Antonio Martini

108 papers A 6B 20C 2Journal 41Unranked 33
YearRankTypeTitle / Venue / Authors
2026 B conf
TD-Suite: All Batteries Included Framework for Technical Debt Classification.
XP
Karthik Shivashankar, Antonio Martini
2025 — conf
An Exploratory Study on Architectural Smell Refactoring Using Large Languages Models.
ICSA Companion
Gabriele Pandini, Antonio Martini, Adela Nedisan Videsjorden, Francesca Arcelli Fontana
2025 J jnl
BEACon-TD: Classifying Technical Debt and its types across diverse software projects issues using transformers.
J. Syst. Softw.
Karthik Shivashankar, Mili Orucevic, Maren Maritsdatter Kruke, Antonio Martini
2025 A conf
Combining Insights from Multiple Tools to Manage Technical Debt in Industrial C# Projects.
ICSME
Simeon Tverdal, Phu Hong Nguyen, Arda Goknil, Antonio Martini, Merve Astekin, Mili Orucevic, Maren Maritsdatter Kruke, Håvard Stranden
2025 B conf
DebtQuest: Discover Technical Debt Management Issues with Survey Visualization.
VISSOFT
Marius Irgens, Mili Orucevic, Mads Boye, Jan Henrik Gundelsby, Antonio Martini
2025 B conf
Enhancing Python Code Maintainability Through Large Language Model-Based Approaches.
PROFES
Karthik Shivashankar, Antonio Martini
2025 J jnl
Enhancing Task Prioritization in Software Development Issues Tracking System.
J. Softw. Evol. Process.
Karthik Shivashankar, Kristian Marison Haugerud, Antonio Martini
2025 J jnl
MLScent A tool for Anti-pattern detection in ML projects.
CoRR
Karthik Shivashankar, Antonio Martini
2025 B conf
MLScent: A Tool for Anti-Pattern Detection in ML Projects.
CAIN
Karthik Shivashankar, Antonio Martini
2025 J jnl
Maintainability and Scalability in Machine Learning: Challenges and Solutions.
ACM Comput. Surv.
Karthik Shivashankar, Ghadi S. Al Hajj, Antonio Martini
2025 J jnl
Process Debt: Definition, Risks, and Management.
J. Softw. Evol. Process.
Antonio Martini, Viktoria Stray, Terese Besker, Nils Brede Moe, Jan Bosch
2025 J jnl
PyExamine A Comprehensive, UnOpinionated Smell Detection Tool for Python.
CoRR
Karthik Shivashankar, Antonio Martini
2025 A conf
PyExamine: A Comprehensive, Un-Opinionated Smell Detection Tool for Python.
MSR
Karthik Shivashankar, Antonio Martini
2025 J jnl
QualiTagger: Automating software quality detection in issue trackers.
CoRR
Karthik Shivashankar, Rafael Capilla, Maren Maritsdatter Kruke, Mili Orucevic, Antonio Martini
2025 J jnl
Scalability and Maintainability Challenges and Solutions in Machine Learning: Systematic Literature Review.
CoRR
Karthik Shivashankar, Ghadi S. Al Hajj, Antonio Martini
2025 J jnl
TD-Suite: All Batteries Included Framework for Technical Debt Classification.
CoRR
Karthik Shivashankar, Antonio Martini
2025 J jnl
Unravelling Technical debt topics through Time, Programming Languages and Repository.
CoRR
Karthik Shivashankar, Antonio Martini
2025 B conf
Visualization Usage in Technical Debt Management.
XP
Marius Irgens, Antonio Martini
2024 J jnl
Better Python Programming for all: With the focus on Maintainability.
CoRR
Karthik Shivashankar, Antonio Martini
2024 B conf
Defining Security Debt: A Case Study Based on Practice.
PROFES
Maren Maritsdatter Kruke, Antonio Martini, Daniela S. Cruzes, Monica Iovan
2024 J jnl
Identifying Technical Debt and Its Types Across Diverse Software Projects Issues.
CoRR
Karthik Shivashankar, Mili Orucevic, Maren Maritsdatter Kruke, Antonio Martini
2024 J jnl
Maintainability Challenges in ML: A Systematic Literature Review.
CoRR
Karthik Shivashankar, Antonio Martini
2024 J jnl
ModelViz: A Model-Driven Engineering Approach for Visual Analytics System Design.
