Marija Bezbradica
Dr.
Adapt - where I am a Funded Investigator and specifically aligned with FinTech strand. I work on several projects to empower innovation in Financial Services, with a special focus on InsurTech.
ARC-SYM - Advanced Research Computing Centre for Complex Systems Modelling, as part of which I completed my PhD research in 2013. As part of this I am acting as a chair of the Modelling & Scientific Computing Group and am also an area leader for Social systems, specifically for Smart cities, Environment and Transport.
Lero - The Irish Software Engineering Research Centre where I have several projects in Smart Cities area and behavioural analysis.
In past I developed models that study impact of large urban layouts on pedestrian movement decision-making using ABM with open data sourced from OpenStreetMap. My past research includes building stochastic models of in vitro drug delivery systems (DDS) by using CA and ABM, in collaboration with Sigmoid Pharma Ltd.
Peer Reviewed Journal
Year | Publication | |
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2024 | Mohanty, A.; Sutherland, A.; Bezbradica, M.; Javidnia, H. (2024) 'High-Fidelity Synthetic Face Generation for Rosacea Skin Condition from Limited Data'. Electronics (Switzerland), 13 . [Link] [DOI] | |
2023 | Bastidas, Viviana; Bezbradica, Marija; Bilauca, Mihai; Healy, Michael; Helfert, Markus (2023) 'Enterprise Architecture in Smart Cities: Developing an Empirical Grounded Research Agenda'. Journal of Urban Technology, 30 (1). [DOI] | |
2023 | Mohanty, A.; Sutherland, A.; Bezbradica, M.; Javidnia, H. (2023) 'Rhi3DGen: Analyzing Rhinophyma using 3D face models and synthetic data'. Intelligence-Based Medicine, 8 . [Link] [DOI] | |
2023 | Mai, T.T.; Crane, M.; Bezbradica, M. (2023) 'Students’ Learning Behaviour in Programming Education Analysis: Insights from Entropy and Community Detection'. Entropy, 25 . [Link] [DOI] | |
2023 | Nguyen, A.P.N.; Mai, T.T.; Bezbradica, M.; Crane, M. (2023) 'Volatility and returns connectedness in cryptocurrency markets: Insights from graph-based methods'. Physica A: Statistical Mechanics and its Applications, 632 . [Link] [DOI] | |
2023 | Kim, M.; Lindberg, D.; Crane, M.; Bezbradica, M. (2023) 'Dirichlet Process Log Skew-Normal Mixture with a Missing-at-Random-Covariate in Insurance Claim Analysis'. Econometrics, 11 . [Link] [DOI] | |
2023 | Zimmermann, R.; Mora, D.; Cirqueira, D.; Helfert, M.; Bezbradica, M.; Werth, D.; Weitzl, W.J.; Riedl, R.; Auinger, A. (2023) 'Enhancing brick-and-mortar store shopping experience with an augmented reality shopping assistant application using personalized recommendations and explainable artificial intelligence'. Journal of Research in Interactive Marketing, 17 . [Link] [DOI] | |
2022 | Nguyen, A.P.N.; Mai, T.T.; Bezbradica, M.; Crane, M. (2022) 'The Cryptocurrency Market in Transition before and after COVID-19: An Opportunity for Investors?'. Entropy, 24 . [Link] [DOI] | |
2022 | Kwapień, J.; Watorek, M.; Bezbradica, M.; Crane, M.; Tan Mai, T.; Drozdz, S. (2022) 'Analysis of inter-transaction time fluctuations in the cryptocurrency market'. Chaos, 32 . [Link] [DOI] | |
2022 | Mai, T.T.; Bezbradica, M.; Crane, M. (2022) 'Learning behaviours data in programming education: Community analysis and outcome prediction with cleaned data'. Future Generation Computer Systems, 127 . [Link] [DOI] | |
