Marija Bezbradica

Publication Activity (10 Years)

Years Active: 2012-2023
Publications (10 Years): 31

Top Topics

Fraud Detection

Purchase Behavior

Enterprise Architecture

Top Venues

Publications

Mikhail Kudriavtsev, Marija Bezbradica, Andrew McCarren
Exploring the Trie of Rules: a fast data structure for the representation of association rules. CoRR (2023)
Tai Tan Mai, Martin Crane, Marija Bezbradica
Students' Learning Behaviour in Programming Education Analysis: Insights from Entropy and Community Detection. Entropy 25 (8) (2023)
Anwesha Mohanty, Alistair Sutherland, Marija Bezbradica, Hossein Javidnia
High Fidelity Synthetic Face Generation for Rosacea Skin Condition from Limited Data. CoRR (2023)
An Pham Ngoc Nguyen, Tai Tan Mai, Marija Bezbradica, Martin Crane
The Cryptocurrency Market in Transition before and after COVID-19: An Opportunity for Investors? Entropy 24 (9) (2022)
Anwesha Mohanty, Alistair Sutherland, Marija Bezbradica, Hossein Javidnia
Skin Disease Analysis With Limited Data in Particular Rosacea: A Review and Recommended Framework. IEEE Access 10 (2022)
An Pham Ngoc Nguyen, Martin Crane, Marija Bezbradica
Cryptocurrency Volatility Index: An Efficient Way to Predict the Future CVI. AICS (2022)
Viviana Bastidas, Iris Reychav, Alon Ofir, Marija Bezbradica, Markus Helfert
Concepts for Modeling Smart Cities. Bus. Inf. Syst. Eng. 64 (3) (2022)
Tai Tan Mai, Marija Bezbradica, Martin Crane
Learning behaviours data in programming education: Community analysis and outcome prediction with cleaned data. Future Gener. Comput. Syst. 127 (2022)
Huali Zhao, Martin Crane, Marija Bezbradica
Attention! Transformer with Sentiment on Cryptocurrencies Price Prediction. COMPLEXIS (2022)
Douglas Cirqueira, Markus Helfert, Marija Bezbradica
Towards Design Principles for User-Centric Explainable AI in Fraud Detection. HCI (36) (2021)
Gültekin Cakir, Marija Bezbradica, Markus Helfert
Visualizing Critical Objectives in Omnichannel Management Through Mental Models: The Application of an Assortment Integration Context. CHIRA (Revised Selected Papers) (2020)
Douglas Cirqueira, Dietmar Nedbal, Markus Helfert, Marija Bezbradica
Scenario-Based Requirements Elicitation for User-Centric Explainable AI - A Case in Fraud Detection. CD-MAKE (2020)
Daniel Alejandro Mora Hernandez, Robert Zimmermann, Douglas Cirqueira, Marija Bezbradica, Markus Helfert, Andreas Auinger, Dirk Werth
Who Wants to Use an Augmented Reality Shopping Assistant Application? CHIRA (2020)
Douglas Cirqueira, Fernando Almeida, Gültekin Cakir, Antonio Jacob Jr., Fábio M. F. Lobato, Marija Bezbradica, Markus Helfert
Explainable Sentiment Analysis Application for Social Media Crisis Management in Retail. CHIRA (2020)
John Garrigan, Martin Crane, Marija Bezbradica
Received Total Wideband Power Data Analysis: Multiscale wavelet analysis of RTWP data in a 3G network. MSWiM (2019)
Gültekin Cakir, Marija Bezbradica, Markus Helfert
The Shift from Financial to Non-financial Measures During Transition into Digital Retail - A Systematic Literature Review. BIS (1) (2019)
Mohammed Saeed Jawad, Marija Bezbradica, Martin Crane, Mohammed Khalil Alijel
AI Cloud-Based Smart Manufacturing and 3D Printing Techniques for Future In-House Production. AIAM (IEEE) (2019)
Douglas Cirqueira, Markus Helfert, Marija Bezbradica
Towards Preprocessing Guidelines for Neural Network Embedding of Customer Behavior in Digital Retail. ISCSIC (2019)
Douglas Cirqueira, Markus Hofer, Dietmar Nedbal, Markus Helfert, Marija Bezbradica
Customer Purchase Behavior Prediction in E-commerce: A Conceptual Framework and Research Agenda. NFMCP@PKDD/ECML (2019)
Artem Bielozorov, Marija Bezbradica, Markus Helfert
The Role of User Emotions for Content Personalization in e-Commerce: Literature Review. HCI (23) (2019)
Marius Kinderis, Marija Bezbradica, Martin Crane
Bitcoin Currency Fluctuation. COMPLEXIS (2018)
Tom Skehin, Martin Crane, Marija Bezbradica
Day Ahead Forecasting of FAANG Stocks using ARIMA, LSTM Networks and Wavelet Decomposition. AICS (2018)
Manoj Kesavulu, Duc-Tien Dang-Nguyen, Markus Helfert, Marija Bezbradica
An Overview of User-level Usage Monitoring in Cloud Environment. UKAIS (2018)
Viviana Bastidas, Markus Helfert, Marija Bezbradica
A Requirements Framework for the Design of Smart City Reference Architectures. HICSS (2018)
Manoj Kesavulu, Markus Helfert, Marija Bezbradica
A Usage-based Data Extraction Framework for Cloud-based Application - An Human-Computer Interaction Approach. CHIRA (2017)
Manoj Kesavulu, Duc-Tien Dang-Nguyen, Marija Bezbradica, Markus Helfert
Usage Analytics: A Process to Extract and Analyse Usage Data to Understand User Behaviour in Cloud. CHIRA (Revised Selected Papers) (2017)
Manoj Kesavulu, Marija Bezbradica, Markus Helfert
Generic Refactoring Methodology for Cloud Migration - Position Paper. CLOSER (2017)
Anderson Augusto Simiscuka, Marija Bezbradica, Gabriel-Miro Muntean
Performance analysis of the Quality of Service-aware NETworking Scheme for sMart Internet of Things gatewayS. IWCMC (2017)
Viviana Bastidas, Marija Bezbradica, Markus Helfert
Cities as Enterprises: A Comparison of Smart City Frameworks Based on Enterprise Architecture Requirements. Smart-CT (2017)
Aleksas Mamkaitis, Marija Bezbradica, Markus Helfert
Urban enterprise: A review of Smart City frameworks from an Enterprise Architecture perspective. ISC2 (2016)
Marija Bezbradica, Martin Crane, Heather J. Ruskin
Applications of High Performance Algorithms to Large Scale Cellular Automata Frameworks Used in Pharmaceutical Modelling. J. Cell. Autom. 11 (1) (2016)
Marija Bezbradica, Heather J. Ruskin, Martin Crane
Comparative analysis of asynchronous cellular automata in stochastic pharmaceutical modelling. J. Comput. Sci. 5 (5) (2014)
Marija Bezbradica, Heather J. Ruskin
Modelling Impact of Morphological Urban Structure and Cognitive Behaviour on Pedestrian Flows. ICCSA (4) (2014)
Marija Bezbradica, Heather J. Ruskin, Martin Crane
Probabilistic Pharmaceutical Modelling: A Comparison Between Synchronous and Asynchronous Cellular Automata. PPAM (2) (2013)
Dimitri Perrin, Marija Bezbradica, Martin Crane, Heather J. Ruskin, Christophe Duhamel
High-Performance Computing for Data Analytics. DS-RT (2012)
Marija Bezbradica, Martin Crane, Heather J. Ruskin
Parallelisation strategies for large scale cellular automata frameworks in pharmaceutical modelling. HPCS (2012)