Arda Göknil

SINTEF — Norway

Computer Science · Physical Sciences

21h-index1.4kcitations98works2.12yr avg
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Research Topics

Advanced Software Engineering Methodologies(29), Software Engineering Research(23), Service-Oriented Architecture and Web Services(22), Software Engineering Techniques and Practices(15), Software Testing and Debugging Techniques(15)

Publications98 total

Unsupervised Learning and Process Analysis for Sensor Data Validation in the IIoT
ACM Transactions on Internet Technology·2025Open Access
Detecting Technical Debt in Source Code Changes Using Large Language Models
Lecture notes in computer science·2025
LUMEN: Enhancing IoT System Observability with Multi-Agent Large Language Models and Knowledge Graphs
ACM Transactions on Internet of Things·2025Open Access
FedMAC: Federated Multi-Algorithm Clustering for Autonomic Systems
2025
Sustainable LLM Inference for Edge AI: Evaluating Quantized LLMs for Energy Efficiency, Output Accuracy, and Inference Latency
ACM Transactions on Internet of Things·2025· 12 citedOpen Access
Combining Insights from Multiple Tools to Manage Technical Debt in Industrial C# Projects
2025
Developing Multi-Agent LLM Applications Through Continuous Human-LLM Co-Programming
2025· 2 cited
Sustainable LLM Inference for Edge AI: Evaluating Quantized LLMs for Energy Efficiency, Output Accuracy, and Inference Latency
arXiv (Cornell University)·2025· 2 citedOpen Access
3D-DaVa: Enhancing 3D Point Cloud Data Reliability for Industrial Applications
Journal of Data and Information Quality·2025· 1 cited
Advances in Secure IoT Data Sharing
Foundations and Trends® in Privacy and Security·2024· 4 citedOpen Access
Data Quality as a Service Framework for AI-Enabled Industrial Internet of Things
2024· 1 citedOpen Access
Privacy Policy Analysis through Prompt Engineering for LLMs
arXiv (Cornell University)·2024· 1 citedOpen Access
An AI pipeline for garment price projection using computer vision
Neural Computing and Applications·2024· 4 citedOpen Access
Adaptable Runtime Monitoring for Intermittent Systems
2024· 4 citedOpen Access
Engineering Carbon Emission-aware Machine Learning Pipelines
2024· 1 citedOpen Access
Automated Behavior Labeling for IIoT Data
2023· 4 cited
Edge-based Data Profiling and Repair as a Service for IoT
2023· 7 citedOpen Access
REPTILE: a Tool for Replay-driven Continual Learning in IIoT
2023· 2 cited
Replay-Driven Continual Learning for the Industrial Internet of Things
Zenodo (CERN European Organization for Nuclear Research)·2023Open Access
Uncertainty-aware Virtual Sensors for Cyber-Physical Systems
Zenodo (CERN European Organization for Nuclear Research)·2023Open Access
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Frequent Co-authors

Lionel Briand(18), Ivan Kurtev(11), Fabrizio Pastore(10), Klaas van den Berg(9), Sagar Sen(9), Erik Johannes Husom(8), Simeon Tverdal(7), Phu H. Nguyen(6), Ines Hajri(6), Phu X.(5), Thierry Stephany(5), Chunhui Wang(4), Geylani Kardaş(4), Oğuz Dikenelli(4), N. Yasemin Topaloğlu(4), Marie-Agnès Peraldi-Frati(3), Ismênia Galvão(2), Zohaib Iqbal(2), Lwin Khin Shar(2), Chetan Arora(2)