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Claudio Di Sipio

Johannes Kepler University Linz

SCHOLARLY PAPERS

6

DOWNLOADS

405

TOTAL CITATIONS

4

Scholarly Papers (6)

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1.

Agentware in Software Engineering: A Taxonomy for Leveraging Llms-Based Multi-Agent Systems

Number of pages: 48 Posted: 28 May 2025
Claudio Di Sipio, Mariama Celi Serafim De Oliveira, Davide Di Ruscio, Phuong T. Nguyen and Riccardo Rubei
Johannes Kepler University Linz, affiliation not provided to SSRN, affiliation not provided to SSRN, University of L'Aquila - Department of Information Engineering, Computer Science and Mathematics and Mälardalen University
Downloads 171 (440,151)

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Large Language Models, LLMs-based Multi Agent Systems, software engineering

2.

Towards Early Detection of Algorithmic Bias from Dataset's Bias Symptoms: An Empirical Study

Number of pages: 39 Posted: 18 Feb 2025
Giordano d'Aloisio, Claudio Di Sipio, Antinisca Di Marco and Davide Di Ruscio
affiliation not provided to SSRN, Johannes Kepler University Linz, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 80 (803,225)

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Fairness Detection, Bias Symptoms, Empirical Study, Software Fairness

3.

Hybridrec: A Recommender System for Tagging Github Repositories

Number of pages: 49 Posted: 16 Dec 2021
Juri Di Rocco, Davide Di Ruscio, Claudio Di Sipio, Phuong T. Nguyen and Riccardo Rubei
affiliation not provided to SSRN, affiliation not provided to SSRN, Johannes Kepler University Linz, University of L'Aquila - Department of Information Engineering, Computer Science and Mathematics and Mälardalen University
Downloads 61 (951,658)
Citation 3

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Recommender systems, Github topics recommendations, Collaborative-Filtering techniques, Naïve Bayesian Network

4.

Gitranking: A Ranking of Github Topics for Software Classification Using Active Sampling

Number of pages: 61 Posted: 05 Aug 2022
Cezar Sas, Andrea Capiluppi, Claudio Di Sipio, Juri Di Rocco and Davide Di Ruscio
affiliation not provided to SSRN, University of Groningen, Johannes Kepler University Linz, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 50 (1,074,648)
Citation 1

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Software Classification, Active Sampling, Taxonomy, GitHub

5.

Obfuscation by Simplification: How LLMs TransformCode Through Structural Expansion

Number of pages: 35 Posted: 07 May 2026
Lorenzo De Tomasi, Claudio Di Sipio, Antinisca Di Marco and Phuong T. Nguyen
affiliation not provided to SSRN, Johannes Kepler University Linz, affiliation not provided to SSRN and University of L'Aquila - Department of Information Engineering, Computer Science and Mathematics
Downloads 24 (1,411,822)

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Code Obfuscation, Large Language Models, Semantic elasticity, Open-source LLMs, Prompt Engineering, software security

6.

Assessing Fairness Fragility in ML-Enabled Systems via Mutation-Based Dataset Stress Testing

Number of pages: 28 Posted: 07 May 2026
Alfonso Cannavale, Gianmario Voria, Giordano d'Aloisio, Claudio Di Sipio, Antinisca Di Marco, Davide Di Ruscio, Gemma Catolino and Fabio Palomba
University of Salerno, University of Salerno, affiliation not provided to SSRN, Johannes Kepler University Linz, affiliation not provided to SSRN, affiliation not provided to SSRN, Tilburg University and University of Salerno
Downloads 19 (1,459,862)

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Machine Learning Fairness, Software Engineering for Artificial Intelligence, Empirical Software Engineering