50 students, post-docs and research fellows
Aaron Keesing - Creating a multi-accent emotional speech dataset by automatic selection from existing corpora
Adil Bilal - Rise of Technomoral Virtues and Data Ethics for Artificial Intelligence: Threats to Personal Information Privacy
Alex Peng - Improving the Generalisation of Neural Networks with Unlabelled Data
Ali Abdul Hussain - Towards paradigm and subject independent Motor imagery based BCI
Attaullah Sahito - Deep Semi-supervised learning
Bach Nguyen - Transfer Learning: Bringing Inheritance into AI
Ben Halstead - Using Meta-Information to identify and store recurring concepts in data streams
Bilal Ishfaq - AI-Algorithm for the Software-Defined Internet of Things (SD-IoT) security.
Caleb Moses - Scoring pronunciation accuracy via close introspection of a speech recognition recurrent neural network
Chen Zheng - Principle Component Analysis Network For Classifying Brain Scans
Di Zhao - Feature Drift Detection in Evolving Data Streams
Ding Ning - Towards Algorithms for Automated Detection of Extreme Climate Events
Evelize Mann - When socially and environmentally oriented communication drives enterprises performance?
Fareeda Begum - Using machine learning to infer the occurrence of extreme precipitation events in climate model fields
Felix Marattukalam - Convolutional Neural Networks in Vascular Biometrics: The present and the future
Hansi Gunasinghe - Glaucoma Detection using Machine Learning
Hongyu Wang - User-Friendly Deep Learning
Jacob Montiel - Machine learning for data streams with Python
Jason Tam - enviPath - The Environmental Contaminant Biotransformation Resource
Jaron Mar - A Computational Model of Risky Decision Making using Fuzzy Trace Theory
Joshua Bensemann - Phenomenology In Deep Learning
Katharina Dost - Your Best Guess When You Know Nothing: Identification and Mitigation of Selection Bias
Lin Ni - A Proof-of-concept Chatbot: the potential of a customized Question and Answer (QA) model for health domain chatbots
Mark Rodrigues - Neuro-Symbolic Artificial Intelligence for Surgical Tool Management
Matthew Skiffington - An Exploration of Conditional Density Estimation with Normalizing Flows
Mengxiao Zhang - Selling Data at an Auction under Privacy Constraints
Ming-Bin Chen - Beyond asking what is known: The new challenge of inquisitive conversational question generation
Nick Lim - Diversity-aware model for Majority Vote Ensemble Accuracy
Nuwan Gunasekara - Neural Networks for Evolving Data Streams
Olivier Graffeuille - Application of Machine Learning techniques to Remote Sensing data to predict Cyanobacteria Blooms
Patrick Kerr - An Approach to Activity Recognition in Smart Homes Using Fuzzy Sets
Qianqian Qi - Conditional Text Generation
Qiming Bao - From Symbolic Logic Reasoning to Soft Reasoning: A Neural-Symbolic Paradigm
Rajchada Chanajitt - Combining Static and Dynamic Analysis to Improve Machine Learning-based Malware Classification
Rory Mitchell - GPUTreeShap: Fast Parallel Tree Interpretability
Shuxiang Zhang - SLED: Semi-supervised Locally-weighted Ensemble Detector
Song Yang - Spacetime Neural Network For Traffic Flow Forecasting
Swapna Sam - Deep Learning Based Stochastic Weather Generator
Theodorus Dapamede - Image Denoising using Fully Convolutional DenseNets for Spectral CT Imaging
Victoria Huang - Deep Reinforcement Learning for Request Dispatching
Vithya Yogarajan - Multi-label Classification of Medical Text
Wenlong Wang - Can Decision Markets be Used for Multi-agent Reinforcement Learning
William Herewini - Using self-organising maps to characterise the synoptic conditions that lead to extreme precipitation events
Xiaoxuan Li - Business Process Automation by Natural Language Processing
Xinglong Chang - Learning from the past - Detecting adversarial attacks using the training data
Yang Chen - Mean Field Inverse Reinforcement Learning
Yibin Sun - Prediction Intervals for Data Stream Regression
Yin Yuan - Time Series Data Simulation Using GAN Method
Ying Bi - Machine Learning for Image Analysis
Yunzhe Jia - How can explainability be useful in model evaluation?
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