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KU Leuven: Leuven, Vlaanderen, BE

2019-09-01 to present | PhD Student (Computer Science)
Employment
Source: Self-asserted source
Federico Quin

Works (15)

A/B testing: A systematic literature review

Journal of Systems and Software
2024-05 | Journal article
DOI: 10.1016/j.jss.2024.112011
Contributors: Federico Quin; Danny Weyns; Matthias Galster; Camila Costa Silva
Source: check_circle
Crossref

Automating Pipelines of A/B Tests with Population Split Using Self-Adaptation and Machine Learning

2024-04-15 | Conference paper
DOI: 10.1145/3643915.3644087
Contributors: Federico Quin; Danny Weyns
Source: check_circle
Crossref

Engineering Software Systems with Self-Adaptation and Machine Learning

2023-10-06 | Dissertation or Thesis
SOURCE-WORK-ID:

4108991
Contributors: Federico Quin; Danny Weyns
Source: check_circle
KU Leuven

Detecting and Mitigating Jamming Attacks in IoT Networks Using Self-Adaptation

2022 IEEE International Conference on Autonomic Computing and Self-Organizing Systems Companion (ACSOS-C)
2022-11-04 | Conference paper
DOI: 10.1109/ACSOSC56246.2022.00019
SOURCE-WORK-ID:

3791486

WOSUID:

WOS:000886623600002
Contributors: Maxim Reynvoet; Omid Gheibi; Federico Quin; Danny Weyns
Source: check_circle
KU Leuven

Applying Machine Learning in Self-adaptive Systems: A Systematic Literature Review

Acm Transactions On Autonomous And Adaptive Systems
2021-08 | Journal article
DOI: 10.1145/3469440
SOURCE-WORK-ID:

3524185

Part of ISSN: 1556-4665
WOSUID:

WOS:000687194100003
Contributors: Omid Gheibi; Danny Weyns; Federico Quin
Source: check_circle
KU Leuven

Applying Deep Learning to Reduce Large Adaptation Spaces of Self-Adaptive Systems with Multiple Types of Goals

ICSE Workshop on Software Engineering for Adaptive and Self-Managing Systems
Conference paper
DOI: 10.1145/3387939.3391605
SOURCE-WORK-ID:

3284639

Part of ISSN: 2157-2305
WOSUID:

WOS:001017765500004
Contributors: Jeroen Van Der Donckt; Danny Weyns; Federico Quin; Jonas Van Der Donckt; Sam Michiels
Source: check_circle
KU Leuven

Decentralized Self-Adaptive Systems: A Mapping Study

2021 INTERNATIONAL SYMPOSIUM ON SOFTWARE ENGINEERING FOR ADAPTIVE AND SELF-MANAGING SYSTEMS (SEAMS 2021)
Conference paper
DOI: 10.1109/SEAMS51251.2021.00014
SOURCE-WORK-ID:

3474793

Part of ISSN: 2157-2321
WOSUID:

WOS:000716703000003
Contributors: Federico Quin; Danny Weyns; Omid Gheibi
Source: check_circle
KU Leuven

Deep Learning for Effective and Efficient Reduction of Large Adaptation Spaces in Self-Adaptive Systems

Acm Transactions On Autonomous And Adaptive Systems
Journal article
DOI: 10.1145/3530192
SOURCE-WORK-ID:

3768374

Part of ISSN: 1556-4665
WOSUID:

WOS:000886934700001
Contributors: Danny Weyns; Omid Gheibi; Federico Quin; Jeroen Van Der Donckt
Source: check_circle
KU Leuven
grade
Preferred source (of 2)‎

Efficient analysis of large adaptation spaces in self-adaptive systems using machine learning

Proceedings of the 14th International Symposium on Software Engineering for Adaptive and Self-Managing Systems
Conference paper
DOI: 10.1109/SEAMS.2019.00011
SOURCE-WORK-ID:

2874062

WOSUID:

WOS:000589350700001
Contributors: Federico Quin; Danny Weyns; Thomas Bamelis; Sarpreet Singh Buttar; Sam Michiels
Source: check_circle
KU Leuven

On the Impact of Applying Machine Learning in the Decision-Making of Self-Adaptive Systems

2021 INTERNATIONAL SYMPOSIUM ON SOFTWARE ENGINEERING FOR ADAPTIVE AND SELF-MANAGING SYSTEMS (SEAMS 2021)
Conference paper
DOI: 10.1109/SEAMS51251.2021.00023
SOURCE-WORK-ID:

3474792

Part of ISSN: 2157-2321
WOSUID:

WOS:000716703000012
Contributors: Omid Gheibi; Danny Weyns; Federico Quin
Source: check_circle
KU Leuven

Proceedings Scientific Training in Multi-Agent Systems Workshop STMAS 2021

Report
SOURCE-WORK-ID:

3791021
Contributors: Danny Weyns; Federico Quin; Omid Gheibi
Source: check_circle
KU Leuven

Proceedings Scientific Training in Multi-Agent Systems Workshop STMAS 2022

Report
SOURCE-WORK-ID:

3791022
Contributors: Danny Weyns; Federico Quin; Omid Gheibi
Source: check_circle
KU Leuven

Reducing large adaptation spaces in self-adaptive systems using machine learning

Journal Of Systems And Software
Journal article
DOI: 10.1016/j.jss.2022.111341
SOURCE-WORK-ID:

3728823

Part of ISSN: 0164-1212
WOSUID:

WOS:000830791100001
Contributors: Federico Quin; Danny Weyns; Omid Gheibi
Source: check_circle
KU Leuven
grade
Preferred source (of 2)‎

SEAByTE: A Self-adaptive Micro-service System Artifact for Automating A/B Testing

ICSE Workshop on Software Engineering for Adaptive and Self-Managing Systems
Conference paper
DOI: 10.1145/3524844.3528081
SOURCE-WORK-ID:

3770160

Part of ISSN: 2157-2305
WOSUID:

WOS:000851573900010
Contributors: Federico Quin; Danny Weyns
Source: check_circle
KU Leuven

Systematic Approach to Engineer Decentralized Self-adaptive Systems

Communications in Computer and Information Science
Conference paper
DOI: 10.1007/978-3-030-59155-7_4
SOURCE-WORK-ID:

3284641

Part of ISSN: 1865-0929
Contributors: Federico Quin
Source: check_circle
KU Leuven
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