Machine Vision and Digital Health (MaViDH) Research Group

Research output

Research output per year 1984 2013 2014 2015 2016 2017 2018 2019 2020 2021 2022 2024

• 29694 Citations
• 75 h-index
• 857 Article
• 835 Conference paper
• 59 Chapter (peer-reviewed)
• 53 Abstract
• 211 More
  • 35 Presentation only
  • 27 Editorial
  • 24 Review article
  • 22 Doctoral Thesis
  • 21 Chapter
  • 15 Poster
  • 13 Edited book
  • 8 Book
  • 8 Chapter in textbook/reference book
  • 6 Commissioned report (public)
  • 5 Commissioned report (non-public)
  • 5 Comment/debate
  • 4 Letter
  • 3 Other
  • 2 Foreword/postscript
  • 2 Other chapter contribution
  • 2 Patent
  • 2 Working paper
  • 1 Textbook/Reference book
  • 1 Meeting Abstract
  • 1 Book/Film/Article review
  • 1 Literature review
  • 1 Special issue
  • 1 Featured article
  • 1 Masters Thesis

Research output per year

Research output per year

Search results

• 2019

  Assessing robustness of regularized regression models with applications

  Thevaraja, M. & Rahman, A., 20 Jun 2019, Proceedings of the Thirteenth International conference on management science and Engineering management. Xu, J., Ahmed, S. E., Cooke, F. L. & Duca, G. (eds.). 1 ed. USA: Springer, Vol. 1. p. 401-415 15 p. (Advances in Intelligent Systems and Computing; vol. 1001).

  Research output: Book chapter/Published conference paper › Conference paper › peer-review

  • Least Absolute Shrinkage and Selection Operator (LASSO) 100%
  • Multicollinearity 100%
  • Regularized Regression Model 100%
  • Regression Model 100%
  • Ridge 100%
  1 Citation (Scopus)

• Augmented reality in education: A study on preschool children, parents, and teachers in Bangladesh

  Abrar, M. F., Islam, M. D. R., Hossain, M. S., Islam, M. M. & Kabir, A., 08 Jun 2019, (E-pub ahead of print) 21st International Conference on Human-Computer Interaction: Virtual, Augmented and Mixed Reality: Applications and Case Studies. LNCS ed. Springer Nature, Vol. 11575. p. 217-229 13 p.

  Research output: Book chapter/Published conference paper › Conference paper › peer-review

  • Augmented Reality 100%
  • Preschool Children 100%
  • Preschool Teachers 100%
  • Developing Countries 25%
  • Marker Tracking 20%
  9 Citations (Scopus)

• Biometrics technology for healthcare security

  Jahan, S., Chowdhury, M. M. H. & Islam, M. R., Jan 2019, Proceedings of the International Conference on Applications and Techniques in Information Science (iCATIS2019) . Global Circle for Scientific, Technology and Management Research, 6 p.

  Research output: Book chapter/Published conference paper › Conference paper › peer-review

  • Security and Privacy 100%
  • Healthcare Security 100%
  • Biometric Technology 100%
  • Security Challenge 66%
  • Clinical Data 66%

• Blockchain privacy and the right to be forgotten

  Ul-Haq, A., Wahlstrom, J. & Burmeister, O., 2019, Proceedings of the 8th Australasian Institute of Computer Ethics Conference. Warren, M. (ed.). Geelong, Vic.: Deakin University, p. 36-39 4 p.

  Research output: Book chapter/Published conference paper › Conference paper › peer-review

  • Data Protection 100%
  • Blockchain 100%
  • Autonomy 50%
  • Self Determination 50%
  • Democracy 50%

• Clustering noisy temporal data

  Grant, P. & Islam, Z., Nov 2019, 15th International Conference on Advanced Data Mining and Applications (ADMA 2019). Springer, p. 185-194 9 p. (Lecture Notes in Computer Science; vol. 11888).

