Marija Bezbradica

41 papers A 1B 1C 8Journal 13Unranked 18

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Explainable AI for Infection Prevention and Control: Modeling CPE Acquisition and Patient Outcomes in an Irish Hospital with Transformers. CoRR 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
2025	J	`jnl`	Explainable AI for infection prevention and control: modeling CPE acquisition and patient outcomes in an Irish hospital with transformers. BMC Medical Informatics Decis. Mak. 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
2025	J	`jnl`	Exploring the trie of rules: a fast data structure for the representation of association rules. J. Intell. Inf. Syst. Mikhail Kudriavtsev, Vuong M. Ngo, Mark Roantree, Marija Bezbradica, Andrew McCarren
2025	J	`jnl`	Filtering amplitude dependence of correlation dynamics in complex systems: application to the cryptocurrency market. CoRR Marcin Watorek, Marija Bezbradica, Martin Crane, Jaroslaw Kwapien, Stanislaw Drozdz
2024	—	`conf`	Efficient Visualization of Association Rule Mining Using the Trie of Rules. KDIR Mikhail Kudriavtsev, Andrew McCarren, Hyowon Lee, Marija Bezbradica
2023	J	`jnl`	Exploring the Trie of Rules: a fast data structure for the representation of association rules. CoRR Mikhail Kudriavtsev, Marija Bezbradica, Andrew McCarren
2023	J	`jnl`	High Fidelity Synthetic Face Generation for Rosacea Skin Condition from Limited Data. CoRR Anwesha Mohanty, Alistair Sutherland, Marija Bezbradica, Hossein Javidnia
2023	J	`jnl`	Students' Learning Behaviour in Programming Education Analysis: Insights from Entropy and Community Detection. Entropy Tai Tan Mai, Martin Crane, Marija Bezbradica
2022	C	`conf`	Attention! Transformer with Sentiment on Cryptocurrencies Price Prediction. COMPLEXIS Huali Zhao, Martin Crane, Marija Bezbradica
2022	J	`jnl`	Concepts for Modeling Smart Cities. Bus. Inf. Syst. Eng. Viviana Bastidas, Iris Reychav, Alon Ofir, Marija Bezbradica, Markus Helfert
2022	—	`conf`	Cryptocurrency Volatility Index: An Efficient Way to Predict the Future CVI. AICS An Pham Ngoc Nguyen, Martin Crane, Marija Bezbradica
2022	J	`jnl`	Learning behaviours data in programming education: Community analysis and outcome prediction with cleaned data. Future Gener. Comput. Syst. Tai Tan Mai, Marija Bezbradica, Martin Crane
2022	J	`jnl`	Skin Disease Analysis With Limited Data in Particular Rosacea: A Review and Recommended Framework. IEEE Access Anwesha Mohanty, Alistair Sutherland, Marija Bezbradica, Hossein Javidnia
2022	J	`jnl`	The Cryptocurrency Market in Transition before and after COVID-19: An Opportunity for Investors? Entropy An Pham Ngoc Nguyen, Tai Tan Mai, Marija Bezbradica, Martin Crane
2021	—	`conf`	Towards Design Principles for User-Centric Explainable AI in Fraud Detection. HCI (36) Douglas Cirqueira, Markus Helfert, Marija Bezbradica
2020	C	`conf`	Explainable Sentiment Analysis Application for Social Media Crisis Management in Retail. CHIRA Douglas Cirqueira, Fernando Almeida do Carmo, Gültekin Cakir, Antônio F. L. Jacob Junior, Fábio M. F. Lobato, Marija Bezbradica, Markus Helfert
2020	C	`conf`	Scenario-Based Requirements Elicitation for User-Centric Explainable AI - A Case in Fraud Detection. CD-MAKE Douglas Cirqueira, Dietmar Nedbal, Markus Helfert, Marija Bezbradica
2020	—	`conf`	Visualizing Critical Objectives in Omnichannel Management Through Mental Models: The Application of an Assortment Integration Context. CHIRA (Revised Selected Papers) Gültekin Cakir, Marija Bezbradica, Markus Helfert
2020	C	`conf`	Who Wants to Use an Augmented Reality Shopping Assistant Application? CHIRA Daniel Alejandro Mora Hernandez, Robert Zimmermann, Douglas Cirqueira, Marija Bezbradica, Markus Helfert, Andreas Auinger, Dirk Werth
