Poster Event 2023

#1 Exploring the effect of dopaminergic medication on mobility in Parkinson’s disease
Gowdham Ramesh

Supervisor: Jaume Bacardit

#2 Modelling Transfer Fees in Professional Football with an Emphasis on Bayesian Methods​
​Peter Jones​

Supervisor: Joe Matthews

#3 DPDS: Assessing the Capabilities and Limitations of the Prototype Tool​
Matthew Stidolph

Supervisor: Paolo Missier

#4 Explainable AI for Bone Cancer Detection
​​Shipeng Zheng

Supervisor: Deepayan Bhowmik

#6 Understand the tuber disease and greening variation in potato varieties using spectral datasets​
​​Xinghan Huang

Supervisor: Steve McGough

#7 Process Modelling for Analysing Patient Pathways During Hospital Admission Spells​
​Chandana Jayanthi Satheesh

Supervisor: Paolo Missier

#8 Modelling noise pollution in Southampton based on urban morphology​
​Hanna Souter

Supervisor: Tatiana Alvares-Sanches

#9 Analysing Patient Pathways during Hospital Admission Spells through Process Modelling​
​​Jashwant Anandan

Supervisor: Paolo Missier

#10 Optimizing Office Space Management through Statistical Analysis and Data Science
​Alexia Synnou

Supervisor: Shirley Coleman

#11 Astro-Statistics: Analysing the Sloan Digital Sky Survey Data​
​Emily Jones

Supervisor: Steffen Grunewalder

#12 A Comparative Analysis of Dynamic Rating Systems for Football Teams​
​Jack Young

Supervisor: Daniel Henderson

#13 Statistical Analysis of Seal Integrity in Radioactive Material Containers​
​​Jialin Zeng

Supervisor: Matthew Fisher

#15 Enhancing Player Performance Evaluation in The Premier League​
​​Matthew Clifford

Supervisor: Daniel Henderson

#16 Modelling the shifting calibration of chess ratings​
​Mingming Tong

Supervisor: David Walshaw

#17 Spatial Analysis of Road Traffic Accidents to Predict Rates and Locate Areas that Need Improvements​
Oliver Middlemas

Supervisor: Joe Matthews

#18 Sample data testing on two different thicknesses of 3D printed steels​
​Tunan Jia

Supervisor: Chris Oates

#19 Characterising longitudinal changes in turning performance in people with Parkinson’s disease over 36 months
​Zeyu Hou

Supervisor: Steffen Grunewalder

#20 Assessing the performance of downsampling techniques applied in data streams​
​Gabriel Medina Galicia

Supervisor: Matt Forshaw

#21 Explaining Time Series Downsampling​
​Morgan Frodsham

Supervisor: Matt Forshaw

​#22 Disaggregating household water consumption​
​Omkaar Vikram Lavangare

Supervisor: Wanqing Zhao

​#23 Disaggregating household water consumption​
​Prathik Pradeep

Supervisor: Wanqing Zhao

​#24 Disaggregating household energy consumption​
​Rohit Kumar

Supervisor: Wanqing Zhao

#25 Disaggregating household water consumption
​Shaunak Moharir

Supervisor: Wanqing Zhao

#26 Visualizing Complex Multivariate and Heterogeneous Data for Understanding Evolving Community Behaviour: An Analysis of Echo Chambers​
​Aulia Zulkarneidi

Supervisor: Alma Cantu

#27 Creating a Interactive and Reactive Visualisation for NFL play prediction
​Harry Wright

Supervisor: Alma Cantu

#28 Compare the ocular behaviour of novices and visualization experts
​Harvey Yuan

Supervisor: Alma Cantu

#29 Improving the use of NHSCFA Data to aid with performance improvement and work planning
​Louisa Wareing

Supervisor: Alma Cantu

#30 Representing data to improve policy recommendation on corruption​
​Prathamesh Chavan

Supervisor: Alma Cantu

#33 Visual recommendations for restaurants based on online reviews​
​Yuan Li

Supervisor: Alma Cantu

#34 Visualization for Data Profiling
​Yumeng Wei

Supervisor: Sara Fernstad

#35 Visual Analysis of Missingness Patterns in Data Through Clustering and Correlation​
​Zhuochun Xu

Supervisor: Sara Fernstad

​#36 Understanding if current local boundaries are most effective​
​Yingru Li

Supervisor: Clement Lee

#1 Biomedical deep learning from 3D retina OCT images of the UK Biobank​
​Anusha Chikke Gowda

Supervisor: Jaume Bacardit

#2 Deep learning of facial imagery for health and well-being applications​
​Gautam Lukka

Supervisor: Jaume Bacardit

#3 Can you judge a book by its cover? Predicting a books success using machine learning models​
​Georgina Talukdar

Supervisor: Jaume Bacardit

#4 Deepfake detection​
​Huinian Tan

Supervisor: Tong Xin

#5 Intelligent Food Recognition and Monitoring for patient well-being (INFORM) and food waste monitoring​
​Joyce Jaison

Supervisor: Deepayan Bhowmik

#6 Enhancing Cross-Domain Deepfake Video Detection with Few-Shot Learning​
​Kwee How Chiap Kin

