Dr Marija Bezbradica

Publications by Marija Bezbradica

• Volatility and returns connectedness in cryptocurrency markets: Insights from graph-based methods

  PUBLICATION:	Physica A: Statistical Mechanics and its Applications
  AUTHOR(S):	An Pham Ngoc Nguyen, Tai Tan Mai, Marija Bezbradica, Martin Crane
  DATE:	31 October 2023
  TYPE:	Journal Articles

• Dirichlet Process Log Skew-Normal Mixture with a Missing-at-Random-Covariate in Insurance Claim Analysis

  PUBLICATION:	Econometrics
  AUTHOR(S):	Minkun Kim, David Lindberg, Martin Crane, Marija Bezbradica
  DATE:	12 October 2023
  TYPE:	Journal Articles

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

  PUBLICATION:	Entropy
  AUTHOR(S):	An Pham Ngoc Nguyen, Tai Tan Mai, Marija Bezbradica, Martin Crane
  DATE:	19 September 2022
  TYPE:	Journal Articles

• Analysis of inter-transaction time fluctuations in the cryptocurrency market

  PUBLICATION:	Chaos: An Interdisciplinary Journal of Nonlinear Science
  AUTHOR(S):	Jaroslaw Kwapien, В Marcin Watorek, В В Marija Bezbradica, В Martin Crane, В В Tai Tan Mai, StanisЕ‚aw Drozdz
  DATE:	25 August 2022
  TYPE:	Journal Articles

• Students' Learning Behaviour in Programming Education Analysis: Insights from Entropy and Community Detection

  PUBLICATION:	Entropy
  AUTHOR(S):	Tai Tan Mai, Martin Crane, Marija Bezbradica
  DATE:	17 August 2023
  TYPE:	Journal Articles

• Cryptocurrency Volatility Index: An Efficient Way to Predict the Future CVI

  PUBLICATION:	AICS 2022 - Irish Conference on Artificial Intelligence and Cognitive Science
  AUTHOR(S):	An Pham Ngoc Nguyen, Martin Crane, Marija Bezbradica
  DATE:	23 February 2023
  TYPE:	Conf papers

• Rhi3DGen: Analyzing Rhinophyma using 3D face models and synthetic data

  PUBLICATION:	Intelligence-Based Medicine
  AUTHOR(S):	Anwesha Mohanty, Alistair Sutherland, Marija Bezbradica, Hossein Javidnia
  DATE:	01 January 2023
  TYPE:	Journal Articles

• Enhancing brick-and-mortar store shopping experience with an augmented reality shopping assistant application using personalized recommendations and explainable artificial intelligence

  PUBLICATION:	Journal of Research in Interactive Marketing
  AUTHOR(S):	Robert Zimmermann, Daniel Mora, Douglas Cirqueira, Markus Helfert, Marija Bezbradica, Dirk Werth, Wolfgang Jonas Weitzl, RenГѓВ© Riedl, Andreas Auinger
  DATE:	12 April 2022
  TYPE:	Journal Articles

• Enterprise Architecture in Smart Cities: Developing an Empirical Grounded Research Agenda

  PUBLICATION:	Journal of Urban Technology
  AUTHOR(S):	Viviana Bastidas, Marija Bezbradica, Mihai Bilauca, Michael Healy, Markus Helfert
  DATE:	01 January 2022
  TYPE:	Journal Articles

• Skin Disease Analysis With Limited Data in Particular Rosacea: A Review and Recommended Framework

  PUBLICATION:	IEEE Access
  AUTHOR(S):	Anwesha Mohanty, Alistair Sutherland, Marija Bezbradica, Hussein Javidnia
  DATE:	01 January 2022
  TYPE:	Journal Articles

• Towards Design Principles for User-Centric Explainable AI in Fraud Detection

  PUBLICATION:	HCII 2021 - Artificial Intelligence in HCI
  AUTHOR(S):	Douglas Cirqueira, Markus Helfert, Marija Bezbradica
  DATE:	03 July 2021
  TYPE:	Conf papers

• Students’ Behaviours in using Learning Resources in Higher Education: How do behaviours reflect success in Programming Education?

  PUBLICATION:	HEAd'21 - 7th International Conference on Higher Education Advances
  AUTHOR(S):	Tai Mai, Martin Crane, Marija Bezbradica
  DATE:	22 June 2021
  TYPE:	Conf papers

• Scenario-based requirements elicitation for user-centric explainable ai

  PUBLICATION:	CD-MAKE 2020 - International Cross-Domain Conference for Machine Learning and Knowledge Extraction
  AUTHOR(S):	Douglas Cirqueira, Dietmar Nedbal, Markus Helfert, Marija Bezbradica
  DATE:	25 August 2020
  TYPE:	Conf papers

• Release modelling of nanoencapsulated food ingredients by probabilistic models: Cellular Automata and Monte Carlo Methods

