A fuzzy rough set approach to hierarchical feature selection based on Hausdorff distance

Z Qiu, H Zhao - Applied Intelligence, 2022 - Springer
… On the other hand, using Hausdorff distance based … feature selection algorithm built on fuzzy
rough set is first proposed for dimension-reduction tasks. (2) We apply Hausdorff distance to …

The Hausdorff distance measure for feature selection in learning applications

S Piramuthu - Proceedings of the 32nd Annual Hawaii …, 1999 - ieeexplore.ieee.org
… a feature selection method based on the Hausdor distance measure, and evaluate its e
ectiveness in preprocessing input data for inducing decision trees. The Hausdor distance

Framework for efficient feature selection in genetic algorithm based data mining

R Sikora, S Piramuthu - European Journal of Operational Research, 2007 - Elsevier
feature selection in Section 4. In Section 5, we provide a brief discussion of the Hausdorff
distance … of genetic algorithm with Hausdorff distance as wrapper-based feature selection. We …

Efficient genetic algorithm based data mining using feature selection with Hausdorff distance

R Sikora, S Piramuthu - Information Technology and Management, 2005 - Springer
… algorithm based data mining techniques that use the concepts of self-adaptive feature selection
together with a wrapper feature selection method based on Hausdorff distance measure. …

Feature selection with effective distance

M Liu, D Zhang - Neurocomputing, 2016 - Elsevier
distance-based feature selection methods, where a probabilistically motivated effective
distance … Some recent works [52] further investigate Hausdorff distance in group-wise matching. …

Feature-based nonrigid image registration using a Hausdorff distance matching measure

X Peng, W Chen, Q Ma - Optical Engineering, 2007 - spiedigitallibrary.org
… the Hausdorff distance to nonrigid registration. This is achieved by combining a Hausdorff
distance… In this paper we utilize the forward partial Hausdorff distance and Hausdorff fraction to …

Grassmann multimodal implicit feature selection

L Zhang, D Tao, X Liu, L Sun, M Song, C Chen - Multimedia systems, 2014 - Springer
feature selection algorithms to achieve a physically meaningful embedding of the multimodal
features. … Next, we construct a kernel by making use of the L2-Hausdorff distance [23] …

Medical image retrieval approach by texture features fusion based on Hausdorff distance

S Xiaoming, Z Ning, W Haibin… - Mathematical …, 2018 - Wiley Online Library
… (2) Further we will study the Hausdorff distance and improve the Hausdorff distance to
reduce the noise, occlusion, background, and other abnormal points of medical images and …

Comparing face images using the modified Hausdorff distance

B Takacs - Pattern recognition, 1998 - Elsevier
… In particular, we propose a face similarity measure derived from the Hausdorff distance and
show that this approach produces good recognition results even when less than 3% of the …

An approach to word image matching based on weighted Hausdorff distance

Y Lu, CL Tan, W Huang, L Fan - Proceedings of Sixth …, 2001 - ieeexplore.ieee.org
… matching based on a weighted Hausdorff distance in this paper. The performance of the
weighted Hausdorff distance is better than that of modified Hausdorff distance for the purpose of …