Floriana Esposito

Università degli Studi di Bari “Aldo Moro” (UNIBA) - Department of Computer Science

Piazza Umberto I

Bari, 70121

Italy

  • Università degli Studi di Bari “Aldo Moro” (UNIBA) - Department of Computer Science

SCHOLARLY PAPERS

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Scholarly Papers (2)

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1.

Tree-Based Models for Inductive Classification on the Web of Data

Number of pages: 25 Posted: 18 Dec 2019
Giuseppe Rizzo, Claudia d’Amato, Nicola Fanizzi and Floriana Esposito
Università degli Studi di Bari “Aldo Moro” (UNIBA) - Laboratorio per l'Acquisizione della Conoscenza e l'Apprendimento nelle Macchine (LACAM), Università degli Studi di Bari “Aldo Moro” (UNIBA) - Department of Computer Science, Università degli Studi di Bari “Aldo Moro” (UNIBA) - Department of Computer Science and Università degli Studi di Bari “Aldo Moro” (UNIBA) - Department of Computer Science
Downloads 51 (606,918)

Abstract:

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inductive query answering, membership prediction, Web ontologies, decision tree, random forest, concept learning, imbalance learning

2.

Induction of Robust Classifiers for Web Ontologies Through Kernel Machines

Number of pages: 22 Posted: 06 Jul 2018
Nicola Fanizzi, Claudia d'Amato and Floriana Esposito
Università degli Studi di Bari “Aldo Moro” (UNIBA) - Department of Computer Science, Università degli Studi di Bari “Aldo Moro” (UNIBA) - Department of Computer Science and Università degli Studi di Bari “Aldo Moro” (UNIBA) - Department of Computer Science
Downloads 32 (721,090)
Citation 1

Abstract:

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Kernel methods, support vector machines, similarity, individual classification, inductive reasoning, ontology mining, machine learning