhou, G Li
2021 IEEE International Conference on Data Mining (ICDM), 181-190, 2021
312021
Accurate parameter estimation for Bayesian network classifiers using hierarchical Dirichlet processes
F Petitjean, W Buntine, GI Webb, N Zaidi
Machine Learning 107 (8), 1303-1331, 2018
282018
Naive-bayes inspired effective pre-conditioner for speeding-up logistic regression
NA Zaidi, MJ Carman, J Cerquides, GI Webb
2014 IEEE international conference on data mining, 1097-1102, 2014
232014
: accelerated higher-order logistic regression
FP Nayyar A. Zaidi, Geoffrey I. Webb, Mark J. Carman
Machine Learning 104 (2), 151–194, 2016
21*2016
On the effectiveness of discretizing quantitative attributes in linear classifiers
NA Zaidi, Y Du, GI Webb
IEEE Access 8, 198856-198871, 2020
202020
Local adaptive SVM for object recognition
NA Zaidi, DMG Squire
2010 International Conference on Digital Image Computing: Techniques and …, 2010
202010
On the use of Machine Learning methods in rock art research with application to automatic painted rock art identification
A Jalandoni, Y Zhang, NA Zaidi
Journal of Archaeological Science 144, 105629, 2022
172022
Surrogate-assisted population based ACO for resource constrained job scheduling with uncertainty
D Thiruvady, S Nguyen, F Shiri, N Zaidi, X Li
Swarm and Evolutionary Computation 69, 101029, 2022
162022
Fast and effective single pass Bayesian learning
NA Zaidi, GI Webb
Advances in Knowledge Discovery and Data Mining: 17th Pacific-Asia …, 2013
142013
Interpretable tabular data generation
Y Zhang, N Zaidi, J Zhou, G Li
Knowledge and Information Systems 65 (7), 2935-2963, 2023
132023
Deep broad learning-Big models for Big data
NA Zaidi, GI Webb, MJ Carman, F Petitjean
arXiv preprint arXiv:1509.01346, 2015
112015
Database normalization as a by-product of minimum message length inference
DL Dowe, NA Zaidi
AI 2010: Advances in Artificial Intelligence: 23rd Australasian Joint …, 2011
112011
A gradient-based metric learning algorithm for k-nn classifiers
NA Zaidi, DMG Squire, D Suter
Australasian Joint Conference on Artificial Intelligence, 194-203, 2010
102010
Neighbours and kinsmen: Hateful users detection with graph neural network
S Li, NA Zaidi, Q Liu, G Li
Pacific-Asia Conference on Knowledge Discovery and Data Mining, 434-446, 2021
92021
Robust visual question answering via semantic cross modal augmentation
A Mashrur, W Luo, NA Zaidi, A Robles-Kelly
Computer Vision and Image Understanding 238, 103862, 2024
82024
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