  Research output: Book chapter/Published conference paper › Conference paper › peer-review

  • Temporal Data 100%
  • Clustering Results 100%
  • Similarities 100%
  • Wavelet Decomposition 100%
  • Data Series 100%

• Comparing pixel N-grams and bag of visual word features for the classification of diabetic retinopathy

  Kulkarni, P., Stranieri, A. & Jelinek, H., 29 Jan 2019, Proceedings of the Australasian Computer Science Week Multiconference, ACSW 2019. Australia: Association for Computing Machinery, p. 1-7 7 p. a22

  Research output: Book chapter/Published conference paper › Conference paper › peer-review

  • Image Classification 100%
  • Extraction Methods 100%
  • Classification Algorithm 100%
  • Retina Image 100%
  • Diabetic Retinopathy 100%

• Complexity and entropy of knee kinematics in a joint reposition test: Effect of strapping and kinesiology tape

  Donnan, L., Paul, M., Crowley, L., Felesimo, K. & Jelinek, H., 17 Jan 2019, 2018 Digital Image Computing: Techniques and Applications (DICTA) . Red Hook, NY, USA: IEEE Xplore, p. 1-5 5 p.

  Research output: Book chapter/Published conference paper › Conference paper › peer-review

  • Kinesio Taping 100%
  • Knee Kinematics 100%
  • Testing Effect 100%
  • College Student 100%
  • Injury 100%

• Computer aided early detection and classification of malignant melanoma

  Shafiq, S., Prasad, P. W. C., Alsadoon, A., Ali, S. & Elchouemi, A., 14 Oct 2019, (E-pub ahead of print) Proceedings, 2018 10th international conference on computational intelligence and communication networks: CICN 2018. Akbar Hussain, D. M. & Tomar, G. S. (eds.). United States: IEEE, Institute of Electrical and Electronics Engineers, p. 92-97 6 p. 8864942

  Research output: Book chapter/Published conference paper › Conference paper › peer-review

  • Domain Expert 100%
  • Early Detection 100%
  • Image Processing 100%
  • Obtained Image 100%
  • Image Data 100%
  1 Citation (Scopus)

• Continuous authorization in subject-driven data sharing using wearable devices

  Chowdhury, M. J. M., Colman, A., Kabir, A., Han, J. & Sarda, P., 31 Oct 2019, Proceedings of 2019 18th IEEE international conference on trust, security and privacy in computing and communications/13th IEEE international conference on big data science and engineering. New Jersey, USA: IEEE Computer Society, p. 327-333 7 p. 8887319

  Research output: Book chapter/Published conference paper › Conference paper › peer-review

  • Data Sharing 100%
  • Wearable Devices 100%
  • Access Control Policies 100%
  • Wearable Device 100%
  • Access Control Model 66%
  1 Citation (Scopus)

• Cybersecurity considerations for a code of conduct for developing and using AI and robot technology in healthcare

  Poulsen, A., Fosch-Villaronga, E. & Burmeister, O., 2019, Conference proceedings of AiCE 2019: 8th Australasian Institute of Computer Ethics conference. Warren, M. (ed.). Victoria, Australia: Deakin University, p. 40-44 5 p.

  Research output: Book chapter/Published conference paper › Conference paper › peer-review

  Open Access

  • Cybersecurity 100%
  • Code of Conduct 100%
  • Health Technology 100%
  • Robot Technology 100%
  • AI Technology 100%

• DataLearner: A data mining and knowledge discovery tool for android smartphones and tablets

  Yates, D., Islam, Z. & Gao, J., 15 Nov 2019, Advanced data mining and applications: 15th international conference, ADMA 2019, proceedings. Li, J., Wang, S., Qin, S., Li, X. & Wang, S. (eds.). Cham, Switzerland: Springer, Vol. 11888. p. 828-838 11 p. (Lecture Notes in Computer Science; vol. 11888).

  Research output: Book chapter/Published conference paper › Conference paper › peer-review

  • Knowledge Discovery Tool 100%
  • Data Mining 100%
  • Android 100%
  • Personalized Application 50%
  • Data Mining Application 25%
  2 Citations (Scopus)

• Data mining and knowledge discovery from physiological sensors

  Costadopoulos, N., Islam, Z. & Tien, D., 05 Jun 2019, PETRA '19: Proceedings of the 12th ACM International Conference on PErvasive Technologies Related to Assistive Environments. United States: ACM, p. 468-474 7 p.

  Research output: Book chapter/Published conference paper › Conference paper › peer-review

  • Physiological Sensor 100%
  • Physiological Data 100%
  • Knowledge Discovery 100%
  • Data Mining 100%
  • Decision Tree Algorithm 50%

• Deep cross-view convolutional features for view-invariant action recognition

  Ul-Haq, A., May 2019, 2018 IEEE International Conference on Image Processing, Applications and Systems (IPAS). IEEE, p. 137-142 5 p.

