Machine Vision and Digital Health (MaViDH) Research Group

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  • 2024

    Children’s mathematical graphics illustrating inner "voices": A literature review

    Dwyer, J., MacDonald, A. & Sikder, S., 30 May 2024, Early Childhood Voices: Children, Families, Professionals. Mahony, L., McLeod, S., Salamon, A. & Dwyer, J. (eds.). 1st ed. Springer, p. 71-84 14 p. (International Perspectives on Early Childhood Education and Development; vol. 42).

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

    1 Citation (Scopus)

  • Equity and inclusion through STEAM play in early childhood education: Culturally valued play-based practices

    Sikder, S., Mullick, J., Devi, A. & Hossain, M. A., 2024, Science, Technology, Engineering, Arts, and Mathematics (STEAM) Education in the Early Years: Achieving the Sustainable Development Goals. Yang, W., Kewalramani, S. & Senthil, J. (eds.). 1st ed. Routledge, p. 120-133 14 p. (Towards an Ethical Praxis in Early Childhood).

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

  • 2023

    Analyzing the threat landscape inside the dark web

    Turen, S. H., Islam, R. & Eustace, K., 2023, Emerging trends in cybersecurity applications. Daimi, K., Alsadoon, A., Peoples, C. & Madhoun, N. E. (eds.). 1st ed. Switzerland: Springer, p. 95-122 28 p.

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

  • Applying zero trust architecture and probability-based authentication to preserve security and privacy of data in the cloud

    Colomb, Y., White, P., Islam, R. & Alsadoon, A., 2023, Emerging Trends in Cybersecurity Applications. Daimi, K., Alsadoon, A., Peoples, C. & El Madhoun, N. (eds.). Switzerland: Springer, p. 137-169 33 p.

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

    3 Citations (Scopus)

  • Computational statistical methods for uncertainty assessment in geoscience

    McManus, S., Rahman, A., Coombes, J. & Horta, A., 01 Jan 2023, Computational statistical methodologies and modeling for Artificial Intelligence. Harjule, P., Rahman, A., Agarwal, B. & Tiwari, V. (eds.). 1st ed. Boca Raton, FL: Taylor & Francis, p. 221-242 22 p.

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

  • Privacy in social network sites (SNS): The threats from data mining

    Al-Saggaf, Y. & Islam, M. Z., 2023, Ethical Space- Journal with a difference: celebrating 20 years. Bradshaw, T., Joseph, S., Keeble , R. L. & Matheson, D. (eds.). Suffolk, UK: Abramis Academic, Vol. 1. p. 171-186 15 p.

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

  • 2022

    Data collection in quantitative research

    Zheng, X., 2022, Research Methods for Student Radiographers: A Survival Guide. Hayre, C. M. & Zheng, X. (eds.). 1st ed. Abingdon, Oxon: CRC Press, p. 79-92 14 p. (Medical Imaging in Practice).

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

  • 2021

    An improved BAT algorithm for solving job scheduling problems in hotels and restaurants

    Rashid, T. A., Shekho Toghramchi, C. I., Sindi, H., Alsadoon, A., Bačanin, N., Umar, S. U., Shamsaldin, A. S. & Mohammadi, M., 2021, Artificial Intelligence: Theory and applications. Pap, E. (ed.). 1st ed. Cham, Switzerland: Springer, p. 155-171 17 p. (Studies in Computational Intelligence; vol. 973).

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

    3 Citations (Scopus)

  • Fundamental rights and smart health technologies

    Poulsen, A. & Ul-Haq, A., 2021, Smart technologies and fundamental rights. Gordon, J.-S. (ed.). 1st ed. Leiden, The Netherlands: Brill, Vol. 350. p. 127-153 27 p.

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

  • Institutionalization of business intelligence for the decision-making iteration

    Ali, S., Islam, R. & Rahman, F., 2021, Research Anthology on Decision Support Systems and Decision Management in Healthcare, Business, and Engineering . IGI Global, p. 267-287 21 p.

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

  • Mental health and sensing

    Tushar, A. K., Kabir, A. & Ahmed, S. I., 2021, Signal processing techniques for computational health informatics. Ahad, M. A. R. & Ahmed, M. U. (eds.). Cham, Switzerland: Springer, p. 247-260 14 p. ( Intelligent Systems Reference Library; vol. 192).

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

    4 Citations (Scopus)
  • 2020

    Applied Bayesian modeling for assessment of interpretation uncertainty in spatial domains

    McManus, S., Rahman, A., Horta, A. & Coombes, J., 2020, Statistics for data science and policy analysis. Rahman, A. (ed.). 1st ed. Singapore: Springer, p. 3-13 12 p.

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

    47 Downloads (Pure)

  • Associated risk factors for acute malnutrition among rural Bangladeshi children: A cross-sectional analysis

    Rahman, M. A., Rahman, M. S. & Rahman, A., May 2020, Malnutrition: Prevalence, risk factors and outcomes. Rahman, A. (ed.). New York: Nova Science Publishers, p. 73-93 21 p. (Nutrition and Diet Research Progress).

