Giuliano Antoniol

Publication Activity (10 Years)

Years Active: 1991-2024
Publications (10 Years): 82

Top Venues

CoRR

Empir. Softw. Eng.

SANER

Inf. Softw. Technol.

Publications

Florian Tambon, Amin Nikanjam, Le An, Foutse Khomh, Giuliano Antoniol
Silent bugs in deep learning frameworks: an empirical study of Keras and TensorFlow. Empir. Softw. Eng. 29 (1) (2024)
Dmytro Humeniuk, Foutse Khomh, Giuliano Antoniol
RIGAA at the SBFT 2023 Tool Competition - Cyber-Physical Systems Track. SBFT (2023)
Florian Tambon, Foutse Khomh, Giuliano Antoniol
GIST: Generated Inputs Sets Transferability in Deep Learning. CoRR (2023)
Dmytro Humeniuk, Foutse Khomh, Giuliano Antoniol
AmbieGen: A search-based framework for autonomous systems testing. Sci. Comput. Program. 230 (2023)
Dmytro Humeniuk, Foutse Khomh, Giuliano Antoniol
AmbieGen: A Search-based Framework for Autonomous Systems Testing. CoRR (2023)
Dmytro Humeniuk, Foutse Khomh, Giuliano Antoniol
Reinforcement Learning Informed Evolutionary Search for Autonomous Systems Testing. CoRR (2023)
Florian Tambon, Foutse Khomh, Giuliano Antoniol
A probabilistic framework for mutation testing in deep neural networks. Inf. Softw. Technol. 155 (2023)
Florian Tambon, Vahid Majdinasab, Amin Nikanjam, Foutse Khomh, Giuliano Antoniol
Mutation Testing of Deep Reinforcement Learning Based on Real Faults. ICST (2023)
Biruk Asmare Muse, Foutse Khomh, Giuliano Antoniol
Refactoring practices in the context of data-intensive systems. Empir. Softw. Eng. 28 (2) (2023)
Florian Tambon, Vahid Majdinasab, Amin Nikanjam, Foutse Khomh, Giuliano Antoniol
Mutation Testing of Deep Reinforcement Learning Based on Real Faults. CoRR (2023)
Md. Saidur Rahman, Foutse Khomh, Alaleh Hamidi, Jinghui Cheng, Giuliano Antoniol, Hironori Washizaki
Machine learning application development: practitioners' insights. Softw. Qual. J. 31 (4) (2023)
Dmytro Humeniuk, Foutse Khomh, Giuliano Antoniol
A search-based framework for automatic generation of testing environments for cyber-physical systems. Inf. Softw. Technol. 149 (2022)
Biruk Asmare Muse, Csaba Nagy, Anthony Cleve, Foutse Khomh, Giuliano Antoniol
FIXME: synchronize with database! An empirical study of data access self-admitted technical debt. Empir. Softw. Eng. 27 (6) (2022)
Fiorella Zampetti, Saghan Mudbhari, Venera Arnaoudova, Massimiliano Di Penta, Sebastiano Panichella, Giuliano Antoniol
Using code reviews to automatically configure static analysis tools. Empir. Softw. Eng. 27 (1) (2022)
Biruk Asmare Muse, Foutse Khomh, Giuliano Antoniol
Do Developers Refactor Data Access Code? An Empirical Study. SANER (2022)
Mira Marhaba, Ettore Merlo, Foutse Khomh, Giuliano Antoniol
Identification of out-of-distribution cases of CNN using class-based surprise adequacy. CAIN (2022)
Biruk Asmare Muse, Foutse Khomh, Giuliano Antoniol
Do Developers Refactor Data Access Code? An Empirical Study. CoRR (2022)
Fiorella Zampetti, François Belias, Cyrine Zid, Giuliano Antoniol, Massimiliano Di Penta
An Empirical Study on the Fault-Inducing Effect of Functional Constructs in Python. ICSME (2022)
Biruk Asmare Muse, Csaba Nagy, Anthony Cleve, Foutse Khomh, Giuliano Antoniol
FIXME: Synchronize with Database An Empirical Study of Data Access Self-Admitted Technical Debt. CoRR (2022)
Dmytro Humeniuk, Foutse Khomh, Giuliano Antoniol
