|
Aayush Singha Roy |
Recommender Systems |
Recommender System, Fuzzy Logic, Statistical methods |
|
Abdul Wadud |
Fifth Generation Open Radio Access Networks |
Optical Networks, Wireless Communication and Networks, Software Defined Networks, Open Radio Access Networks, 5G, 6G, Optical Wireless Communication and Networks |
|
Abeba Birhane |
Personhood and technology: Towards a Relational Ethics |
Ethics, AI, Data Science, Embodied Cognition, Complex Adaptive Systems, Intersectionality, Enaction, Dialogism |
|
Antonio Bevilacqua |
Machine Learning Applied to Rehabilitative Health Sience |
machine learning rehabilitation segmentation |
|
Ashish Kumar Singh |
Multivariate Time Series Classification for Sport Science Application |
time series data classification, time series data, interpretable, sequential data |
|
Badri Narayanan |
Using machine-learning-based image processing for extracting indicators from agricultural imagery from multiple sources |
Deep Learning, Machine Learning, Smart Agriculture, Water Management |
|
Bhaskar Dhariyal |
Scalable Multivariate Time Series Classification |
Scalable, Multivariate, Time Series, Classification |
|
Chamara Sandeepa |
AI Privacy |
Privacy, Federated Learning, B5G/6G, Edge AI, Blockchain |
|
Chamin Nalinda Lokugam Hewage |
Cloud based storage models for Full Waveform LiDAR data |
Full Waveform, LiDAR, Spatial Temporal Databases, Aerial Laser Scanning, Spatial Indexing |
|
Cheng Xu |
Multimodal Fuzzy System for Fake News Detection |
Fake News Detection, Deep Learning, Data Mining, Multimodal Learning, Fuzzy Logic |
|
Congcong Wang |
Classifying actionable categories of crisis-related tweets and estimating their criticality using computational techniques |
NLP, Social Media Analytics, Machine Learning |
|
Courtney Ford |
TBD |
machine learning; XAI; explainable AI |
|
Déaglán Connolly Bree |
AREAS – Automated Refactoring for Energy-Aware Software |
software engineering, Software Refactoring, Search-Based Software Engineering, Energy-aware Software |
|
Dena Tayebi |
Learning exact solutions for geometric set cover and related problems |
Machine Learning, Optimization Problem, Set-Cover Problem, NP-hard Problems, Classification Task, Supervised Learning |
|
Eddie Antonio Santos |
Automatically resolving and eliminating syntax errors in pedagogical programming environments |
compiler error messages; CS1; novice programmers; pedagogy |
|
Edoardo D'Amico |
Graph based recommender systems |
recommender systems, GCNs, Graph convolutional neural networks, graph |
|
Elayne Ruane |
Quality Assessment of Intelligent Conversational Agents |
conversational agent, chatbot, software testing, robustness testing, quality assurance, artificial intelligence |
|
Emin Nuriyev |
Optimization of MPI collective operation |
Parallel programming, Homogeneous cluster, Heterogeneous cluster, MPI |
|
Eoin Kenny |
Using Case-Based Reasoning to Explain Artificial Intelligence |
Case-based reasoning, artificial neural networks, Deep Learning, Machine Learning, explainable ai, interpretability |
|
Eoin O'Neill |
Exploring Multi-Agent Microservices for Linked Data enabled Smart Agriculture Decision Support Systems |
Microservices, MAS, Linked Data |
|
Faisal Ghaffar |
Social Network Formation for career development at work |
social network formation, enterprise network analysis, strategic social networking, social capital, career development |
|
Faithful Chiagoziem ONWUEGBUCHE |
Application of Machine Learning and Blockchain Technology in Finance/Security |
Machine Learning, blockchain technology, FinTech, Data Science and Mathematics. |
|
Fanny Rivera Ortiz |