  Research output: Book chapter/Published conference paper › Conference paper › peer-review

  • Action Recognition 100%
  • View-invariant Action Recognition 100%
  • Speed-up 33%
  • Convolutional Neural Network 33%
  • View Representation 33%
  1 Citation (Scopus)

• Designing a blended teaching environment in higher education: A case study in statistics

  Rahman, A., 26 Mar 2019, 43rd International Conference on Improving University Teaching: 2018 Proceedings. 1 ed. USA: IUTcore, Vol. 1. p. 1-17 17 p. 7

  Research output: Book chapter/Published conference paper › Conference paper › peer-review

  Open Access

  File

  • Higher Education 100%
  • Teaching Strategies 100%
  • Teaching Environment 100%
  • Flexible Learning 100%
  • Blended Learning 100%
  74 Downloads (Pure)

• Detecting child autism using classification techniques

  Hossain, M. D. & Kabir, A., 2019, 17th World Congress of Medical and Health Informatics: Health and wellbeing E-networks for all. Ohno-Machado, L. & Seroussi, B. (eds.). Netherlands: IOS Press, Vol. 264. p. 1447-1448 2 p. (Studies in Health Technology and Informatics; vol. 264).

  Research output: Book chapter/Published conference paper › Conference paper › peer-review

  Open Access

  File

  • Classification Methods 100%
  • Childhood Autism 100%
  • Classification Technique 100%
  • Execution Time 100%
  • Autism Spectrum Disorder 66%
  5 Citations (Scopus)

  87 Downloads (Pure)

• Detecting trapped humans through chest wall movements with Non-contact Doppler sensor

  Pham, L., Paul, M. & Prasad, P. W. C., 2019, 2019 IEEE 9th Symposium on Computer Applications & Industrial Electronics (ISCAIE): program book & book of abstracts. Malaysia: IEEE Xplore, p. 346-351 6 p. 8743708

  Research output: Book chapter/Published conference paper › Conference paper › peer-review

  • Non-contact 100%
  • Chest Wall Movements 100%
  • Doppler Sensor 100%
  • Made Disaster 100%
  • Doppler Effect 100%
  1 Citation (Scopus)

• Detection of age and defect of grapevine leaves using hyper spectral imaging

  Debnath, T., Debnath, S. & Paul, M., 01 Jan 2019, Image and Video Technology - 9th Pacific-Rim Symposium, PSIVT 2019, Proceedings. Lee, C., Su, Z. & Sugimoto, A. (eds.). Switzerland: Springer, p. 92-105 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11854 LNCS).

  Research output: Book chapter/Published conference paper › Conference paper › peer-review

  • Healthy Leaves 100%
  1 Citation (Scopus)

• Developing an automated machine learning approach to test discontinuity in DNA for detecting tuberculosis

  Rahman, A., Nimmy, S. F. & Sarowar, G., 2019, Proceedings of the Twelfth International Conference on Management Science and Engineering Management. Davim, J. P. (ed.). Cham, Switzerland: Springer, p. 277-286 10 p.

  Research output: Book chapter/Published conference paper › Conference paper › peer-review

  • Machine Learning Approach 100%
  • Data Cleansing 100%
  • Deep Neural Network 100%
  • Big Data Environment 100%
  • Predictive Analysis 100%
  8 Citations (Scopus)

• Differences in health news from reliable and unreliable media

  Dhoju, S., Rony, M. M. U., Kabir, A. & Hassan, N., May 2019, The Web Conference 2019: Companion of the world wide web conference WWW 2019. Amer-Yahia, S., Madian, M., Goel, A., Houben, G.-J., Lerman, K., McAuley, J., Baeza-Yates, R. & Zia, L. (eds.). USA: Association for Computing Machinery (ACM), p. 981-987 7 p.

  Research output: Book chapter/Published conference paper › Conference paper › peer-review

  • Machine Learning 100%
  • Classification Models 100%
  • Health Disinformation 50%
  27 Citations (Scopus)

• Discovering Emotional Logic Rules from Physiological Data of Individuals

  Costadopoulos, N., Islam, Z. & Tien, D., Jul 2019, Proceedings of 2019 International Conference on Machine Learning and Cybernetics, ICMLC 2019. Kobe, Japan: IEEE Computer Society, p. 468-474 7 p. 8949274. (Proceedings - International Conference on Machine Learning and Cybernetics; vol. 2019-July).

