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Abeer
|
Alshehri
| Profile |
Explanation of goal recognition systems
|
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Hanan
|
Alsouly
| Profile |
Dynamic many-objective optimisation using evolutionary algorithms
|
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Sobia
|
Amjad
| Profile | Health analytics for recognition of medical emergencies in hospital |
|
Jiayang
|
Ao
| Profile |
Explainable computer vision algorithms
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Vincent
|
Barbosa Vaz
| Profile |
Predict+optimise through time
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Lyndon
|
Benke
| Profile | Deceptive planning in multiagent environments |
|
Uri
|
Berger
| Profile |
Interactive multimodal language acquisition
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Shraey
|
Bhatia
| Profile |
Text to image synthesis using generative adversarial networks |
|
Daniel
|
Cabrera Lozoya
| Profile |
Augmenting clinical mental health practice with machine learning models and digital phenotyping insights
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| Chengyi | Cai | Profile | Foundation-model reuse via model reprogramming |
|
Nathaniel
|
Carpenter
| Profile |
Towards a therapist's AI - Building a real-time support system for clinicians engaging in therapeutic conversations via online chat sessions |
|
Yanchuan
|
Chang
| Profile |
Spatial indices with non-trivial performance guarantees
|
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Wachiraphan
|
Charoenwet
| Profile | Pragmatic use of CodeQL in the context of code review |
|
Arjun
|
Chaudhary
| Profile |
Medical data mining
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Jiyu
|
Chen
| Profile |
Automatic biological data curation based on language understanding and network analysis
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| Ming-Bin | Chen | Profile | Interactive agents for combating misinformation |
|
Sayantan
|
Dasgupta
| Profile | Energy-Aware Machine Learning |
| Roben | Delos Reyes | Profile | Modelling the impact of pandemics on health care services |
| Songlin | Du | Profile | Collaborative Human-ML Decision Making for Medical Diagnostics: an ICP-based approach |
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Aparna
|
Elangovan
| Profile | Generalizability of Pretrained Transformers in Biomedical Relation Extraction |
|
Yilin
|
Geng
| Profile | Character-centric Story Understanding and Generation |
| Chenhao | Gu | Profile | Reconstructing Social Influence Networks and Tracking Opinion Dynamics on Social Media |
|
Ali Ugur
|
Guler
| Profile | Integration of machine learning and constraint optimisation |
|
Tom
|
Harris
| Profile |
Multiscale modelling of infectious disease systems
|
|
Haitian
|
He
| Profile |
Video anomaly detection in crowded scenes at multi-timescale
|
| Nimeshika Udayangani | Hewa Dehigahawattage | Profile | A Pixel-level Unsupervised Approach to Image Anomaly Detection |
|
Markus
|
Hiller
| Profile |
Constraining learning methods through geometry and causal reasoning
|
|
Guang
|
Hu
| Profile |
Explainable agency using epistemic planning
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Hanxun
|
Huang
| Profile |
Robust machine learning
|
|
Sukai
|
Huang
| Profile |
Texted based reinforcement learning agent
|
|
Zhuoqun (Calvin)
|
Huang
| Profile |
Adaptive data analysis for principled data reuse
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| Dasun Oshada | Jayasinghe | Profile | Real time digital twins for intelligent transportation systems |
|
Fan
|
Jiang
| Profile |
Retriever-augmented Approaches for Natural Language Processing
|
|
Weiwei
|
Jiang
| Profile |
Developing interactive systems using Near-Infrared Spectroscopy
|
|
Yujing
|
Jiang
| Profile |
Adversarial machine learning with medical application
|
|
Anirudh
|
Joshi
| Profile | Determining argument quality and reasoning proficiency using deep neural networks |
| Zaher | Joukhadar | Profile | Autonomous and robust AI in low-resource settings |
| Dimuthu Lakmal | Kariyawasan Jalath Thanthrige | Profile | A Multi-Modal Approach For Fake News Detection On Social Media |
| Shima | Khanehzar | Profile | Data driven models for fine-grained framing analysis in political debates and the media |
|
Oliver
|
Kim
| Profile |
Task planning in mobile robots using common sense as a generative model |
|
Fajri
|
Koto
| Profile |
Neural Language Model for Abstractive Text Summarisation
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| Mojgan | Kouhounestani | Profile | Modification of the temporal data embedded in electronic medical records dataset targeting cancer prediction using machine learning methods |
|
Robert
|
Langtry
| Profile |
Machine learning for automated generation of validated infra-red signature models |
|
Thao
|
Le
| Profile |
Explaining the Confidence in AI-Assisted Decision Making
|
| Thi Xuan May | Le | Profile | Shapelet Transformer for Time Series and Its Applications in Healthcare |
|
Chao
|
Lei
| Profile |
Automated Monitoring of Green Infrastructure in Melbourne
|
|
Craig
|
Lewis
| Profile | Entrepreneurial initiatives and team collaboration: Effects of modes of behaviour on start-up team effectiveness and success |
|
Haopeng
|
Li
| Profile |
Multimodal Video Understanding Based on Deep Learning
|
| Jinhao | Li | Profile | Deep hypothesis testing and its applications in rule-based recommendations |
