Marija Bezbradica

Orcid: 0000-0001-9366-5113

According to our database1, Marija Bezbradica authored at least 37 papers between 2012 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Efficient Visualization of Association Rule Mining Using the Trie of Rules.
Proceedings of the 16th International Joint Conference on Knowledge Discovery, 2024

2023
Students' Learning Behaviour in Programming Education Analysis: Insights from Entropy and Community Detection.
Entropy, August, 2023

Exploring the Trie of Rules: a fast data structure for the representation of association rules.
CoRR, 2023

High Fidelity Synthetic Face Generation for Rosacea Skin Condition from Limited Data.
CoRR, 2023

2022
Learning behaviours data in programming education: Community analysis and outcome prediction with cleaned data.
Future Gener. Comput. Syst., 2022

The Cryptocurrency Market in Transition before and after COVID-19: An Opportunity for Investors?
Entropy, 2022

Concepts for Modeling Smart Cities.
Bus. Inf. Syst. Eng., 2022

Skin Disease Analysis With Limited Data in Particular Rosacea: A Review and Recommended Framework.
IEEE Access, 2022

Attention! Transformer with Sentiment on Cryptocurrencies Price Prediction.
Proceedings of the 7th International Conference on Complexity, 2022

Cryptocurrency Volatility Index: An Efficient Way to Predict the Future CVI.
Proceedings of the Artificial Intelligence and Cognitive Science - 30th Irish Conference, 2022

2021
Towards Design Principles for User-Centric Explainable AI in Fraud Detection.
Proceedings of the Artificial Intelligence in HCI, 2021

2020
Who Wants to Use an Augmented Reality Shopping Assistant Application?
Proceedings of the 4th International Conference on Computer-Human Interaction Research and Applications, 2020

Explainable Sentiment Analysis Application for Social Media Crisis Management in Retail.
Proceedings of the 4th International Conference on Computer-Human Interaction Research and Applications, 2020

Visualizing Critical Objectives in Omnichannel Management Through Mental Models: The Application of an Assortment Integration Context.
Proceedings of the Computer-Human Interaction Research and Applications, 2020

Scenario-Based Requirements Elicitation for User-Centric Explainable AI - A Case in Fraud Detection.
Proceedings of the Machine Learning and Knowledge Extraction, 2020

2019
Customer Purchase Behavior Prediction in E-commerce: A Conceptual Framework and Research Agenda.
Proceedings of the New Frontiers in Mining Complex Patterns - 8th International Workshop, 2019

Received Total Wideband Power Data Analysis: Multiscale wavelet analysis of RTWP data in a 3G network.
Proceedings of the 22nd International ACM Conference on Modeling, 2019

Towards Preprocessing Guidelines for Neural Network Embedding of Customer Behavior in Digital Retail.
Proceedings of the ISCSIC 2019: 3rd International Symposium on Computer Science and Intelligent Control, 2019

The Role of User Emotions for Content Personalization in e-Commerce: Literature Review.
Proceedings of the HCI in Business, Government and Organizations. eCommerce and Consumer Behavior, 2019

The Shift from Financial to Non-financial Measures During Transition into Digital Retail - A Systematic Literature Review.
Proceedings of the Business Information Systems - 22nd International Conference, 2019

AI Cloud-Based Smart Manufacturing and 3D Printing Techniques for Future In-House Production.
Proceedings of the International Conference on Artificial Intelligence and Advanced Manufacturing, 2019

2018
An Overview of User-level Usage Monitoring in Cloud Environment.
Proceedings of the Social Transformation, 2018

A Requirements Framework for the Design of Smart City Reference Architectures.
Proceedings of the 51st Hawaii International Conference on System Sciences, 2018

Bitcoin Currency Fluctuation.
Proceedings of the 3rd International Conference on Complexity, 2018

Day Ahead Forecasting of FAANG Stocks using ARIMA, LSTM Networks and Wavelet Decomposition.
Proceedings of the Proceedings for the 26th AIAI Irish Conference on Artificial Intelligence and Cognitive Science Trinity College Dublin, 2018

2017
Cities as Enterprises: A Comparison of Smart City Frameworks Based on Enterprise Architecture Requirements.
Proceedings of the Smart Cities - Second International Conference, Smart-CT 2017, Málaga, 2017

Performance analysis of the Quality of Service-aware NETworking Scheme for sMart Internet of Things gatewayS.
Proceedings of the 13th International Wireless Communications and Mobile Computing Conference, 2017

Generic Refactoring Methodology for Cloud Migration - Position Paper.
Proceedings of the CLOSER 2017, 2017

A Usage-based Data Extraction Framework for Cloud-based Application - An Human-Computer Interaction Approach.
Proceedings of the International Conference on Computer-Human Interaction Research and Applications, 2017

Usage Analytics: A Process to Extract and Analyse Usage Data to Understand User Behaviour in Cloud.
Proceedings of the Computer-Human Interaction Research and Applications, 2017

2016
Applications of High Performance Algorithms to Large Scale Cellular Automata Frameworks Used in Pharmaceutical Modelling.
J. Cell. Autom., 2016

Urban enterprise: A review of Smart City frameworks from an Enterprise Architecture perspective.
Proceedings of the IEEE International Smart Cities Conference, 2016

2014
Comparative analysis of asynchronous cellular automata in stochastic pharmaceutical modelling.
J. Comput. Sci., 2014

Modelling Impact of Morphological Urban Structure and Cognitive Behaviour on Pedestrian Flows.
Proceedings of the Computational Science and Its Applications - ICCSA 2014 - 14th International Conference, Guimarães, Portugal, June 30, 2014

2013
Probabilistic Pharmaceutical Modelling: A Comparison Between Synchronous and Asynchronous Cellular Automata.
Proceedings of the Parallel Processing and Applied Mathematics, 2013

2012
Parallelisation strategies for large scale cellular automata frameworks in pharmaceutical modelling.
Proceedings of the 2012 International Conference on High Performance Computing & Simulation, 2012

High-Performance Computing for Data Analytics.
Proceedings of the 16th IEEE/ACM International Symposium on Distributed Simulation and Real Time Applications, 2012


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