Naghdy, Golshah

Research Areas

0906 - ELECTRICAL AND ELECTRONIC ENGINEERING

Selected Publications

Journal Article

Year	Title
2020	Classification of multiclass imbalanced data using cost-sensitive decision tree c5.0 Published In IAES International Journal of Artificial Intelligence Volume 9 Pages 65 - 72 Altmetric
2019	Body postural sway analysis in older people with different fall histories Published In Medical and Biological Engineering and Computing Volume 57 Pages 533 - 542 ISSN 0140-0118 Altmetric
2019	Chemotherapy-induced fatigue estimation using hidden Markov model Published In Biocybernetics and Biomedical Engineering Volume 39 Pages 176 - 187 Altmetric
2019	Investigating the detection of intention signal during different exercise protocols in robot-assisted hand movement of stroke patients and healthy subjects using EEG-BCI system Published In Advances in Science, Technology and Engineering Systems Volume 4 Pages 300 - 307 Altmetric
2019	Quantitative and non-invasive measurement of exercise-induced fatigue Published In Proceedings of the Institution of Mechanical Engineers Part P: Journal of Sports Engineering and Technology Volume 233 Pages 34 - 45 ISSN 1754-3371 Altmetric
2019	Review of the application of machine learning to the automatic semantic annotation of images Published In IET Image Processing Volume 13 Pages 1232 - 1245 ISSN 1751-9667 Altmetric
2018	Design of adaptive control and virtual reality-based fine hand motion rehabilitation system and its effects in subacute stroke patients Published In Computer Methods in Biomechanics and Biomedical Engineering: Imaging & Visualization Volume 6 Pages 678 - 686 Altmetric
2018	Measurement and validation of exercise induced fatigue through inertial motion analysis Published In ASME Journal of Engineering and Science in Medical Diagnostics and Therapy Volume 1 Pages 021007-1 - 021007-11 Altmetric
2018	The Combined Effects of Adaptive Control and Virtual Reality on Robot-Assisted Fine Hand Motion Rehabilitation in Chronic Stroke Patients: A Case Study Published In Journal of Stroke and Cerebrovascular Diseases Volume 27 Pages 221 - 228 ISSN 1052-3057 Altmetric
2017	Automatic Affect Perception Based on Body Gait and Posture: A Survey Published In International Journal of Social Robotics Volume 9 Pages 617 - 641 ISSN 1875-4791 Altmetric
2017	Objective clinical gait analysis using inertial sensors and six minute walking test Published In Pattern Recognition Volume 63 Pages 246 - 257 ISSN 1873-5142 Altmetric
2016	Fall Risk Assessment in Older People Published In The International Journal of Engineering and Science Volume 5 Pages 1 - 14 ISSN 2319-1813
2015	Balance assessment in older people using inertial sensors Published In Journal of Medical and Bioengineering Volume 4 Pages 139 - 144 Altmetric
2015	Unsupervised region of intrest detection using fast and surf Published In Computer Science & Information Technology Volume 5 Pages 63 - 72 Altmetric
2012	Computer aided decision support system for cervical cancer classification Published In Proceedings of SPIE - International Society for Optical Engineering Volume 8499 Pages 1 - 13 Altmetric
2012	Objective clinical fitness assessment using inertial sensors Published In Procedia Engineering Volume 41 Pages 443 - 449 Altmetric
2007	Automatic image annotation for semantic image retrieval Published In Lecture Notes in Computer Science: Advances in Visual Information Systems Volume 4781 Pages 369 - 378 Altmetric
2007	Multiresolution video object extraction fitted to scalable wavelet-based object coding Published In IET Image Processing Volume 1 Pages 21 - 38 ISSN 1751-9667 Altmetric

Chapter

Year	Title
2018	Temporal Difference (TD) based critic-actor adaptive control for a fine hand motion rehabilitation robot Published In Mechatronics and Machine Vision in Practice 3 Publisher Cham, Switzerland: Springer Pages 195 - 207 ISBN 9783319769462 Altmetric