A Search-Based Framework for Automatic Generation of Testing Environments for Cyber-Physical Systems. CoRR (2022)
Dmytro Humeniuk, Giuliano Antoniol, Foutse Khomh
AmbieGen tool at the SBST 2022 Tool Competition. SBST@ICSE (2022)
Biruk Asmare Muse, Kawser Wazed Nafi, Foutse Khomh, Giuliano Antoniol
Data-access performance anti-patterns in data-intensive systems. CoRR (2022)
Carmen Coviello, Simone Romano, Giuseppe Scanniello, Giuliano Antoniol
GASSER: A Multi-Objective Evolutionary Approach for Test Suite Reduction. Int. J. Softw. Eng. Knowl. Eng. 32 (2) (2022)
Biruk Asmare Muse, Mohammad Masudur Rahman, Csaba Nagy, Anthony Cleve, Foutse Khomh, Giuliano Antoniol
On the Prevalence, Impact, and Evolution of SQL Code Smells in Data-Intensive Systems. CoRR (2022)
Florian Tambon, Foutse Khomh, Giuliano Antoniol
A Probabilistic Framework for Mutation Testing in Deep Neural Networks. CoRR (2022)
Ettore Merlo, Mira Marhaba, Foutse Khomh, Houssem Ben Braiek, Giuliano Antoniol
Models of Computational Profiles to Study the Likelihood of DNN Metamorphic Test Cases. CoRR (2021)
Dmytro Humeniuk, Giuliano Antoniol, Foutse Khomh
SWAT tool at the SBST 2021 Tool Competition. SBST@ICSE (2021)
Mahmood Vahedi, Mohammad Masudur Rahman, Foutse Khomh, Gias Uddin, Giuliano Antoniol
Summarizing Relevant Parts from Technical Videos. SANER (2021)
Florian Tambon, Amin Nikanjam, Le An, Foutse Khomh, Giuliano Antoniol
Silent Bugs in Deep Learning Frameworks: An Empirical Study of Keras and TensorFlow. CoRR (2021)
Md Saidur Rahman, Foutse Khomh, Alaleh Hamidi, Jinghui Cheng, Giuliano Antoniol, Hironori Washizaki
Machine Learning Application Development: Practitioners' Insights. CoRR (2021)
Dmytro Humeniuk, Giuliano Antoniol, Foutse Khomh
Data Driven Testing of Cyber Physical Systems. CoRR (2021)
Dmytro Humeniuk, Giuliano Antoniol, Foutse Khomh
Data Driven Testing of Cyber Physical Systems. SBST@ICSE (2021)
Alaleh Hamidi, Giuliano Antoniol, Foutse Khomh, Massimiliano Di Penta, Mohammad Hamidi
Towards Understanding Developers' Machine-Learning Challenges: A Multi-Language Study on Stack Overflow. SCAM (2021)
Carmen Coviello, Simone Romano, Giuseppe Scanniello, Giuliano Antoniol
Gasser. SANER (2021)
Yalda Hashemi, Maleknaz Nayebi, Giuliano Antoniol
Documentation of Machine Learning Software. CoRR (2020)
Giuliano Antoniol, Federica Sarro
Guest editorial: Special section on Search-based Software Engineering track at GECCO 2018. Inf. Softw. Technol. 118 (2020)
Carmen Coviello, Simone Romano, Giuseppe Scanniello, Alessandro Marchetto, Anna Corazza, Giuliano Antoniol
Adequate vs. inadequate test suite reduction approaches. Inf. Softw. Technol. 119 (2020)
Biruk Asmare Muse, Mohammad Masudur Rahman, Csaba Nagy, Anthony Cleve, Foutse Khomh, Giuliano Antoniol
On the Prevalence, Impact, and Evolution of SQL Code Smells in Data-Intensive Systems. MSR (2020)
Rodrigo Morales, Foutse Khomh, Giuliano Antoniol
RePOR: Mimicking humans on refactoring tasks. Are we there yet? Empir. Softw. Eng. 25 (4) (2020)
Yalda Hashemi, Maleknaz Nayebi, Giuliano Antoniol
Documentation of Machine Learning Software. SANER (2020)
Cyrine Zid, Dmytro Humeniuk, Foutse Khomh, Giuliano Antoniol
Double Cycle Hybrid Testing of Hybrid Distributed IoT System. ICSE (Workshops) (2020)
Carmen Coviello, Simone Romano, Giuseppe Scanniello, Giuliano Antoniol
GASSER: Genetic Algorithm for teSt Suite Reduction. ESEM (2020)
