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Muhammad Atif Tahir
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Publications
- 2012
- [i1]Jim E. Smith, Praminda Caleb-Solly, Muhammad Atif Tahir, Davy Sannen, Hendrik Van Brussel:
Making Early Predictions of the Accuracy of Machine Learning Applications. CoRR abs/1212.1100 (2012) - 2010
- [j7]Christian Eitzinger, Wolfgang Heidl, Edwin Lughofer, Stefan Raiser, Jim E. Smith, Muhammad Atif Tahir, Davy Sannen, Hendrik Van Brussel:
Assessment of the influence of adaptive components in trainable surface inspection systems. Mach. Vis. Appl. 21(5): 613-626 (2010) - [j6]Muhammad Atif Tahir, Jim E. Smith:
Creating diverse nearest-neighbour ensembles using simultaneous metaheuristic feature selection. Pattern Recognit. Lett. 31(11): 1470-1480 (2010) - 2009
- [j5]Edwin Lughofer, James Edward Smith, Muhammad Atif Tahir, Praminda Caleb-Solly, Christian Eitzinger, Davy Sannen, Marnix Nuttin:
Human-Machine Interaction Issues in Quality Control Based on Online Image Classification. IEEE Trans. Syst. Man Cybern. Part A 39(5): 960-971 (2009) - 2008
- [c13]Edwin Lughofer, Jim E. Smith, Praminda Caleb-Solly, Muhammad Atif Tahir, Christian Eitzinger, Davy Sannen, Hendrik Van Brussel:
On Human-Machine Interaction during Online Image Classifier Training. CIMCA/IAWTIC/ISE 2008: 1005-1010 - [c12]Davy Sannen, Marnix Nuttin, Jim E. Smith, Muhammad Atif Tahir, Praminda Caleb-Solly, Edwin Lughofer, Christian Eitzinger:
An On-Line Interactive Self-adaptive Image Classification Framework. ICVS 2008: 171-180 - [c11]Muhammad Atif Tahir, Jim E. Smith, Praminda Caleb-Solly:
A Novel Feature Selection Based Semi-supervised Method for Image Classification. ICVS 2008: 484-493 - [p1]Muhammad Atif Tahir, Jim E. Smith:
Feature Selection for Heterogeneous Ensembles of Nearest-neighbour Classifiers Using Hybrid Tabu Search. Advances in Metaheuristics for Hard Optimization 2008: 69-85 - 2007
- [c9]Jim E. Smith, Muhammad Atif Tahir:
Stop Wasting Time: On Predicting the Success or Failure of Learning for Industrial Applications. IDEAL 2007: 673-683 - 2006
- [c7]Muhammad Atif Tahir, Jim E. Smith:
Improving Nearest Neighbor Classifier Using Tabu Search and Ensemble Distance Metrics. ICDM 2006: 1086-1090
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