|
Miao
|
Li
| Profile |
Neural Multi-document Modelling and Abstractive Summarization
|
| Yuhao | Li | Profile | Robust and explainable medical data mining and its application |
| Ran | Liang | Profile | Spatio-temporal Traffic Prediction Using Deep Learning Models |
|
Zheng Wei
|
Lim
| Profile |
Cross-lingual Psycholinguistics with NLP methods
|
| Hong Yi | Lin | Profile | Using Neural Machine Translation Approaches to Automate Code Improvements for Code Reviews |
|
Chunhua
|
Liu
| Profile |
Word Association Understanding
|
|
Shijie
|
Liu
| Profile |
Enhancing adversarial defence via robust statistics and certified robustness
|
|
Yuansan
|
Liu
| Profile |
Robust AI for guidance of a cochlear implant procedure
|
| Xueqi | Ma | Profile | Adversarial Learning based on Manifold Learning and Graph-based learning |
|
Isura
|
Manchanayaka
| Profile |
Identifying Coordination and Influential People in Social Media and Their Intentions
|
|
Kevin
|
McDonald
| Profile |
Enhancing reinforcement learning algorithms for team-based systems
|
|
Christopher
|
McMaster
| Profile |
Machine learning models for predicting and mitigating adverse drug reactions
|
| Behzad | Moradi | Profile | Enhanced Bilevel Optimization via Machine Learning |
|
Bruna
|
Moreira da Silva
| Profile |
Deconvoluting epilepsy patient data using machine learning
|
|
Yulia
|
Otmakhova
| Profile |
Multi-document summarization supporting clinical evidence review
|
|
Zhihao (Hardy) |
Pei
| Profile |
Reinforcement Learning for robust decision-making under deep uncertainty
|
|
Tien Dung
|
Pham
| Profile |
A Robust Datamining Approach to Cell Culture Media Optimisation
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| Marzieh | Parvaneh Akhteh Khaneh | Profile | Designing online learning environment based on peer feedback |
|
Yiyuan (Gracie) |
Pu
| Profile |
Literature-based discovery for Alzheimer's disease
|
|
Viktoria
|
Schram
| Profile | Performance Prediction for Low Resource Scenarios
|
|
Rinu Ann
|
Sebastian
| Profile |
Explainable computer vision to improve human-machine interaction
|
|
Prabodi
|
Senevirathna
| Profile |
Quantifying and mitigating machine-learning induced overdiagnosis in sepsis
|
|
Xinling
|
Shen
| Profile |
Dynamic Indoor Evacuation Planning in an Emergency
|
|
Anubhav
|
Singh
| Profile | AI planning in embedded autonomous systems |
| Yige | Song | Profile | Student profile modelling using XAI algorithms |
|
Steven
|
Spratley
| Profile |
Abstraction and Generalisation in Vision Systems
|
|
Xinyu
|
Su
| Profile |
Traffic prediction using graph neural networks
|
| Fengze | Sun | Profile | Effective and Efficient Algorithms for Region Similarity Queries |
| Sing Chee | Tan | Profile | Improving Rapid Response Systems through Predictive Analytics |
|
Nefel
|
Tellioglu
| Profile |
Modeling the evolutionary and epidemiology dynamics of group A streptococcus
|
|
Gisela
|
Vallejo
| Profile |
A Fair Plan Towards Mitigating Bias and Misinformation
|
| Sameera | Vithanage | Profile | Towards Understanding User Perceptions of Fake News on Social Media |
|
Hung Thinh
|
Truong
| Profile |
Evidence extraction from the clinical trials literature
|
|
Archana
|
Vadakattu
| Profile |
Dynamic learning in cognitive agent architectures
|
|
Takashi
|
Wada
| Profile |
Multilinguality and acceptability in language
|
|
Chen
|
Wang
| Profile |
Inverse Reinforcement Learning Approach for intent inference in adversarial environments
|
|
Chenyang
|
Wang
| Profile |
Extending matrix profile with soft comparison operators and weighting functions for time series anomaly detection
|
|
Dalin
|
Wang
| Profile |
Image captioning with conditional-GAN
|
|
Jun
|
Wang
| Profile |
Adversarial machine learning for machine translation
|
| Tingxuan | Wang | Profile | Modelling 3D Shape of Sands from X-ray Computed Tomography Images |
|
Yuxia
|
Wang
| Profile |
Clinical text mining and analysis
|
|
Helani
|
Wickramaarachchi
| Profile |
An efficient, autonomous reward shaping algorithm with evolutionary game theory: applied to the field of multi-agent systems
|
|
Zhuohan
|
Xie
| Profile |
Hierarchically structured neural narrative generation
|
|
Rui
|
Xing
| Profile | Towards Explainable Fact Checking |
|
Aotao (John)
|
Xu
| Profile |
A computational analysis of conceptual combination through time
|
|
Diana
|
Yang
| Profile |
Robust data mining
|
|
Jinrui
|
Yang
| Profile |
Fairness and Bias in Natural Language Processing
|
|
Meng Abigail
|
Yuan
| Profile |
Modalities and measurement of systems for information discovery
|
| Canaan | Yung | Profile | Adversarial attacks on generative AI models |
|
Chenyuan
|
Zhang
| Profile |
Computational cognitive model of plan recognition
|
| Jiacheng | Zhang | Profile | Enhancing trustworthiness and robustness of machine learning models in adversarial environments |
|
Ruihan
|
Zhang
| Profile |
Explainable Machine Learning
|
|
Tianyi
|
Zhang
| Profile |
Digital phenotyping (personal sensing) for mental health and well-being |
| Zhenkai | Zhang | Profile | To solve the current problems of NeRF and to explore the application of NeRF in robotic vision or automatic drive |
|
Anqi
|
Zhu
| Profile |
Action recognition with explanation
|
|
Rongxin
|
Zhu
| Profile |
Automatic summarization for multi-party conversation
|
|
Farzaneh
|
Zirak
| Profile |
Using Eye-Tracking Technology to Improve Visual Data Exploratory Tools Performance |