Data Science Research Unit

Research output

Research output per year 1984 2008 2010 2011 2012 2013 2014 2015 2016 2017 2018 2019 2020 2021 2022 2023 2023

• 152768 Citations
• 163 h-index
• 1543 Article
• 1217 Conference paper
• 77 Chapter (peer-reviewed)
• 69 Abstract
• 292 More
  • 36 Chapter
  • 36 Review article
  • 35 Presentation only
  • 32 Doctoral Thesis
  • 29 Editorial
  • 20 Poster
  • 18 Book
  • 15 Edited book
  • 14 Comment/debate
  • 11 Commissioned report (public)
  • 10 Chapter in textbook/reference book
  • 8 Commissioned report (non-public)
  • 4 Other
  • 4 Letter
  • 3 Other report
  • 3 Foreword/postscript
  • 3 Patent
  • 2 Textbook/Reference book
  • 2 Other chapter contribution
  • 2 Working paper
  • 1 Meeting Abstract
  • 1 Book/Film/Article review
  • 1 Literature review
  • 1 Special issue
  • 1 Featured article

Research output per year

Research output per year

Search results

• 2015

  Serious games and gaming

  Bossomaier, T., 2015, Digital games and mathematics learning: Potential, promises and pitfalls. Lowrie, T. & Jorgensen, R. (eds.). 1st ed. Netherlands: Springer-Verlag London Ltd., p. 201-232 32 p. (Mathematics education in the digital era; vol. 4).

  Research output: Book chapter/Published conference paper › Chapter (peer-reviewed) › peer-review

  • Serious Game 100%
  • Education 66%
  • Gamification 33%
  • Evaluation 33%
  • Procedures 33%

• The role of serious games in robot exoskeleton-assisted rehabilitation of stroke patients

  Cornforth, D. J., Koenig, A., Riener, R., August, K., Khandoker, A. H., Karmakar, C., Palaniswami, M. & Jelinek, H., 2015, Serious games analytics: Methodologies for performance measurement, assessment, and improvement. Sheng, Y., Ifenthaler, D. & Loh, C. S. (eds.). 1st ed. Switzerland: Springer, p. 233-254 22 p. ( Advances in game-based learning; no. 73893).

  Research output: Book chapter/Published conference paper › Chapter (peer-reviewed) › peer-review

  • Serious Game 100%
  • Psychological State 75%
  • Objective Measure 25%
  • Virtual Environments 25%
  • Skin Conductance 25%
  7 Citations (Scopus)
• 2014

  SocioPlatform: A platform for social context-aware applications

  Kabir, M. A., Colman, A. & Han, J., 2014, Context in computing: A cross-disciplinary approach for modeling the real world. Brezillon, P. & Gonzalez, A. J. (eds.). Heidelberg, Germany: Springer, p. 291-308 18 p.

  Research output: Book chapter/Published conference paper › Chapter (peer-reviewed) › peer-review

  • Social Context 100%
  • Application 100%
  • Complexity 28%
  • Mobile Device 14%
  • Key Requirement 14%

• Technological social inclusion of rural and regional seniors and well-being

  Burmeister, O., 2014, Rural lifestyles, community well-being and social change: Lessons from country Australia for global citizens. Ragusa, A. T. (ed.). Sharjah, UAE: Bentham Science Publishers, p. 338-379 42 p.

  Research output: Book chapter/Published conference paper › Chapter (peer-reviewed) › peer-review

  • Well-Being 100%
  • Wellbeing 100%
  • Rural Areas 66%
  • Internet 66%
  • Communication Technology 66%
  3 Downloads (Pure)
• 2013

  An efficient attribute-based signature with application to secure attribute-based messaging system

  Yang, P. & Zia, T., 2013, Theory and practice of cryptography solutions for secure information systems. Elci, A., Pieprzyk, J., Chefranov, A., Orgun, M., Wang, H. & Shankaran, R. (eds.). 1st ed. United States: Information Science Reference, p. 159-177 18 p.