2022 | Zimmermann, R., Mora, D., Cirqueira, D., Helfert, M., Bezbradica, M., Werth, D., Weitzl, W.J., Riedl, R. and Auinger, A. (2022) 'Enhancing brick-and-mortar store shopping experience with an augmented reality shopping assistant application using personalized recommendations and explainable artificial intelligence Enhancing brick-and- mortar shopping experience'. Journal of Research in Interactive Marketing, . [Link] https://doi.org/10.1108/JRIM-09-2021-0237 | |
2022 | Bastidas, V.; Reychav, I.; Ofir, A.; Bezbradica, M.; Helfert, M. (2022) 'Concepts for Modeling Smart Cities: An ArchiMate Extension'. Business and Information Systems Engineering, 64 . [Link] [DOI] | |
2019 | Crane,M., Bezbradica, M., Odoul, Q., Jimenez-Segura, N. (2019) 'A Markov Model of Student Retention & Progression'. ACM Transactions on Computing Education, (Under Resubmission) . | |
2019 | Stack, R., Bezbradica, M., Crane, M. (2019) 'Identifying Patterns in Aircraft Engine Health Monitoring Parameter Changes'. JOURNAL OF AMERICAN INSTITUTE OF AERONAUTICS AND ASTRON, . | |
2019 | Aleedy, M.; Shaiba, H.; Bezbradica, M. (2019) 'Generating and analyzing Chatbot responses using natural language processing'. International Journal Of Advanced Computer Science And Applications, 10 . [Link] | |
2016 | Bezbradica, Marija; Crane, Martin; Ruskin, Heather J. (2016) 'Applications of High Performance Algorithms to Large Scale Cellular Automata Frameworks Used in Pharmaceutical Modelling'. Journal of Cellular Automata, 11 (1). | |
2016 | Kesavulu, Manoj and Helfert, Markus and Bezbradica, Marija (2016) 'Towards Refactoring in Cloud-Centric Internet of Things for Smart Cities'. . | |
2016 | Bezbradica, M.; Crane, M.; Ruskin, H.J.; (2016) 'Applications of high performance algorithms to large scale cellular automata frameworks used in pharmaceutical modelling'. Journal of Cellular Automata, . | |
2014 | Bezbradica, Marija; Ruskin, Heather J.; Crane, Martin (2014) 'Comparative analysis of asynchronous cellular automata in stochastic pharmaceutical modelling'. Journal of Computational Science, 5 (5). [DOI] |
Book Chapter
Year | Publication | |
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2020 | Bezbradica, M.; Crane, M.; Ruskin, H.J. (2020) 'Release modelling of nanoencapsulated food ingredients by probabilistic models: Cellular Automata and Monte Carlo Methods' In: Release and Bioavailability of Nanoencapsulated Food Ingredients. [Link] https://doi.org/10.1016/C2017-0-03560-7 | |
2019 | Bezbradica, M., Crane, M., Ruskin, H.J. (2019) 'Cellular automata technique for release modelling of nanoencapsulated food ingredients' In: Release and Bioavailability of Nanoencapsulated Food Ingredients. New York : Elsevier. | |
2019 | M Bezbradica, HJ Ruskin (2019) 'Understanding urban mobility and pedestrian movement' In: Smart Urban Development. London, UK : IntechOpen. [Link] [DOI] | |
2014 | Bezbradica, M.; Ruskin, H.J.; Crane, M.; (2014) 'Probabilistic pharmaceutical modelling: A comparison between synchronous and asynchronous cellular automata' In: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Berlin : Springer. [Link] [DOI] |
Conference Publication
Year | Publication | |
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2023 | Nguyen, A.P.N.; Crane, M.; Bezbradica, M. (2023) Cryptocurrency Volatility Index: An Efficient Way to Predict the Future CVI [Link] [DOI] | |
