{"total":16,"rows":[{"id":"2110.10234","title":"Collaboration Challenges in Building ML-Enabled Systems: Communication, Documentation, Engineering, and Process","created":"2021-10-19","cited_by_count":56,"area":null},{"id":"2106.04823","title":"Taxonomy of Machine Learning Safety: A Survey and Primer","created":"2021-06-09","cited_by_count":25,"area":null},{"id":"2304.00078","title":"A Meta-Summary of Challenges in Building Products with ML Components -- Collecting Experiences from 4758+ Practitioners","created":"2023-03-31","cited_by_count":22,"area":null},{"id":"2103.09783","title":"Characterizing Technical Debt and Antipatterns in AI-Based Systems: A Systematic Mapping Study","created":"2021-03-17","cited_by_count":21,"area":null},{"id":"2312.09610","title":"A Synthesis of Green Architectural Tactics for ML-Enabled Systems","created":"2023-12-15","cited_by_count":17,"area":null},{"id":"2409.07192","title":"How Mature is Requirements Engineering for AI-based Systems? A Systematic Mapping Study on Practices, Challenges, and Future Research Directions","created":"2024-09-11","cited_by_count":5,"area":null},{"id":"2201.04876","title":"Towards a Reference Software Architecture for Human-AI Teaming in Smart Manufacturing","created":"2022-01-13","cited_by_count":2,"area":null},{"id":"2203.12697","title":"What is Software Quality for AI Engineers? Towards a Thinning of the Fog","created":"2022-03-23","cited_by_count":2,"area":null},{"id":"2303.01998","title":"MLTEing Models: Negotiating, Evaluating, and Documenting Model and System Qualities","created":"2023-03-03","cited_by_count":2,"area":null},{"id":"2403.16808","title":"Navigating the EU AI Act: A Methodological Approach to Compliance for Safety-critical Products","created":"2024-03-25","cited_by_count":2,"area":null},{"id":"2405.02726","title":"A Mathematical Model of the Hidden Feedback Loop Effect in Machine Learning Systems","created":"2024-05-04","cited_by_count":1,"area":null},{"id":"2507.19559","title":"Towards Sustainability Model Cards","created":"2025-07-25","cited_by_count":1,"area":null},{"id":"2203.08465","title":"Building AI Innovation Labs together with Companies","created":"2022-03-16","cited_by_count":0,"area":null},{"id":"2406.08575","title":"Using Quality Attribute Scenarios for ML Model Test Case Generation","created":"2024-06-12","cited_by_count":0,"area":null},{"id":"2411.03007","title":"Data Quality Awareness: A Journey from Traditional Data Management to Data Science Systems","created":"2024-11-05","cited_by_count":0,"area":null},{"id":"2602.05043","title":"Quality Model for Machine Learning Components","created":"2026-02-04","cited_by_count":0,"area":null}],"next_cursor":null}