output
20082026
most citedDevelopment of a Soft Actor Critic Deep Reinforcement Learning Approach for Harnessing Energy Flexibility in a Large Office Building

60 citations

41 papers

cs.CV2026

DyABD: The Abdominal Muscle Segmentation in Dynamic MRI Benchmark

Niamh Belton, Victoria Joppin, Aonghus Lawlor +4

This work introduces DyABD, a novel and complex benchmark dataset of dynamic abdominal MRIs from patients with abdominal hernias and associated high quality abdominal muscle annota…

cs.SE2025

From Online User Feedback to Requirements: Evaluating Large Language Models for Classification and Specification Tasks

Manjeshwar Aniruddh Mallya, Alessio Ferrari, Mohammad Amin Zadenoori +1

[Context and Motivation] Online user feedback provides valuable information to support requirements engineering (RE). However, analyzing online user feedback is challenging due to…

cs.SE2025

Constrained Co-evolutionary Metamorphic Differential Testing for Autonomous Systems with an Interpretability Approach

Hossein Yousefizadeh, Shenghui Gu, Lionel C. Briand +1

Autonomous systems, such as autonomous driving systems, evolve rapidly through frequent updates, risking unintended behavioral degradations. Effective system-level testing is chall…

physics.bio-ph2025★ 12 cited

Analysis of in-vivo skin anisotropy using elastic wave measurements and Bayesian modelling

Matt Nagle, Susan Price, Antonia Trotta +3

In vivo skin exhibits viscoelastic, hyper-elastic and non-linear characteristics. It is under a constant non-equibiaxial tension in its natural configuration and is reinforced with…

cs.SE2025★ 3 cited

Hallucination to Consensus: Multi-Agent LLMs for End-to-End JUnit Test Generation

Qinghua Xu, Guancheng Wang, Lionel Briand +1

Unit testing plays a critical role in ensuring software correctness. However, writing unit tests manually is labor-intensive, especially for strongly typed languages like Java, mot…

cs.CV2024★ 6 cited

Enhancing coastal water body segmentation with Landsat Irish Coastal Segmentation (LICS) dataset

Conor O'Sullivan, Ambrish Kashyap, Seamus Coveney +2

Ireland's coastline, a critical and dynamic resource, is facing challenges such as erosion, sedimentation, and human activities. Monitoring these changes is a complex task we appro…