The University of Queensland

Preserving the privacy and cybersecurity of home energy data

Bean, Richard, Zhang, Yanjun, Ko, Ryan K. L., Mao, Xinyu and Bai, Guangdong (2023). Preserving the privacy and cybersecurity of home energy data. Emerging trends in cybersecurity applications. (pp. 323-343) edited by Kevin Daimi, Abeer Alsadoon, Cathryn Peoples and Nour El Madhoun. Cham, Switzerland: Springer International Publishing. doi: 10.1007/978-3-031-09640-2_14

Docked and dockless public bike-sharing schemes: research, practice and discourse

Pojani, Dorina, Chen, Jiashuo, Mateo-Babiano, Iderlina, Bean, Richard and Corcoran, Jonathan (2020). Docked and dockless public bike-sharing schemes: research, practice and discourse. Handbook of sustainable transport. (pp. 129-138) edited by Carey Cutis. Cheltenham, Glos, United Kingdom: Edward Elgar Publishing. doi: 10.4337/9781789900477.00025

Clustering

McLachlan, G. J., Bean, R. W. and Ng, S. K. (2017). Clustering. Bioinformatics Vol. II: Structure, Function, and Applications. (pp. 345-362) edited by Jonathan M. Keith. New York, NY, United States: Humana Press. doi: 10.1007/978-1-4939-6613-4_19

Clustering

McLachlan, G. J., Bean, R. W. and Ng, S.-K. (2008). Clustering. Bioinformatics, volume 2: Structure, function and applications. (pp. 423-439) edited by J. M. Keith. New Jersey, United States: Humana Press. doi: 10.1007/978-1-60327-429-6_22

Clustering of microarray data via mixture models

McLachlan, Geoffrey J., Ng, Angus and Bean, Richard W. (2008). Clustering of microarray data via mixture models. Statistical advances in the biomedical sciences: clinical trials, epidemiology, survival analysis, and bioinformatics. (pp. 365-383) edited by Atanu Biswas, Sujay Datta, Jason P. Fine and Mark R. Segal. Hoboken, NJ, United States: John Wiley & Sons. doi: 10.1002/9780470181218.ch21

Deciphering the Hermeticae Philosophiae Medulla: textual cultures of alchemical secrecy

Piorko, Megan, Lang, Sarah and Bean, Richard (2023). Deciphering the Hermeticae Philosophiae Medulla: textual cultures of alchemical secrecy. Ambix, ahead-of-print (ahead-of-print), 1-34. doi: 10.1080/00026980.2023.2201744

Forecasting the Monash microgrid for the IEEE-CIS technical challenge

Bean, Richard (2023). Forecasting the Monash microgrid for the IEEE-CIS technical challenge. Energies, 16 (3) 1050, 1-23. doi: 10.3390/en16031050

Weather to scoot? How weather shapes shared e-scooter ridership patterns

Kimpton, Anthony, Loginova, Julia, Pojani, Dorina, Bean, Richard, Sigler, Thomas and Corcoran, Jonathan (2022). Weather to scoot? How weather shapes shared e-scooter ridership patterns. Journal of Transport Geography, 104 103439, 1-10. doi: 10.1016/j.jtrangeo.2022.103439

How does weather affect bikeshare use? A comparative analysis of forty cities across climate zones

Bean, Richard , Pojani, Dorina and Corcoran, Jonathan (2021). How does weather affect bikeshare use? A comparative analysis of forty cities across climate zones. Journal of Transport Geography, 95 103155, 103155. doi: 10.1016/j.jtrangeo.2021.103155

Drivers behind residential electricity demand fluctuations due to COVID-19 restrictions

Snow, Stephen, Bean, Richard, Glencross, Mashhuda and Horrocks, Neil (2020). Drivers behind residential electricity demand fluctuations due to COVID-19 restrictions. Energies, 13 (21) 5738, 1-20. doi: 10.3390/en13215738