2022 | Cakir, Gultekin; Bezbradica, Marija; Helfert, Markus (2022) COMPUTER-HUMAN INTERACTION RESEARCH AND APPLICATIONS, CHIRA 2020 Visualizing Critical Objectives in Omnichannel Management Through Mental Models: The Application of an Assortment Integration Context [DOI] | |
2022 | Zhao, Huali; Crane, Martin; Bezbradica, Marija (2022) PROCEEDINGS OF THE 7TH INTERNATIONAL CONFERENCE ON COMPLEXITY, FUTURE INFORMATION SYSTEMS AND RISK (COMPLEXIS) Attention! Transformer with Sentiment on Cryptocurrencies Price Prediction [DOI] | |
2022 | Mohanty, Anwesha; Sutherland, Alistair; Bezbradica, Marija; Javidnia, Hossein (2022) 2022 33RD IRISH SIGNALS AND SYSTEMS CONFERENCE (ISSC) Towards Synthetic Generation of Clinical Rosacea Images with GAN Models [DOI] | |
2020 | Mora, Daniel; Zimmermann, Robert; Cirqueira, Douglas; Bezbradica, Marija; Helfert, Markus; Auinger, Andreas; Werth, Dirk (2020) PROCEEDINGS OF THE 4TH INTERNATIONAL CONFERENCE ON COMPUTER-HUMAN INTERACTION RESEARCH AND APPLICATIONS (CHIRA) Who Wants to Use an Augmented Reality Shopping Assistant Application? [DOI] | |
2017 | Kesavulu, M.; Helfert, M.; Bezbradica, M. (2017) CHIRA 2017 - Proceedings of the International Conference on Computer-Human Interaction Research and Applications A usage-based data extraction framework for cloud-based application an human-computer interaction approach [Link] | |
2021 | Mai, Tai Tan; Crane, Martin; Bezbradica, Marija (2021) 7TH INTERNATIONAL CONFERENCE ON HIGHER EDUCATION ADVANCES (HEAD'21) Students' Behaviours in using Learning Resources in Higher Education: How do behaviours reflect success in Programming Education? [DOI] | |
2021 | Cirqueira, D.; Helfert, M.; Bezbradica, M. (2021) Towards Design Principles for User-Centric Explainable AI in Fraud Detection [Link] [DOI] | |
2020 | Cirqueira, Douglas; Almeida, Fernando; Cakir, Gultekin; Jacob, Antonio; Lobato, Fabio; Bezbradica, Marija; Helfert, Markus (2020) PROCEEDINGS OF THE 4TH INTERNATIONAL CONFERENCE ON COMPUTER-HUMAN INTERACTION RESEARCH AND APPLICATIONS (CHIRA) Explainable Sentiment Analysis Application for Social Media Crisis Management in Retail [DOI] | |
2020 | Daniel Mora, Robert Zimmermann, Douglas Cirqueira, Marija Bezbradica, Markus Helfert, Andreas Auinger, Dirk Werth (2020) Proceedings of the 4th International Conference on Computer-Human Interaction Research and Applications (CHIRA 2020) Who Wants to Use an Augmented Reality Shopping AssistantApplication? [DOI] | |
2020 | Suad Almutairi, Hadil Shaiba, Marija Bezbradica (2020) International Conference on Computing Predicting Students’ Academic Performance and Main Behavioral Features Using Data Mining Techniques https://doi.org/10.1007/978-3-030-36365-9_21 | |
2020 | Cirqueira, D.; Almeida, F.; Cakir, G.; Jacob, A.; Lobato, F.; Bezbradica, M.; Helfert, M. (2020) CHIRA 2020 - Proceedings of the 4th International Conference on Computer-Human Interaction Research and Applications Explainable Sentiment Analysis Application for Social Media Crisis Management in Retail [Link] | |
2020 | Mora, D.; Zimmermann, R.; Cirqueira, D.; Bezbradica, M.; Helfert, M.; Auinger, A.; Werth, D. (2020) CHIRA 2020 - Proceedings of the 4th International Conference on Computer-Human Interaction Research and Applications Who Wants to Use an Augmented Reality Shopping Assistant Application? [Link] | |