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

    1 Citation (Scopus)

  • Data privacy and security in the cloud

    Padiet, P., Islam, R. & Rahman, A., 2020, Statistics for data science and policy analysis. Rahman, A. (ed.). Singapore: Springer, p. 173-183 11 p.

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

  • Estimation of child undernutrition at disaggregated administrative tiers of a north-eastern district of Bangladesh: An application of small area estimation method

    Das, S., Kumar, B., Hossain, M. Z., Rahman, S. T. & Rahman, A., 2020, Statistics for data science and policy analysis . Rahman, A. (ed.). Singapore: Springer, p. 267-281 15 p.

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

  • Finite mixture modelling approach to identify factors affecting children ever born for 15-49 year old women in Asian country

    Karimuzzaman, M., Hossain, M. M. & Rahman, A., Apr 2020, Statistics for data science and policy analysis. Rahman, A. (ed.). Singapore: Springer, p. 221-236 16 p.

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

  • Issues of disaster justice confronting local community leaders in disaster recovery

    Ingham, V., Islam, M. R., Hicks, J. & Burmeister, O., Jan 2020, Natural hazards and disaster justice : Challenges for Australia and its neighbours. Lukasiewicz , A. & Baldwin, C. (eds.). Singapore: Palgrave Macmillan, p. 221-238 18 p.

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

  • Shaping the future of multidimensional project management in retail industry using statistical and big-data theories

    Hayes, J., Rahman, A. & Islam, R., 2020, Statistics for data science and policy analysis . Rahman, A. (ed.). Singapore: Springer, p. 347-360 14 p.

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

  • 2018

    Application of RFID technology to reduce overcrowding in hospital emergency departments

    Thapa, R. R., Bhuiyan, M., Krishna, A. & Prasad, P. W. C., 28 Mar 2018, (E-pub ahead of print) Advances in information systems development: Methods, tools and management. Paspallis, N., Raspopoulos, M., Barry, C., Lang, M., Linger, H. & Schneider, C. (eds.). Cham, Switzerland: Springer, p. 17-32 16 p. (Lecture notes in information systems and organisation; vol. 26).

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

    11 Citations (Scopus)

  • Cybersecurity: Timeline malware analysis and classification

    Islam, M. R., Apr 2018, Information security: Foundations, technologies and applications. Awad, A. I. & Fairhurst, M. (eds.). 1st ed. United Kingdom: Institution of Engineering and Technology (IET), p. 215-239 25 p.

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

  • Early childhood care and education in Bangladesh: A review of policies, practices and research

    Sikder, S. & Banu, L. F. A., 2018, International handbook of early childhood education. Fleer, M. & van Oers, B. (eds.). Dordrecht: Springer, Vol. 1. p. 569-587 18 p. (Springer International Handbooks of Education; vol. 43).

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

  • Good governance and virtue in South Africa's cyber security policy implementation

    Burmeister, O., Phahlamohlaka, J. & Al-Saggaf, Y., 04 May 2018, Cyber security and threats: Concepts, methodologies, tools, and applications. I. R. M. A. (ed.). United States: IGI Global, p. 325-336 12 p.

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

  • Heart rate variability as a useful parameter in assessment of cardiac rehabilitation outcome

    Kiat, H., Collins, T. & Jelinek, H. F., 2018, ECG time series variability analysis: Engineering and medicine. Jelinek, H. F., Cornforth, D. J. & Khandoker, A. H. (eds.). 1st ed. Florida, US: CRC Press, p. 297-310 14 p.

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

  • Monitoring patients during neurorehabilitation following central or peripheral nervous system injury: Dynamic difficulty adaptation

    Jelinek, H., Cornforth, D., Koenig, A., Riener, R., Karmakar, C., Imam, M. H., Khandoker, A. H., Palaniswami, M. & Minichiello, M., 2018, ECG time series variability analysis: Engineering and medicine. Jelinek, H., Cornforth, D. & Khandoker, A. (eds.). 1st ed. Florida, US: CRC Press, p. 281-296 16 p.

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

    3 Citations (Scopus)

  • Multiscale complexity measures of heart rate variability - A window on the autonomic nervous system function

    Cornforth, D. & Jelinek, H., 2018, ECG time series variability analysis: Engineering and medicine. Jelinek, H., Cornforth, D. & Khandoker, A. (eds.). 1st ed. Florida, US: CRC Press, p. 187-198 12 p.

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

  • Professional ethics involving cyber security and autonomous robots

    Burmeister, O. K., Thomas, G. & Poulsen, A., Oct 2018, Information, communication and automation ethics in the knowledge society age: Ethical issues in the 21st Century. Tzafestas, S. G. (ed.). 1st ed. New York: Nova Science Publishers, p. 167-180 14 p.

