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 2024 2024

• 183823 Citations
• 183 h-index
• 1641 Article
• 1249 Conference paper
• 87 Chapter (peer-reviewed)
• 74 Abstract
• 333 More
  • 51 Presentation only
  • 38 Chapter
  • 37 Review article
  • 37 Doctoral Thesis
  • 34 Editorial
  • 21 Book
  • 20 Poster
  • 16 Edited book
  • 15 Commissioned report (public)
  • 15 Comment/debate
  • 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 Special issue
  • 2 Working paper
  • 1 Meeting Abstract
  • 1 Book/Film/Article review
  • 1 Literature review
  • 1 Featured article
  • 1 Masters Thesis
  • 1 Preprint

Research output per year

Research output per year

Search results

• 2024

  EMG Feature Extraction Based on Cardinality with Deep Learning Concepts

  Al Taee, A. A., Khushaba, R. N., Zia, T. & Al-Jumaily, A., 01 Jan 2024, Non-Invasive Health Systems based on Advanced Biomedical Signal and Image Processing. CRC Press/Balkema, p. 24-44 21 p.

  Research output: Book chapter/Published conference paper › Chapter

  • Based Feature Extraction 100%
  • Deep Learning 100%
  • Cardinality 100%
  • Learning Model 100%
  • Concept Learning 100%
• 2019

  Sustainable weed management

  Bajwa, A. A., Khan, M. J., Bhowmik, P. C., Walsh, M. & Chauhan, B. S., 2019, Innovations in sustainable agriculture.

  Research output: Book chapter/Published conference paper › Chapter

• 2013

  Ethics in Information and Communications Technology

  Burmeister, O., 2013, Applied Ethics: Strengthening Ethical Practices. Bowden, P. (ed.). 21 ed. Australia: Tilde University Press

  Research output: Book chapter/Published conference paper › Chapter

  • Information and Communication Technologies 100%
  • Information 100%
  • Communication 100%
  • Ethical Issue 50%
  • Artificial Intelligence 20%
• 2011

  Modeling Spammer Behavior: Artificial Neural Network vs Naïve Bayesian Classifier

  Islam, M. R., 2011, Artificial Neural Networks: Application. 12 ed. Rijeka, Croatia: InTech, p. 241-252 12 p.

  Research output: Book chapter/Published conference paper › Chapter

• 2009

  Ethical Issues and Pervasive Computing

  Duquenoy, P. & Burmeister, O., 2009, Risk Assessment and Management in Pervasive Computing: Operational, Legal, Ethical, and Financial Perspectives. Godara, V. (ed.). 14 ed. Hershey PA: Information Science Reference, p. 263-284 22 p.

  Research output: Book chapter/Published conference paper › Chapter

• Evolution of retinal blood vessel segmentation methodology using wavelet transforms for assessment of diabetic retinopathy

  Cornforth, D. J., Jelinek, H., Cree, M. J., Leandro, J. J. G., Soares, J. V. B. & Cesar, R. M. J., 2009, Intelligent and Evolutionary Systems. Zhang, B. (ed.). 12 ed. Heidelberg: Springer, Vol. 187. p. 171-182 12 p.

  Research output: Book chapter/Published conference paper › Chapter

  • Wavelet 100%
  • Assessment 100%
  • Transform 100%
  • Blood 100%
  • Segmentation 100%
  3 Citations (Scopus)

• Pattern based video coding

  Paul, M. & Murshed, M., 2009, Handbook of Research on Modern Systems Analysis and Design Technologies and Applications. Syed, M. R. & Dyed, S. N. (eds.). 26 ed. Minnesota State University: Idea Group, p. 469-483 15 p.

  Research output: Book chapter/Published conference paper › Chapter

  • Coding 100%
  • Telephone Line 50%
  • Voice Message 33%
  • Limited Bandwidth 25%
  • Low Bit Rate 25%

• What users of virtual social networks value about social interaction: The case of GreyPath

  Burmeister, O., 2009, Virtual Social Networks: Mediated, Massive and Multiplayer. Panteli, N. (ed.). 7 ed. New York USA: Palgrave Macmillan, p. 114-133 20 p.