Conference Paper

Year	Title
2019	Elimination of Spatial Incoherency in Bag-of-Visual Words Image Representation Using Visual Sentence Modelling Published In International Conference on Image and Vision Computing New Zealand (IVCNZ 2018) Altmetric
2018	Assessing the Risk of Fall in Older People through Turning Test Published In 2018 IEEE International Symposium on Medical Measurements and Applications, Proceedings: MeMeA Pages 1 - 6 Altmetric
2018	Investigating electrode sites for intention detection during robot based hand movement using EEG-BCI system Published In Proceedings - 2018 IEEE 18th International Conference on Bioinformatics and Bioengineering, BIBE 2018 Pages 177 - 180 Altmetric
2018	Quantitative frailty assessment using activity of daily living (ADL) Published In Proceedings - 2018 IEEE 18th International Conference on Bioinformatics and Bioengineering, BIBE 2018 Pages 269 - 272 Altmetric
2017	Clinical effectiveness of combined virtual reality and robot assisted fine hand motion rehabilitation in subacute stroke patients Published In IEEE International Conference on Rehabilitation Robotics Pages 511 - 515 Altmetric
2016	Objective clinical functional assessment of breast cancer patients using inertial motion capture Published In IEEE Region 10 Conference (TENCON) Pages 2935 - 2938 Altmetric
2016	Objective fatigue measurement through adaptive neuro-fuzzy inference system Published In 23rd International Conference on Mechatronics and Machine Vision in Practice (M2VIP) Pages 1 - 6 Altmetric
2015	Impact of age on body postural sway Published In TENCON 2015 - 2015 IEEE Region 10 Conference Pages 1 - 6 Altmetric
2015	Assessment of exercise induced fatigue through motion analysis Published In TENCON 2015 - 2015 IEEE Region 10 Conference Pages 1 - 4 Altmetric
2015	Bag-of-visual words codebook development for the semantic content based annotation of images Published In 2015 11th International Conference on Signal-Image Technology & Internet-Based Systems Pages 7 - 14 Altmetric
2015	Efficient region of interest detection using blind image division Published In 2015 Signal Processing Symposium, SPSympo 2015 Pages 222 - 227 Altmetric
2015	Reinforcement learning neural network (RLNN) based adaptive control of fine hand motion rehabilitation robot Published In Control Applications (CCA), 2015 IEEE Conference on Pages 941 - 946
2014	Unsupervised image classification by probabilistic latent semantic analysis for the annotation of images Published In 2014 International Conference on Digital Image Computing: Techniques and Applications, DICTA 2014 Pages 1 - 8 Altmetric
2013	Assessing the Impact of Fatigue on Gait Using Inertial Sensors Published In 2013 IEEE/ASME International Conference on Advanced Intelligent Mechatronics (AIM) Pages 307 - 312 Altmetric
2013	Fall risk assessment in older people using inertial sensors Published In Enabling Active Ageing Conference Proceedings: The 12th National Conference of Emerging Researchers in Ageing Pages 56 - 56
2012	Morphological characteristics of cervical cells for cervical cancer diagnosis Published In Proceedings of the 2011 2nd International Congress on Computer Applications and Computational Science, Volume 2 Pages 235 - 243 Altmetric
2012	Perceptions of a gender-inclusive curriculum amongst Australian information and communications technology academics Published In Proceedings of the Fourteenth Australasian Computing Education Conference, ACE2012 Pages 7 - 14
2011	Cervical cancer classification using Gabor filters Published In 2011 1st IEEE International Conference on Healthcare Informatics, Imaging and Systems Biology, HISB 2011 Pages 48 - 52 Altmetric
2011	Objective functional capacity assessment using inertial sensor Published In Proceedings 2011 1st IEEE International Conference on Healthcare Informatics, Imaging and Systems Biology (HISB) Pages 272 - 277 Altmetric
2010	3D Geometric and Haptic Modeling of Hand-Woven Textile Artifacts Published In World Computer Congress Pages 87 - 100 Altmetric
2010	Classification cervical cancer using histology images Published In International Conference on Computer Engineering and Applications Pages 515 - 519 Altmetric
2009	A generic approach to haptic modeling of textile artifacts Published In SPIE Optics and Photonics: Image and Signal Processing Pages 7440G-1 - 7440G-9 Altmetric
2009	An analysis of medical image processing methods for segmentation of the inner ear Published In IADIS Multiconference, Computer Graphics, Visualization, Computer Vision and Image Processing Pages 213 - 218
2008	3D geometric modelling of hand-woven textile Published In IS&T/SPIE 20th Annual Symposium Electronic Imaging Science and Technology Pages 31 - 41 Altmetric
2007	A multi-class image classification system using salient features and support vector machines Published In International Conference on Intelligent Sensors, Sensor Networks and Information Processing Pages 431 - 436 Altmetric
2007	Automatic annotation of digital images using colour structure and edge direction Published In International Conference on Signal Processing and Communication Systems Pages 9 - 12 Altmetric

