Sally Samir Ghanem

Works (2)

Updated: July 5th, 2023 15:34

2020 journal article

Robust Group Subspace Recovery: A New Approach for Multi-Modality Data Fusion

IEEE SENSORS JOURNAL, 20(20), 12307–12316.

By: S. Ghanem n, A. Panahi n, H. Krim n & R. Kerekes  n

author keywords: Sensor fusion; Data integration; Data models; Sparse matrices; Magnetic sensors; Sensor phenomena and characterization; Sparse learning; unsupervised classification; data fusion; multimodal data
TL;DR: The resulting fusion of the unlabeled sensors’ data from experiments on audio and magnetic data has shown that the method is competitive with other state of the art subspace clustering methods. (via Semantic Scholar)
Source: Web Of Science
Added: October 12, 2020

2018 journal article

Metric Driven Classification: A Non-Parametric Approach Based on the Henze-Penrose Test Statistic

IEEE TRANSACTIONS ON IMAGE PROCESSING, 27(12), 5947–5956.

By: S. Ghanem n, H. Krim n, H. Clouse & W. Sakla*

author keywords: Dimensionality reduction; classification; divergence measures; nearest neighbor graph; pattern recognition
TL;DR: The usage of a non-parametric distribution-free metric, known as the Henze–Penrose test statistic is investigated to obtain bounds for the bounds on the <inline-formula> <tex-math notation="LaTeX">$k$ </tex- math></inline- formula>-NN classification accuracy. (via Semantic Scholar)
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Source: Web Of Science
Added: October 16, 2018

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