Keeping the power on to home medical devices

Bean, Richard, Snow, Stephen, Glencross, Mashhuda, Viller, Stephen and Horrocks, Neil (2020). Keeping the power on to home medical devices. PloS One, 15 (7) e0235068, e0235068. doi: 10.1371/journal.pone.0235068

Eavesdropping on the Biafra-Lisbon link – breaking historical ciphers from the Biafran war

Bean, Richard W., Lasry, George and Weierud, Frode (2020). Eavesdropping on the Biafra-Lisbon link – breaking historical ciphers from the Biafran war. Cryptologia, 46 (1), 1-66. doi: 10.1080/01611194.2020.1762261

A coalition formation game framework for peer-to-peer energy trading

Tushar, Wayes, Saha, Tapan Kumar, Yuen, Chau, Azim, M. Imran, Morstyn, Thomas, Poor, H. Vincent, Niyato, Dustin and Bean, Richard (2020). A coalition formation game framework for peer-to-peer energy trading. Applied Energy, 261 114436. doi: 10.1016/j.apenergy.2019.114436

Grid influenced peer-to-peer energy trading

Tushar, Wayes, Saha, Tapan Kumar, Yuen, Chau, Morstyn, Thomas, Nahid-Al-Masood, Poor, H. Vincent and Bean, Richard (2020). Grid influenced peer-to-peer energy trading. IEEE Transactions on Smart Grid, 11 (2) 8818368, 1407-1418. doi: 10.1109/tsg.2019.2937981

Letter from Richard Bean

Bean, Richard (2020). Letter from Richard Bean. Journal of the Society for Psychical Research, 84 (1), 56-57.

Peer-to-Peer Energy Trading with Sustainable User Participation: A Game Theoretic Approach

Tushar, Wayes, Saha, Tapan Kumar, Yuen, Chau, Liddell, Paul, Bean, Richard and Poor, H. Vincent (2018). Peer-to-Peer Energy Trading with Sustainable User Participation: A Game Theoretic Approach. IEEE Access, 6 8490655, 62932-62943. doi: 10.1109/ACCESS.2018.2875405

How does our natural and built environment affect the use of bicycle sharing?

Mateo-Babiano, Iderlina, Bean, Richard, Corcoran, Jonathan and Pojani, Dorina (2016). How does our natural and built environment affect the use of bicycle sharing?. Transportation Research Part A: Policy and Practice, 94, 295-307. doi: 10.1016/j.tra.2016.09.015

Bivariate mixture modeling of transferrin saturation and serum ferritin concentration in Asians, African Americans, Hispanics, and whites in the Hemochromatosis and Iron Overload Screening (HEIRS) Study

McLaren, C. E., Gordeuk, V. R., Chen, W. -P., Barton, J. C., Action, R. T., Speechley, M., Castro, O., Adams, P. C., Snively, B. M., Harris, E. L., Reboussin, D. M., McLachlan, G. J. and Bean, R. (2008). Bivariate mixture modeling of transferrin saturation and serum ferritin concentration in Asians, African Americans, Hispanics, and whites in the Hemochromatosis and Iron Overload Screening (HEIRS) Study. Translational Research, 151 (2), 97-109. doi: 10.1016/j.trsl.2007.10.002

Application of gene shaving and mixture models to cluster microarray gene expression data

Do, K. A., McLachlan, G. J., Bean, R. W. and Wen, S. (2007). Application of gene shaving and mixture models to cluster microarray gene expression data. Cancer Informatics, 5, 25-43. doi: 10.1177/117693510700500002

Extension of the Mixture of Factor Analyzers Model to Incorporate the Multivariate t-Distribution

McLachlan, G. J., Bean, R. W. and Jones, L. B. T. (2007). Extension of the Mixture of Factor Analyzers Model to Incorporate the Multivariate t-Distribution. Computational Statistics & Data Analysis, 51 (11), 5327-5338. doi: 10.1016/j.csda.2006.09.015