2020 | Cirqueira, D.; Nedbal, D.; Helfert, M.; Bezbradica, M. (2020) Scenario-Based Requirements Elicitation for User-Centric Explainable AI: A Case in Fraud Detection [Link] [DOI] | |
2020 | Cirqueira, D.; Hofer, M.; Nedbal, D.; Helfert, M.; Bezbradica, M. (2020) Customer purchase behavior prediction in e-commerce: A conceptual framework and research agenda [Link] [DOI] | |
2019 | Cakir, G.; Bezbradica, M.; Helfert, M. (2019) The Shift from Financial to Non-financial Measures During Transition into Digital Retail – A Systematic Literature Review [Link] [DOI] | |
2019 | Garrigan, John; Crane, Martin; Bezbradica, Marija (2019) MSWIM'19: PROCEEDINGS OF THE 22ND INTERNATIONAL ACM CONFERENCE ON MODELING, ANALYSIS AND SIMULATION OF WIRELESS AND MOBILE SYSTEMS Received Total Wideband Power Data Analysis Multiscale wavelet analysis of RTWP data in a 3G network [DOI] | |
2019 | Cirqueira, D.; Helfert, M.; Bezbradica, M. (2019) Towards Preprocessing Guidelines for Neural Network Embedding of Customer Behavior in Digital Retail [Link] [DOI] | |
2019 | Almutairi, S.; Shaiba, H.; Bezbradica, M. (2019) Predicting Students’ Academic Performance and Main Behavioral Features Using Data Mining Techniques [Link] [DOI] | |
2019 | Kesavulu, M.; Dang-Nguyen, D.T.; Bezbradica, M.; Helfert, M. (2019) Usage Analytics: A Process to Extract and Analyse Usage Data to Understand User Behaviour in Cloud [Link] [DOI] | |
2019 | Jawad, M.S.; Bezbradica, M.; Crane, M.; Alijel, M.K. (2019) Proceedings - 2019 International Conference on Artificial Intelligence and Advanced Manufacturing, AIAM 2019 AI Cloud-Based Smart Manufacturing and 3D Printing Techniques for Future In-House Production [Link] [DOI] | |
2019 | Garrigan, J., Bezbradica, M., Crane, M. (2019) 22st ACM International Conference on Modeling, Analysis and Simulation of Wireless and Mobile Systems (MSWiM' 19) Received Total Wideband Power Data Analysis: Multiscale wavelet analysis of RTWP data in a 3G network Miami, FL, 26/11/2019- 30/11/2019 | |
2019 | Bielozorov, Artem; Bezbradica, Marija; Helfert, Markus (2019) The Role of User Emotions for Content Personalization in e-Commerce: Literature Review [DOI] | |
2018 | Bastidas, V.; Helfert, M.; Bezbradica, M. (2018) Proceedings of the Annual Hawaii International Conference on System Sciences A requirements framework for the design of smart city reference architectures [Link] | |
2018 | Kinderis, M., Bezbradica, M., Crane, M (2018) 3rd International Conference on Complexity, Future Information Systems and Risk Bitcoin Currency Fluctuation Funchal, Portugal, 20/03/2018- 21/03/2018 [Link] [DOI] | |
2018 | Bastidas, Vivian; Helfert, Markus; Bezbradica, Marija (2018) PROCEEDINGS OF THE 51ST ANNUAL HAWAII INTERNATIONAL CONFERENCE ON SYSTEM SCIENCES (HICSS) A Requirements Framework for the Design of Smart City Reference Architectures | |
2018 | Kinderis, M.; Bezbradica, M.; Crane, M. (2018) COMPLEXIS 2018 - Proceedings of the 3rd International Conference on Complexity, Future Information Systems and Risk Bitcoin currency fluctuation [Link] | |
2018 | Bastidas, Viviana and Helfert, Markus and Bezbradica, Marija (2018) Proceedings of the 51st Hawaii International Conference on System Sciences A Requirements Framework for the Design of Smart City Reference Architectures | |
2018 | Skehin, T.; Crane, M.; Bezbradica, M. (2018) Day ahead forecasting of FAANG stocks using ARIMA, LSTM networks and wavelets [Link] | |