Investigator On

Year	Title
2009	Addressing ICT curriculum recommendations from surveys of academics, workplace graduates and employers Awarded by: Australian Learning & Teaching Council (ALTC) Funding Scheme: Priority Projects Program

Advisees

Graduate Advising Relationship

Degree	Research Title	Advisee
Doctor of Philosophy	Development of an Efficient Method for Automatic Detection of Seizure Origin in Epilepsy Patients.	Butt, Maryam
Doctor of Philosophy	Quantitative measurement and Assessment of Frailty in Elderly	Panhwar, Yasmeen Naz
Doctor of Philosophy	Application of unsupervised image classification to semantic based image retrieval	Olaode, Abass

Located In Facility

Building 35, Room G39

Research Areas

0906 - ELECTRICAL AND ELECTRONIC ENGINEERING

Selected Publications

Journal Article

Year	Title
2020	Classification of multiclass imbalanced data using cost-sensitive decision tree c5.0 Published In IAES International Journal of Artificial Intelligence Volume 9 Pages 65 - 72 Altmetric
2019	Body postural sway analysis in older people with different fall histories Published In Medical and Biological Engineering and Computing Volume 57 Pages 533 - 542 ISSN 0140-0118 Altmetric
2019	Chemotherapy-induced fatigue estimation using hidden Markov model Published In Biocybernetics and Biomedical Engineering Volume 39 Pages 176 - 187 Altmetric
2019	Investigating the detection of intention signal during different exercise protocols in robot-assisted hand movement of stroke patients and healthy subjects using EEG-BCI system Published In Advances in Science, Technology and Engineering Systems Volume 4 Pages 300 - 307 Altmetric
2019	Quantitative and non-invasive measurement of exercise-induced fatigue Published In Proceedings of the Institution of Mechanical Engineers Part P: Journal of Sports Engineering and Technology Volume 233 Pages 34 - 45 ISSN 1754-3371 Altmetric
2019	Review of the application of machine learning to the automatic semantic annotation of images Published In IET Image Processing Volume 13 Pages 1232 - 1245 ISSN 1751-9667 Altmetric
2018	Design of adaptive control and virtual reality-based fine hand motion rehabilitation system and its effects in subacute stroke patients Published In Computer Methods in Biomechanics and Biomedical Engineering: Imaging & Visualization Volume 6 Pages 678 - 686 Altmetric
2018	Measurement and validation of exercise induced fatigue through inertial motion analysis Published In ASME Journal of Engineering and Science in Medical Diagnostics and Therapy Volume 1 Pages 021007-1 - 021007-11 Altmetric
2018	The Combined Effects of Adaptive Control and Virtual Reality on Robot-Assisted Fine Hand Motion Rehabilitation in Chronic Stroke Patients: A Case Study Published In Journal of Stroke and Cerebrovascular Diseases Volume 27 Pages 221 - 228 ISSN 1052-3057 Altmetric
2017	Automatic Affect Perception Based on Body Gait and Posture: A Survey Published In International Journal of Social Robotics Volume 9 Pages 617 - 641 ISSN 1875-4791 Altmetric
2017	Objective clinical gait analysis using inertial sensors and six minute walking test Published In Pattern Recognition Volume 63 Pages 246 - 257 ISSN 1873-5142 Altmetric
2016	Fall Risk Assessment in Older People Published In The International Journal of Engineering and Science Volume 5 Pages 1 - 14 ISSN 2319-1813
2015	Balance assessment in older people using inertial sensors Published In Journal of Medical and Bioengineering Volume 4 Pages 139 - 144 Altmetric
2015	Unsupervised region of intrest detection using fast and surf Published In Computer Science & Information Technology Volume 5 Pages 63 - 72 Altmetric
2012	Computer aided decision support system for cervical cancer classification Published In Proceedings of SPIE - International Society for Optical Engineering Volume 8499 Pages 1 - 13 Altmetric
2012	Objective clinical fitness assessment using inertial sensors Published In Procedia Engineering Volume 41 Pages 443 - 449 Altmetric
2007	Automatic image annotation for semantic image retrieval Published In Lecture Notes in Computer Science: Advances in Visual Information Systems Volume 4781 Pages 369 - 378 Altmetric
2007	Multiresolution video object extraction fitted to scalable wavelet-based object coding Published In IET Image Processing Volume 1 Pages 21 - 38 ISSN 1751-9667 Altmetric

