Short Paper Presentations
Wednesday December 15th from 11.15 a.m. to 12.15 p.m.
Chair: Juan Augusto, Middlesex University
A series of short presentations. Each author will be allocated THREE minutes to summarise the topic of his/her poster. No visual aids are permitted and strict timekeeping will be enforced!
Programme
| | Short Technical Papers |
| 11.15 |
Bias Detection in Online Higher Education Texts: Comparing Fine-Tuned and Zero-Shot LLM Approaches
Rawan Bin Shiha, Eric Atwell , Noorhan Abbas |
| 11.18 |
Enhancing Deepfake Detection with Audio Spectrograms and Siamese Networks
B. Şenavcu, S. İ. Özdemir, N. C. Çetin, İ. Gürbüzerol, and M. Eminağaoğlu |
| 11.21 |
Learning to Navigate and Track: A Decentralized RL Framework for UAV Operations in GNSS-Denied Terrain
Nikolaos D. Almalis,, George A. Tsihrintzis,, Michail Mitsios and Tsiapras Tilemachos |
| 11.24 |
Dynamic Fusion of Structured Covariates into Deep Signal Backbones
Gouthamaan Manimaran, Sadasivan Puthusserypady, Helena Dominguez, Jakob E. Bardram |
| 11.27 |
Global Explanations for Imitation Learning
Andre Miedtank, Tarek El-Mihoub, Axel Hahn, Frederic Stahl |
| 11.30 |
Attention or Convolution? Comparing Modern Architectures for Stress Detection on BVP Image Encodings
Mjellma Çitaku and Silja Meyer-Nieberg and Marko Hofmann |
| 11.33 |
High-Confidence Clustering and Lightweight U-Net for SAR Change Detection
Mohamed Ihmeida, Birmingham City University
Shaojun Bian, Buckinghamshire New University
R. Muhammad Atif Azad, Birmingham City University
Tamer Saleh, Wuhan University |
| 11.36 |
Towards a Technical Definition of Artificial Intelligence and Machine Learning Software Systems
Lars Nolle, Jade University of Applied Sciences/DFKI, Germany |
| | Short Application Papers |
| 11.39 |
A Transformer-Based Framework for Thematic Analysis of University Reading Lists
Rawan Bin Shiha, Eric Atwell, Noorhan Abbas |
| 11.42 |
Early Stroke Prediction Using a Convolutional Neural Network on Temporal Electronic Health Records
Chia-Hui Chien and Xiaohong W. Gao, Yung-Chun Chang and Yu-Chuan Li |
| 11.45 |
Comparative Analysis of ChatGPT Memory and an External Conversational Memory Architecture
L.Pelissero-Witoslawski, S.Aubry and A.Oslati |
| 11.48 |
Automatic Detection of Public Speaking Anxiety Through Linguistic Analysis
M. Almutairi and M. Chollet |
| 11.51 |
Identifying Employee Potential in Logistics using AI-Supported HR Analytics
Frank Wallhoff, Fenja T. Hesselmann, Yves Korte-Wagner,
Annelie Lorber, Hannah Louisa Krüger and Julian Decius |
| 11.54 |
Generative AI as a Learning Partner: Structural Insights from a VR–GPT Educational Platform
L.Fang,
X.Zhou,
D.J.Shen and A.Nurgissayeva,
U.Techanamurthy,
R.Lopez-Ozieblo |
| 11.57 |
TrafficSim: A Simulation Framework for the Scottish Rail Network in ROS2
Rebekah Leslie, Calvin Earnshaw, Favour Jam, Kacper Komnata, Andreas Maita and Rafael C. Cardoso |
| 12.00 |
Deep Learning-Driven Identification of Lycra in Textile Blends
G. L. Liu, S. G. Kazarian, F. Gao, X. W. Gao |
| 12.03 |
Evaluation of Raw Signal and Feature-Based Deep Learning Models for Multi-Label ECG Diagnosis on PTB-XL
Calvin Holloway, Lakshmi Babu Saheer, Mahdi Maktabdar Oghaz |
| 12.06 |
Mitigating Western Bias in Music Genre Classification: A Contrastive Learning Approach for Greek Music
George Kritsovas, Lorenzo Garbagna, Lakshmi Babu Saheer, Mahdi Maktabdar Oghaz |
| 12.09 |
Toolbelt-MCP: Exploring the Model Context Protocol for Tool-Use of Large Language Models utilizing Graphs with Relational Databases
J. Agater
L. Herradi
M. Mimouni
A. Memari
J. Marx Gómez |
| 12.12 |
Comparative Assessment of ChatGPT, DeepSeek, and Human Reviewers for Full-Text Screening in Systematic Reviews on the Impact of Air Pollution in Respi
Amja Manullang, Xiaohong Gao, Christophe Viavattene, Annisa Ristya Rahmanti |
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Peterhouse College, Cambridge, the venue for AI-2025
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