Engineering Forensic-Ready Software Systems |
software engineering, Digital Forensics, CyberSecurity, Forensic Readiness, Logs, Security Incidents |
|
Greta Warren |
Counterfactuals and Explainable AI |
Explanation, counterfactual, xai |
|
H. Egemen Ciritoglu |
Adaptive Replication Management for Large-Scale Data-Intensive Clusters |
Big Data Storage, Hadoop Distributed File System (HDFS), Replication Management, Block Placement, Software Performance |
|
Haula Sani Galadima |
Leveraging Cyber Incident Response for Organisational Cyber Resilience |
Incident Response, Cybersecurity Incidents, Cyber Resiliency, Ontology, Incident Learning, Knowledge Base |
|
Hrishikesh Dilip Mulay |
Annotated lip reading for Augmented Educational Systems |
Extended Reality (XR), Immersive Technologies, Machine Learning, Augmented Reality, Virtual Reality |
|
Hung Quoc Ngo |
Data Mining Model and Techniques for Very Large, Complex Crop Data Sets |
Natural Language Processing, Data Mining, Ontology Engineering |
|
Ioannis Karvelas |
The Role of Feedback Mechanisms of Programming Environments in Novices' Programming Behavior |
compiler error messages, CS1, educational data mining, novice programmers, programming, programming process data |
|
James Kok Konjaang |
Optimization Novel Heuristic Algorithms for Efficient Scientific Workflow Task Assignment in Cloud Computing Environment |
Cloud Computing, Scientific Workflow, Scheduling and Makespan |
|
Joyce Mahon |
TBD |
Machine Learning, artificial intelligence, Education, Explainable AI (XAI) |
|
Kalyani Yogeswaranathan |
The Design of Cloud-Fog-Edge infrastructure for Smart Agriculture |
Cloud-Fog-Edge Computing |
|
Karl Roe |
An Extensible Framework for Intelligent Ubiquitous Sensing Within Precision Agriculture |
IoT, ubiquitous computing, sensors, consus, precision agriculture |
|
Lan Wei |
Development of an EEG based sleep assessment scoring system using an Interpretable Machine Learning Approach |
EEG, sleep, Machine Learning, infants |
|
Linyi Yang |
Deep Context in Financial Forecasting and Risk Early Warning |
Financial Forecasting, Deep Learning, Explanation |
|
Mehran Alizadeh Pirbasti |
Mehran Alizadeh Pirbasti |
Hedgerow, Deep Learning, Remote sensing, Synthetic aperture radar (SAR) |
|
Mehran hossein Zadeh Bazargani |
Deep Novelty |
anomaly detection, data streams, sequences |
|
Misgina Tsighe Hagos |
Interpretable Human-in-the-loop Modelling Solutions for Medical Images Classifications |
explainable ai, interpretability, Interactive Learning, HITL, Medical Images Classification, Knee Injury Detection |
|
Muhammad Zahid Iqbal |
Machine Learning agents in Augmented Reality applications to facilitate adaptive and kinesthetic learning in STEM Education |
Augmented Reality, Machine Learning, Mixed Reality, Virtual Reality, Education |
|
Negin Zarbakhsh |
Ground-Level Multisource Geospatial Data For Point-Of-Interests (POIs) Activity Class Recognition |
Human Mobility, Machine Learning (ML), Marketing research, Spatiotemporal Analysis. |
|
Nils Höhing |
Grounded Language Understanding |
NLP, NLU, language understanding, vision and language, multimodal |
|
Pasika Sashmal Ranaweera |
Enhancing Security in Multi-Access Edge Computing (MEC) and Internet of Things (IoT) Integration |
Multi-Access Edge Computing (MEC), Security, Privacy, 5G, IoT |
|
Paul Banahan |
Radiologist in the Loop: Generative AI cross modality image translation for out-of-hour emergency applications |
Medical imaging, Generative AI, Radiology |
|
Philipp Wicke |
Computational Embodied Creativity |
artificial intelligence, Computational Creativity, Computational Linguistics |