David Johannes, Foutse Khomh, Giuliano Antoniol
A large-scale empirical study of code smells in JavaScript projects. Softw. Qual. J. 27 (3) (2019)
Zéphyrin Soh, Foutse Khomh, Yann-Gaël Guéhéneuc, Giuliano Antoniol
Noise in Mylyn interaction traces and its impact on developers and recommendation systems. Empir. Softw. Eng. 23 (2) (2018)
Foutse Khomh, Bram Adams, Jinghui Cheng, Marios Fokaefs, Giuliano Antoniol
Software Engineering for Machine-Learning Applications: The Road Ahead. IEEE Softw. 35 (5) (2018)
Sarah Fakhoury, Venera Arnaoudova, Cedric Noiseux, Foutse Khomh, Giuliano Antoniol
Keep it simple: Is deep learning good for linguistic smell detection? SANER (2018)
Rodrigo Morales, Foutse Khomh, Giuliano Antoniol
Automated Refactoring: Can They Pass The Turing Test? CoRR (2018)
Rodrigo Morales, Rubén Saborido, Foutse Khomh, Francisco Chicano, Giuliano Antoniol
EARMO: An Energy-Aware Refactoring Approach for Mobile Apps. IEEE Trans. Software Eng. 44 (12) (2018)
Giuliano Antoniol, Kamel Ayari, Massimiliano Di Penta, Foutse Khomh, Yann-Gaël Guéhéneuc
Is it a bug or an enhancement?: a text-based approach to classify change requests. CASCON (2018)
Carmen Coviello, Simone Romano, Giuseppe Scanniello, Alessandro Marchetto, Giuliano Antoniol, Anna Corazza
Clustering support for inadequate test suite reduction. SANER (2018)
Rodrigo Morales, Rubén Saborido, Foutse Khomh, Francisco Chicano, Giuliano Antoniol
EARMO: an energy-aware refactoring approach for mobile apps. ICSE (2018)
Fuyuki Ishikawa, Foutse Khomh, Nobukazu Yoshioka, Giuliano Antoniol
International Workshop on Machine Learning Systems Engineering. WESPr-iMLSE@APSEC (2018)
Rodrigo Morales, Francisco Chicano, Foutse Khomh, Giuliano Antoniol
Exact search-space size for the refactoring scheduling problem. Autom. Softw. Eng. 25 (2) (2018)
Simone Romano, Giuseppe Scanniello, Giuliano Antoniol, Alessandro Marchetto
SPIRITuS: a SimPle Information Retrieval regressIon Test Selection approach. Inf. Softw. Technol. 99 (2018)
Rubén Saborido, Rodrigo Morales, Foutse Khomh, Yann-Gaël Guéhéneuc, Giuliano Antoniol
Getting the most from map data structures in Android. Empir. Softw. Eng. 23 (5) (2018)
Rodrigo Morales, Francisco Chicano, Foutse Khomh, Giuliano Antoniol
Efficient refactoring scheduling based on partial order reduction. J. Syst. Softw. 145 (2018)
Latifa Guerrouj, Zeinab Azadeh Kermansaravi, Venera Arnaoudova, Benjamin C. M. Fung, Foutse Khomh, Giuliano Antoniol, Yann-Gaël Guéhéneuc
Investigating the relation between lexical smells and change- and fault-proneness: an empirical study. Softw. Qual. J. 25 (3) (2017)
Le An, Ons Mlouki, Foutse Khomh, Giuliano Antoniol
Stack Overflow: A code laundering platform? SANER (2017)
Le An, Ons Mlouki, Foutse Khomh, Giuliano Antoniol
Stack Overflow: A Code Laundering Platform? CoRR (2017)
Aminata Sabane, Yann-Gaël Guéhéneuc, Venera Arnaoudova, Giuliano Antoniol
Fragile base-class problem, problem? Empir. Softw. Eng. 22 (5) (2017)
Rubén Saborido, Foutse Khomh, Yann-Gaël Guéhéneuc, Giuliano Antoniol
Comprehension of Ads-supported and Paid Android Applications: Are They Different? CoRR (2017)
Giuliano Antoniol, Jane Cleland-Huang, Jane Huffman Hayes, Michael Vierhauser
Grand Challenges of Traceability: The Next Ten Years. CoRR (2017)
Rodrigo Morales, Zéphyrin Soh, Foutse Khomh, Giuliano Antoniol, Francisco Chicano