2018 | Skehin, T., Crane, M., Bezbradica, M. (2018) The 26th AIAI Irish Conference on Artificial Intelligence and Cognitive Science . In: Brennan, R. Beel, J., Byrne, R., Debattista, J., Crotti, A eds. Day Ahead Forecasting of FAANG Stocks Using ARIMA, LSTM Networks and Wavelets Dublin, Ireland, 06/12/2018- 07/12/2018 [Link] | |
2017 | Bastidas V., Bezbradica M., Helfert M. (2017) International Conference on Smart Cities . In: Alba E., Chicano F., Luque G. (eds) Smart Cities. Smart-CT 2017. Lecture Notes in Computer Science, vol 10268. Springer, Cham eds. Cities as Enterprises: A Comparison of Smart City Frameworks Based on Enterprise Architecture Requirements Malaga, Spain, [Link] https://doi.org/10.1007/978-3-319-59513-9_3 | |
2017 | Kesavulu, Manoj and Bezbradica, Marija and Helfert, Markus (2017) International Conference on Cloud Computing and Services Science Generic Refactoring Methodology for Cloud Migration Position Paper | |
2017 | Kesavulu, Manoj; Bezbradica, Marija; Helfert, Markus (2017) CLOSER: PROCEEDINGS OF THE 7TH INTERNATIONAL CONFERENCE ON CLOUD COMPUTING AND SERVICES SCIENCE Generic Refactoring Methodology for Cloud Migration [DOI] | |
2017 | Bastidas, Viviana; Bezbradica, Marija; Helfert, Markus (2017) Cities as Enterprises: A Comparison of Smart City Frameworks Based on Enterprise Architecture Requirements [DOI] | |
2017 | M Kesavulu, M Helfert, M Bezbradica (2017) International Conference on Computer-Human Interaction Research and Applications (CHIRA 2017) A Usage-based Data Extraction Framework for Cloud-Based Application - An Human Computer Interaction approach | |
2017 | Simiscuka, Anderson Augusto; Bezbradica, Marija; Muntean, Gabriel-Miro (2017) 2017 13TH INTERNATIONAL WIRELESS COMMUNICATIONS AND MOBILE COMPUTING CONFERENCE (IWCMC) Performance Analysis of the Quality of Service-aware Networking Scheme for Smart Internet of Things Gateways | |
2017 | Simiscuka, A.A.; Bezbradica, M.; Muntean, G.M. (2017) 2017 13th International Wireless Communications and Mobile Computing Conference, IWCMC 2017 Performance analysis of the Quality of Service-aware NETworking Scheme for sMart Internet of Things gatewayS [Link] [DOI] | |
2017 | Bastidas, Viviana and Bezbradica, Marija and Helfert, Markus (2017) International Conference on Smart Cities Cities as Enterprises: A Comparison of Smart City Frameworks Based on Enterprise Architecture Requirements | |
2016 | Mamkaitis A.; Helfert M.; Bezbradica M.; (2016) Smart Cities Conference (ISC2), 2016 IEEE International Urban enterprise: A review of Smart City frameworks from an Enterprise Architecture perspective | |
2016 | Kesavulu M.; Helfert M.; Bezbradica M; (2016) AIS Pre-ICIS Workshop on “IoT & Smart City Challenges and Applications” – ISCA 2016 Towards Refactoring in Cloud-Centric Internet of Things for Smart Cities | |
2016 | Mamkaitis A.; Bezbradica M; Helfert M. (2016) AIS Pre-ICIS Workshop on “IoT & Smart City Challenges and Applications” – ISCA 2016 Urban Enterprise Principles development approach: a case from a European City | |
2016 | Pourzolfaghar Z.; Bezbradica M; Helfert M. (2016) AIS Pre-ICIS Workshop on “IoT & Smart City Challenges and Applications” – ISCA 2016 Types of IT Architectures in Smart Cities – A review from a Business Model and Enterprise Architecture Perspective | |