Mixture models for detecting differentially expressed genes in microarrays

Jones, L. B. T., Bean, R., McLachlan, G. J. and Zhu, J. X. (2006). Mixture models for detecting differentially expressed genes in microarrays. International Journal of Neural Systems, 16 (5), 353-362. doi: 10.1142/S0129065706000755

A simple implementation of a normal mixture approach to differential gene expression in multiclass microarrays

McLachlan, GJ, Bean, RW and Jones, LBT (2006). A simple implementation of a normal mixture approach to differential gene expression in multiclass microarrays. Bioinformatics, 22 (13), 1608-1615. doi: 10.1093/bioinformatics/btl148

Latin trades on three or four rows

Bean, Richard (2006). Latin trades on three or four rows. Discrete Mathematics, 306 (23), 3028-3041. doi: 10.1016/j.disc.2005.06.040

Robust cluster analysis via mixture models

McLachlan, G J, Ng, S K and Bean, R W (2006). Robust cluster analysis via mixture models. Austrian Journal of Statistics, 35 (2 & 3), 157-174.

Critical sets in the elementary abelian 2- And 3-groups

Bean, Richard (2005). Critical sets in the elementary abelian 2- And 3-groups. Utilitas Mathematica, 68, 53-61.

Cluster analysis of high-dimensional data: A case study

Bean, R and McLachlan, G (2005). Cluster analysis of high-dimensional data: A case study. Intelligent Data Engineering And Automated Learning Ideal 2005, Proceedings, 3578 (-), 302-310.

Using mixture models to detect differentially expressed genes

McLachlan, G. J., Bean, R. W., Jones, L. and Zhu, J. X. (2005). Using mixture models to detect differentially expressed genes. Australian Journal Of Experimental Agriculture, 45 (7-8), 859-866. doi: 10.1071/EA05051

Clustering objects on subsets of attributes - Discussion

Hand, DJ, Glasbey, C, Husmeier, D, Gower, JC, van Houwelingen, HC, Bugrien, JB, Nason, G, Critchley, F, Hoff, PD, McLachlan, GJ and Bean, RW (2004). Clustering objects on subsets of attributes - Discussion. Journal of The Royal Statistical Society Series B-statistical Methodology, 66 (4), 839-849.

A new bound on the size of the largest critical set in a Latin square

Bean, Richard and Mahmoodian, E. S. (2003). A new bound on the size of the largest critical set in a Latin square. Discrete Mathematics, 267 (1-3), 13-21. doi: 10.1016/S0012-365X(02)00599-X

Modelling High-Dimensional Data by Mixtures of Factor Analyzers

McLachlan, G. J., Peel, D. and Bean, R. W. (2003). Modelling High-Dimensional Data by Mixtures of Factor Analyzers. Computational Statistics & Data Analysis, 41 (3-4), 379-388. doi: 10.1016/S0167-9473(02)00183-4

A census of critical sets in the Latin squares of order at most six

Adams, P, Bean, R and Khodkar, A (2003). A census of critical sets in the Latin squares of order at most six. Ars Combinatoria, 68 (1), 203-223.

A mixture model-based approach to the clustering of microarray expression data

McLachlan, GJ, Bean, RW and Peel, D (2002). A mixture model-based approach to the clustering of microarray expression data. Bioinformatics, 18 (3), 413-422. doi: 10.1093/bioinformatics/18.3.413

Steiner trades that give rise to completely decomposable latin interchanges

Bean, Richard, Donovan, Diane, Khodkar, Abdollah and Street, Anne Penfold (2002). Steiner trades that give rise to completely decomposable latin interchanges. International Journal of Computer Mathematics, 79 (12), 1273-1284. doi: 10.1080/00207160214654

Disjoint critical sets in Latin squares

Adams, P., Bean, R. W. and Khodkar, A. (2001). Disjoint critical sets in Latin squares. Congressus Numerantium, 153, 33-48.

Closing a gap in the spectrum of critical sets

Bean, R. and Donovan, D. M. (2000). Closing a gap in the spectrum of critical sets. Australasian Journal of Combinatorics, 22, 191-200.