  Research output: Book chapter/Published conference paper › Chapter

  • Social Capital 100%
  • Social Interaction 100%
  • User 100%
  • Social Network 100%
  • Virtual Social Networks 100%
  6 Citations (Scopus)
• 2008

  Cellular Automata

  Bossomaier, T., 2008, Applications of Complex Adaptive Systems. Shan, A. Y. (ed.). 3 ed. Hershey, Pa: IGI Publishing, p. 57-84 28 p.

  Research output: Book chapter/Published conference paper › Chapter

  • Mathematical Model 100%
  • Cellular Automata 100%
  • Visualization 100%
  • Complexity 100%
  • Particle 100%

• Computational methods for the early detection of diabetes

  Cornforth, D. J. & Jelinek, H., 2008, Encyclopaedia of Healthcare Information Systems. 37 ed. Hershey Pennsylvania: Information Science Reference, Vol. 1. p. 274-280 7 p.

  Research output: Book chapter/Published conference paper › Chapter

• Evolution of Trust in Economic Systems

  Bossomaier, T., Harre, M. & Thompson, J., 2008, Coping With the Complexity of Economics. Faggini, M. & Lux, T. (eds.). 1 ed. Italy: Springer, p. 3-18 16 p.

  Research output: Book chapter/Published conference paper › Chapter

  • Market Concentration 100%
  • Economic System 100%
  • Neuroeconomics 100%
  • Economic Situation 100%
  • Economics 25%

• Introduction

  Burmeister, O., 2008, Ethics in ICT: An Australian Perspective. 1 ed. Australia: Pearson

  Research output: Book chapter/Published conference paper › Chapter

• Prediction of Student Actions Using Weighted Markov Models

  Huang, X., Yong, J., Li, J. & Gao, J., 2008, 2008 IEEE INTERNATIONAL SYMPOSIUM ON IT IN MEDICINE AND EDUCATION, VOLS 1 AND 2, PROCEEDINGS. p. 154-+

  Research output: Book chapter/Published conference paper › Chapter

• Regulation and Governance of the Internet

  Weckert, J. & Al-Saggaf, Y., 2008, The Handbook of Information and Computer Ethics. Himma, K. E. & Tavani, H. T. (eds.). 19 ed. Hoboken, New Jersey: John Wiley & Sons, p. 475-495 21 p.

  Research output: Book chapter/Published conference paper › Chapter

  • Governance 100%
  • Internet 100%
  • Legislation 100%
  • Information 100%
  • World Wide Web 100%
  1 Citation (Scopus)

• Security issues and countermeasures in wireless sensor networks

  Zia, T. & Zomaya, A. Y., 26 Mar 2008, Algorithms and protocols for wireless sensor networks. Boukerche, A. (ed.). 16 ed. Hoboken, N.J.: John Wiley & Sons, p. 479-502 24 p. (Wiley series on parallel and distributed computing).

  Research output: Book chapter/Published conference paper › Chapter

  • Wireless Sensor Network 100%
  • Sensor Networks 100%
  • Countermeasures 100%
  • Sensor Node 30%
  • Attack 30%
  1 Citation (Scopus)

• The digital divide within the digital community in Saudi Arabia

  Al-Saggaf, Y., 2008, Global Information Technologies: Concepts, Methodologies, Tools, and Applications. Tan, F. B. (ed.). 33 ed. New York: Information Science Reference, p. 394-409 16 p.

  Research output: Book chapter/Published conference paper › Chapter

  • Saudi Arabia 100%
  • Digital Divide 100%
  • Digital Communities 100%
  • Digital 100%
  • Community 100%

• The effect of JPEG compression on automated detection of microaneurysms in retinal images

  Cree, M. J. & Jelinek, H., 2008, Electronic Imaging 2008. 34 ed. United States: SPIE, p. 6813-6821 9 p. 19

  Research output: Book chapter/Published conference paper › Chapter

• 2007

  Applying Local Cooccurring Patterns for Object Detection from Aerial Images

  Jia, W., Tien, D., He, X., Hope, B. A. & Wu, Q., 2007, 9th international conference, VISUAL 2007, Shanghai, China, June 28-29, 2007: revised selected papers. 1 ed. Berlin / Heidelberg, Germany: Springer, Vol. 4781/2007. p. 478-489 12 p.