2016 | Mamkaitis, A.; Bezbradica, M.; Helfert, M. (2016) IEEE 2nd International Smart Cities Conference: Improving the Citizens Quality of Life, ISC2 2016 - Proceedings Urban enterprise: A review of Smart City frameworks from an enterprise architecture perspective [Link] [DOI] | |
2016 | Mamkaitis, Aleksas; Bezbradica, Marija; Helfert, Markus (2016) IEEE SECOND INTERNATIONAL SMART CITIES CONFERENCE (ISC2 2016) Urban Enterprise: a review of Smart City frameworks from an Enterprise Architecture perspective | |
2016 | Mamkaitis, Aleksas and Bezbradica, Marija and Helfert, Markus (2016) Smart Cities Conference (ISC2), 2016 IEEE International Urban enterprise: a review of smart city frameworks from an enterprise architecture perspective | |
2016 | Mamkaitis, Aleksas and Bezbradica, Marija and Helfert, Markus (2016) AIS Pre-ICIS Workshop on �IoT \& Smart City Challenges and Applications�, Dublin Urban enterprise principles development approach: a case from a European City | |
2014 | Bezbradica, M.; Ruskin, H.J. (2014) Modelling impact of morphological urban structure and cognitive behaviour on pedestrian flows [Link] [DOI] | |
2014 | Bezbradica, M.; Ruskin, H.J.; Crane, M. (2014) Probabilistic pharmaceutical modelling: A comparison between synchronous and asynchronous cellular automata [Link] [DOI] | |
2012 | Perrin, D.; Bezbradica, M.; Crane, M.; Ruskin, H.J.; Duhamel, C. (2012) Proceedings - IEEE International Symposium on Distributed Simulation and Real-Time Applications, DS-RT High-performance computing for data analytics [Link] [DOI] | |
2012 | Bezbradica, M.; Crane, M.; Ruskin, H.J. (2012) Proceedings of the 2012 International Conference on High Performance Computing and Simulation, HPCS 2012 Parallelisation strategies for large scale cellular automata frameworks in pharmaceutical modelling [Link] [DOI] | |
2011 | Bezbradica, M; Crane, M; Ruskin, HJ (2011) ICBBB 2011 : 2011 International Conference on Bioscience, Biochemistry and Bioinformatics Modelling Drug Coatings: A parallel Cellular Automata Model of Ethylcellulose-coated Microspheres | |
2011 | Bezbradica, Marija; Ruskin, Heather J.; Crane, Martin (2011) BIOSCIENCE, BIOCHEMISTRY AND BIOINFORMATICS Modelling Drug Coatings: A parallel Cellular Automata Model of Ethylcellulose-coated Microspheres | |
2010 | Bezbradica, M.; Barat, A.; Ruskin, H.J.; Crane, M.; (2010) ESM 2010 - 2010 European Simulation and Modelling Conference ESM 2010 - 2010 European Simulation and Modelling Conference | |
2010 | Bezbradica, M.; Barat, A.; Ruskin, H.J.; Crane, M. (2010) ESM 2010 - 2010 European Simulation and Modelling Conference Probabilistic models for dissolution of ethylcellulose coated microspheres [Link] |
Newsletter
Year | Publication | |
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2011 | Bezbradica, M; Crane, M; Ruskin, HJ (2011) Probabilistic modelling of drug dissolution. Ireland: NEWSL [Link] |
Certain data included herein are derived from the © Web of Science (2024) of Clarivate. All rights reserved.
Research Interests
- Modelling and Simulation of Complex Systems
- Behavioural Analytics
- FinTech
- Insurance Tech and claims predictions
- Data Analytics
- High Performace Computing
- Pedestrian/Traffic Modelling
- Drug Dissoluton Modelling
Research Projects
Teaching Interests
- Statistical Data Analytics
- Machine Learning
- Parallel Computing
- High-performance Computing
- Quantitative Analysis for Business Decisions
- Operating Systems
- Probability and Statistics with R