IEEE Access
Alireza Khakpour, Andrea Vázquez-Ingelmo, Ricardo Colomo-Palacios, Francisco J. García-Peñalvo, Antonio Martini
2024 B conf
Towards Enhancing Task Prioritization in Software Development Through Transformer-Based Issues Classification.
PROFES
Kristian Marison Haugerud, Karthik Shivashankar, Antonio Martini
2023 J jnl
Special section on IST for ICSOB2021.
Inf. Softw. Technol.
Xiaofeng Wang, Antonio Martini, Anh Nguyen-Duc, Viktoria Stray, Kryzstof Wnuk
2023 J jnl
TD Pulse: Assessing the Systematic Management of Technical Debt.
IEEE Softw.
Antonio Martini, Terese Besker, Torsten Posch, Jan Bosch
2023 — conf
Technical Debt Classification in Issue Trackers using Natural Language Processing based on Transformers.
TechDebt@ICSE
Daniel Skryseth, Karthik Shivashankar, Ildikó Pilán, Antonio Martini
2022 J jnl
Accumulation and Prioritization of Architectural Debt in Three Companies Migrating to Microservices.
IEEE Access
Saulo S. de Toledo, Antonio Martini, Phu Hong Nguyen, Dag I. K. Sjøberg
2022 — ch.
Chapter 3 Efficient and Effective Exploratory Testing of Large-Scale Software Systems.
Accelerating Digital Transformation
Torvald Mårtensson, Daniel Ståhl, Antonio Martini, Jan Bosch
2022 — ch.
Chapter 4 Technical Debt Tracking: Current State of Practice: A Survey and Multiple Case Study in 15 Large Organizations.
Accelerating Digital Transformation
Antonio Martini, Terese Besker, Jan Bosch
2022 B conf
Maintainability Challenges in ML: A Systematic Literature Review.
SEAA
Karthik Shivashankar, Antonio Martini
2022 J jnl
The use of incentives to promote technical debt management.
Inf. Softw. Technol.
Terese Besker, Antonio Martini, Jan Bosch
2021 J jnl
10 Years of Technical Debt Research and Practice: Past, Present, and Future.
IEEE Softw.
Marcus Ciolkowski, Valentina Lenarduzzi, Antonio Martini
2021 J jnl
A systematic literature review on Technical Debt prioritization: Strategies, processes, factors, and tools.
J. Syst. Softw.
Valentina Lenarduzzi, Terese Besker, Davide Taibi, Antonio Martini, Francesca Arcelli Fontana
2021 J jnl
Agile Elicitation of Scalability Requirements for Open Systems: A Case Study.
CoRR
Gunnar Brataas, Antonio Martini, Geir Kjetil Hanssen, Georg Ræder
2021 J jnl
Agile elicitation of scalability requirements for open systems: A case study.
J. Syst. Softw.
Gunnar Brataas, Antonio Martini, Geir Kjetil Hanssen, Georg Ræder
2021 J jnl
An Overview and Comparison of Technical Debt Measurement Tools.
IEEE Softw.
Paris Avgeriou, Davide Taibi, Apostolos Ampatzoglou, Francesca Arcelli Fontana, Terese Besker, Alexander Chatzigeorgiou, Valentina Lenarduzzi, Antonio Martini, Athanasia Moschou, Ilaria Pigazzini, Nyyti Saarimäki, Darius Sas, Saulo S. de Toledo, Angeliki-Agathi Tsintzira
2021 J jnl
Efficient and effective exploratory testing of large-scale software systems.
J. Syst. Softw.
Torvald Mårtensson, Daniel Ståhl, Antonio Martini, Jan Bosch
2021 J jnl
Identifying architectural technical debt, principal, and interest in microservices: A multiple-case study.
J. Syst. Softw.
Saulo S. de Toledo, Antonio Martini, Dag I. K. Sjøberg
2021 J jnl
Measuring affective states from technical debt.
Empir. Softw. Eng.
Jesper Olsson, Erik Risfelt, Terese Besker, Antonio Martini, Richard Torkar
2021 B conf
Reducing Incidents in Microservices by Repaying Architectural Technical Debt.
SEAA
Saulo S. de Toledo, Antonio Martini, Dag I. K. Sjøberg, Agata Przybyszewska, Johannes Skov Frandsen
2021 — ed.
Software Business - 12th International Conference, ICSOB 2021, Drammen, Norway, December 2-3, 2021, Proceedings
ICSOB
Xiaofeng Wang, Antonio Martini, Anh Nguyen-Duc, Viktoria Stray
2021 — conf
Summary: Identifying Architectural Technical Debt, Principal and Interest in Microservices - A Multiple-Case Study (short paper).
