Application Papers

On Adapting Time Series Foundation Models for Stress Detection
Jae-Eun Nam and S. Meyer-Nieberg (University of the Bundeswehr, Neubiberg, Germany)

Machine Learning and Large Language Models

Adapting Diffusion-Based LiDAR Scene Completion to Underwater SONAR Bathymetry
V. Madamanchi (Hochschule Bremen – City University of Applied Sciences, Germany; German Research Center for Artificial Intelligence), A. Elsayed (German Research Center for Artificial Intelligence; Osnabrück University, Germany), B. Lehmann (Hochschule Bremen – City University of Applied Sciences, Germany), F. Stahl (German Research Center for Artificial Intelligence; Jade Hochschule, University of Applied Sciences in Oldenburg, Germany)

Intelligent Energy Management in Hospitality: A Stacked Machine Learning Framework for Electricity Consumption Forecasting with Real-World Deployment
Benhur Bakhtiari Bastaki, John Atughara and Tharaka Ilayperuma (University of Staffordshire, UK), Dale Nix and Mark Jelly (Avenue 9 Solutions)

Explaining UK Graduate Employment Outcomes with Interpretable Machine Learning: A Cohort-Cell Analysis of HESA Open Data, 2017–2024
Christy Jackson Joshua (University of the West of Scotland, London Campus, UK)

Assessing Robustness to Catastrophic Forgetting in Continual Deep Reinforcement Learning for Cyber-Physical Systems
Kim N. Nolle, Ivana Dusparic, Rhodri Cusack and Vinny Cahill (Trinity College Dublin, Ireland)

Tracking GNSS Deception at Sea: SpoofCloudFinder for Detecting Coordinated Multi-Vessel Anomalies in AIS Data
F. Czapski, N. Abbas (University of Leeds, UK)

Pakistan Forest Observatory: A Knowledge-Based Platform for AI-Driven Forest Monitoring, Risk Assessment, and Operational Management
Muhammad Sohaib Ayub (University of Galway, Ireland), Sikander Bakhat and Mian Muhammad Awais (Lahore University of Management Sciences, Pakistan), Aqeela Mobeen Akhter (Punjab Forestry Research Institute, Faisalabad, Pakistan), and Umair ul Hassan (University of Galway, Ireland)

MCP-Mediated Grid Knowledge Graph and Ontology Access for Confidential LLM-Based Power-Grid Decision Support System
Jérôme Agater (Jade Hochschule, Wilhelmshaven, Germany) Talina Eugene-Combette and Evan Grosset-Janin (Université de Bordeaux, France) Ammar Memari (Jade Hochschule, Wilhelmshaven, Germany) Jorge Marx Gómez (VLBA, Carl von Ossietzky Universität Oldenburg, Germany)

Medical Computing and Health Informatics

Biomechanically Constrained Deep Learning for Rib Fracture Detection on Chest Radiographs
Xi Liu (University of Science and Technology of China, China), Anthony Howard (Wrightington Hospital, UK), Shufan Yang (University of Leeds, UK)

Learning Circadian Phase from Actigraphy via Temperature-Derived Supervision
Stuart Gallina Ottersen and Kerstin Bach (Norwegian University of Science and Technology, Trondheim, Norway)

Hilbert-Huang Image Encodings for Stress Detection from Blood Volume Pulse and Electrodermal Activity Signals
Mjellma Çitaku, Marko Hofmann and Silja Meyer-Nieberg (University of the Bundeswehr Munich, Germany)

Towards WiFi-CSI-Based Recognition of Nursing Care Activities: A Work-in-Progress Study and Preliminary Dataset Design
Tarek El Ouni and Frank Wallhoff (Jade University of Applied Sciences, Oldenburg, Germany)

Social Impact and Integration

AI360Degree: A Multi-Agent Governance Architecture for Continuous AI Compliance and Trust Assurance
Md Mahmudul Hasan, Silvia Cirstea, Firas Hazzaa, and Ashim Chakraborty (Anglia Ruskin University, Cambridge, UK)

Beyond User Error: Governing Hallucination Risk in Public Sector Legal Services
A Ma (Birmingham City University, UK)