  Research output: Book chapter/Published conference paper › Conference paper › peer-review

  • Physiological Data 100%
  • Logic Rules 100%
  • Galvanic Skin Response 66%
  • Heart Rate 33%
  • Data Mining Techniques 33%
  4 Citations (Scopus)

• Discrete cosine basis oriented homogeneous motion discovery for 360-degree video coding

  Ahmmed, A. & Paul, M., 01 Jan 2019, Image and Video Technology - 9th Pacific-Rim Symposium, PSIVT 2019, Proceedings. Lee, C., Su, Z. & Sugimoto, A. (eds.). Springer, p. 106-115 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11854 LNCS).

  Research output: Book chapter/Published conference paper › Conference paper › peer-review

  • Discrete Cosine Basis 100%
  • 360-degree Video Coding 100%
  • Motion Field 100%
  • Motion Model 100%
  • Coding Standard 100%
  2 Citations (Scopus)

• Discrete cosine basis oriented motion modeling for fisheye and 360 degree video coding

  Ahmmed, A. & Paul, M., Sept 2019, IEEE 21st International Workshop on Multimedia Signal Processing, MMSP 2019. United States: IEEE, Institute of Electrical and Electronics Engineers, p. 1-5 5 p. 8901749. (IEEE 21st International Workshop on Multimedia Signal Processing, MMSP 2019).

  Research output: Book chapter/Published conference paper › Conference paper › peer-review

  • Coding Standard 100%
  • Bit Rate 100%
  • Modeling Process 50%
  • Video Compression 50%
  • Video Sequences 50%
  2 Citations (Scopus)

• Efficient self-embedding data hiding for image integrity verification with pixel-wise recovery capability

  Tohidi, F., Paul, M., Hooshmandasl, M. R., Debnath, T. & Jamshidi, H., 11 Nov 2019, Image and video technology: 9th Pacific-Rim Symposium, PSIVT 2019, Sydney, NSW, Australia, November 18–22, 2019, Proceedings. Lee, C., Su, Z. & Sugimoto, A. (eds.). Springer, p. 128-141 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11854 LNCS).

  Research output: Book chapter/Published conference paper › Conference paper › peer-review

  • Embedded Data 100%
  • Pixel-wise 100%
  • Recovery Capability 100%
  • Integrity Verification 100%
  • Image Integrity 100%
  4 Citations (Scopus)

• Enhanced transfer learning with ImageNet trained classification layer

  Shermin, T., Teng, S. W., Murshed, M., Lu, G., Sohel, F. & Paul, M., 01 Jan 2019, Image and video technology: 9th Pacific-Rim symposium, PSIVT 2019, proceedings. Lee, C., Su, Z. & Sugimoto, A. (eds.). Cham, Switzerland: Springer, p. 142-155 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11854 LNCS).

  Research output: Book chapter/Published conference paper › Conference paper › peer-review

  • Transfer Learning 100%
  • Learning Approach 66%
  • Global Information 33%
  • Task Performance 33%
  • Network Target 33%
  17 Citations (Scopus)

• Factors associated with nutritional status of children in low and middle income countries in Southeast Asia: A multilevel analysis

  Yunus, R. M. & Rahman, A., 2019, Refereed proceedings of the 42nd annual conference of the Australian and New Zealand regional science association international. Dalziel, P. (ed.). New Zealand: Agribusiness and Economics Research Unit, p. 177-182 6 p.

  Research output: Book chapter/Published conference paper › Conference paper › peer-review

  Open Access

  File

  • Nutritional Status 100%
  • Multilevel Analysis 100%
  • Low and Middle Income Countries 100%
  • Multi-Level Modeling 100%
  • Health Survey 100%
  92 Downloads (Pure)

• Feature selection approach for Twitter sentiment analysis and text classification based on Chi-Square and Naïve Bayes

  Paudel, S., Prasad, P. W. C., Alsadoon, A., Islam, M. R. & Elchouemi, A., 2019, International Conference on Applications and Techniques in Cyber Security and Intelligence ATCI 2018: Applications and techniques in cyber security and intelligence. Atiquzzaman, M., Xu, Z., Abawajy, J., Choo, K.-K. R. & Islam, R. (eds.). Springer-Verlag London Ltd., Vol. 842. p. 281-298 18 p. (Advances in Intelligent Systems and Computing; vol. 842).