2019	—	`conf`	AI Cloud-Based Smart Manufacturing and 3D Printing Techniques for Future In-House Production. AIAM (IEEE) Mohammed Saeed Jawad, Marija Bezbradica, Martin Crane, Mohammed Khalil Alijel
2019	—	`conf`	Customer Purchase Behavior Prediction in E-commerce: A Conceptual Framework and Research Agenda. NFMCP@PKDD/ECML Douglas Cirqueira, Markus Hofer, Dietmar Nedbal, Markus Helfert, Marija Bezbradica
2019	A	`conf`	Received Total Wideband Power Data Analysis: Multiscale wavelet analysis of RTWP data in a 3G network. MSWiM John Garrigan, Martin Crane, Marija Bezbradica
2019	—	`conf`	The Role of User Emotions for Content Personalization in e-Commerce: Literature Review. HCI (23) Artem Bielozorov, Marija Bezbradica, Markus Helfert
2019	—	`conf`	The Shift from Financial to Non-financial Measures During Transition into Digital Retail - A Systematic Literature Review. BIS (1) Gültekin Cakir, Marija Bezbradica, Markus Helfert
2019	—	`conf`	Towards Preprocessing Guidelines for Neural Network Embedding of Customer Behavior in Digital Retail. ISCSIC Douglas Cirqueira, Markus Helfert, Marija Bezbradica
2018	—	`conf`	A Requirements Framework for the Design of Smart City Reference Architectures. HICSS Viviana Bastidas, Markus Helfert, Marija Bezbradica
2018	—	`conf`	An Overview of User-level Usage Monitoring in Cloud Environment. UKAIS Manoj Kesavulu, Duc-Tien Dang-Nguyen, Markus Helfert, Marija Bezbradica
2018	C	`conf`	Bitcoin Currency Fluctuation. COMPLEXIS Marius Kinderis, Marija Bezbradica, Martin Crane
2018	—	`conf`	Day Ahead Forecasting of FAANG Stocks using ARIMA, LSTM Networks and Wavelet Decomposition. AICS Tom Skehin, Martin Crane, Marija Bezbradica
2017	C	`conf`	A Usage-based Data Extraction Framework for Cloud-based Application - An Human-Computer Interaction Approach. CHIRA Manoj Kesavulu, Markus Helfert, Marija Bezbradica
2017	—	`conf`	Cities as Enterprises: A Comparison of Smart City Frameworks Based on Enterprise Architecture Requirements. Smart-CT Viviana Bastidas, Marija Bezbradica, Markus Helfert
2017	C	`conf`	Generic Refactoring Methodology for Cloud Migration - Position Paper. CLOSER Manoj Kesavulu, Marija Bezbradica, Markus Helfert
2017	B	`conf`	Performance analysis of the Quality of Service-aware NETworking Scheme for sMart Internet of Things gatewayS. IWCMC Anderson Augusto Simiscuka, Marija Bezbradica, Gabriel-Miro Muntean
2017	—	`conf`	Usage Analytics: A Process to Extract and Analyse Usage Data to Understand User Behaviour in Cloud. CHIRA (Revised Selected Papers) Manoj Kesavulu, Duc-Tien Dang-Nguyen, Marija Bezbradica, Markus Helfert
2016	J	`jnl`	Applications of High Performance Algorithms to Large Scale Cellular Automata Frameworks Used in Pharmaceutical Modelling. J. Cell. Autom. Marija Bezbradica, Martin Crane, Heather J. Ruskin
2016	—	`conf`	Urban enterprise: A review of Smart City frameworks from an Enterprise Architecture perspective. ISC2 Aleksas Mamkaitis, Marija Bezbradica, Markus Helfert
2014	J	`jnl`	Comparative analysis of asynchronous cellular automata in stochastic pharmaceutical modelling. J. Comput. Sci. Marija Bezbradica, Heather J. Ruskin, Martin Crane
2014	—	`conf`	Modelling Impact of Morphological Urban Structure and Cognitive Behaviour on Pedestrian Flows. ICCSA (4) Marija Bezbradica, Heather J. Ruskin
2013	—	`conf`	Probabilistic Pharmaceutical Modelling: A Comparison Between Synchronous and Asynchronous Cellular Automata. PPAM (2) Marija Bezbradica, Heather J. Ruskin, Martin Crane
2012	C	`conf`	High-Performance Computing for Data Analytics. DS-RT Dimitri Perrin, Marija Bezbradica, Martin Crane, Heather J. Ruskin, Christophe Duhamel
2012	—	`conf`	Parallelisation strategies for large scale cellular automata frameworks in pharmaceutical modelling. HPCS Marija Bezbradica, Martin Crane, Heather J. Ruskin