Article

Dineley, A, Natalia, F and Sudirman, S (2024) DATA AUGMENTATION FOR OCCLUSION-ROBUST TRAFFIC SIGN RECOGNITION USING DEEP LEARNING. ICIC Express Letters, Part B: Applications, 15 (4). pp. 381-388. ISSN 2185-2766

Irvine, FRR, Natalia, F, Sudirman, S and Ko, CS (2023) Automated Physical Distancing Monitoring Using YOLOV3. ICIC Express Letters, Part B: Applications, 14 (8). pp. 869-876. ISSN 2185-2766

Sujadi, I, Natalia, F, Ferdinand, FV, Sudirman, S and Ko, CS (2022) A Mobile-Based COVID-19 Decision Support System Using Dempster-Shafer Theory. ICIC Express Letters, Part B: Applications, 13 (6). pp. 615-622. ISSN 2185-2766

Sudirman, S, Natalia, F, Sophian, A and Ashraf, A (2022) Pulsed Eddy Current signal processing using wavelet scattering and Gaussian process regression for fast and accurate ferromagnetic material thickness measurement. Alexandria Engineering Journal, 61 (12). pp. 11239-11250. ISSN 1110-0168

Natalia, F, Young, JC, Afriliana, N, Meidia, H, Yunus, RE and Sudirman, S (2022) Automated selection of mid-height intervertebral disc slice in traverse lumbar spine MRI using a combination of deep learning feature and machine learning classifier. PLoS One, 17 (1). ISSN 1932-6203

Thioanda, F, Natalia, F, Ferdinand, FV, Sudirman, S and Ko, CS (2021) Mobile Application for Asthma Prediction using Fuzzy-Certainty Factor Expert System. ICIC Express Letters, Part B: Applications, 12 (9). pp. 389-346. ISSN 2185-2766

Setiawan, NB, Natalia, F, Ferdinand, FV, Sudirman, S and Ko, CS (2021) Classification of Skin Diseases and Disorders using Convolutional Neural Network on a Mobile Application. ICIC Express Letters, Part B: Applications, 12 (8). pp. 715-722. ISSN 2185-2766

Natalia, F, Meidia, H, Afriliana, N, Young, JC, Yunus, RE, Al-Jumaily, M, Al-Kafri, AS and Sudirman, S (2020) Automated measurement of anteroposterior diameter and foraminal widths in MRI images for lumbar spinal stenosis diagnosis. PLoS One, 15 (11). ISSN 1932-6203

Sahisnu, JS, Natalia, F, Ferdinand, FV, Sudirman, S and Ko, C-S (2020) Vaccine prediction system using ARIMA method. ICIC Express Letters, Part B: Applications, 11 (6). pp. 567-575. ISSN 2185-2766

Song, C, Wang, H, Zhang, W, Sudirman, S and Zhu, H (2020) A blockchain based Buyer-seller Watermark Protocol with Trustless Third party. Recent Advances in Electrical and Electronic Engineering. ISSN 2352-0965

Ur Rahman, H, Merabti, M, Llewellyn-Jones, D, Sudirman, S and Ghani, A (2020) Structuring communities for sharing human digital memories in a social P2P network. Peer-to-Peer Networking and Applications, 13. pp. 1629-1642. ISSN 1936-6442

Liu, L, Xie, C, Wang, R, Yang, P, Sudirman, S, Zhang, J, Liu, W and Wang, F (2020) Deep Learning based Automatic Multi-Class Wild Pest Monitoring Approach using Hybrid Global and Local Activated Features with Stationary Trap Devices. IEEE Transactions on Industrial Informatics, 17 (11). pp. 7589-7598. ISSN 1551-3203

Natalia, F, Meidia, H, Afriliana, N, Young, JC and Sudirman, S (2020) Contour evolution method for precise boundary delineation of medical images. TELKOMNIKA : Telecommunication, Computing, Electronics and Control, 18 (3). pp. 1621-1632. ISSN 1693-6930

Song, C, Gao, T, Gong, Y, Sudirman, S, Wang, H and Zhu, H (2020) Fully Automatic Ultrasound Fetal Heart Image Detection and Segmentation based on Texture Analysis. Investigacion Clinica, 61 (2). pp. 600-608. ISSN 0535-5133

Ur Rahman, H, Merabti, M, Llewellyn-Jones, D, Sudirman, S and Ghani, A (2020) A community‐based social P2P network for sharing human life digital memories. Transactions on Emerging Telecommunications Technologies. ISSN 2161-3915

Djuyandi, Y, Herdiansah, AG, Yulita, IN and Sudirman, S (2019) Using vote E-recapitulation as a means to anticipate public disorders in election security in Indonesia. Humanities and Social Sciences Reviews, 7 (5). pp. 111-122. ISSN 2395-6518

Young, S, Natalia, F, Sudirman, S and Ko, CS (2019) Eyeglasses frame selection based on oval face shape using convolutional neural network. ICIC Express Letters, Part B: Applications, 10 (8). pp. 707-715. ISSN 2185-2766

