Zakria Hussain

17 papers A 2B 1C 1Journal 6Unranked 6

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Elastic-Net Multiple Kernel Learning: Combining Multiple Data Sources for Prediction. CoRR Janaina Mourão Miranda, Zakria Hussain, Konstantinos Tsirlis, Christophe Phillips, John Shawe-Taylor
2014	J	`jnl`	Manifold-preserving graph reduction for sparse semi-supervised learning. Neurocomputing Shiliang Sun, Zakria Hussain, John Shawe-Taylor
2014	J	`jnl`	PinView: Implicit Feedback in Content-Based Image Retrieval. CoRR Zakria Hussain, Arto Klami, Jussi Kujala, Alex Po Leung, Kitsuchart Pasupa, Peter Auer, Samuel Kaski, Jorma Laaksonen, John Shawe-Taylor
2013	C	`conf`	Drug screening with Elastic-net multiple kernel learning. BIBE Kitsuchart Pasupa, Zakria Hussain, John Shawe-Taylor, Peter Willett
2011	J	`jnl`	A Note on Improved Loss Bounds for Multiple Kernel Learning CoRR Zakria Hussain, John Shawe-Taylor
2011	J	`jnl`	Design and Generalization Analysis of Orthogonal Matching Pursuit Algorithms. IEEE Trans. Inf. Theory Zakria Hussain, John Shawe-Taylor, David R. Hardoon, Charanpal Dhanjal
2011	A	`conf`	Improved Loss Bounds For Multiple Kernel Learning. AISTATS Zakria Hussain, John Shawe-Taylor
2010	—	`conf`	Exploration-Exploitation of Eye Movement Enriched Multiple Feature Spaces for Content-Based Image Retrieval. ECML/PKDD (1) Zakria Hussain, Alex Po Leung, Kitsuchart Pasupa, David R. Hardoon, Peter Auer, John Shawe-Taylor
2010	B	`conf`	Learning relevant eye movement feature spaces across users. ETRA Zakria Hussain, Kitsuchart Pasupa, John Shawe-Taylor
2010	—	`conf`	Multiple Kernel Learning on the Limit Order Book. WAPA Tristan Fletcher, Zakria Hussain, John Shawe-Taylor
2010	—	`conf`	Pinview: Implicit Feedback in Content-Based Image Retrieval. WAPA Peter Auer, Zakria Hussain, Samuel Kaski, Arto Klami, Jussi Kujala, Jorma Laaksonen, Alex Po Leung, Kitsuchart Pasupa, John Shawe-Taylor
2010	—	`ch.`	Prediction with the SVM Using Test Point Margins. Data Mining Süreyya Özögür-Akyüz, Zakria Hussain, John Shawe-Taylor
2009	—	`conf`	Kernel Polytope Faces Pursuit. ECML/PKDD (1) Tom Diethe, Zakria Hussain
2009	A	`conf`	Matching Pursuit Kernel Fisher Discriminant Analysis. AISTATS Tom Diethe, Zakria Hussain, David R. Hardoon, John Shawe-Taylor
2008	—	`conf`	Theory of matching pursuit. NIPS Zakria Hussain, John Shawe-Taylor
2007	J	`jnl`	Revised Loss Bounds for the Set Covering Machine and Sample-Compression Loss Bounds for Imbalanced Data. J. Mach. Learn. Res. Zakria Hussain, François Laviolette, Mario Marchand, John Shawe-Taylor, S. Charles Brubaker, Matthew D. Mullin
2007	—	`conf`	Using Generalization Error Bounds to Train the Set Covering Machine. ICONIP (1) Zakria Hussain, John Shawe-Taylor