Chapter

Year	Title
2018	Temporal Difference (TD) based critic-actor adaptive control for a fine hand motion rehabilitation robot Published In Mechatronics and Machine Vision in Practice 3 Publisher Cham, Switzerland: Springer Pages 195 - 207 ISBN 9783319769462 Altmetric

Conference Paper

Year	Title
2019	Elimination of Spatial Incoherency in Bag-of-Visual Words Image Representation Using Visual Sentence Modelling Published In International Conference on Image and Vision Computing New Zealand (IVCNZ 2018) Altmetric
2018	Assessing the Risk of Fall in Older People through Turning Test Published In 2018 IEEE International Symposium on Medical Measurements and Applications, Proceedings: MeMeA Pages 1 - 6 Altmetric
2018	Investigating electrode sites for intention detection during robot based hand movement using EEG-BCI system Published In Proceedings - 2018 IEEE 18th International Conference on Bioinformatics and Bioengineering, BIBE 2018 Pages 177 - 180 Altmetric
2018	Quantitative frailty assessment using activity of daily living (ADL) Published In Proceedings - 2018 IEEE 18th International Conference on Bioinformatics and Bioengineering, BIBE 2018 Pages 269 - 272 Altmetric
2017	Clinical effectiveness of combined virtual reality and robot assisted fine hand motion rehabilitation in subacute stroke patients Published In IEEE International Conference on Rehabilitation Robotics Pages 511 - 515 Altmetric
2016	Objective clinical functional assessment of breast cancer patients using inertial motion capture Published In IEEE Region 10 Conference (TENCON) Pages 2935 - 2938 Altmetric
2016	Objective fatigue measurement through adaptive neuro-fuzzy inference system Published In 23rd International Conference on Mechatronics and Machine Vision in Practice (M2VIP) Pages 1 - 6 Altmetric
2015	Impact of age on body postural sway Published In TENCON 2015 - 2015 IEEE Region 10 Conference Pages 1 - 6 Altmetric
2015	Assessment of exercise induced fatigue through motion analysis Published In TENCON 2015 - 2015 IEEE Region 10 Conference Pages 1 - 4 Altmetric
2015	Bag-of-visual words codebook development for the semantic content based annotation of images Published In 2015 11th International Conference on Signal-Image Technology & Internet-Based Systems Pages 7 - 14 Altmetric
2015	Efficient region of interest detection using blind image division Published In 2015 Signal Processing Symposium, SPSympo 2015 Pages 222 - 227 Altmetric
2015	Reinforcement learning neural network (RLNN) based adaptive control of fine hand motion rehabilitation robot Published In Control Applications (CCA), 2015 IEEE Conference on Pages 941 - 946
2014	Unsupervised image classification by probabilistic latent semantic analysis for the annotation of images Published In 2014 International Conference on Digital Image Computing: Techniques and Applications, DICTA 2014 Pages 1 - 8 Altmetric
2013	Assessing the Impact of Fatigue on Gait Using Inertial Sensors Published In 2013 IEEE/ASME International Conference on Advanced Intelligent Mechatronics (AIM) Pages 307 - 312 Altmetric
2013	Fall risk assessment in older people using inertial sensors Published In Enabling Active Ageing Conference Proceedings: The 12th National Conference of Emerging Researchers in Ageing Pages 56 - 56