Cross-Domain Evaluation of a Cascaded Anti-UAV Detection System: Why Some Stages Generalise and Others Collapse
Priyansh Patel, Rawad Hammad, Nabeela Berardinelli, and Nadeem Qazi (University of East London, UK)

Industrial Applications of AI

Beyond Average Error Minimization: Forecasting Critical Transformer Loading in Low-Voltage Networks
Alexander Kramer (Jade University of Applied Sciences, Wilhelmshaven, Germany; EWE NETZ GmbH, Oldenburg, Germany), Ammar Memari (Jade University of Applied Sciences, Wilhelmshaven, Germany )

Forecasting High Speed 2 Construction Environmental Impacts
Xu Feng, K.A. Nguyen, J. Ahluwalia (Royal Holloway University of London, UK), M. Tye (High Speed 2, UK)

Textile Material Classification Using Hyperspectral Imaging and Machine Learning
Ladan Salimi, Xuan Zhang, Arnoud Jochemsen, and Ellen Nordgård-Hansen (NORCE Research, Grimstad, Norway)

Evaluation of AI Systems

Network Centrality, Adversarial Trading, and Crisis Deterrence: Evidence from a Multi-Agent Crisis Simulation
Zorina Alliata (Academy of Economic Studies, Bucharest)

Civic Pair Prompting: Evaluating AI Failure Modes in UK Local Government Documents
Katryna Peart (GovAIExpert)

Beyond Deployment: Governance Gaps in the Oversight of Operational AI
E. Moss (Rossnet, Torquay, UK) and J. Ross (Rossnet, Torquay, UK; University of Plymouth, UK)

Short Application Papers

Data-Driven Student Support in Higher Education Through Machine Learning and Automation
Kate Han, Yun Chen, and Charlie Seager (University of Salford, Greater Manchester, UK)

Road Congestion Deduction Using Deep Learning
Hanshiya Dhanasekaran, Subasri Manimaran, Mahdi Maktabdar Oghaz and Lakshmi Babu Saheer (Anglia Ruskin University, Cambridge, UK)

From Legacy Courseware to Multimodal Learning: A Parser-Driven LLM Platform for Secure, Offline Education
Mengqing Huang (University of Hertfordshire, UK), Robert Marks, Rich Harris and James Tweed (Coracle Online Limited, UK), Iosif Mporas and Na Helian (University of Hertfordshire, UK)

PolySync Avatar: A Modular Architecture for Multilingual Real-Time Lip Synchronization of 3D Avatars
Hadrien Clement (LIRMM, Univ. Montpellier, CNRS, France), Taichi Murakami and Mich Kitazaki (Toyohashi University of Technology, Japan), Gowrishankar Ganesh and Madalina Croitoru (LIRMM, Univ. Montpellier, CNRS, France)

Conceptual Design of a Markerless Navigation System for Total Knee Arthroplasty
Tobias Neiss-Theuerkauff and Arne Schierbaum and Till Sieberth and Frank Wallhoff (Jade University, Oldenburg, Germany)

Path Planning in a Flow Field: A Comparison of Classical and Learning-Based Algorithms for River Crossings
N. Meinardus and M. Kumm and L. Nolle (Jade University of Applied Sciences, Germany), C. Tholen (Saarland University of Applied Sciences, Germany)

From PDFs to Profiles: Using LLMs to Automate Psychological Job Profile Generation
R. Stefan Greulich (Jade University of Applied Sciences, Germany), Annelie Lorber and Hannah Louisa Krüger (University of Bremen, Germany), Yves Korte-Wagner and Fenja T. Hesselmann (Jade University of Applied Sciences, Germany), Julian Decius (University of Bremen, Germany), Frank Wallhoff (Jade University of Applied Sciences, Germany)

Exploratory Feasibility Analysis of Personalised Obstructive Sleep Apnoea Treatment Predictions
A. Kuhn and C. Ejezie and L. Babu Saheer (Anglia Ruskin University, Cambridge, UK), A. Hassaan (Barking, Havering and Redbridge University Hospitals NHS Trust, London, UK),

Closing The Opportunity Gap: Designing an AI assisted RAG Chatbot for short term opportunity discovery
S. Oloko (University of Wolverhampton, UK)