Friso De Boer

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Mirjam JonkmanCharles Darwin UniversityVerified email at cdu.edu.au
Sami AzamProfessor, Charles Darwin UniversityVerified email at cdu.edu.au
Asif Karim, PhDLecturer (Discipline of IT) - Charles Darwin University, AustraliaVerified email at cdu.edu.au
Bharanidharan ShanmugamShaping next generation digital skill sets, Charles Darwin UniversityVerified email at cdu.edu.au
Dr. Eva IgnatiousLecturer in Charles Darwin University (PhD in Electronics/Electrical/Biomedical Engineering)Verified email at cdu.edu.au
Greg HeinsHead of Research and Development, Regal Beloit, Asia PacificVerified email at regalbeloit.com
Kheng Cher YeoCharles Darwin UniversityVerified email at cdu.edu.au
Pronab GhoshGraduate Research Assistant, Lakehead University, Ontario, Canada.Verified email at lakeheadu.ca
F M Javed Mehedi ShamratMaster of Computer Science, University of Malaya, Kuala Lumpur, MalaysiaVerified email at siswa.um.edu.my
Fahad FaisalAssistant Professor, Daffodil International UniversityVerified email at diu.edu.bd
Shahana ShultanaGraduate Teaching Assistant, Department of Computer Science, George Mason UniversityVerified email at gmu.edu
Dadong WangSenior Principal Research Scientist, Research Team Leader, Quantitative Imaging, CSIRO Data61Verified email at csiro.au
Ludwig Kian Soon HoonMenzies School of Health Research, Charles Darwin UniversityVerified email at menzies.edu.au
Dr. Fernaz Narin NurAssociate Professor of CSE, Notre Dame University BangladeshVerified email at ndub.edu.bd
Sanaz KavianpourLecturer in Cybersecurity, Abertay University.Verified email at abertay.ac.uk
Mazdak ZamaniNew York University - Felician UniversityVerified email at NYU.EDU
Krishnan KannoorpattiCharles Darwin universityVerified email at cdu.edu.au
Abdul Hasib SiddiqueMember BOT, Associate Professor, Chief Coordinating Officer (CCO), University of ScholarsVerified email at ius.edu.bd
Khac Duc DoCurtin UniversityVerified email at curtin.edu.au
Amit YadavUniversity of California, San DiegoVerified email at ucsd.edu

Friso De Boer

Charles Darwin University

Verified email at cdu.edu.au

bio-signal processing machine learning data analysis mechatronics


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Efficient prediction of cardiovascular disease using machine learning algorithms with relief and LASSO feature selection techniques P Ghosh, S Azam, M Jonkman, A Karim, FMJM Shamrat, E Ignatious, ... IEEE Access 9, 19304-19326, 2021	346	2021
Frequency Bands Effects on QRS Detection. M Elgendi, M Jonkman, F De Boer Biosignals 2003, 2002, 2010	164	2010
Toward a heuristic optimum design of rolling schedules for tandem cold rolling mills DD Wang, AK Tieu, FG De Boer, B Ma, WYD Yuen Engineering Applications of Artificial Intelligence 13 (4), 397-406, 2000	114	2000
Intrusion detection system for Internet of Things based on a machine learning approach C Liang, B Shanmugam, S Azam, M Jonkman, F De Boer, ... 2019 International Conference on Vision Towards Emerging Trends in …, 2019	60	2019
BreastNet18: a high accuracy fine-tuned VGG16 model evaluated using ablation study for diagnosing breast cancer from enhanced mammography images S Montaha, S Azam, AKMRH Rafid, P Ghosh, MZ Hasan, M Jonkman, ... Biology 10 (12), 1347, 2021	58	2021
LungNet22: a fine-tuned model for multiclass classification and prediction of lung disease using X-ray images FMJM Shamrat, S Azam, A Karim, R Islam, Z Tasnim, P Ghosh, F De Boer Journal of Personalized Medicine 12 (5), 680, 2022	55	2022
High-precision multiclass classification of lung disease through customized MobileNetV2 from chest X-ray images FMJM Shamrat, S Azam, A Karim, K Ahmed, FM Bui, F De Boer Computers in Biology and Medicine 155, 106646, 2023	54	2023
Heart rate variability and the acceleration plethysmogram signals measured at rest M Elgendi, M Jonkman, F DeBoer Biomedical Engineering Systems and Technologies: Third International Joint …, 2011	50	2011
Improved QRS detection algorithm using dynamic thresholds M Elgendi, M Jonkman, F De Boer International Journal of Hybrid Information Technology 2 (1), 65-80, 2009	50	2009
An overview of blockchain applications and attacks RR Vokerla, B Shanmugam, S Azam, A Karim, F De Boer, M Jonkman, ... 2019 international conference on vision towards emerging trends in …, 2019	47	2019
R wave detection using Coiflets wavelets M Elgendi, M Jonkman, F De Boer 2009 IEEE 35th Annual Northeast Bioengineering Conference, 1-2, 2009	47	2009
Critical review of machine learning approaches to apply big data analytics in DDoS forensics KS Hoon, KC Yeo, S Azam, B Shunmugam, F De Boer 2018 International Conference on Computer Communication and Informatics …, 2018	46	2018
A systematic literature review of authentication in Internet of Things for heterogeneous devices S Kavianpour, B Shanmugam, S Azam, M Zamani, G Narayana Samy, ... Journal of Computer Networks and Communications 2019, 2019	41	2019
AlzheimerNet: An effective deep learning based proposition for alzheimer’s disease stages classification from functional brain changes in magnetic resonance images FMJM Shamrat, S Akter, S Azam, A Karim, P Ghosh, Z Tasnim, KM Hasib, ... IEEE Access 11, 16376-16395, 2023	40	2023
An intelligent spam detection model based on artificial immune system AJ Saleh, A Karim, B Shanmugam, S Azam, K Kannoorpatti, M Jonkman, ... Information 10 (6), 209, 2019	40	2019
A robust QRS complex detection algorithm using dynamic thresholds M Elgendi, S Mahalingam, M Jonkman, F De Boer International Symposium on Computer Science and its Applications, 153-158, 2008	36	2008
A comprehensive unsupervised framework for chronic kidney disease prediction L Antony, S Azam, E Ignatious, R Quadir, AR Beeravolu, M Jonkman, ... IEEE Access 9, 126481-126501, 2021	34	2021
Factors affecting staff turnover of young academics: Job embeddedness and creative work performance in higher academic institutions IA Shah, A Yadav, F Afzal, SMZA Shah, D Junaid, S Azam, M Jonkman, ... Frontiers in Psychology 11, 570345, 2020	34	2020
TSFD-Net: Tissue specific feature distillation network for nuclei segmentation and classification T Ilyas, ZI Mannan, A Khan, S Azam, H Kim, F De Boer Neural Networks 151, 1-15, 2022	33	2022
Heart rate variability measurement using the second derivative photoplethysmogram M Elgendi, M Jonkman, F DeBoer International Conference on Bio-inspired Systems and Signal Processing 2, 82-87, 2010	30	2010

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