High-Performance Computing for Data Analytics. - Dimitri Perrin; Marija Bezbradica; Martin Crane; Heather J. Ruskin; Christophe Duhamel (DS-RT, 2012)

Parallelisation strategies for large scale cellular automata frameworks in pharmaceutical modelling. - Marija Bezbradica; Martin Crane; Heather J. Ruskin (HPCS, 2012)

Probabilistic Pharmaceutical Modelling: A Comparison Between Synchronous and Asynchronous Cellular Automata. - Marija Bezbradica; Heather J. Ruskin; Martin Crane (PPAM (2), 2013)

Modelling Impact of Morphological Urban Structure and Cognitive Behaviour on Pedestrian Flows. - Marija Bezbradica; Heather J. Ruskin (ICCSA (4), 2014)

Comparative analysis of asynchronous cellular automata in stochastic pharmaceutical modelling. - Marija Bezbradica; Heather J. Ruskin; Martin Crane (J. Comput. Sci., 2014)

Urban enterprise: A review of Smart City frameworks from an Enterprise Architecture perspective. - Aleksas Mamkaitis; Marija Bezbradica; Markus Helfert (ISC2, 2016)

Applications of High Performance Algorithms to Large Scale Cellular Automata Frameworks Used in Pharmaceutical Modelling. - Marija Bezbradica; Martin Crane; Heather J. Ruskin (J. Cell. Autom., 2016)

Usage Analytics: A Process to Extract and Analyse Usage Data to Understand User Behaviour in Cloud. - Manoj Kesavulu; Duc-Tien Dang-Nguyen; Marija Bezbradica; Markus Helfert (CHIRA (Revised Selected Papers), 2017)

A Usage-based Data Extraction Framework for Cloud-based Application - An Human-Computer Interaction Approach. - Manoj Kesavulu; Markus Helfert; Marija Bezbradica (CHIRA, 2017)

Generic Refactoring Methodology for Cloud Migration - Position Paper. - Manoj Kesavulu; Marija Bezbradica; Markus Helfert (CLOSER, 2017)

Performance analysis of the Quality of Service-aware NETworking Scheme for sMart Internet of Things gatewayS. - Anderson Augusto Simiscuka; Marija Bezbradica; Gabriel-Miro Muntean (IWCMC, 2017)

Cities as Enterprises: A Comparison of Smart City Frameworks Based on Enterprise Architecture Requirements. - Viviana Bastidas; Marija Bezbradica; Markus Helfert (Smart-CT, 2017)

Day Ahead Forecasting of FAANG Stocks using ARIMA, LSTM Networks and Wavelet Decomposition. - Tom Skehin; Martin Crane; Marija Bezbradica (AICS, 2018)

Bitcoin Currency Fluctuation. - Marius Kinderis; Marija Bezbradica; Martin Crane (COMPLEXIS, 2018)

A Requirements Framework for the Design of Smart City Reference Architectures. - Viviana Bastidas; Markus Helfert; Marija Bezbradica (HICSS, 2018)

An Overview of User-level Usage Monitoring in Cloud Environment. - Manoj Kesavulu; Duc-Tien Dang-Nguyen; Markus Helfert; Marija Bezbradica (UKAIS, 2018)

AI Cloud-Based Smart Manufacturing and 3D Printing Techniques for Future In-House Production. - Mohammed Saeed Jawad; Marija Bezbradica; Martin Crane; Mohammed Khalil Alijel (AIAM (IEEE), 2019)

The Shift from Financial to Non-financial Measures During Transition into Digital Retail - A Systematic Literature Review. - Gültekin Cakir; Marija Bezbradica; Markus Helfert (BIS (1), 2019)

The Role of User Emotions for Content Personalization in e-Commerce: Literature Review. - Artem Bielozorov; Marija Bezbradica; Markus Helfert (HCI (23), 2019)

Towards Preprocessing Guidelines for Neural Network Embedding of Customer Behavior in Digital Retail. - Douglas Cirqueira; Markus Helfert; Marija Bezbradica (ISCSIC, 2019)

Received Total Wideband Power Data Analysis: Multiscale wavelet analysis of RTWP data in a 3G network. - John Garrigan; Martin Crane; Marija Bezbradica (MSWiM, 2019)

