Nayyar Abbas Zaidi

39 papers A* 3A 3B 2Misc 3Journal 18Unranked 10

Year	Rank	Type	Title / Venue / Authors
2024	J	`jnl`	Property graph representation learning for node classification. Knowl. Inf. Syst. Shu Li, Nayyar Abbas Zaidi, Meijie Du, Zhou Zhou, Hongfei Zhang, Gang Li
2024	J	`jnl`	Robust visual question answering via semantic cross modal augmentation. Comput. Vis. Image Underst. Akib Mashrur, Wei Luo, Nayyar Abbas Zaidi, Antonio Robles-Kelly
2023	J	`jnl`	Aspect-based automated evaluation of dialogues. Knowl. Based Syst. Arash Shabanpour, Ziwei Hou, Muhammad Akbar Husnoo, Khanh Linh Nguyen, John Yearwood, Nayyar Abbas Zaidi
2023	J	`jnl`	Interpretable tabular data generation. Knowl. Inf. Syst. Yishuo Zhang, Nayyar Abbas Zaidi, Jiahui Zhou, Gang Li
2023	—	`conf`	Leveraging Generative Models for Combating Adversarial Attacks on Tabular Datasets. PAKDD (1) Jiahui Zhou, Nayyar Abbas Zaidi, Yishuo Zhang, Paul Montague, Junae Kim, Gang Li
2023	A*	`conf`	MEG: Masked Ensemble Tabular Data Generator. ICDM Yishuo Zhang, Nayyar Abbas Zaidi, Gang Li, Wray L. Buntine
2023	Misc	`conf`	Robust quantification of prediction uncertainty by inducing heterogeneity in deep ensembles. DICTA Akib Mashrur, Wei Luo, Nayyar Abbas Zaidi, Antonio Robles-Kelly
2022	—	`conf`	Discretization Inspired Defence Algorithm Against Adversarial Attacks on Tabular Data. PAKDD (2) Jiahui Zhou, Nayyar Abbas Zaidi, Yishuo Zhang, Gang Li
2022	A	`conf`	GANBLR++: Incorporating Capacity to Generate Numeric Attributes and Leveraging Unrestricted Bayesian Networks. SDM Yishuo Zhang, Nayyar Abbas Zaidi, Jiahui Zhou, Gang Li
2022	—	`conf`	Novel-domain Object Segmentation via Reliability-aware Teacher Ensemble. HPCC/DSS/SmartCity/DependSys Jing Miao, Wei Luo, Nayyar Abbas Zaidi, Jinlong Wang
2021	A*	`conf`	GANBLR: A Tabular Data Generation Model. ICDM Yishuo Zhang, Nayyar Abbas Zaidi, Jiahui Zhou, Gang Li
2021	—	`conf`	Neighbours and Kinsmen: Hateful Users Detection with Graph Neural Network. PAKDD (1) Shu Li, Nayyar Abbas Zaidi, Qingyun Liu, Gang Li
2021	B	`conf`	Robust Neural Regression via Uncertainty Learning. IJCNN Akib Mashrur, Wei Luo, Nayyar Abbas Zaidi, Antonio Robles-Kelly
2021	J	`jnl`	Robust Neural Regression via Uncertainty Learning. CoRR Akib Mashrur, Wei Luo, Nayyar Abbas Zaidi, Antonio Robles-Kelly
2020	J	`jnl`	Machine Learning for Financial Risk Management: A Survey. IEEE Access Akib Mashrur, Wei Luo, Nayyar Abbas Zaidi, Antonio Robles-Kelly
2020	J	`jnl`	On the Effectiveness of Discretizing Quantitative Attributes in Linear Classifiers. IEEE Access Nayyar Abbas Zaidi, Yang Du, Geoffrey I. Webb
2019	J	`jnl`	Proximity Forest: an effective and scalable distance-based classifier for time series. Data Min. Knowl. Discov. Benjamin Lucas, Ahmed Shifaz, Charlotte Pelletier, Lachlan O'Neill, Nayyar Abbas Zaidi, Bart Goethals, François Petitjean, Geoffrey I. Webb
2018	J	`jnl`	Accurate parameter estimation for Bayesian network classifiers using hierarchical Dirichlet processes. Mach. Learn. François Petitjean, Wray L. Buntine, Geoffrey I. Webb, Nayyar Abbas Zaidi
2018	A	`conf`	Efficient and Effective Accelerated Hierarchical Higher-Order Logistic Regression for Large Data Quantities. SDM Nayyar Abbas Zaidi, François Petitjean, Geoffrey I. Webb
