Nayyar Zaidi
TitleCited byYear
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
1252013
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
272016
Local adaptive SVM for object recognition
NA Zaidi, DMG Squire
2010 International Conference on Digital Image Computing: Techniques and …, 2010
172010
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
142019
: accelerated higher-order logistic regression
FP Nayyar A. Zaidi, Geoffrey I. Webb, Mark J. Carman
Machine Learning 104 (2), 151–194, 2016
122016
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
122014
Accurate parameter estimation for Bayesian network classifiers using hierarchical Dirichlet processes
F Petitjean, W Buntine, GI Webb, N Zaidi
Machine Learning 107 (8-10), 1303-1331, 2018
92018
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
92017
Deep broad learning-Big models for Big data
NA Zaidi, GI Webb, MJ Carman, F Petitjean
arXiv preprint arXiv:1509.01346, 2015
82015
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
82010
Fast and effective single pass Bayesian learning
NA Zaidi, GI Webb
Pacific-Asia Conference on Knowledge Discovery and Data Mining, 149-160, 2013
72013
Highly scalable attribute selection for averaged one-dependence estimators
S Chen, AM Martinez, GI Webb
Pacific-Asia Conference on Knowledge Discovery and Data Mining, 86-97, 2014
62014
Database normalization as a by-product of minimum message length inference
DL Dowe, NA Zaidi
Australasian Joint Conference on Artificial Intelligence, 82-91, 2010
62010
Svms and data dependent distance metric
N Zaidi, D Squire
2010 25th International Conference of Image and Vision Computing New Zealand …, 2010
62010
BoostML: An adaptive metric learning for nearest neighbor classification
NA Zaidi, DMG Squire, D Suter
Pacific-Asia Conference on Knowledge Discovery and Data Mining, 142-149, 2010
52010
Confidence rated boosting algorithm for generic object detection
NA Zaidi, D Suter
2008 19th International Conference on Pattern Recognition, 1-4, 2008
52008
Preconditioning an artificial neural network using naive bayes
NA Zaidi, F Petitjean, GI Webb
Pacific-Asia Conference on Knowledge Discovery and Data Mining, 341-353, 2016
42016
On the effectiveness of discretizing quantitative attributes in linear classifiers
NA Zaidi, Y Du, GI Webb
arXiv preprint arXiv:1701.07114, 2017
32017
Object detection using a cascade of classifiers
NA Zaidi, D Suter
2008 Digital Image Computing: Techniques and Applications, 600-605, 2008
32008
Artificial neural network: deep or broad? An empirical study
N Liu, NA Zaidi
Australasian joint conference on artificial intelligence, 535-541, 2016
22016
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Articles 1–20