2012	Morphological characteristics of cervical cells for cervical cancer diagnosis Published In Proceedings of the 2011 2nd International Congress on Computer Applications and Computational Science, Volume 2 Pages 235 - 243 Altmetric
2012	Perceptions of a gender-inclusive curriculum amongst Australian information and communications technology academics Published In Proceedings of the Fourteenth Australasian Computing Education Conference, ACE2012 Pages 7 - 14
2011	Cervical cancer classification using Gabor filters Published In 2011 1st IEEE International Conference on Healthcare Informatics, Imaging and Systems Biology, HISB 2011 Pages 48 - 52 Altmetric
2011	Objective functional capacity assessment using inertial sensor Published In Proceedings 2011 1st IEEE International Conference on Healthcare Informatics, Imaging and Systems Biology (HISB) Pages 272 - 277 Altmetric
2010	3D Geometric and Haptic Modeling of Hand-Woven Textile Artifacts Published In World Computer Congress Pages 87 - 100 Altmetric
2010	Classification cervical cancer using histology images Published In International Conference on Computer Engineering and Applications Pages 515 - 519 Altmetric
2009	A generic approach to haptic modeling of textile artifacts Published In SPIE Optics and Photonics: Image and Signal Processing Pages 7440G-1 - 7440G-9 Altmetric
2009	An analysis of medical image processing methods for segmentation of the inner ear Published In IADIS Multiconference, Computer Graphics, Visualization, Computer Vision and Image Processing Pages 213 - 218
2008	3D geometric modelling of hand-woven textile Published In IS&T/SPIE 20th Annual Symposium Electronic Imaging Science and Technology Pages 31 - 41 Altmetric
2007	A multi-class image classification system using salient features and support vector machines Published In International Conference on Intelligent Sensors, Sensor Networks and Information Processing Pages 431 - 436 Altmetric
2007	Automatic annotation of digital images using colour structure and edge direction Published In International Conference on Signal Processing and Communication Systems Pages 9 - 12 Altmetric

Investigator On

Year	Title
2009	Addressing ICT curriculum recommendations from surveys of academics, workplace graduates and employers Awarded by: Australian Learning & Teaching Council (ALTC) Funding Scheme: Priority Projects Program

Advisees

Graduate Advising Relationship

Degree	Research Title	Advisee
Doctor of Philosophy	Development of an Efficient Method for Automatic Detection of Seizure Origin in Epilepsy Patients.	Butt, Maryam
Doctor of Philosophy	Quantitative measurement and Assessment of Frailty in Elderly	Panhwar, Yasmeen Naz
Doctor of Philosophy	Application of unsupervised image classification to semantic based image retrieval	Olaode, Abass

Located In Facility

Building 35, Room G39

Naghdy, Golshah Associate Professor

Associate Professor

Overview

Research Areas

Publications

Selected Publications

Journal Article

Chapter

Conference Paper

Funding

Investigator On

Supervision

Advisees

Graduate Advising Relationship

Contact

Located In Facility

Overview

Research Areas

Publications

Selected Publications

Journal Article

Chapter

Conference Paper

Funding

Investigator On

Supervision

Advisees

Graduate Advising Relationship

Contact

Located In Facility

Visualisations

Research Areas