2018	J	`jnl`	On the Inter-relationships among Drift rate, Forgetting rate, Bias/variance profile and Error. CoRR Nayyar Abbas Zaidi, Geoffrey I. Webb, François Petitjean, Germain Forestier
2018	J	`jnl`	Proximity Forest: An effective and scalable distance-based classifier for time series. CoRR Benjamin Lucas, Ahmed Shifaz, Charlotte Pelletier, Lachlan O'Neill, Nayyar Abbas Zaidi, Bart Goethals, François Petitjean, Geoffrey I. Webb
2017	A	`conf`	A Fast Trust-Region Newton Method for Softmax Logistic Regression. SDM Nayyar Abbas Zaidi, Geoffrey I. Webb
2017	J	`jnl`	Accurate parameter estimation for Bayesian Network Classifiers using Hierarchical Dirichlet Processes. CoRR François Petitjean, Wray L. Buntine, Geoffrey I. Webb, Nayyar Abbas Zaidi
2017	J	`jnl`	Efficient parameter learning of Bayesian network classifiers. Mach. Learn. Nayyar Abbas Zaidi, Geoffrey I. Webb, Mark James Carman, François Petitjean, Wray L. Buntine, Mike Hynes, Hans De Sterck
2017	J	`jnl`	On the Effectiveness of Discretizing Quantitative Attributes in Linear Classifiers. CoRR Nayyar Abbas Zaidi, Yang Du, Geoffrey I. Webb
2016	J	`jnl`	ALR Mach. Learn. Nayyar Abbas Zaidi, Geoffrey I. Webb, Mark James Carman, François Petitjean, Jesús Cerquides
2016	—	`conf`	Artificial Neural Network: Deep or Broad? An Empirical Study. Australasian Conference on Artificial Intelligence Nian Liu, Nayyar Abbas Zaidi
2016	—	`conf`	Preconditioning an Artificial Neural Network Using Naive Bayes. PAKDD (1) Nayyar Abbas Zaidi, François Petitjean, Geoffrey I. Webb
2016	J	`jnl`	Scalable Learning of Bayesian Network Classifiers. J. Mach. Learn. Res. Ana M. Martínez, Geoffrey I. Webb, Shenglei Chen, Nayyar Abbas Zaidi
2015	J	`jnl`	Deep Broad Learning - Big Models for Big Data. CoRR Nayyar Abbas Zaidi, Geoffrey I. Webb, Mark James Carman, François Petitjean
2014	A*	`conf`	Naive-Bayes Inspired Effective Pre-Conditioner for Speeding-Up Logistic Regression. ICDM Nayyar Abbas Zaidi, Mark James Carman, Jesús Cerquides, Geoffrey I. Webb
2013	J	`jnl`	Alleviating naive Bayes attribute independence assumption by attribute weighting. J. Mach. Learn. Res. Nayyar Abbas Zaidi, Jesús Cerquides, Mark James Carman, Geoffrey I. Webb
2013	—	`conf`	Fast and Effective Single Pass Bayesian Learning. PAKDD (1) Nayyar Abbas Zaidi, Geoffrey I. Webb
2010	—	`conf`	A Gradient-Based Metric Learning Algorithm for k-NN Classifiers. Australasian Conference on Artificial Intelligence Nayyar Abbas Zaidi, David McG. Squire, David Suter
2010	—	`conf`	BoostML: An Adaptive Metric Learning for Nearest Neighbor Classification. PAKDD (1) Nayyar Abbas Zaidi, David McG. Squire, David Suter
2010	—	`conf`	Database Normalization as a By-product of Minimum Message Length Inference. Australasian Conference on Artificial Intelligence David L. Dowe, Nayyar Abbas Zaidi
2010	Misc	`conf`	Local Adaptive SVM for Object Recognition. DICTA Nayyar Abbas Zaidi, David McG. Squire
2008	B	`conf`	Confidence rated boosting algorithm for generic object detection. ICPR Nayyar Abbas Zaidi, David Suter
2008	Misc	`conf`	Object Detection Using a Cascade of Classifiers. DICTA Nayyar Abbas Zaidi, David Suter