  Research output: Book chapter/Published conference paper › Chapter (peer-reviewed) › peer-review

  • Standards 100%
  • Messaging System 66%
  • Application 66%
  • Authentication System 33%
  • Secure Communication 33%
  2 Citations (Scopus)

• Box-counting and multifractal analysis in neuronal and glial classification

  Jelinek, H., Milosevic, N. T., Karperien, A. & Krstonosic, B., 2013, Advances in intelligent control systems and computer science. Dumitrache, I. (ed.). Berlin: Springer-Verlag London Ltd., p. 177-189 13 p. (Advances in Intelligent Systems and Computing; vol. 187).

  Research output: Book chapter/Published conference paper › Chapter (peer-reviewed) › peer-review

  • Analysis 100%
  • Cell Type 75%
  • Cells 50%
  • Neuron 50%
  • Morphology 25%
  12 Citations (Scopus)

• Business benefits from keeping codes of ethics up to date

  Bowern, M. & Burmeister, O., 2013, Professionalism in the information and communication technology industry. Weckert, J. & Lucas, R. (eds.). Canberra, Australia: ANU E Press, p. 295-311 17 p.

  Research output: Book chapter/Published conference paper › Chapter (peer-reviewed) › peer-review

  Open Access

  File
  113 Downloads (Pure)

• Computer vision-aided video coding

  Paul, M. & Lin, W., 2013, Advanced video communications over wireless networks. Zhu, C. & Li, Y. (eds.). Boca Raton, FL: CRC Press, p. 57-84 28 p.

  Research output: Book chapter/Published conference paper › Chapter (peer-reviewed) › peer-review

  • Computer Vision 100%
  • Wireless Networks 80%
  • Computational Complexity 60%
  • Coding Technique 40%
  • Compression Technique 20%
  2 Downloads (Pure)

• Correlation mining in graph databases with a new measure

  Samiullah, M., Ahmed, C. F., Nishi, M. A., Fariha, A., Abdullah, S. M. & Islam, MD. R., 2013, Web technologies and applications: 15th Asia-Pacific Web Conference, APWeb 2013, Sydney, Australia, April 4-6, 2013 proceedings . Ishikawa, Y., Li, J., Wang, W., Zhang, R. & Zhang, W. (eds.). Berlin : Springer-Verlag London Ltd., Vol. 7808. p. 88-95 8 p.

  Research output: Book chapter/Published conference paper › Chapter (peer-reviewed) › peer-review

  • Correlation 100%
  • Data Mining Technique 42%
  • Graph Database 42%
  • Domains 28%
  • Modeling 28%
  3 Citations (Scopus)

  7 Downloads (Pure)

• Exploring timeline-based Malware classification

  Islam, MD. R., Altas, I. & Islam, S., 2013, Security and privacy protection in information processing systems : 28th IFIP TC 11 International Conference, SEC 2013, Auckland, New Zealand, July 8-10, 2013. Proceedings . Janczewski, L. J., Wolfe, H. B. & Shenoi, S. (eds.). Germany: Springer, p. 1-13 13 p. (IFIP advances in information and communication technology; vol. 405).

  Research output: Book chapter/Published conference paper › Chapter (peer-reviewed) › peer-review

  • Malware 100%
  • Malware Detection 42%
  • Accuracy 42%
  • Classification 14%
  • Detection Method 14%
  1 Citation (Scopus)

  6 Downloads (Pure)

• Retinopathy of prematurity: Fractal analysis of images in different stages of the disease

  Milosevic, N. T., Olujic, M., Oros, A. & Jelinek, H., 2013, Advances in intelligent control systems and computer science. Dumitrache, I. (ed.). Berlin, Heidelberg: Springer-Verlag London Ltd., p. 91-100 10 p. (Advances in intelligent systems and computing; vol. 187).

