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2020 – today
- 2023
[j7]Tai Tan Mai
, Martin Crane, Marija Bezbradica:
Students' Learning Behaviour in Programming Education Analysis: Insights from Entropy and Community Detection. Entropy 25(8): 1225 (2023)- [i2]Anwesha Mohanty, Alistair Sutherland, Marija Bezbradica, Hossein Javidnia:
High Fidelity Synthetic Face Generation for Rosacea Skin Condition from Limited Data. CoRR abs/2303.04839 (2023) - [i1]Mikhail Kudriavtsev, Marija Bezbradica, Andrew McCarren:
Exploring the Trie of Rules: a fast data structure for the representation of association rules. CoRR abs/2310.17355 (2023) - 2022
- [j6]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: 39045-39068 (2022) - [j5]Viviana Bastidas, Iris Reychav, Alon Ofir, Marija Bezbradica, Markus Helfert:
Concepts for Modeling Smart Cities. Bus. Inf. Syst. Eng. 64(3): 359-373 (2022) - [j4]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): 1317 (2022) - [j3]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: 42-55 (2022) - [c27]An Pham Ngoc Nguyen, Martin Crane, Marija Bezbradica:
Cryptocurrency Volatility Index: An Efficient Way to Predict the Future CVI. AICS 2022: 355-367 - [c26]Huali Zhao, Martin Crane, Marija Bezbradica:
Attention! Transformer with Sentiment on Cryptocurrencies Price Prediction. COMPLEXIS 2022: 98-104 - 2021
- [c25]Douglas Cirqueira, Markus Helfert, Marija Bezbradica:
Towards Design Principles for User-Centric Explainable AI in Fraud Detection. HCI (36) 2021: 21-40 - 2020
- [c24]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: 321-341 - [c23]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: 139-156 - [c22]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: 309-318 - [c21]Douglas Cirqueira, Fernando Almeida do Carmo, Gültekin Cakir, Antônio F. L. Jacob Junior, Fábio M. F. Lobato, Marija Bezbradica, Markus Helfert:
Explainable Sentiment Analysis Application for Social Media Crisis Management in Retail. CHIRA 2020: 319-328
2010 – 2019
- 2019
- [c20]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: 747-749 - [c19]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: 189-200 - [c18]Artem Bielozorov, Marija Bezbradica, Markus Helfert:
The Role of User Emotions for Content Personalization in e-Commerce: Literature Review. HCI (23) 2019: 177-193 - [c17]Douglas Cirqueira, Markus Helfert, Marija Bezbradica:
Towards Preprocessing Guidelines for Neural Network Embedding of Customer Behavior in Digital Retail. ISCSIC 2019: 35:1-35:6 - [c16]John Garrigan, Martin Crane, Marija Bezbradica:
Received Total Wideband Power Data Analysis: Multiscale wavelet analysis of RTWP data in a 3G network. MSWiM 2019: 183-190 - [c15]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: 119-136 - 2018
- [c14]Tom Skehin, Martin Crane, Marija Bezbradica:
Day Ahead Forecasting of FAANG Stocks using ARIMA, LSTM Networks and Wavelet Decomposition. AICS 2018: 186-197 - [c13]Marius Kinderis, Marija Bezbradica, Martin Crane:
Bitcoin Currency Fluctuation. COMPLEXIS 2018: 31-41 - [c12]Viviana Bastidas, Markus Helfert, Marija Bezbradica:
A Requirements Framework for the Design of Smart City Reference Architectures. HICSS 2018: 1-8 - [c11]Manoj Kesavulu, Duc-Tien Dang-Nguyen, Markus Helfert, Marija Bezbradica:
An Overview of User-level Usage Monitoring in Cloud Environment. UKAIS 2018: 21 - 2017
- [c10]Manoj Kesavulu, Markus Helfert, Marija Bezbradica:
A Usage-based Data Extraction Framework for Cloud-based Application - An Human-Computer Interaction Approach. CHIRA 2017: 85-92 - [c9]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: 109-124 - [c8]Manoj Kesavulu, Marija Bezbradica, Markus Helfert:
Generic Refactoring Methodology for Cloud Migration - Position Paper. CLOSER 2017: 664-667 - [c7]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: 1370-1374 - [c6]Viviana Bastidas, Marija Bezbradica, Markus Helfert:
Cities as Enterprises: A Comparison of Smart City Frameworks Based on Enterprise Architecture Requirements. Smart-CT 2017: 20-28 - 2016
- [j2]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): 21-45 (2016) - [c5]Aleksas Mamkaitis, Marija Bezbradica, Markus Helfert:
Urban enterprise: A review of Smart City frameworks from an Enterprise Architecture perspective. ISC2 2016: 1-5 - 2014
- [j1]Marija Bezbradica, Heather J. Ruskin, Martin Crane:
Comparative analysis of asynchronous cellular automata in stochastic pharmaceutical modelling. J. Comput. Sci. 5(5): 834-840 (2014) - [c4]Marija Bezbradica, Heather J. Ruskin:
Modelling Impact of Morphological Urban Structure and Cognitive Behaviour on Pedestrian Flows. ICCSA (4) 2014: 268-283 - 2013
- [c3]Marija Bezbradica, Heather J. Ruskin, Martin Crane:
Probabilistic Pharmaceutical Modelling: A Comparison Between Synchronous and Asynchronous Cellular Automata. PPAM (2) 2013: 699-710 - 2012
- [c2]Dimitri Perrin, Marija Bezbradica, Martin Crane, Heather J. Ruskin, Christophe Duhamel:
High-Performance Computing for Data Analytics. DS-RT 2012: 234-242 - [c1]Marija Bezbradica, Martin Crane, Heather J. Ruskin:
Parallelisation strategies for large scale cellular automata frameworks in pharmaceutical modelling. HPCS 2012: 223-230
Coauthor Index
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