Concepedia

Annabella Astorino

AA

27

Publications

814

Citations

20

H-Index

2002

Active since

Affiliations

University of Calabria(Current)

Institute for High Performance Computing and Networking

National Research Council

Laboratoire de Mathématiques Blaise Pascal

Magna Graecia University

Annabella Astorino is an author at University of Calabria specializing in engineering, machine learning, and pattern recognition.

Top concepts

EngineeringPattern RecognitionMachine LearningComputer ScienceImage AnalysisData ScienceMathematical ProgrammingData MiningComputational GeometryComputer Vision

Publications per year

2002–2020

27

Publications

27

Polyhedral Separability Through Successive LP

Annabella Astorino, Manlio Gaudioso · Journal of Optimization Theory and Applications · 2002 · 71 citations

Mathematical Programming, Discrete Geometry, Engineering +4

Melanoma Detection by Means of Multiple Instance Learning

Annabella Astorino, Antonio Fuduli, Pierangelo Veltri et al. · Interdisciplinary Sciences Computational Life Sciences · 2019 · 67 citations

Dermoscopic Image, Multiple Instance Learning, Image Analysis +11

Nonsmooth Optimization Techniques for Semisupervised Classification

Annabella Astorino, Antonio Fuduli · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2007 · 59 citations

Mathematical Programming, Decision Function, Support Vector Machine +14

Data preprocessing in semi-supervised SVM classification

Annabella Astorino, Enrico Gorgone, Manlio Gaudioso et al. · Optimization · 2010 · 49 citations

Mathematical Programming, Engineering, Machine Learning +19

Scaling Up Support Vector Machines Using Nearest Neighbor Condensation

Fabrizio Angiulli, Annabella Astorino · IEEE Transactions on Neural Networks · 2010 · 42 citations

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