Liu, L, Wang, R, Xie, C, Yang, P, Wang, F, Sudirman, S and Liu, W (2019) PestNet: An End-to-End Deep Learning Approach for Large-Scale Multi-Class Pest Detection and Classification. IEEE Access. ISSN 2169-3536

Al-Kafri, AS, Sudirman, S, Hussain, A, Al-Jumeily, D, Natalia, F, Meidia, H, Afriliana, N, Al-Rashdan, W, Bashtawi, M and Al-Jumaily, M (2019) Boundary Delineation of MRI Images for Lumbar Spinal Stenosis Detection through Semantic Segmentation using Deep Neural Networks. IEEE Access. ISSN 2169-3536

Qurratu aini, D, Sophian, A, Sediono, W, Yusof, HM and Sudirman, S (2018) Visual-based fingertip detection for hand rehabilitation. Indonesian Journal of Electrical Engineering and Computer Science, 9 (2). ISSN 2502-4752

Sang, J, Wu, X, Song, C and Sudirman, S (2017) Multiparty multilevel watermarking protocol for digital secondary market based on iris recognition technology. Recent Advances in Electrical & Electronic Engineering, 10 (1). pp. 47-59. ISSN 2352-0965

Sudirman, S, Song, C and Sang, J (2016) A buyer-seller watermarking protocol for digital secondary market. Multimedia Tools and Applications. ISSN 1573-7721

Sudirman, S, Sophian, A, Za’aba, A, Qurratu’aini, D and Sediono, W (2016) Markerless detection of fingertips of object-manipulating hand. ARPN Journal of Engineering and Applied Sciences, 11 (23). ISSN 1819-6608

Tully, D, El Rhalibi, A, Carter, C and Sudirman, S (2015) Hybrid 3D Rendering of Large Map Data for Crisis Management. ISPRS International Journal of Geo-Information, 4 (3). pp. 1033-1054. ISSN 2220-9964

Conference or Workshop Item

Mahyoub, M, Abdulhussain, SH, Natalia, F, Sudirman, S and Mahmmod, BM (2023) Abstract Pattern Image Generation using Generative Adversarial Networks. In: Proceedings - 2023 15 International Conference on Developments in eSystems Engineering, (DESE) , 2023-J. pp. 172-177. (2023 15 International Conference on Developments in eSystems Engineering, (DESE), 09-12 January 2023, Baghdad & Anbar, Iraq).

Mahyoub, M, Natalia, F, Sudirman, S, Jasim Al-Jumaily, AH and Liatsis, P (2023) Brain Tumor Segmentation in Fluid-Attenuated Inversion Recovery Brain MRI using Residual Network Deep Learning Architectures. In: Proceedings - 2023 15 International Conference on Developments in eSystems Engineering (DeSE) , 2023-J. pp. 486-491. (2023 15 International Conference on Developments in eSystems Engineering (DeSE), 09-12 January 2023, Baghdad & Anbar, Iraq).

Mahyoub, M, Natalia, F, Sudirman, S, Liatsis, P and Jasim Al-Jumaily, AH (2023) Data Augmentation Using Generative Adversarial Networks to Reduce Data Imbalance with Application in Car Damage Detection. In: Proceedings - 2023 15th International Conference on Developments in eSystems Engineering (DESE) , 2023-J. pp. 480-485. (2023 15th International Conference on Developments in eSystems Engineering (DESE), 09-12 January 2023, Baghdad & Anbar, Iraq).

Mahyoub, M, Natalia, F, Sudirman, S, Al-Jumaily, AHJ and Liatsis, P (2023) Semantic Segmentation and Depth Estimation of Urban Road Scene Images Using Multi-Task Networks. In: Proceedings - 2023 15th International Conference on Developments in eSystems Engineering (DESE) , 2023-J. pp. 469-474. (2023 15th International Conference on Developments in eSystems Engineering (DESE), 9-12 Jan. 2023, Baghdad & Anbar, Iraq).

Mahyoub, M, Natalia, F, Sudirman, S and Mustafina, J (2023) Sign Language Recognition using Deep Learning. In: Proceedings - 2023 International Conference on Developments in eSystems Engineering(DeSE) , 2023-J. pp. 184-189. (2023 15th International Conference on Developments in eSystems Engineering (DeSE), 9th Jan to 12th Jan 2023, Baghdad and Anbar, Iraq).

Natalia, F, Meidia, H, Afriliana, N, Al-Kafri, AS, Sudirman, S, Simpson, A, Sophian, A, Al-Jumaily, M, Al-Rashdan, W and Bashtawi, M (2019) Development of Ground Truth Data for Automatic Lumbar Spine MRI Image Segmentation. In: 2018 IEEE 20th International Conference on High Performance Computing and Communications . (THE 3rd INTERNATIONAL WORKSHOP ON INTERNET OF THINGS FOR BIG DATA HEALTHCARE, 28 June 2018 - 30 June 2018, Exeter, United Kingdom).