Supervisor: Tong Xin

#7 Skin cancer classification using deep learning method​
​Maheswara Mukku

Supervisor: Tatiana Alvares-Sanches

#8 Self-supervised representation learning for medical image processing​
​Manish Bhardwaj

Supervisor: Varun Ojha

#9 Detection of diabetic eye disease from retinal images using deep learning​
​Naga Kanchi

Supervisor: Tatiana Alvares-Sanches

#10 Computer vision-based planogram matching in retail businesses​
​Panida Wiriyachaiporn

Supervisor: Deepayan Bhowmik

#11 Advancements in Deepfake Detection: Exploring Techniques to Identify Synthetic Images​
​Urmila Gurung

Supervisor: Tong Xin

#12 Detecting Trace of Deepfake Images after Spectrum Normalization​
​Zhen Zhang

Supervisor: Deepayan Bhowmik

#13 The effect of added noise on the trainability of an image classifier​
​Himika Mishra

Supervisor: Jacek Cala

#14 Biomedical image segmentation​
​Joyce Gitau

Supervisor: Boguslaw Obara

#15 Multi-modal image processing and data analysis​
​Lichen Yang

Supervisor: Boguslaw Obara

#16 2D Empirical wavelet transform and exponential analysis for texture classification​
​Naksatra Bailung

Supervisor: Deepayan Bhowmik

#17 Different Factors and indicators that effect the NHS hospitals performance in an A&E situation​
​Sabrina Hossain

Supervisor: Boguslaw Obara

#18 Comparative Analysis of Energy Disaggregation Methods and Transfer Learning for Performance Enhancement​
​Akash Mohandoss

Supervisor: Wanqing Zhao

#19 Bert-based disease prediction from electronic health record​
​Akhil Rajan

Supervisor: Paolo Missier

#20 Using Stability analysis to determine Multi morbidities prevalence and Patient trajectory similarity​
​Arushi Nautiyal

Supervisor: Paolo Missier

#21 High performance neuromorphic vision systems​
​Subham Singh

Supervisor: Deepayan Bhowmik

#23 Predicting disease clusters for a patient based on their stability conditions​
​Gokul Gopakumar Sreekala

Supervisor: Paolo Missier

#24 Smart Water Management: Disaggregating and Optimizing Household Water Use through Supervised Machine Learning​
​Haozhe Wang

Supervisor: Wanqing Zhao

#25 Machine learning-based energy demand forecasting​
​Honghao Wang

Supervisor: Wanqing Zhao

#26 Building predictive models using machine learning for patient readmission in a UK BioBank cohort of patients​
​Hugo Calero

Supervisor: Paolo Missier

#27 Analysis of large-scale heterogenous and longitudinal data from clinical studies for the discovery of patient subgroups​
​Jagadeesh Ravichandran

Supervisor: Jaume Bacardit

#28 Development and Comparison of Machine Learning Approaches to Predict Metastatic Disease in Cutaneous Squamous Cell Carcinoma​
​Jake Bonnici

Supervisor: Jaume Bacardit

#29 Predicting annual average daily traffic by vehicle type using machine learning techniques​
​Jordan Wilson

Supervisor: Tatiana Alvares-Sanches

#30 Applying machine learning techniques to football data to find counter tactics​
​Kieran McAdoo

Supervisor: Boguslaw Obara

#31 Short-term carbon emission intensity prediction for urban transport based on machine learning​
​Lu Wang

Supervisor: Wanqing Zhao

#32 Protein Function Prediction
Mamatha Kalali Paithara

Supervisor: Phil Lord

#33 Quantifying Newcastle’s Air Quality: Machine Learning Approaches for Pre, During, and Post-COVID-19 Analysis in Air Quality​
​Pruthveesh Atru Prakash

Supervisor: Tatiana Alvares-Sanches

#34 Stock market portfolio creation with machine learning
​Richard Carasala Joe Domnic

Supervisor: Tatiana Alvares-Sanches

#35 Annual average daily traffic estimation in England​
​Rishabh Malik

Supervisor: Tatiana Alvares-Sanches

#36 Deep Bidirectional Transformers for Predictive Health Care​
​Sahla Muhammed Ali

Supervisor: Paolo Missier

#38 User classification and Behaviour Analysis based on the Purchasing behaviour of Chinese Taobao users​
​Siyuan Li

Supervisor: Alma Cantu

#39 Impact of the use of weather information on the accuracy of power production models for offshore wind turbines​
​Vinit Paul

Supervisor: Jacek Cala

#40 Deep learning-based methods to understand signalling dynamics in intestinal stem cells​
​Yash Borikar

Supervisor: Deepayan Bhowmik

#41 Carbon emissions prediction for oil, hybrid and electric vehicles based by machine learning​
​Youyang Wu

Supervisor: Wanqing Zhao

#42 NLP for Disease analysis (Self supervised learning)​
​Ashwin Uniyal

Supervisor: Varun Ojha

#43 Analysing Semantic Textual Similarity of University Module Catalogue Entries for Linking Modules Comparable in Content​
​Luke Kaye

Supervisor: Matthew Fisher

#44 Character Profiling in Literature using Natural Language Processing​
​Subin Jung

Supervisor: Huizhi Liang