ECSA (Companion)
Saulo S. de Toledo, Antonio Martini, Dag I. K. Sjøberg
2021 B conf
Technical Debt Impacting Lead-Times: An Exploratory Study.
SEAA
Valentina Lenarduzzi, Antonio Martini, Nyyti Saarimäki, Damian Andrew Tamburri
2021 B conf
The MaLET Model - Maturity Levels for Exploratory Testing.
SEAA
Torvald Mårtensson, Daniel Ståhl, Antonio Martini, Jan Bosch
2021 J jnl
The immuneML ecosystem for machine learning analysis of adaptive immune receptor repertoires.
Nat. Mach. Intell.
Milena Pavlovic, Lonneke Scheffer, Keshav Motwani, Chakravarthi Kanduri, Radmila Kompova, Nikolay Vazov, Knut Waagan, Fabian L. M. Bernal, Alexandre Almeida Costa, Brian Corrie, Rahmad Akbar, Ghadi S. Al Hajj, Gabriel Balaban, Todd M. Brusko, Maria Chernigovskaya, Scott Christley, Lindsay G. Cowell, Robert Frank, Ivar Grytten, Sveinung Gundersen, Ingrid Hobæk Haff, Eivind Hovig, Ping-Han Hsieh, Günter Klambauer, Marieke L. Kuijjer, Christin Lund-Andersen, Antonio Martini, Thomas Minotto, Johan Pensar, Knut D. Rand, Enrico Riccardi, Philippe A. Robert, Artur Rocha, Andrei Slabodkin, Igor Snapkov, Ludvig Magne Sollid, Dmytro Titov, Cédric R. Weber, Michael Widrich, Gur Yaari, Victor Greiff, Geir Kjetil Sandve
2021 J jnl
The use of incentives to promote Technical Debt management.
CoRR
Terese Besker, Antonio Martini, Jan Bosch
2021 J jnl
Toward a Technical Debt Conceptualization for Serverless Computing.
IEEE Softw.
Valentina Lenarduzzi, Jeremy Daly, Antonio Martini, Sebastiano Panichella, Damian Andrew Tamburri
2021 B conf
Toward a Technical Debt Relationship with the Pivoting of Growth Phase Startups.
PROFES
Orges Cico, Terese Besker, Antonio Martini, Anh Nguyen-Duc, Renata Souza, Jan Bosch
2021 J jnl
Visual Analytics for Decision Support: A Supply Chain Perspective.
IEEE Access
Alireza Khakpour, Ricardo Colomo-Palacios, Antonio Martini
2020 — conf
Carrot and stick approaches when managing technical debt.
TechDebt@ICSE
Terese Besker, Antonio Martini, Jan Bosch
2020 — conf
Improving Agility by Managing Shared Libraries in Microservices.
XP Workshops
Saulo S. de Toledo, Antonio Martini, Dag I. K. Sjøberg
2020 J jnl
Measuring affective states from technical debt: A psychoempirical software engineering experiment.
CoRR
Jesper Olsson, Erik Risfelt, Terese Besker, Antonio Martini, Richard Torkar
2020 C conf
Process Debt: a First Exploration.
APSEC
Antonio Martini, Terese Besker, Jan Bosch
2020 — conf
Skuld: a self-learning tool for impact-driven technical debt management.
TechDebt@ICSE
Josep Burgaya Pujols, Pieter Bas, Silverio Martínez-Fernández, Antonio Martini, Adam Trendowicz
2020 J jnl
The influence of Technical Debt on software developer morale.
J. Syst. Softw.
Terese Besker, Hadi Ghanbari, Antonio Martini, Jan Bosch
2019 — conf
Architectural technical debt in microservices: a case study in a large company.
TechDebt@ICSE
Saulo S. de Toledo, Antonio Martini, Agata Przybyszewska, Dag I. K. Sjøberg
2019 — conf
Big bangs and small pops: on critical cyclomatic complexity and developer integration behavior.
ICSE (SEIP)
Daniel Ståhl, Antonio Martini, Torvald Mårtensson
2019 A conf
Continuous Architecture: Towards the Goldilocks Zone and Away from Vicious Circles.
ICSA
Torvald Mårtensson, Daniel Ståhl, Antonio Martini, Jan Bosch
2019 — conf
Evolution of Technical Debt: An Exploratory Study.
IWSM-Mensura
Md. Abdullah Al Mamun, Antonio Martini, Miroslaw Staron, Christian Berger, Jörgen Hansson
2019 B conf
Excellence in Exploratory Testing: Success Factors in Large-Scale Industry Projects.