Customer Purchase Behavior Prediction in E-commerce: A Conceptual Framework and Research Agenda. - Douglas Cirqueira; Markus Hofer; Dietmar Nedbal; Markus Helfert; Marija Bezbradica (NFMCP@PKDD/ECML, 2019)

Scenario-Based Requirements Elicitation for User-Centric Explainable AI - A Case in Fraud Detection. - Douglas Cirqueira; Dietmar Nedbal; Markus Helfert; Marija Bezbradica (CD-MAKE, 2020)

Visualizing Critical Objectives in Omnichannel Management Through Mental Models: The Application of an Assortment Integration Context. - Gültekin Cakir; Marija Bezbradica; Markus Helfert (CHIRA (Revised Selected Papers), 2020)

Explainable Sentiment Analysis Application for Social Media Crisis Management in Retail. - Douglas Cirqueira; Fernando Almeida do Carmo; Gültekin Cakir; Antônio F. L. Jacob Junior; Fábio M. F. Lobato; Marija Bezbradica; Markus Helfert (CHIRA, 2020)

Who Wants to Use an Augmented Reality Shopping Assistant Application? - Daniel Alejandro Mora Hernandez; Robert Zimmermann; Douglas Cirqueira; Marija Bezbradica; Markus Helfert; Andreas Auinger; Dirk Werth (CHIRA, 2020)

Towards Design Principles for User-Centric Explainable AI in Fraud Detection. - Douglas Cirqueira; Markus Helfert; Marija Bezbradica (HCI (36), 2021)

Cryptocurrency Volatility Index: An Efficient Way to Predict the Future CVI. - An Pham Ngoc Nguyen; Martin Crane; Marija Bezbradica (AICS, 2022)

Attention! Transformer with Sentiment on Cryptocurrencies Price Prediction. - Huali Zhao; Martin Crane; Marija Bezbradica (COMPLEXIS, 2022)

Skin Disease Analysis With Limited Data in Particular Rosacea: A Review and Recommended Framework. - Anwesha Mohanty; Alistair Sutherland; Marija Bezbradica; Hossein Javidnia (IEEE Access, 2022)

Concepts for Modeling Smart Cities. - Viviana Bastidas; Iris Reychav; Alon Ofir; Marija Bezbradica; Markus Helfert (Bus. Inf. Syst. Eng., 2022)

The Cryptocurrency Market in Transition before and after COVID-19: An Opportunity for Investors? - An Pham Ngoc Nguyen; Tai Tan Mai; Marija Bezbradica; Martin Crane (Entropy, 2022)

Learning behaviours data in programming education: Community analysis and outcome prediction with cleaned data. - Tai Tan Mai; Marija Bezbradica; Martin Crane (Future Gener. Comput. Syst., 2022)

High Fidelity Synthetic Face Generation for Rosacea Skin Condition from Limited Data. - Anwesha Mohanty; Alistair Sutherland; Marija Bezbradica; Hossein Javidnia (CoRR, 2023)

Exploring the Trie of Rules: a fast data structure for the representation of association rules. - Mikhail Kudriavtsev; Marija Bezbradica; Andrew McCarren (CoRR, 2023)

Students' Learning Behaviour in Programming Education Analysis: Insights from Entropy and Community Detection. - Tai Tan Mai; Martin Crane; Marija Bezbradica (Entropy, 2023)

Efficient Visualization of Association Rule Mining Using the Trie of Rules. - Mikhail Kudriavtsev; Andrew McCarren; Hyowon Lee 001; Marija Bezbradica (KDIR, 2024)

Exploring the trie of rules: a fast data structure for the representation of association rules. - Mikhail Kudriavtsev; Vuong M. Ngo; Mark Roantree; Marija Bezbradica; Andrew McCarren (J. Intell. Inf. Syst., 2025)

Explainable AI for Infection Prevention and Control: Modeling CPE Acquisition and Patient Outcomes in an Irish Hospital with Transformers. - Minh-Khoi Pham; Tai Tan Mai; Martin Crane; Rob Brennan; Marie E. Ward; Una Geary; Declan Byrne; Brian O. Connell; Colm Bergin; Donncha Creagh; Nick McDonald; Marija Bezbradica (CoRR, 2025)

Filtering amplitude dependence of correlation dynamics in complex systems: application to the cryptocurrency market. - Marcin Watorek; Marija Bezbradica; Martin Crane; Jaroslaw Kwapien; Stanislaw Drozdz (CoRR, 2025)