  Research output: Book chapter/Published conference paper › Chapter (peer-reviewed) › peer-review

  • Retinopathy 100%
  • Analysis 42%
  • Diseases 28%
  • Vascular Bundle 28%
  • Retinopathy of Prematurity 28%
  2 Citations (Scopus)

• Security concerns and remedy in a cloud based e-learning system

  Masud, M., Islam, MD. R. & Abawajy, J., 2013, Security and privacy in communication networks: 9th International ICST Conference, SecureComm 2013, Sydney, NSW, Australia, September 25-28, 2013, revised selected papers . Zia, T., Zomaya, A., Varadharajan, V. & Mao, M. (eds.). United States: Springer, Vol. 127. p. 356-366 11 p. (Lecture notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering; vol. 127).

  Research output: Book chapter/Published conference paper › Chapter (peer-reviewed) › peer-review

  • e-learning 100%
  • Learning Technology 50%
  • Security Measure 50%
  • e-learning Systems 50%
  • Cloud Computing 50%
  4 Citations (Scopus)
• 2012

  A comparative study of malware family classification

  Islam, MD. R. & Altas, I., 2012, Information and communications security: 14th International Conference, ICICS 2012, Hong Kong, China, October 29-31, 2012. Proceedings. Chim, T. W. & Yuen, T. H. (eds.). Berlin, Germany: Springer, p. 488-496 9 p. (Lecture Notes in Computer Science; vol. 7618).

  Research output: Book chapter/Published conference paper › Chapter (peer-reviewed) › peer-review

  • Malware Family 100%
  • Application Programming Interface 100%
  • Malware 50%
  • Classification 50%
  • Classification Technique 50%
  6 Citations (Scopus)

• Fractal analysis in clinical screening and investigation

  Jelinek, H. & Cornforth, D., 2012, Classification and application of fractals: New research. Mitchell, E. W. & Murray, S. R. (eds.). 1 ed. New York: Nova Publishers, p. 277-301 25 p. (Mathematics research developments ).

  Research output: Book chapter/Published conference paper › Chapter (peer-reviewed) › peer-review

  • Comprehension 100%
  • Screening 33%
  • Time 33%
  1 Citation (Scopus)

• Image processing in the analysis of neuronal dentritic branching patterns: Does structure follow function across different species?

  Jelinek, H., Milosevic, N. T., Ristanovic, D. & Cornforth, D., Sept 2012, Image processing: Methods, applications and challenges. Carvalho, V. H. (ed.). Hauppauge, N.Y: Nova Science Publishers, p. 163-178 16 p. (Computer science, technology and applications).

  Research output: Book chapter/Published conference paper › Chapter (peer-reviewed) › peer-review

  • Species 100%
  • Retinal Ganglion Cell 75%
  • Retinal 75%
  • Morphology 25%
  • Image Processing 25%

• Starting the revolution: Implementing an identity management architecture

  White, P., 2012, Digital identity and access management: Technologies and frameworks. Gupta, M. G. M. (ed.). Hershey PA: Information Science Reference, p. 148-167 20 p.

  Research output: Book chapter/Published conference paper › Chapter (peer-reviewed) › peer-review

  • Management 100%
  • Identity Management 100%
  • Enterprise 50%
  • References 25%
  • Political Unrest 12%
• 2011

  Detecting unwanted email using VAT

  Islam, MD. R. & Chowdhury, M. U., 2011, Software engineering, artificial intelligence, networking and parallel/distributed computing 2011. Lee, R. (ed.). Berlin Heidelberg: Springer, p. 113-126 14 p. (Studies in computational intelligence; vol. 368).

  Research output: Book chapter/Published conference paper › Chapter (peer-reviewed) › peer-review

  • Algorithms 100%
  • Clustering Tendency 100%
  • Classification 50%
  • Classification (Machine Learning) 50%
  • Classification Algorithm 50%

• Meta-learning of instance selection for data summarization

  Smith-Miles, K. A. & Islam, MD. R., 2011, Meta-learning in computational intelligence. Norbert, J., Duch, W. & Krzysztof, G. (eds.). Berlin: Springer-Verlag London Ltd., p. 77-95 19 p.