On the use of developers' context for automatic refactoring of software anti-patterns. J. Syst. Softw. 128 (2017)
Majda Moussa, Massimiliano Di Penta, Giuliano Antoniol, Giovanni Beltrame
ACCUSE: Helping Users to Minimize Android App Privacy Concerns. MOBILESoft@ICSE (2017)
Rubén Saborido, Foutse Khomh, Giuliano Antoniol, Yann-Gaël Guéhéneuc
Comprehension of ads-supported and paid Android applications: are they different? ICPC (2017)
Fiorella Zampetti, Cedric Noiseux, Giuliano Antoniol, Foutse Khomh, Massimiliano Di Penta
Recommending when Design Technical Debt Should be Self-Admitted. ICSME (2017)
Phillip A. Laplante, Steve Counsell, Giuliano Antoniol
Disseminating the Best Material to Practitioners. IEEE Softw. 34 (3) (2017)
Wei Wu, Foutse Khomh, Bram Adams, Yann-Gaël Guéhéneuc, Giuliano Antoniol
An exploratory study of api changes and usages based on apache and eclipse ecosystems. Empir. Softw. Eng. 21 (6) (2016)
Ons Mlouki, Foutse Khomh, Giuliano Antoniol
On the Detection of Licenses Violations in the Android Ecosystem. SANER (2016)
Venera Arnaoudova, Massimiliano Di Penta, Giuliano Antoniol
Linguistic antipatterns: what they are and how developers perceive them. Empir. Softw. Eng. 21 (1) (2016)
Rubén Saborido, Giovanni Beltrame, Foutse Khomh, Enrique Alba, Giuliano Antoniol
Optimizing User Experience in Choosing Android Applications. SANER (2016)
Rodrigo Morales, Aminata Sabane, Pooya Musavi, Foutse Khomh, Francisco Chicano, Giuliano Antoniol
Finding the Best Compromise Between Design Quality and Testing Effort During Refactoring. SANER (2016)
Sonia Haiduc, Venera Arnaoudova, Andrian Marcus, Giuliano Antoniol
The use of text retrieval and natural language processing in software engineering. ICSE (Companion Volume) (2016)
Rodrigo Morales, Rubén Saborido, Foutse Khomh, Francisco Chicano, Giuliano Antoniol
Anti-patterns and the energy efficiency of Android applications. CoRR (2016)
Wei Wu, Adrien Serveaux, Yann-Gaël Guéhéneuc, Giuliano Antoniol
The impact of imperfect change rules on framework API evolution identification: an empirical study. Empir. Softw. Eng. 20 (4) (2015)
Nasir Ali, Zohreh Sharafi, Yann-Gaël Guéhéneuc, Giuliano Antoniol
An empirical study on the importance of source code entities for requirements traceability. Empir. Softw. Eng. 20 (2) (2015)
Rubén Saborido, Venera Arnaoudova, Giovanni Beltrame, Foutse Khomh, Giuliano Antoniol
On the impact of sampling frequency on software energy measurements. PeerJ Prepr. 3 (2015)
Venera Arnaoudova, Sonia Haiduc, Andrian Marcus, Giuliano Antoniol
The Use of Text Retrieval and Natural Language Processing in Software Engineering. ICSE (2) (2015)
Douglas H. Martin, James R. Cordy, Bram Adams, Giuliano Antoniol
Make it simple: an empirical analysis of GNU make feature use in open source projects. ICPC (2015)
Gregory Gay, Giuliano Antoniol
8th International Workshop on Search-Based Software Testing (SBST 2015). ICSE (2) (2015)
Sebastiano Panichella, Venera Arnaoudova, Massimiliano Di Penta, Giuliano Antoniol
Would static analysis tools help developers with code reviews? SANER (2015)
Laleh Mousavi Eshkevari, Fabien Dos Santos, James R. Cordy, Giuliano Antoniol
Are PHP applications ready for Hack? SANER (2015)
Venera Arnaoudova, Laleh Mousavi Eshkevari, Massimiliano Di Penta, Rocco Oliveto, Giuliano Antoniol, Yann-Gaël Guéhéneuc
