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Personal profile

Biography

Ann Maharaj is an Associate Professor in the Department of Econometrics and Business Statistics at the Caulfield Campus of Monash University. She is an elected member of the International Statistical Institute (ISI), a member of the International Association of Statistical Computing (IASC) and of the Statistical Society of Australia (SSA). She is also an accedited statistician with the SSA.

Ann's main research interests are in time series classification, wavelets analysis, fuzzy classification and interval time series analysis. She has also worked on research projects in climatology, environmental science, labour markets, human mobility and finance. She has been involved in statistical consulting and has presented several workshops on various aspects of statistical analysis.

 

 

Community service

Council Member of the International Association of Statistical Computing, (IASC) 2013-2017.

Executive Member of the International Association of Statistical Computing (IASC) 2015-2017.

Council Member of the Victorian Branch of the Statistics Society of Australia (SSA),  2004-2007.

Secretary of the Victorian Branch of the Statistics Society of Australia (SSA), 2005-2006.

Committee Member of the Monash Branch of the National Tertiary Education Union (NTEU), 2000 – 2014.

Academic Vice-President of the Monash Branch of the National Tertiary Education Union (NTEU), 2006-2008.

Secretary of the Monash Branch of the National Tertiary Education Union (NTEU), 2008-2012.

 

 

Supervision interests

Time Series Classification, Wavelet Analysis, Applied Finance

Monash teaching commitment

ETF2121/EFT5912 Data Analysis is Business S1 and S2

Research interests

Time Series Classification, Spectral Analysis, Wavelet Analysis, Fuzzy Classifiation, Interval Time Series Analysis.

Research area keywords

  • Time Series Classification
  • Spectral Analysis
  • Wavelet Analysis
  • Fuzzy Classification
  • Interval Time Series Analysis

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Projects 2005 2005

Research Output 1996 2019

Clustering of interval time series

Maharaj, E. A., Teles, P. & Brito, P., 21 Jan 2019, (Accepted/In press) In : Statistics and Computing. 24 p.

Research output: Contribution to journalArticleResearchpeer-review

Time Series Clustering and Classification

Maharaj, E. A., D'Urso, P. & Caido, J., 2019, 1st ed. Boca Raton FL USA: CRC Press. 228 p. (Computer Science and Data Analysis)

Research output: Book/ReportBookOtherpeer-review

12 Citations (Scopus)

Fuzzy clustering of time series using extremes

D'Urso, P., Maharaj, E. A. & Alonso, A. M., Jul 2017, In : Fuzzy Sets and Systems. 318, p. 56-79 24 p.

Research output: Contribution to journalArticleResearchpeer-review

Clustering seasonal time series using extreme value analysis: An application to Spanish temperature time series

Maharaj, E. A., Alonso, A. M. & D'Urso, P., 2016, In : Communications in Statistics: Case Studies, Data Analysis and Applications. 1, 4, p. 175-191 17 p.

Research output: Contribution to journalArticleResearchpeer-review

Time series clustering

Caido, J., Maharaj, E. A. & D'Urso, P., 2016, Handbook of Cluster Analysis. Hennig, C., Meila, M., Murtagh, F. & Rocci, R. (eds.). Boca Raton FL USA: Chapman & Hall/CRC, p. 241-264 24 p. (Handbooks of Modern Statistical Methods).

Research output: Chapter in Book/Report/Conference proceedingChapter (Book)Researchpeer-review

Prizes

Monash Business School Award for Teaching Excellence

Ann Maharaj (Recipient), 2017

Prize: Prize (including medals and awards)