PROFES
Torvald Mårtensson, Antonio Martini, Daniel Ståhl, Jan Bosch
2019 B conf
How Regulations of Safety-Critical Software Affect Technical Debt.
SEAA
Terese Besker, Antonio Martini, Jan Bosch
2019 — conf
Identifying scalability debt in open systems.
TechDebt@ICSE
Geir Kjetil Hanssen, Gunnar Brataas, Antonio Martini
2019 J jnl
Software developer productivity loss due to technical debt - A replication and extension study examining developers' development work.
J. Syst. Softw.
Terese Besker, Antonio Martini, Jan Bosch
2019 J jnl
Technical Debt Prioritization: State of the Art. A Systematic Literature Review.
CoRR
Valentina Lenarduzzi, Terese Besker, Davide Taibi, Antonio Martini, Francesca Arcelli Fontana
2019 — conf
Technical debt triage in backlog management.
TechDebt@ICSE
Terese Besker, Antonio Martini, Jan Bosch
2019 — conf
Technical-, Social- and Process Debt in Large-Scale Agile: An Exploratory Case-Study.
XP Workshops
Antonio Martini, Viktoria Stray, Nils Brede Moe
2019 J jnl
Towards Surgically-Precise Technical Debt Estimation: Early Results and Research Roadmap.
CoRR
Valentina Lenarduzzi, Antonio Martini, Davide Taibi, Damian Andrew Tamburri
2019 — conf
Towards surgically-precise technical debt estimation: early results and research roadmap.
MaLTeSQuE@ESEC/SIGSOFT FSE
Valentina Lenarduzzi, Antonio Martini, Davide Taibi, Damian Andrew Tamburri
2018 J jnl
A semi-automated framework for the identification and estimation of Architectural Technical Debt: A comparative case-study on the modularization of a software component.
Inf. Softw. Technol.
Antonio Martini, Erik Sikander, Niel Madlani
2018 — conf
Anacondebt: a tool to assess and track technical debt.
TechDebt@ICSE
Antonio Martini
2018 A conf
Embracing Technical Debt, from a Startup Company Perspective.
ICSME
Terese Besker, Antonio Martini, Rumesh Edirisooriya Lokuge, Kelly Blincoe, Jan Bosch
2018 B conf
Identifying and Prioritizing Architectural Debt Through Architectural Smells: A Case Study in a Large Software Company.
ECSA
Antonio Martini, Francesca Arcelli Fontana, Andrea Biaggi, Riccardo Roveda
2018 J jnl
Managing architectural technical debt: A unified model and systematic literature review.
J. Syst. Softw.
Terese Besker, Antonio Martini, Jan Bosch
2018 J jnl
Technical Debt tracking: Current state of practice: A survey and multiple case study in 15 large organizations.
Sci. Comput. Program.
Antonio Martini, Terese Besker, Jan Bosch
2018 — conf
Technical debt cripples software developer productivity: a longitudinal study on developers' daily software development work.
TechDebt@ICSE
Terese Besker, Antonio Martini, Jan Bosch
2017 — conf
An investigation of technical debt in automatic production systems.
XP Workshops
Terese Besker, Antonio Martini, Jan Bosch, Matthias Tichy
2017 B conf
Impact of Architectural Technical Debt on Daily Software Development Work - A Survey of Software Practitioners.
SEAA
Terese Besker, Antonio Martini, Jan Bosch
2017 A conf
Looking for Peace of Mind? Manage Your (Technical) Debt: An Exploratory Field Study.
ESEM
Hadi Ghanbari, Terese Besker, Antonio Martini, Jan Bosch
2017 J jnl
On the interest of architectural technical debt: Uncovering the contagious debt phenomenon.
J. Softw. Evol. Process.
Antonio Martini, Jan Bosch
2017 — conf
Revealing Social Debt with the CAFFEA Framework: An Antidote to Architectural Debt.
ICSA Workshops
Antonio Martini, Jan Bosch
2017 — conf
Technical debt interest assessment: from issues to project.
XP Workshops
Antonio Martini, Simon Vajda, Rajesh Vasa, Allan Jones, Mohamed Abdelrazek, John Grundy, Jan Bosch
2017 A conf
The Pricey Bill of Technical Debt: When and by Whom will it be Paid?
ICSME
Terese Besker, Antonio Martini, Jan Bosch
2017 — conf
The magnificent seven: towards a systematic estimation of technical debt interest.
