Martin Crane

Publications

• Towards a Semantic Specification for GDPR Breach Reporting

  PUBLICATION:	JURIX 2023 - 36th International Conference on Legal Knowledge and Information Systems
  AUTHOR(S):	Harshvardhan Pandit, Paul Ryan Georg Philip Krog, Martin Crane , Rob Brennan
  DATE:	01 December 2023
  TYPE:	Conf papers

• 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

• Blockchain Transaction Fee Forecasting: A Comparison of Machine Learning Methods

  PUBLICATION:	Mathematics
  AUTHOR(S):	Conall Butler, Martin Crane
  DATE:	08 May 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

• Side-Length-Independent Motif (SLIM): Motif Discovery and Volatility Analysis in Time Series - SAX, MDL and the Matrix Profile

  PUBLICATION:	Forecasting
  AUTHOR(S):	Eoin Cartwright, Martin Crane, Heather J. Ruskin
  DATE:	04 February 2022
  TYPE:	Journal Articles

• Financial Time Series: Market Analysis Techniques Based on Matrix Profiles

  PUBLICATION:	ITISE 2021 - 7th International Conference on Time Series and Forecasting
  AUTHOR(S):	Eoin Cartwright, Martin Crane, Heather J. Ruskin
  DATE:	20 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

• GDPR Compliance Tools: Best Practice from RegTech

  PUBLICATION:	ICEIS 2020: Enterprise Information Systems
  AUTHOR(S):	Paul Ryan, Martin Crane and Rob Brennan
  DATE:	01 May 2021
  TYPE:	Conf papers

• Assessing the impact of HIV treatment interruptions using Stochastic Cellular Automata

  PUBLICATION:	Journal of Theoretical Biology
  AUTHOR(S):	Andreas Hillmann, Martin Crane, Heather J Ruskin
  DATE:	20 June 2020
  TYPE:	Journal Articles

• Design Challenges for GDPR RegTech

  PUBLICATION:	ICEIS 2020 - 22nd International Conference on Enterprise Information Systems
  AUTHOR(S):	Paul Ryan, Martin Crane, Rob Brennan
  DATE:	05 May 2020
  TYPE:	Conf papers

• Considerations on privacy in the era of digitally logged lives

  PUBLICATION:	Emerald Publishing Limited. Online Information Review
  AUTHOR(S):	Rashmi Gupta, Martin Crane, Cathal Gurrin
  DATE:	05 May 2020
  TYPE:	Journal Articles

• 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

• Cross-correlation dynamics and community structures of cryptocurrencies

  PUBLICATION:	Journal of Computational Science
  AUTHOR(S):	Harshal Chaudhari, Martin Crane
  DATE:	01 January 2020
  TYPE:	Journal Articles

• Employee Turnover Prediction Using Machine Learning

  PUBLICATION:	ICC 2019 - 1st International Conference on Computing: Advances in Data Science, Cyber Security and IT Applications
  AUTHOR(S):	Lama Alaskar, Martin Crane, Mai Alduailij
  DATE:	05 December 2019
  TYPE:	Conf papers

• 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

• Computer-based Approach to Detect Wrinkles and Suggest Facial Fillers

  PUBLICATION:	International Journal of Advanced Computer Science and Applications
  AUTHOR(S):	Amal Alrabiah, Mai Alduailij, Martin Crane
  DATE:	01 September 2019
  TYPE:	Journal Articles

• Financial Time Series: Motif Discovery and Analysis Using VALMOD

  PUBLICATION:	ICCS 2019 - 19th International Conference on Computational Science
  AUTHOR(S):	Eoin Cartwright, Martin Crane, Heather J Ruskin
  DATE:	12 June 2019
  TYPE:	Conf papers

• VieLens: An Interactive Search engine for LSC2019

  PUBLICATION:	LSC 2019 - ACM Workshop on Lifelog Search Challenge
  AUTHOR(S):	Son P Nguyen, Dien H Le, Uyen H Pham, Martin Crane, Graham Healy, Cathal Gurrin
  DATE:	10 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

• Supporting Complex Dynamic Health Journeys Using Conversation to Avert Hospital Readmissions from the Community: An Ecological Perspective Incorporating Interoception

  PUBLICATION:	Putting Systems and Complexity Science into Practice
  AUTHOR(S):	Martin Crane, J.P. Sturmberg, K. Stockman, D. Campbell, Lucy Hederman, Carl Vogel, K. Smith
  DATE:	11 April 2018
  TYPE:	Book Chapters