  Research output: Book chapter/Published conference paper › Chapter

  Open Access

  File

  • Aerial Image 100%
  • Detection 100%
  • Object Detection 100%
  • local feature 100%
  • Images 50%
  1 Citation (Scopus)

  51 Downloads (Pure)

• Comparison of SVMs in Number Plate Recognition

  Zheng, L., He, X. & Hintz, T., 2007, Progress in Pattern Recognition. Singh, S. & Singh, M. (eds.). 16 ed. London: Springer, p. 152-160 9 p.

  Research output: Book chapter/Published conference paper › Chapter

  • Support Vector Machine 100%
  • Algorithm 50%
  • Algorithms 33%
  • Experimental Result 33%
  • One-vs-One 33%

• Exploring Political Online Forums in Saudi Arabia through Thematic Content Analysis

  Al-Saggaf, Y., Mar 2007, Computing and philosophy in Asia. Hongladarom, S. (ed.). 1 ed. Newcastle, United Kingdom: Cambridge Scholars Publishing, p. 13-30 18 p. 2

  Research output: Book chapter/Published conference paper › Chapter

  Open Access

  File
  120 Downloads (Pure)

• Meta Model Based Evolutionary Optimization

  Bhattacharya, M., 2007, DAA Automation & Manufacturing Scientific Book 2007. 56 ed. Vienna, Austria: DAAAM International Publishing, p. 643-658 16 p.

  Research output: Book chapter/Published conference paper › Chapter

  • Optimization 100%
  • Models 100%
  • Algorithm 100%
  • Evolutionary Algorithms 100%
  • evolutionary optimization 100%

• Privacy Preserving Data Mining

  Brankovic, L., Islam, M. Z. & Giggins, H., 2007, Security, Privacy and Trust in Modern Data Management. Petkovic, M. & Jonker, W. J. W. (eds.). 11 ed. The Netherlands: Springer, p. 151-166 16 p.

  Research output: Book chapter/Published conference paper › Chapter

  • Data Mining 100%
  • privacy preserving data mining 100%
  • Research Worker 50%
  • Threat 50%
  • Statistical Analysis 50%

• The Digital Divide within the Digital Community in Saudi Arabia

  Al-Saggaf, Y., 2007, Information technology and social justice. 13 ed. Hershey, United States: Information Science Publishing, p. 262-282 21 p.

  Research output: Book chapter/Published conference paper › Chapter

  • Digital 100%
  • Saudi Arabia 100%
  • Community 100%
  • Digital Divide 100%
  • Digital Communities 100%
• 2006

  Healthcare-Related Web Forums in Saudi Arabia: Understanding their Use Through Silent Observation and Thematic Content Analysis

  Al-Saggaf, Y. & Kharabsheh, R., 2006, Health Research in Cyberspace: Methodological, Practical and Personal Issues. Liamputtong, P. (ed.). 16 ed. New York, USA: Nova Science Publishers, p. 257-272 16 p.

  Research output: Book chapter/Published conference paper › Chapter

• Meta-modelling for EA based Design Optimization

  Bhattacharya, M., 2006, DAAAM International Scienticic Book. 3 ed. Vienna, Austria: DAAAM International Publishing, p. 015-030 16 p.

  Research output: Book chapter/Published conference paper › Chapter

  • Evolutionary Algorithms 100%
  • Design Optimization 100%
  • Evaluation 100%
  • Solution and Solubility 100%
  • Algorithm Design 100%

• Political Online Communities (POCs) in Saudi Arabia

  Al-Saggaf, Y. & Weckert, J., 2006, Encyclopaedia of Developing Regional Communities with ICT. Yu, X. Y. X. (ed.). 1 (illustrated) / 3.7.01 ed. Hershey, PA, USA: Idea Group Publishing, p. 557-563 7 p.

  Research output: Book chapter/Published conference paper › Chapter

• The digital divide within the digital community in Saudi Arabia

  Al-Saggaf, Y., 01 Dec 2006, Information Technology and Social Justice. IGI Global, p. 262-282 21 p.

  Research output: Book chapter/Published conference paper › Chapter

  • Saudi Arabia 100%
  • Digital Divide 100%
  • Digital Communities 100%
  • Digital 100%
  • Community 100%
  3 Citations (Scopus)
• 2005

  Data Mining of Missing Persons Data

  Blackmore, K., Bossomaier, T., Foy, S. & Thomson, D., 2005, Classification and clustering for knowledge discovery. 19 ed. Heidelberg, Berlin: Springer, Vol. 4. p. 305-314 10 p.