Al-Kafri, AS, Sudirman, S, Hussain, AJ, Al-Jumeily, D, Fergus, P, Natalia, F, Meidia, H, Afriliana, N, Sophian, A, Al-Jumaily, M, Al-Rashdan, W and Bashtawi, M (2018) Segmentation of Lumbar Spine MRI Images for Stenosis Detection using Patch-based Pixel Classification Neural Network. In: 2018 IEEE Congress on Evolutionary Computation (CEC) . (IEEE Congress on Evolutionary Computation (IEEE CEC) as part of the IEEE World Congress on Computational Intelligence (IEEE WCCI), 08 July 2018 - 13 July 2018, Rio de Janeiro, BRAZIL).

Tully, D, El Rhalibi, A, Carter, C and Sudirman, S (2016) Generating a Novel Scene-Graph for a Modern GIS Rendering Framework. In: IEEE DESE 2016 - Developments in eSystems Engineering, 31 August 2016 - 02 September 2016, Liverpool and Leeds, UK.

Al Kafri, A, Sudirman, S, Hussain, A, Fergus, P, Al-Jumeily, D, Al-Jumaily, M and Alaskar, H (2016) A Framework on A Computer Assisted and Systematic Methodology for Detection of Chronic Lower Back Pain using Artificial Intelligence and Computer Graphics Technologies. In: Intelligent Computing Theories and Application: Lecture Notes in Computer Science , 9771. pp. 843-854. (2016 International Conference on Intelligent Computation, 02 August 2016 - 05 August 2016, Lanzhou,China).

El Rhalibi, A and Sudirman, S (2015) Improving Camera Pose Estimation for Indoor Marker-less Augmented Reality. In: 2015 IEEE International Conference on Computer and Information Technology; Ubiquitous Computing and Communications; Dependable, Autonomic and Secure Computing; Pervasive Intelligence and Computing (CIT/IUCC/DASC/PICOM) . pp. 994-999. (The 15th IEEE International Conference on Computer and Information Technology, (IEEE CIT-2015), 26th - 28th October 2015, Liverpool, UK).

Song, C, Xiao, P, Sudirman, S and Merabti, M (2014) Region Adaptive Digital Image Watermarking System using DWT-SVD algorithm. In: 2014 NASA/ESA Conference on Adaptive Hardware and Systems (AHS . (NASA/ESA Conference on Adaptive Hardware and Systems (AHS), 14 July 2014 - 17 July 2014, Univ Leicester, Leicester, ENGLAND).

Ur Rahman, Haseeb, Merabti, M, Llewellyn-Jones, D and Sudirman, S (2011) Memory Threads: Organizing Digital Memories to Organize Social P2P Networks. In: 12th Annual Postgraduate Symposium on Convergence of Telecommunications, Networking and Broadcasting, 27th - 28th June 2011, Liverpool.

Song, C, Sudirman, S and Merabti, M (2011) Region Adaptive Digital Image Watermarking System Using DWT-SVD Algorithm. In: 12th Annual Postgraduate Symposium on Convergence of Telecommunications, Networking and Broadcasting, 27th - 28th June 2011, Liverpool.

Rahman, HU, Merabti, M, Llewellyn-Jones, D and Sudirman, S (2010) Investigating Sharing in Memory for Life Systems. In: The 11th Annual Conference on the Convergence of Telecommunications, Networking & Broadcasting (PGNet 2010), 21st - 22nd June 2010, Liverpool, UK.

Friska, N and Sudirman, S Classification of Sagittal Lumbar Spine MRI for Lumbar Spinal Stenosis Detection using Transfer Learning of a Deep Convolutional Neural Network. In: IEEE Explore . (World Conference on Smart Trends in Systems, 29 July 2021 - 30 July 2021, London). (Accepted)

Liu, L, Wang, R, Xie, C, Yang, P, Sudirman, S, Wang, F and Li, R Deep Learning based Automatic Approach using Hybrid Global and Local Activated Features towards Large-scale Multi-class Pest Monitoring. In: IEEE International Conference on Industrial Informatics, 22 July 2019 - 25 July 2019, Helnsinki, Finland. (Accepted)

Al-kafri, A, Sudirman, S, Hussain, A, Al-Jumeily, D, Al-Jumaily, M, Al-Rashdan, W, Bashtawi, M and Fergus, P Lumbar Spine Discs Labeling using Axial View MRI Based on the Pixels Coordinate and Gray Level Features. In: Lecture Notes in Computer Science . (2017 International Conference on Intelligent Computing, 07 August 2017 - 10 August 2017, Liverpool, UK). (Accepted)

Mulyono, TM, Natalia, F and Sudirman, S A Study of Data Mining Methods for Identification Undernutrition and Overnutrition in Obesity. In: 3rd International Conference on Software and e e-Business, 09 December 2019 - 12 December 2019, Tokyo. (Accepted)