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

  • 2017

    Associations between genetic polymorphisms and heart rate variability

    Voigt, A., Trompf, J. W., Tamayo, M., Ng, E., Zhou, Y., Lu, Y., Matthews, S., Hambly, B. D. & Jelinek, H. E., Sept 2017, ECG time series variability analysis: Engineering and medicine. Jelinek, H. F., Cornforth, D. J. & Khandoker, A. H. (eds.). 1st ed. Florida, US: CRC Press, p. 453-466 14 p.

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

  • Heart rate complexity associated with diabetic cardiac neuropathy

    Jelinek, H. & Cornforth, D. J., 29 Aug 2017, Complexity and nonlinearity in cardiovascular signals. Barbieri, R., Scilingo, E. P. & Valenza, G. (eds.). 1st ed. Cham, Switzerland: Springer, p. 327-344 18 p.

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

  • Introduction to ECG time series variability analysis: A simple overview

    Jelinek, H., Cornforth, D. & Khandoker, A. H., Sept 2017, ECG time series variability analysis: Engineering and medicine. Jelinek, H., Cornforth, D. & Khandoker, A. (eds.). Florida, US: CRC Press, p. 1-12 12 p.

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

    8 Citations (Scopus)

  • Relations of dynamic aspects of motives in infant-toddler's play: Enhance small science learning experience

    Sikder, S., 2017, Studying babies and toddlers: Relationships in cultural contexts. Li, L., Quinones, G. & Ridgway, A. (eds.). 1st ed. Singapore: Elsevier, p. 193-206 14 p. (International Perspectives on Early Childhood Education and Development; vol. 20).

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

    5 Citations (Scopus)

  • Tone-entropy analysis of heart rate variability in cardiac autonomic neuropathy

    Karmakar, C., Khandoker, A. H., Jelinek, H. F. & Palaniswami, M., Sept 2017, ECG time series variability analysis: Engineering and medicine. Jelinek, H. F., Cornforth, D. J. & Khandoker, A. H. (eds.). 1st ed. Florida, US: CRC Press, p. 227-247 21 p.

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

    1 Citation (Scopus)
  • 2016

    Evolutionary landscape and management of population diversity

    Bhattacharya, M., 2016, Combinations of intelligent methods and applications: Proceedings of the 4th International Workshop, CIMA 2014, Limassol, Cyprus, November 2014 (at ICTAI 2014). Hatzilygeroudis, I., Palade, V. & Prentzas, J. (eds.). Switzerland: Springer-Verlag London Ltd., p. 1-18 18 p. (Smart Innovation, Systems and Technologies; vol. 46).

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

    2 Citations (Scopus)
    5 Downloads (Pure)

  • Prediction and detection of epileptic seizure

    Parvez, M. & Paul, M., 2016, Biomedical image analysis and mining techniques for improved health outcomes. Abdessalem Karaa, W. B. & Dey, N. (eds.). United States: IGI Global, p. 314-336 18 p. (Advances in Bioinformatics and Biomedical Engineering (ABBE)).

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

  • 2015

    A Bayesian reweighting technique for small area estimation

    Rahman, A. & Upadhyay, S. K., 2015, Current trends in Bayesian methodology with applications. Singh, U., Loganathan, A., Upadhyay, S. K. & Dey, D. K. (eds.). 1st ed. Boca Raton, USA: CRC Press, p. 503-519 17 p.

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

    13 Citations (Scopus)

  • Bioclimatic modelling: A machine learning perspective

    Bhattacharya, M., 2015, Innovations and advances in computing, informatics, systems sciences, networking and engineering. Sobh, T. & Elleithy, K. (eds.). 50 ed. Springer-Verlag London Ltd., Vol. 313. p. 413-421 9 p.

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

  • Fractal and multifractal analysis of two dimensional images of the retinopathy of prematurity: Morphologic parameters and classification

    Milosevic, N. T., Rajkovic, N. & Jelinek, H. F., 2015, Retinopathy of prematurity (ROP): classification, risk factors and treatment. Aguilar, E. (ed.). 1st ed. New York: Nova Science Publishers, p. 63-83 34 p. (Eye and vision research developments).

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

  • MIMO antenna design for future 5G wireless communication systems

    Khan, M., Islam, M. R. & Aziz-ul-Haq, M., 2015, Software engineering, artificial intelligence, networking and parallel / distributed computing 2015. Lee, R. (ed.). Switzerland: Springer, p. 175-183 9 p. (Studies in Computational Intelligence; vol. 653).

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

    4 Citations (Scopus)

  • 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

    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

  • 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

    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

    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

    18 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

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    180 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

    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, M. 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

    3 Citations (Scopus)
    7 Downloads (Pure)

  • Exploring timeline-based Malware classification

    Islam, M. 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

    2 Citations (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

    2 Citations (Scopus)

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

    Masud, M., Islam, M. 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

    5 Citations (Scopus)
  • 2012

    A comparative study of malware family classification

    Islam, M. 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

    7 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

    1 Citation (Scopus)