XP Workshops
Antonio Martini, Jan Bosch
2017 — conf
Time to Pay Up: Technical Debt from a Software Quality Perspective.
CIbSE
Terese Besker, Antonio Martini, Jan Bosch
2016 — conf
A Multiple Case Study of Continuous Architecting in Large Agile Companies: Current Gaps and the CAFFEA Framework.
WICSA
Antonio Martini, Jan Bosch
2016 B conf
A Systematic Literature Review and a Unified Model of ATD.
SEAA
Terese Besker, Antonio Martini, Jan Bosch
2016 J jnl
A multiple case study on the inter-group interaction speed in large, embedded software companies employing agile.
J. Softw. Evol. Process.
Antonio Martini, Lars Pareto, Jan Bosch
2016 — conf
An empirically developed method to aid decisions on architectural technical debt refactoring: AnaConDebt.
ICSE (Companion Volume)
Antonio Martini, Jan Bosch
2016 — conf
Co-Existence of the 'Technical Debt' and 'Software Legacy' Concepts.
QuASoQ/TDA@APSEC
Johannes Holvitie, Sherlock A. Licorish, Antonio Martini, Ville Leppänen
2016 B conf
Estimating and Quantifying the Benefits of Refactoring to Improve a Component Modularity: A Case Study.
SEAA
Antonio Martini, Erik Sikander, Niel Medlani
2016 — conf
Exploring the Presence of Technical Debt in Industrial GUI-Based Testware: A Case Study.
ICST Workshops
Emil Alégroth, Marcello Steiner, Antonio Martini
2016 C conf
The Introduction of Technical Debt Tracking in Large Companies.
APSEC
Antonio Martini, Terese Besker, Jan Bosch
2016 — conf
The Perception of Technical Debt in the Embedded Systems Domain: An Industrial Case Study.
MTD@ICSME
Areti Ampatzoglou, Apostolos Ampatzoglou, Alexander Chatzigeorgiou, Paris Avgeriou, Pekka Abrahamsson, Antonio Martini, Uwe Zdun, Kari Systä
2015 — conf
Identifying and visualizing Architectural Debt and its efficiency interest in the automotive domain: A case study.
MTD@ICSME
Ulf Eliasson, Antonio Martini, Robert Kaufmann, Sam Odeh
2015 J jnl
Investigating Architectural Technical Debt accumulation and refactoring over time: A multiple-case study.
Inf. Softw. Technol.
Antonio Martini, Jan Bosch, Michel Chaudron
2015 — conf
Technical debt in Automated Production Systems.
MTD@ICSME
Birgit Vogel-Heuser, Susanne Rösch, Antonio Martini, Matthias Tichy
2015 — conf
The Danger of Architectural Technical Debt: Contagious Debt and Vicious Circles.
WICSA
Antonio Martini, Jan Bosch
2015 B conf
Towards Introducing Agile Architecting in Large Companies: The CAFFEA Framework.
XP
Antonio Martini, Lars Pareto, Jan Bosch
2015 — conf
Towards Prioritizing Architecture Technical Debt: Information Needs of Architects and Product Owners.
EUROMICRO-SEAA
Antonio Martini, Jan Bosch
2014 — ch.
A Framework for Speeding Up Interactions Between Agile Teams and Other Parts of the Organization.
Continuous Software Engineering
Antonio Martini, Lars Pareto, Jan Bosch
2014 — conf
Architecture Technical Debt: Understanding Causes and a Qualitative Model.
EUROMICRO-SEAA
Antonio Martini, Jan Bosch, Michel Chaudron
2014 — ch.
Role of Architects in Agile Organizations.
Continuous Software Engineering
Antonio Martini, Lars Pareto, Jan Bosch
2014 — ch.
Teams Interactions Hindering Short-Term and Long-Term Business Goals.
Continuous Software Engineering
Antonio Martini, Lars Pareto, Jan Bosch
2013 B conf
Communication factors for speed and reuse in large-scale agile software development.
SPLC
Antonio Martini, Lars Pareto, Jan Bosch
2013 — conf
Improving Businesses Success by Managing Interactions among Agile Teams in Large Organizations.
ICSOB
Antonio Martini, Lars Pareto, Jan Bosch
2013 — conf
Managing Speed in Companies Developing Large-Scale Embedded Systems.
ICSOB
Antonio Martini
2012 — conf
Enablers and inhibitors for speed with reuse.
SPLC (1)
Antonio Martini, Lars Pareto, Jan Bosch