Profile image of Bahadorreza Ofoghi

Dr Bahadorreza Ofoghi

STAFF PROFILE

Position

Lecturer, Information Systems and Business Analytics

Faculty

Faculty of Business and Law

Department

BL Deakin Business School

Campus

Melbourne Burwood Campus

Qualifications

Doctor of Philosophy, University of Ballarat, 2009
Master of Computer Engineering, Islamic Azad University, 2002
Bachelor of Science, Islamic Azad University, 1999

Contact

b.ofoghi@deakin.edu.au
+61 3 924 46198

Biography

Dr Bahadorreza Ofoghi is a Lecturer in the Department of Information Systems and Business Analytics in Deakin Business School. Bahadorreza previously worked in different roles in The University of Melbourne where he also had collaborations with the Victorian State Government’s Department of Health and Human Services and the Defense Science and Technology Group in Melbourne. He was previously a Researcher at the National ICT Australia in Melbourne where he worked on the development of health-related information systems. In 2013, he had a short engagement as a Natural Language Research Engineer with Nuance Communication Inc., Canada.

Bahadorreza completed his PhD in Natural Language Question Answering at Federation University, Australia in 2009. He completed his Master of Science in Artificial Intelligence and Robotics in 2002 and his Bachelor in Software Engineering in 1999, both at Azad University, Iran.

Bahadorreza's research has involved text and data mining using machine learning techniques as well as natural language processing applications and theory. He has published journal articles and conference papers on the application of those concepts in the health, sport, and information security domains.

Read more on Bahadorreza's profile

Research interests

  • Machine Learning
  • Natural Language Processing
  • Data Mining

Teaching interests

  • Predictive Analytics
  • Decision Analytics

Knowledge areas

  • Machine Learning
  • Data Mining
  • Natural Language Processing
  • Software Development
  • Database Technologies

Publications

Filter by

2018

CommViz: visualization of semantic patterns in large social communication networks

K Verspoor, B Ofoghi, M Robles Granda

(2018), Vol. 17, pp. 66-88, Information visualization, London, Eng., C1-1

journal

Using technology to discover more about the justice system

N Burstyner, T Sourdin, C Liyanage, B Ofoghi, J Zeleznikow

(2018), Vol. 44, pp. 1-24, Rutgers computer and technology law journal, Newark, N.J., C1-1

journal
2017

Textual emotion classification: an interoperability study on cross-genre data sets

B Ofoghi, K Verspoor

(2017), Vol. 10400, pp. 262-273, AI 2017 : Proceedings of the 30th Australasian joint conference on artificial intelligence, Melbourne, Australia, E1-1

conference
2016

Performance analysis and prediction in triathlon

B Ofoghi, J Zeleznikow, C Macmahon, J Rehula, D Dwyer

(2016), Vol. 34, pp. 607-612, Journal of sports sciences, Abingdon, Eng., C1

journal

Why do some civil cases end up in a full hearing? Formulating litigation and process referral indicia through text analysis

N Burstyner,, T Sourdin,, C Liyanage,, B Ofoghi

(2016), Vol. 25, pp. 257-296, Journal of judicial administration, New York, N.Y., C1-1

journal

Towards early discovery of salient health threats: a social media emotion classification technique

B Ofoghi, M Meghan, K Verspoor

(2016), pp. 504-515, PSB 2016 : Proceedings of Pacific Symposium on Biocomputing 2016, Kohala Coast, Hawaii, E1-1

conference

Syndromic surveillance through measuring lexical shift in emergency department chief complaint texts

H Aamer, B Ofoghi, K Verspoor

(2016), pp. 45-53, ALTA 2016 : Proceedings of the 14th Annual Workshop of the Australasian Language Technology Association 2016, Caulfield, Vic., E1-1

conference
2015

Assessing the performance of American chief complaint classifiers on Victorian syndromic surveillance data

B Ofoghi, K Verspoor

(2015), pp. 1-6, BigData 2015 : Proceedings of the Scientific Stream at Big Data in Health Analytics 2015, Sydney, N.S.W., E1-1

conference
2014

Mapping biomedical vocabularies: a semi-automated term matching approach

B Ofoghi, G Lopez-Campos, F Martin Sanchez, K Verspoor

(2014), pp. 16-19, ICIMTH 2014 : Proceedings of the International Conference on Informatics, Management, and Technology in Healthcare 2014, Athens, Greece, E1-1

conference
2013

Supporting athlete selection and strategic planning in track cycling omnium: A statistical and machine learning approach

B Ofoghi, J Zeleznikow, C Macmahon, D Dwyer

(2013), Vol. 233, pp. 200-213, Information Sciences, C1

journal

Modelling and analysing track cycling Omnium performances using statistical and machine learning techniques