REPENT: Analyzing the Nature of Identifier Renamings. IEEE Trans. Software Eng. 40 (5) (2014)
Fehmi Jaafar, Yann-Gaël Guéhéneuc, Sylvie Hamel, Giuliano Antoniol
Detecting asynchrony and dephase change patterns by mining software repositories. J. Softw. Evol. Process. 26 (1) (2014)
Latifa Guerrouj, Massimiliano Di Penta, Yann-Gaël Guéhéneuc, Giuliano Antoniol
An experimental investigation on the effects of context on source code identifiers splitting and expansion. Empir. Softw. Eng. 19 (6) (2014)
Sebastiano Panichella, Gabriele Bavota, Massimiliano Di Penta, Gerardo Canfora, Giuliano Antoniol
How Developers' Collaborations Identified from Different Sources Tell Us about Code Changes. ICSME (2014)
Soumaya Medini, Venera Arnaoudova, Massimiliano Di Penta, Giuliano Antoniol, Yann-Gaël Guéhéneuc, Paolo Tonella
SCAN: an approach to label and relate execution trace segments. J. Softw. Evol. Process. 26 (11) (2014)
Laleh Mousavi Eshkevari, Giuliano Antoniol, James R. Cordy, Massimiliano Di Penta
Identifying and locating interference issues in PHP applications: the case of WordPress. ICPC (2014)
Benoît De Smet, Lorent Lempereur, Zohreh Sharafi, Yann-Gaël Guéhéneuc, Giuliano Antoniol, Naji Habra
Taupe: Visualizing and analyzing eye-tracking data. Sci. Comput. Program. 79 (2014)
Gabriele Bavota, Rocco Oliveto, Andrea De Lucia, Andrian Marcus, Yann-Gaël Guéhéneuc, Giuliano Antoniol
In medio stat virtus: Extract class refactoring through nash equilibria. CSMR-WCRE (2014)
Wei Wu, Bram Adams, Yann-Gaël Guéhéneuc, Giuliano Antoniol
ACUA: API Change and Usage Auditor. SCAM (2014)
Segla Kpodjedo, Philippe Galinier, Giuliano Antoniol
Using local similarity measures to efficiently address approximate graph matching. Discret. Appl. Math. 164 (2014)
Zohreh Sharafi, Alessandro Marchetto, Angelo Susi, Giuliano Antoniol, Yann-Gaël Guéhéneuc
An empirical study on the efficiency of graphical vs. textual representations in requirements comprehension. ICPC (2013)
Segla Kpodjedo, Filippo Ricca, Philippe Galinier, Giuliano Antoniol, Yann-Gaël Guéhéneuc
Studying software evolution of large object-oriented software systems using an ETGM algorithm. J. Softw. Evol. Process. 25 (2) (2013)
Maurizio Leotta, Filippo Ricca, Giuliano Antoniol, Vahid Garousi, Junji Zhi, Günther Ruhe
A Pilot Experiment to Quantify the Effect of Documentation Accuracy on Maintenance Tasks. ICSM (2013)
Martin Pinzger, Giuliano Antoniol
Guest editorial: reverse engineering. Empir. Softw. Eng. 18 (5) (2013)
Latifa Guerrouj, Massimiliano Di Penta, Giuliano Antoniol, Yann-Gaël Guéhéneuc
TIDIER: an identifier splitting approach using speech recognition techniques. J. Softw. Evol. Process. 25 (6) (2013)
Zéphyrin Soh, Foutse Khomh, Yann-Gaël Guéhéneuc, Giuliano Antoniol, Bram Adams
On the effect of program exploration on maintenance tasks. WCRE (2013)
Aminata Sabane, Massimiliano Di Penta, Giuliano Antoniol, Yann-Gaël Guéhéneuc
A Study on the Relation between Antipatterns and the Cost of Class Unit Testing. CSMR (2013)
Nasir Ali, Yann-Gaël Guéhéneuc, Giuliano Antoniol
Trustrace: Mining Software Repositories to Improve the Accuracy of Requirement Traceability Links. IEEE Trans. Software Eng. 39 (5) (2013)

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Publication Activity (10 Years)

Top Topics

Top Venues

Giuliano Antoniol