Solving an alchemical cipher in a shared notebook of John and Arthur Dee

Bean, Richard, Lang, Sarah and Piorko, Megan (2022). Solving an alchemical cipher in a shared notebook of John and Arthur Dee. International Conference on Historical Cryptology HistoCrypt, Amsterdam, Netherland, 20-22 June 2022. Linköping, Sweden: Linköping University Electronic Press. doi: 10.3384/ecp188388

On-demand batteries as a peer-to-peer service

Balson, Alexander, Bean, Richard, Chapman, Archie C., Snow, Stephen, Viller, Stephen, Horrocks, Neil and Glencross, Mashhuda (2022). On-demand batteries as a peer-to-peer service. IEEE PES Innovative Smart Grid Technologies - Asia (ISGT Asia) Conference, Brisbane QLD Australia, 5-8 December 2021. Piscataway, NJ USA: Institute of Electrical and Electronics Engineers. doi: 10.1109/ISGTASIA49270.2021.9715657

On-demand batteries as a peer-to-peer service

Balson, Alexander, Bean, Richard, Chapman, Archie C., Snow, Stephen, Viller, Stephen, Horrocks, Neil and Glencross, Mashhuda (2022). On-demand batteries as a peer-to-peer service. IEEE PES Innovative Smart Grid Technologies - Asia (ISGT Asia), Brisbane, QLD Australia, 5-8 December 2021. Piscataway, NJ USA: Institute of Electrical and Electronics Engineers. doi: 10.1109/ISGTAsia49270.2021.9715657

Cryptodiagnosis of “Kryptos K4”

Bean, Richard (2021). Cryptodiagnosis of “Kryptos K4”. International Conference on Historical Cryptology, Amsterdam, Netherlands, 20-22 June 2022. Linköping, Sweden: Linköping University Electronic Press. doi: 10.3384/ecp183153

The use of Project Gutenberg and hexagram statistics to help solve famous unsolved ciphers

Bean, Richard (2020). The use of Project Gutenberg and hexagram statistics to help solve famous unsolved ciphers. 3rd International Conference on Historical Cryptology HistoCrypt 2020, Budapest, Hungary, 15-17 June 2020. Linköping, Sweden: Linköping University Electronic Press. doi: 10.3384/ecp2020171005

Calculation of minimum reserve levels for the Australian national electricity market

Bean, Richard and Vanderwaal, Ben (2011). Calculation of minimum reserve levels for the Australian national electricity market. 17th Power Systems Computation Conference, Stockholm, Sweden, 22-26 August 2011. Red Hook, NY, United States: Curran Associates.

Subpopulations with iron deficiency, liver disease, or HFE mutations revealed by statistical mixture modeling of transferrin saturation and serum ferritin concentration in Asians, African American, Hispanics, and Whites

McLaren, C. E., Gordeuk, V. R., Chen, W. P., Barton, J. C., Acton, R. T., Speechley, M., Castro, O., Adams, P. C., Snively, B. M., Harris, E. L., Reboussin, D. M., McLachlan, G. J., Bean, R. and McLaren, G. D. (2007). Subpopulations with iron deficiency, liver disease, or HFE mutations revealed by statistical mixture modeling of transferrin saturation and serum ferritin concentration in Asians, African American, Hispanics, and Whites. 49th Annual Meeting of the American Society of Hematology, Atlanta, GA, U.S.A., 8 - 11 December 2007. Washington, DC, U.S.A.: American Society of Hematology.

Clustering replicated microarray data in mixtures of random effects models for varius covariance structures

Ng, S K, McLachlan, G J, Bean, R W and NG, SW (2006). Clustering replicated microarray data in mixtures of random effects models for varius covariance structures. 2006 Workshop on Intelligent Systems for Bioinformatics (WISB, Hobart, Australia, 4 December 2006. Sydney: The Australian Computer Society.