B Ofoghi, J Zeleznikow, D Dwyer, C MacMahon

(2013), Vol. 31, pp. 954-962, Journal of sports sciences, Oxon, England, C1

journal

The elimination race in track cycling : patterns and predictors of performance

D Dwyer, B Ofoghi, E Huntsman, D Rossitto, C McMahon, J Zeleznikow

(2013), Vol. 2, pp. 6-12, Journal of science and cycling, Granada, Spain, C1

journal

Data mining in elite sports: a review and a framework

B Ofoghi, J Zeleznikow, C MacMahon, M Raab

(2013), Vol. 17, pp. 171-186, Measurement in physical education and exercise science, Abingdon, Eng., C1-1

journal
2012

Novel weighting in single hidden layer feedforward neural networks for data classification

S Seifollahi, J Yearwood, B Ofoghi

(2012), Vol. 64, pp. 128-136, Computers and mathematics with applications, Amsterdam, The Netherlands, C1-1

journal
2011

Probabilistic modelling to give advice about rowing split measures to support strategy and pacing in race planning

B Ofoghi, J Zeleznikow, C MacMahon

(2011), Vol. 11, pp. 239-253, International journal of performance analysis in sport, Abingdon, Eng., C1-1

journal

A hybrid probabilistic and combinatorial optimization approach to analyzing rowing performance measures

B Ofoghi, J Zeleznikow, C MacMahon

(2011), pp. 1-12, PACIS 2011 : Proceedings of the 15th Pacific Asia Conference on Information Systems, Brisbane, Qld., E1-1

conference
2010

A machine learning approach to predicting winning patterns in track cycling omnium

B Ofoghi, J Zeleznikow, C MacMahon, D Dwyer

(2010), Vol. 331 AICT, pp. 67-76, IFIP Advances in Information and Communication Technology, E1-1

conference

Learning parse-free event-based features for textual entailment recognition

B Ofoghi, J Yearwood

(2010), Vol. 6464, pp. 184-193, AI 2010 : Proceedings of the 23rd Australasian Joint Conference on Artificial Intelligence, Adelaide, S. Aust., E1-1

conference
2009

Applying clustering and ensemble clustering approaches to phishing profiling

D Webb, J Yearwood, L Ma, P Vamplew, B Ofoghi, A Kelarev

(2009), pp. 25-34, AusDM 2009 : Proceedings of the Australasian Data Mining Conference, Melbourne, Victoria, E1-1

conference

Can shallow semantic class information help answer passage retrieval?

B Ofoghi, J Yearwood

(2009), Vol. 5866, pp. 587-596, AI 2009 : Advances in Artificial Intelligence : Proceedings of the 22nd Australasian Joint Conference, Melbourne, Victoria, E1-1

conference

The impact of frame semantic annotation levels, frame-alignment techniques, and fusion methods on factoid answer processing

B Ofoghi, J Yearwood, M Liping

(2009), Vol. 60, pp. 247-263, Journal of the American Society for Information Science and Technology, C1-1

journal
2008

The impact of semantic class identification and semantic role labeling on natural language answer extraction

B Ofoghi, J Yearwood, L Ma

(2008), Vol. 4956, pp. 430-437, ECIR 2008 : Proceedings of the 30th European Conference on Information Retrieval, Glasgow, Scotland, E1-1

conference

FrameNet-based fact-seeking answer processing: a study of semantic alignment techniques and lexical coverage

B Ofoghi, J Yearwood, L Ma

(2008), Vol. 5360, pp. 192-201, AI 2008 : Proceedings of the 21st Australasian Joint Conference on Artificial Intelligence, Auckland, N.Z., E1-1

conference
2007

A within-frame ontological extension on FrameNet: application in predicate chain analysis and question answering

B Ofoghi, J Yearwood, R Ghosh

(2007), Vol. 4830, pp. 404-414, AI 2007 : advances in artificial intelligence : Proceedings of the 20th Australian Joint Conference on Artificial Intelligence, Gold Coast, Queensland, E1-1

conference
2006

A semantic method to information extraction for decision support systems

B Ofoghi, J Yearwood, R Ghosh

(2006), pp. 1465-1471, AMCIS 2006 : Proceedings of the 12th Americas Information Systems Conference, Acapulco, Mexico, E1-1

conference

A semantic approach to boost passage retrieval effectiveness for question answering

B Ofoghi, J Yearwood, R Ghosh

(2006), Vol. 48, pp. 95-101, ACSC 2006 : Proceedings of the 29th Australian Computer Science Conference, Hobart, Tasmania, E1-1

conference

A hybrid question answering schema using encapsulated semantics in lexical resources

B Ofoghi, J Yearwood, R Ghosh

(2006), pp. 1276-1280, AI 2006: Advances in Artificial Intelligence. 19th Australian Joint Conference on Artificial Intelligence Hobart, Australia, December 4-8, 2006 Proceedings, Hobart, Tasmania, E1-1

conference

Funded Projects at Deakin

Industry and Other Funding

Netball Australia Deakin Performance Insights Project.

Dr Lyndell Bruce, Dr Dan Dwyer, Dr Bahadorreza Ofoghi

  • 2019: $30,000

Supervisions

No completed student supervisions to report