  PUBLICATION:	Release and Bioavailability of Nanoencapsulated Food Ingredients - Volume 5 in Nanoencapsulation in the Food Industry. Chap. 8
  AUTHOR(S):	Marija Bezbradica, Martin Crane, Heather Ruskin
  DATE:	01 January 2020
  TYPE:	Book Chapters

• Received Total Wideband Power Data Analysis. Multiscale wavelet analysis of RTWP data in a 3G network

  PUBLICATION:	MSWIM '19 - 22nd International ACM Conference on Modeling, Analysis and Simulation of Wireless and Mobile Systems
  AUTHOR(S):	John Garrigan, Martin Crane, Marija Bezbradica
  DATE:	25 November 2019
  TYPE:	Conf papers

• Urban enterprise: a review of smart city frameworks from an enterprise architecture perspective.

  PUBLICATION:	ISC2 2016 - Second International Smart Cities Conference
  AUTHOR(S):	Aleksas Mamkaitis, Marija Bezbradica, Markus Helfert
  DATE:	12 September 2019
  TYPE:	Conf papers

• The Shift from Financial to Non-financial Measures During Transition into Digital Retail - A Systematic Literature Review

  PUBLICATION:	BIS 2019 - 22nd International Conference on Business Information Systems
  AUTHOR(S):	Gültekin Cakir, Marija Bezbradica, Markus Helfert
  DATE:	18 August 2019
  TYPE:	Conf papers

• Understanding Urban Mobility and Pedestrian Movement

  PUBLICATION:	Smart Urban Development. Intech Open.
  AUTHOR(S):	Marija Bezbradica, Heather J. Ruskin
  DATE:	24 June 2019
  TYPE:	Book Chapters

• The Role of User Emotions for Content Personalization in e-Commerce: Literature Review

  PUBLICATION:	HCII 2019 - International Conference on Human-Computer Interaction
  AUTHOR(S):	Bielozorov A., Marija Bezbradica, Markus Helfert
  DATE:	14 June 2019
  TYPE:	Conf papers

• Day ahead forecasting of FAANG stocks using ARIMA, LSTM networks and wavelets

  PUBLICATION:	AICS 2018 - 26th AIAI Irish Conference on Artificial Intelligence and Cognitive Science
  AUTHOR(S):	Tom Skehin, Martin Crane, Marija Bezbradica
  DATE:	06 December 2018
  TYPE:	Conf papers

• A usage analytics model for analysing user behaviour in IBM academic cloud

  PUBLICATION:	ICACON 2018 - 6th International IBM Cloud Academy Conference
  AUTHOR(S):	Manoj Kesavulu, Duc-Tien Nguyen Dang, Marija Bezbradica, Markus Helfert
  DATE:	24 May 2018
  TYPE:	Conf papers

• An Overview of User-level Usage Monitoring in Cloud Environment

  PUBLICATION:	UKAIS 2018 - 23rd UK Academy for Information Systems International Conference
  AUTHOR(S):	Manoj Kesavulu, Duc-Tien Nguyen Dang, Marija Bezbradica, Markus Helfert
  DATE:	20 March 2018
  TYPE:	Conf papers

• A Requirements Framework for the Design of Smart City Reference Architectures

  PUBLICATION:	HICSS-51 - Hawaii International Conference on System Sciences 2018
  AUTHOR(S):	Viviana Bastidas, Markus Helfert, Marija Bezbradica
  DATE:	03 January 2018
  TYPE:	Conf papers

• A Usage-based Data Extraction Framework for Cloud-based Application - An Human-Computer Interaction Approach

  PUBLICATION:	CHIRA 2017 - International Conference on Computer-Human Interaction Research and Applications
  AUTHOR(S):	Manoj Kesavulu, Markus Helfert, Marija Bezbradica
  DATE:	31 October 2017
  TYPE:	Conf papers

• Cities as Enterprises: A Comparison of Smart City Frameworks Based on Enterprise Architecture Requirements

  PUBLICATION:	Smart-CT 2017 - Second International Conference on Smart Cities
  AUTHOR(S):	Viviana Bastidas, Marija Bezbradica, Markus Helfert
  DATE:	14 June 2017
  TYPE:	Conf papers

• Generic Refactoring Methodology for Cloud Migration - Position Paper

  PUBLICATION:	CLOSER 2017 - 7th International Conference on Cloud Computing and Services Science
  AUTHOR(S):	Manoj Kesavulu, Marija Bezbradica, Markus Helfert
  DATE:	24 April 2017
  TYPE:	Conf papers

• Types of IT architectures in smart cities – a review from a business model and enterprise architecture perspective

  PUBLICATION:	SIGGreen Pre-ICIS 2016 Workshop
  AUTHOR(S):	Zohreh Pourzolfaghar, Marija Bezbradica, Markus Helfert
  DATE:	11 December 2016
  TYPE:	Conf papers