  Research output: Book chapter/Published conference paper › Chapter

• Demanding Scenarios, Approximation and EA-based Design Optimization

  Bhattacharya, M., 2005, DAA Automation & Manufacturing Scientific Book 2005. Katalinic, B. (ed.). n/a ed. Vienna, Austria: DAAAM International Publishing, p. 049-064 16 p.

  Research output: Book chapter/Published conference paper › Chapter

• Localisation of Critical Transition Phenomena in Cellular Automata Rule-Space

  Lafusa, A. & Bossomaier, T., 2005, Recent Advances in Artificial Life: Advances in Natural Computation - Vol. 3. 10 ed. Singapore: World Scientific Publishing, Vol. 3. p. 131-144 14 p.

  Research output: Book chapter/Published conference paper › Chapter

  • Hyperplanes 100%
  • Cellular Automata 100%
  • Chaos (Dynamical) 100%
  • Parameter Value 33%
  • Survey 33%
  1 Citation (Scopus)

• Pattern based video coding

  Paul, M. & murshed, M., 2005, Handbook of Research on Modern Systems Analysis and Design Technologies and Applications. Syed, M. R. & Syed, S. N. (eds.). 26 ed. USA: Information Science Reference, p. 469-483 15 p.

  Research output: Book chapter/Published conference paper › Chapter

  • Coding Technique 100%
  • Technology Advance 100%
  • Video Transmission 100%
  • Standards 100%
  • Message 100%

• Political online communities in Saudi Arabia

  Al-Saggaf, Y. & Weckert, J., 01 Dec 2005, Encyclopedia of Developing Regional Communities with Information and Communication Technology. IGI Global, p. 557-563 7 p.

  Research output: Book chapter/Published conference paper › Chapter
  7 Citations (Scopus)

• Very low bit-rate video coding

  Paul, M., Murshed, M. & Dooley, L., 2005, Video Data Management and Information Retrieval. Deb, S. (ed.). 5 ed. Hershey, PA: IRM Press, p. 100-148 49 p.

  Research output: Book chapter/Published conference paper › Chapter

  • Judgement 100%
  • Parametric Model 100%
  • Video Communication 100%
  • Coding 100%
  • Videorecording 100%
• 2004

  Web Graph Clustering for Displays and Navigation of Cyberspace

  Huang, X. & Lai, W., 2004, Web mining: applications and techniques. Scime, A. (ed.). 1 Illustrated / 12 ed. Hersey, USA: Idea Group Inc., p. 253-274 22 p.

  Research output: Book chapter/Published conference paper › Chapter

• 2003

  A note on future research in vascular and plaque segmentation

  Suri, J., Singh, S., Laxminarayan, S., Cesar, R., Jelinek, H., Reveda, P., Roysam, B., Stewart, C., Fritzsche, K., Williams, J. & Tek, H., 2003, Angiography and plaque imaging. Suri, J. S. & Laxminarayan, S. (eds.). 1 ed. London: CRC Press, p. 501-522 22 p.

  Research output: Book chapter/Published conference paper › Chapter

• Integrated E-Marketing: A Strategy Driven Technical Analysis

  Poon, S., Altas, I. & Fellows, G., 2003, Architectural Issues of Web-Enabled Electronic Business. 21 ed. Hershey PA: Idea Group Publishing, p. 321-332 12 p.

  Research output: Book chapter/Published conference paper › Chapter

• Segmentation of retinal fundus vasculature in nonmydriatic camera images using wavelets: Advanced Segmentation Techniques

  Cesar, R. & Jelinek, H., 2003, Angiography and plaque imaging. Suri, J. S. & Laxminarayan, S. (eds.). 1 ed. London: CRC Press, Vol. 22. p. 193-224 32 p.

  Research output: Book chapter/Published conference paper › Chapter

• 1993

  The clean and hydrogen terminated (100) and (111) surfaces of diamond and silicon

  Smith, P. V. & Zheng, X., 1993, Surface Science: Principles and Applications. 1 ed. Springer-Verlag London Ltd., p. 161-174 14 p.

  Research output: Book chapter/Published conference paper › Chapter