  Research output: Book chapter/Published conference paper › Conference paper › peer-review

  • Chi-square 100%
  • Feature Selection Methods 100%
  • Nave Bayes 100%
  • Twitter Analysis 100%
  • Text Classification 100%
  4 Citations (Scopus)

• Grapevine nutritional disorder detection using image processing

  Rahaman, D. M. M., Baby, T., Oczkowski, A., Paul, M., Zheng, L., Schmidtke, L. M., Holzapfel, B. P., Walker, R. R. & Rogiers, S. Y., 11 Nov 2019, Image and Video Technology: 9th Pacific-Rim Symposium, PSIVT 2019, Sydney, NSW, Australia, November 18–22, 2019, Proceedings. Lee, C., Su, Z. & Sugimoto, A. (eds.). Springer, p. 184-196 13 p. (Lecture Notes in Computer Science; vol. 11854).

  Research output: Book chapter/Published conference paper › Conference paper › peer-review

  Open Access

  File

  • Grapevine 100%
  • Image Processing 100%
  • Nutritional Deficiency 100%
  • Disorder Detection 100%
  • Nutritional Disorder 100%
  4 Citations (Scopus)

  66 Downloads (Pure)

• Identification of illegal forum activities inside the Dark Net

  Alnabulsi, H. & Islam, M. R., 17 Jan 2019, 2018 International Conference on Machine Learning and Data Engineering (iCMLDE). Kyu Rhee, P. & Bashar, M. R. (eds.). Piscataway, NJ, USA: IEEE, p. 22-29 8 p.

  Research output: Book chapter/Published conference paper › Conference paper › peer-review

  • Darknet 100%
  • Forum Discussion 100%
  • Dark Web Forum 100%
  • Dark Web 100%
  • Cybercrime 40%
  16 Citations (Scopus)

• Implementation and performance analysis of data mining classification algorithms on smartphones

  Yates, D., Islam, Z. & Gao, J., 16 Feb 2019, Data Mining: 16th Australasian Conference, AusDM 2018 Bahrurst, NSW, Australia, November 28–30, 2018 Revised Selected Papers . Islam, R., Koh, Y. S., Zhao, Y., Warwick, G., Stirling, D., Li, C.-T. & Islam, Z. (eds.). Singapore: Springer, Vol. 996. p. 331-343 13 p. 40

  Research output: Book chapter/Published conference paper › Conference paper › peer-review

  • Data Mining 100%
  • Data Analysis 100%
  • Classification Algorithm 100%
  • Performance Analysis 100%
  • Smartphone 100%
  4 Citations (Scopus)

• Improving clustering via a fine-grained parallel genetic algorithm with information sharing

  Bartlett, S. & Islam, M. Z., 23 Nov 2019, Data Mining - 17th Australasian Conference, AusDM 2019, Proceedings. Le, T. D., Liu, L., Ong, K.-L., Zhao, Y., Jin, W. H., Wong, S. & Williams, G. (eds.). Springer, p. 3-15 13 p. (Communications in Computer and Information Science; vol. 1127 CCIS).

  Research output: Book chapter/Published conference paper › Conference paper › peer-review

  • Genetic Algorithm 100%
  • Machine Learning Tasks 20%
  • Optimization Problem 11%
  • Machine Learning 11%
  • Execution Time 11%

• IoTChain: Is this a feasible solution for issues of the Internet of Things?

  Mamun, Q., 2019, 2019 International Conference on Sensing and Instrumentation in IoT Era (ISSI 2019). IEEE, 6 p.

  Research output: Book chapter/Published conference paper › Conference paper › peer-review

• Multi-temporal registration of environmental imagery using affine invariant convolutional features

  Khan, A., Ulhaq, A. & Robinson, R. W., 11 Nov 2019, Image and Video Technology - 9th Pacific-Rim Symposium, PSIVT 2019, Proceedings. Lee, C., Su, Z. & Sugimoto, A. (eds.). Springer, p. 269-280 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11854 LNCS).