|
Priscilla Adong |
Estimating near-surface particulate matter concentrations using satellite-derived aerosol optical depth and machine learning |
Machine Learning, Remote sensing, Air Quality |
|
Qinqin Wang |
Transfer Learning on Recommender System |
Machine Learning, Transfer Learning, Recommender System |
|
Quang-Tien Tran |
A Deep Learning Model for Robust Drift Detection |
Concept Drift, Drift Detection, Machine Learning Fundamentals, Explainable ML |
|
Ranul Deelaka Thantilage |
Study of multimodal data warehouse and data mining techniques on cardiology datasets and their sources |
big data, Data Warehousing, Cardiology, Security |
|
Rashmi Erandika Ratnayake |
Machine Learning-Driven Solutions for Bad Data Management in Blockchain-Enabled IoT Systems |
Blockchain, Machine Learning, Bad Data, Data Trust, IoT |
|
Saeedeh ghanadbashi |
Collaborative goal generation and goal achievement with cognitive agents |
Multi-agent Systems, Goal reasoning, goal evolution and generation, cognitive agents |
|
Sajjad Karimian |
Integrating Human Factors into Trustworthy AI for Healthcare |
Trustworthy AI |
|
Sanaz Rasti |
Proximal Sensing for Estimation of Crop Growth and Prediction of Yield |
Machine Learning, Deep Learning, Neural Network, Crop Growth Metrics |
|
Severin Gsponer |
Effective Algorithms for Sequence Learning in All-Substring Feature Spaces |
Sequence Learning, Linear Models, Pattern |
|
Shalitha Wijethilaka |
Improve the security of network slicing enabled IoT in future networks |
Network Slicing, Security, 5G, IoT |
|
Shamima Nasrin Runa |
Exploring Sense of Belonging in Undergraduate Students in College of Science |
Sense of Belonging, belongingness, undergraduate students, science |
|
Sixun Ouyang |
Explainable Models for Recommender Systems |
Recommender System, Explanation, Deep Learning, Text generation |
|
Sourodip Ghoshdastidar |
Methods and tools for efficient, accurate and portable component-level energy modelling of applications |
High performance computing, GPU Computing |
|
Stephen Pilli |
Nudging humans to have ethically aligned conversation using AI |
Nudge Theory, Machine Ethics, NLP, NLU, Chatbots, Conversational AI |
|
Suchana Datta |
Causality driven Information Retrieval |
|
|
Swathi Ramachandra Upadhya |
Predicting protein abundance from cancer genomes and transcriptomes |
Proteomics, Transcriptomics, Genomics, Cancer, Machine Learning, Regression |
|
Taimur Hafeez |
A Robust Computing Framework for Sustainable Internet of Things (IoT) Utilising The Edge Computing Paradigm |
IoT, Edge Computing |
|
Tharindu Lakshan Yasarathna |
Autonomous Anomaly Detection in IoT Devices |
Autonomous anomaly detection, IoT security, Machine Learning, Unsupervised learning |
|
Vivek Mahato |
Real-time Machine Learning in Manufacturing |
Machine Learning, Time-Series, Classification, Regression, Data Science |
|
Weipeng Huang |
Studying Hierarchical Clustering via Probabilistic and Statistical Approaches |
Bayesian Modeling, Hierarchical Clustering |
|
xingyu pan |
Through the looking glass: Context aware non-HMD |
Mixed Reality, Virtual Reality, Augmented Reality, context awareness, AI agent |
|
Xuanhui Xu |
Virtual Reality Canine Anatomy Education |
Virtual Reality, Veterinary |
|
Yu An |
Automatic Geological Fault Interpretation And Modelling |
Computer Vision, Fault Interpretation, Deep Learning |
|
Yuhan Du |
Modeling the Effect of Maternal Diet on Health Outcomes of both Mother and Child |
Machine Learning, pregnancy |
|
Yunan Li |
Spatial Data Analysis in digital Agriculture |
Machine Learning, Data Prediction, Crop growth |