  Research output: Book chapter/Published conference paper › Chapter (peer-reviewed) › peer-review

  • Instance Selection 100%
  • Selection Method 75%
  • Data Characteristic 75%
  • Relationships 50%
  • Reducibility 50%
  3 Citations (Scopus)

• Monofractal and multifractal analysis for interpretation of function-structure relationships in finite size biological material

  Cornforth, D. J. & Jelinek, H., 2011, Classification and application of fractals: New research. Mitchell, E. W. & Murray, S. R. (eds.). 1st ed. New York: Nova Publishers, p. 1-22 22 p.

  Research output: Book chapter/Published conference paper › Chapter (peer-reviewed) › peer-review

  • Classification 100%
  • Structure Activity Relation 100%
  • Self Concept 100%
  • Taxonomy 100%
• 2010

  Introduction

  Jelinek, H. & Cree, M. J., 2010, Automated Image Detection of Retinal Pathology. Jelinek, H. F. & Cree, M. J. (eds.). 1st ed. New York: CRC Press, p. 1-13 13 p.

  Research output: Book chapter/Published conference paper › Chapter (peer-reviewed) › peer-review

  • Detection 100%
  • Application 50%
  • Contexts 50%
  • Related Factor 50%
  • Argument 50%
• 2005

  An Adaptive Two-Dimensional Mesh Refinement Method for the Problems in Fluid Engineering

  Li, Z., 2005, An Adaptive Two-Dimensional Mesh Refinement Method for the Problems in Fluid Engineering. p. 118-123

  Research output: Book chapter/Published conference paper › Chapter (peer-reviewed) › peer-review

• A structural similarity based image fusion algorithm for night vision applications,

  Ul-Haq, A., 2005, A structural similarity based image fusion algorithm for night vision applications,: , In Proc. IEEE International Conference on Systems, Signals and Image Processing.

  Research output: Book chapter/Published conference paper › Chapter (peer-reviewed) › peer-review

• 2004

  Simplifications of An Existing Mass Conservative Streamline Tracking Method for 2D CFD Velocity Fields

  Li, Z., 2004, Simplifications of An Existing Mass Conservative Streamline Tracking Method for 2D CFD Velocity Fields. p. 269-275

  Research output: Book chapter/Published conference paper › Chapter (peer-reviewed) › peer-review

• 2003

  Fuzzy Calculus by RBF Neural Networks

  Li, Z. & Kecman, V., 2003, Advances in soft computing: Neural Networks and Soft Computing. Rutkowski, L. & Kacprzyk, J. (eds.). Springer Heidelberg, Vol. 19. p. 516-522

  Research output: Book chapter/Published conference paper › Chapter (peer-reviewed) › peer-review

  • Radial Basis Function 100%
  • Vectors 33%
  • Generalization 16%
  • Possibility Degree 16%
  • Inference System 16%

• The Fluid Flow Visualisations Based on Space Curve Theory

  Li, Z., 2003, Curves and Surface Design: Saint-Malo 2002. Nashboro Press, p. 283-291

  Research output: Book chapter/Published conference paper › Chapter (peer-reviewed) › peer-review

• 2002

  A Linear Genetic Programming Approach for Modelling Electricity Demand Prediction in Victoria

  Bhattacharya, M., Abraham, A. & Nath, B., 2002, Hybrid Information Systems. Abraham, A. & Köppen, M. (eds.). Heidelberg: Physica, Vol. 14. p. 379-393 15 p. (Advances in Soft Computing).

  Research output: Book chapter/Published conference paper › Chapter (peer-reviewed) › peer-review

  • Genetic Programming 100%
  • Accuracy 40%
  • Classification Problem 20%
  • Computation Time 20%
  • Prediction Model 20%
• 2001

  Genetic Programming: A Review of Some Concerns

  Bhattacharya, M. & Nath, B., 2001, Computational Science. Alexandrov, V. N. . D. J. J., Juliano, B. A., Renner, R. S. & Tan, C. J. K. (eds.). Springer Heidelberg, Vol. 2074. p. 1031 1040 p. (Lecture Notes in Computer Science).

  Research output: Book chapter/Published conference paper › Chapter (peer-reviewed) › peer-review

  • Genetic Programming 100%
  • Programs 33%
  • Convergence 16%
  • Genetic Algorithm 16%
  • Research Direction 16%
  4 Citations (Scopus)