Issues of robustness and high dimensionality in cluster analysis

Basford, Kaye, McLachlan, Geoff and Bean, Richard (2006). Issues of robustness and high dimensionality in cluster analysis. 17th Symposium on Computational Statistics (COMSTAT 2006), Rome, Italy, 28 August - 1 September 2006. Rome, Italy: Physica-Verlag. doi: 10.1007/978-3-7908-1709-6_1

Application of mixture models to detect differentially expressed genes

Jones, LBT, Bean, R, McLachlan, G and Zhu, J (2005). Application of mixture models to detect differentially expressed genes. Berlin: Springer-Verlag Berlin. doi: 10.1007/11508069_55

Steiner trades that give rise to completely decomposable latin interchanges

Bean, R., Donovan, D. M., Khodkar, A. and Street, A. P. (2000). Steiner trades that give rise to completely decomposable latin interchanges. Eleventh Australasian Workshop on Combinatorial Algorithms, Hunter Valley, NSW, Australia, 20th July - 1st August 2000. Newcastle, Australia: The University of Newcastle.

How closely monitoring households’ energy data can unleash their solar outputs and (possibly) make them more money

Bean, Richard and Horrocks, Neil (2022, 12 20). How closely monitoring households’ energy data can unleash their solar outputs and (possibly) make them more money The Conversation

E-scooters are becoming wildly popular – but we have to factor in the weather

Kimpton, Anthony, Pojani, Dorina, Corcoran, Jonathan, Loginova, Julia, Bean, Richard and Sigler, Thomas (2022, 09 27). E-scooters are becoming wildly popular – but we have to factor in the weather

Deciphering the Philosophers’ Stone: how we cracked a 400-year-old alchemical cipher

Bean, Richard, Piorko, Megan and Lang, Sarah (2021, 10 13). Deciphering the Philosophers’ Stone: how we cracked a 400-year-old alchemical cipher The Conversation

We analysed 100 million bike trips to reveal where in the world cyclists are most likely to brave rain and cold

Bean, Richard, Pojani, Dorina and Corcoran, Jonathan (2021, 10 06). We analysed 100 million bike trips to reveal where in the world cyclists are most likely to brave rain and cold The Conversation

How does weather affect bikeshare use? A comparative analysis of forty cities across climate zones

Bean, Richard , Pojani, Dorina and Corcoran, Jonathan (2021). How does weather affect bikeshare use? A comparative analysis of forty cities across climate zones. Mendeley Data. (Dataset) doi: 10.17632/2nxpvtz935.2

Declassified Cold War code-breaking manual has lessons for solving ‘impossible’ puzzles

Bean, Richard (2021, 05 31). Declassified Cold War code-breaking manual has lessons for solving ‘impossible’ puzzles The Conversation 1-1.

We decrypted messages from the Biafran war that have remained secret for 50 years

Bean, Richard , Weierud, Frode and Lasry, George (2020, 07 14). We decrypted messages from the Biafran war that have remained secret for 50 years The Conversation 1-1.

Keeping the power on to home medical devices

Bean, Richard, Snow, Stephen, Glencross, Mashhuda, Viller, Stephen and Horrocks, Neil (2020). Keeping the power on to home medical devices. The University of Queensland. (Dataset) doi: 10.14264/uql.2020.802

Cryptology from the crypt: how I cracked a 70-year-old coded message from beyond the grave

Bean, Richard (2019, 08 29). Cryptology from the crypt: how I cracked a 70-year-old coded message from beyond the grave The Conversation

Here’s what bike-sharing programs need to succeed

Mateo-Babiano, Iderlina, Pojani, Dorina, Corcoran, Jonathan and Bean, Richard (2017, 12 22). Here’s what bike-sharing programs need to succeed The Conversation

Critical Sets in Latin Squares and Associated Structures

Bean, Richard Winston (2001). Critical Sets in Latin Squares and Associated Structures. PhD Thesis, School of Physical Sciences, The University of Queensland. doi: 10.14264/uql.2016.77