  Research output: Book chapter/Published conference paper › Conference paper › peer-review

  • Neural Network Architecture 100%
  • Continuous Monitoring 100%
  • Citizen Science 100%
  • Automated Data 100%
  • Data Visualization 100%
  3 Citations (Scopus)

• Privacy preservation of social network users against attribute inference attacks via malicious data mining

  Reza, K. J., Islam, M. Z. & Estivill-Castro, V., 23 Feb 2019, Proceedings of the 5th International Conference on Information Systems Security and Privacy: ICISSP 2019. Mori, P., Camp, O. & Furnell, S. (eds.). Scitepress, p. 412-420 9 p. (ICISSP 2019 - Proceedings of the 5th International Conference on Information Systems Security and Privacy).

  Research output: Book chapter/Published conference paper › Conference paper › peer-review

  Open Access

  File

  • Privacy Preservation 100%
  • Online Social Networks 100%
  • Data Mining 100%
  • Social Network 100%
  • Attribute Inference Attack 100%
  9 Citations (Scopus)

  43 Downloads (Pure)

• Proprioception and postural stability of the young adult human: Multifractal analysis

  Milosevic, N., Rajkovic, N., Donnan, L. & Jelinek, H., May 2019, 2019 22nd International Conference on Control Systems and Computer Science (CSCS). IEEE, Institute of Electrical and Electronics Engineers, p. 496-500 5 p. 8744868. (Proceedings - 2019 22nd International Conference on Control Systems and Computer Science, CSCS 2019).

  Research output: Book chapter/Published conference paper › Conference paper › peer-review

  • Older Adults 100%
  • Multifractal Analysis 100%
  • Kinesio Taping 100%
  • Postural Control 100%
  • Adult Humans 100%
  3 Citations (Scopus)

• Rain streak removal from video sequence using spatiotemporal appearance

  Islam, M. R. & Paul, M., Dec 2019, 2019 Digital image computing: Techniques and applications (DICTA). USA: IEEE, Institute of Electrical and Electronics Engineers, p. 1-7 7 p. 8946080

  Research output: Book chapter/Published conference paper › Conference paper › peer-review

  • Video Sequences 100%
  • Gaussian Mixture 100%
  • Computer Vision Applications 50%
  • Vision Systems 50%
  • Convolutional Neural Network 50%
  3 Citations (Scopus)

• Readiness of smartphones for data collection and data mining with an example application in mental health

  Yates, D. & Islam, M. Z., 23 Nov 2019, Data mining: 17th Australasian conference, AusDM 2019, proceedings. Le, T. D., Liu, L., Ong, K.-L., Zhao, Y., Jin, W. H., Wong, S. & Williams, G. (eds.). Springer, Vol. 1127. p. 235-246 12 p. (Communications in Computer and Information Science; vol. 1127 CCIS).

  Research output: Book chapter/Published conference paper › Conference paper › peer-review

  • Machine Learning 100%
  • Data Mining 100%
  • Mental Health 100%
  • Smartphone 100%
  • Sensor Board 100%
  4 Citations (Scopus)

• Recent developments in data science: Comparing linear, ridge and lasso regressions techniques using wine data

  Thevaraja, M., Rahman, A. & Gabirial, M., Apr 2019, Proceedings of the International Conference on Digital Image & Signal Processing. Hidoussi, F. (ed.). United Kingdom: University of Oxford, p. 1-6 6 p. 217

  Research output: Book chapter/Published conference paper › Conference paper › peer-review

  • Linear Regression 100%
  • Regression Analysis 100%
  • Ridge 100%
  • Lasso Regression 100%
  • Big Data 100%
  10 Downloads (Pure)

• Retinal blood vessels extraction of challenging images

  Soomro, T. A., Gao, J., Lihong, Z., Afifi, A. J., Soomro, S. & Paul, M., 16 Feb 2019, Data mining: 16th Australasian conference, AusDM 2018, Bahrurst, NSW, Australia, November 28–30, 2018, revised selected papers. Zhao, Y., Warwick, G., Stirling, D., Li, C.-T., Koh, Y. S., Islam, R. & Islam, Z. (eds.). Springer-Verlag London Ltd., p. 347-359 13 p. (Communications in Computer and Information Science; vol. 996).

