Concepedia

Francesco Camastra

FC

22

Publications

2.6K

Citations

18

H-Index

1999

Active since

Affiliations

Parthenope University of Naples(Current)

Dalle Molle Institute for Artificial Intelligence Research

University of Genoa

Leonardo (Italy)

University of Naples Federico II

Francesco Camastra is an author at Parthenope University of Naples specializing in engineering, pattern recognition, and data science.

Top concepts

EngineeringPattern RecognitionData ScienceMachine LearningComputer ScienceImage AnalysisStatisticsMachine VisionData MiningKnowledge Discovery

Publications per year

1999–2025

22

Publications

22

A survey of kernel and spectral methods for clustering

Maurizio Filippone, Francesco Camastra, Francesco Masulli et al. · Pattern Recognition · 2007 · 821 citations

Spectral Methods, Engineering, Data Science +7

A novel kernel method for clustering

Francesco Camastra, Alessandro Verri · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2005 · 340 citations

Engineering, Machine Learning, Support Vector Machine +16

Data dimensionality estimation methods: a survey

Francesco Camastra · Pattern Recognition · 2003 · 269 citations

Engineering, Data Science, Data Mining +6

Estimating the intrinsic dimension of data with a fractal-based method

Francesco Camastra, Alessandro Vinciarelli · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2002 · 224 citations · Full text

Engineering, Data Science, Data Mining +13

Intrinsic dimension estimation: Advances and open problems

Francesco Camastra, Antonino Staiano · Information Sciences · 2015 · 176 citations · Full text

Machine Vision, Machine Learning, Data Science +6

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