  Research output: Book chapter/Published conference paper › Conference paper › peer-review

  • Image Enhancement 100%
  • Retinal Blood Vessels Extraction 100%
  • Eye Disease 100%
  • Retina Image 100%
  • Retinal Blood Vessel 100%
  14 Citations (Scopus)

• Sequential deep learning for action recognition with synthetic multi-view data from depth maps

  Liang, B., Zheng, L. & Li, X., 2019, Data Mining: 16th Australasian Conference, AusDM 2018, Bahrurst, NSW, Australia, November 28–30, 2018, Revised selected papers. Zhao, Y., Warwick, G., Stirling, D., Li, C.-T., Koh, Y. S., Islam, R. & Islam, Z. (eds.). Springer-Verlag London Ltd., p. 360-371 12 p. (Communications in Computer and Information Science; vol. 996).

  Research output: Book chapter/Published conference paper › Conference paper › peer-review

  • Multi-view Data 100%
  • Depth Map 100%
  • Action Recognition 100%
  • Depth Sequences 100%
  • Sequential Deep Learning 100%
  1 Citation (Scopus)

• Singular value decomposition entropy as a measure of ankle dynamics efficacy in a Y-balance test following supportive lower limb taping

  Jelinek, H. F., Donnan, L. & Khandoker, A. H., 07 Oct 2019, 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2019. United States: IEEE, Institute of Electrical and Electronics Engineers, p. 2439-2442 4 p. 8856655. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS).

  Research output: Book chapter/Published conference paper › Conference paper › peer-review

  • Lower Limb 100%
  • Ankle 100%
  • Y-balance Test 100%
  • Singular Value Decomposition Entropy 100%
  • Singular Value Decomposition 100%
  6 Citations (Scopus)

• Sound detection technology and Heron's Law for secure monitoring system

  Neupane, P., Alsadoon, A., Kadhm, M. S., Prasad, P. W. C., Paul, M., Elchouemi, A. & Singh, A. K., Feb 2019, Proceedings of the International Conference on Machine Learning, Big Data, Cloud and Parallel Computing: Trends, Prespectives and Prospects, COMITCon 2019. IEEE, Institute of Electrical and Electronics Engineers, p. 531-537 7 p. 8862249. (Proceedings of the International Conference on Machine Learning, Big Data, Cloud and Parallel Computing: Trends, Prespectives and Prospects, COMITCon 2019).

  Research output: Book chapter/Published conference paper › Conference paper › peer-review

  • Monitoring System 100%
  • Sound Detection Algorithm 100%
  • Monitoring Zones 80%
  • Detection Algorithm 50%
  • External Source 50%

• SPAARC: A fast decision tree algorithm

  Yates, D., Islam, Z. & Gao, J., 2019, Data mining: 16th Australasian conference, AusDM 2018, revised selected papers . Islam, R., Koh, Y. S., Zhao, Y., Warwick, G., Stirling, D., Li, C.-T. & Islam, Z. (eds.). Singapore: Springer, Vol. 996. p. 43-55 13 p. 77. (Communications in Computer and Information Science ; vol. 996).

  Research output: Book chapter/Published conference paper › Conference paper › peer-review

  • Two-component 100%
  • Decision Tree Algorithm 100%
  • Numerical Attributes 100%
  • Fast Decision 100%
  • Split Point 100%
  7 Citations (Scopus)

• Sports highlights generation using decomposed audio information

  Islam, M. R., Paul, M., Antolovich, M. & Kabir, A., 2019, IEEE International Conference on Multimedia and Expo. United States: IEEE Xplore, p. 579-584 6 p.

  Research output: Book chapter/Published conference paper › Conference paper › peer-review

  • Audio Feature 100%
  • Visual Feature 100%
  • Sports Video Highlights 100%
  • Experimental Result 50%
  • State-of-the-Art Method 50%
  6 Citations (Scopus)

• Strided U-Net model: Retinal vessels segmentation using dice loss

  Soomro, T. A., Hellwich, O., Afifi, A. J., Gao, J., Paul, M. & Zheng, L., 16 Jan 2019, 2018 International Conference on Digital Image Computing: Techniques and Applications (DICTA 2018). Pickering, M., Zheng, L., You, S., Rahman, A., Murshed, M., Asikuzzaman, M., Natu, A., Robles-Kelly, A. & Paul, M. (eds.). United States: IEEE, Institute of Electrical and Electronics Engineers, 8 p. 8615770

  Research output: Book chapter/Published conference paper › Conference paper › peer-review

  • Retinal Vessel Segmentation 100%
  • Convolutional Neural Network 100%
  • Dice Loss 100%
  • U-Net 100%
  • Vessel Segmentation 100%
  66 Citations (Scopus)

• The MyHealthRecord system impacts on patient workflow in general practices

  Raza Khan, U., Zia, T. A., Pearce, C. & Perera, K., 08 Aug 2019, Digital health: Changing the way healthcare is conceptualised and delivered: Selected papers from the 27th Australian National Health Informatics Conference (HIC 2019). Cummings, E., Merolli, M. & Schaper, L. K. (eds.). Amsterdam, Netherlands: IOS Press, Vol. 266. p. 162-167 6 p. (Studies in Health Technology and Informatics; vol. 266).

  Research output: Book chapter/Published conference paper › Conference paper › peer-review

  Open Access

  File

  • General Practice 100%
  • System Impact 100%
  • Clinical Workflow 100%
  • Impact on Patients 100%
  • MyHealthRecord 100%
  8 Citations (Scopus)

  46 Downloads (Pure)

• Transforming ageing in community: Addressing global ageing vulnerabilities through smart communities

  Greig, J., Rehman, S., Ul-Haq, A. & Dresser, G., 2019, Proceedings of the 9th International Conference on Communities and Technologies - Transforming Communities. New York, USA: ACM, p. 228-238 11 p.

  Research output: Book chapter/Published conference paper › Conference paper › peer-review

  • Vulnerability 100%
  • Global Aging 100%
  • Smart Community 100%
  • Aging in Community 100%
  • Global Context 100%
  5 Citations (Scopus)

• Using Z-score to extract human readable logic rules from physiological data

  Costadopoulos, N., Islam, Z. & Tien, D., Oct 2019, Proceedings of 2019 11th International Conference on Knowledge and Systems Engineering, KSE 2019. Mothe, J., Son, L. H. & Quoc Vinh, N. T. (eds.). United States: IEEE, Institute of Electrical and Electronics Engineers, p. 1-6 6 p. 8919473

  Research output: Book chapter/Published conference paper › Conference paper › peer-review

  • Decision Tree 100%
  • Physiological Data 100%
  • Logic Rules 100%
  • Human-readable 100%
  • Score Conversion 100%
  3 Citations (Scopus)

• Virtual view quality enhancement using side view temporal modelling information for free viewpoint video

  Rahaman, D. M. M., Paul, M. & Shoumy, N. J., 16 Jan 2019, 2018 international conference on digital image computing: techniques and applications: DICTA 2018. Pickering, M., Zheng, L., You, S., Rahman, A., Murshed, M., Asikuzzaman, M., Natu, A., Robles-Kelly, A. & Paul, M. (eds.). United States: IEEE, Institute of Electrical and Electronics Engineers, 5 p. 8615827

  Research output: Book chapter/Published conference paper › Conference paper › peer-review

  • Free-viewpoint Video 100%
  • Gaussian Mixture Modeling 100%
  • Virtual View 100%
  • View Quality 100%
  • Temporal Modeling 100%

• Web sanitization from malicious code injection attacks

  Alnabulsi, H. & Islam, R., 2019, International Conference on Applications and Techniques in Cyber Security and Intelligence ATCI 2018 : Applications and Techniques in Cyber Security and Intelligence. Atiquzzaman, M., Xu, Z., Abawajy, J., Choo, K.-K. R. & Islam, R. (eds.). Springer-Verlag London Ltd., p. 251-261 11 p. (Advances in Intelligent Systems and Computing; vol. 842).

  Research output: Book chapter/Published conference paper › Conference paper › peer-review

  • Malicious Code 100%
  • Code Injection Attack 100%
  • Injection Vulnerability 100%
  • Malicious Code Injection 100%
  • Web Page 66%
  1 Citation (Scopus)
• 2018

  A conceptual framework of personally controlled electronic health record (PCEHR) system to enhance security and privacy

  Mamun, Q., 01 Jan 2018, International Conference on applications and Techniques in Cyber Security and Intelligence: Applications and techniques in Cyber security and intelligence. Abawajy, J., Choo, K.-K. R. & Islam, R. (eds.). Springer-Verlag London Ltd., Vol. 580. p. 304-314 11 p. (Advances in Intelligent Systems and Computing; vol. 580).

  Research output: Book chapter/Published conference paper › Conference paper › peer-review

  • Security Privacy 100%
  • E-HR 100%
  • Personally Controlled Electronic Health Record (PCEHR) 100%
  • Electronic Health Record System 100%
  • Security and Privacy 100%
  2 Citations (Scopus)