Abbod, M. and Shieh, JS. (2022) 'Special Issue “Advanced Signal Processing in Wearable Sensors for Health Monitoring”'. Sensors, 22 (6). pp. 1 - 3. ISSN: 1424-8220 Open Access Link

Mathunjwa, BM., Lin, Y-T., Lin, C-H., Abbod, MF., Sadrawi, M. and Shieh, J-S. (2022) 'ECG Recurrence Plot-Based Arrhythmia Classification Using Two-Dimensional Deep Residual CNN Features'. Sensors, 22 (4). pp. 1 - 26. ISSN: 1424-8220 Open Access Link

Ala’raj, M., Abbod, MF., Majdalawieh, M. and Jum’a, L. (2022) 'A deep learning model for behavioural credit scoring in banks'. Neural Computing and Applications, 34 (8). pp. 5839 - 5866. ISSN: 0941-0643

Liao, Y-H., Shih, C-H., Abbod, M., Shieh, J-S. and Hsiao, Y-J. (2022) 'Development of an E-nose System using Machine Learning Methods to Predict Ventilator-Associated Pneumonia'. Microsystem Technologies., 28 (1). pp. 341 - 351. ISSN: 0946-7076 Open Access Link

Mathunjwa, BM., Lin, Y-T., Lin, C-H., Abbod, MF., Sadrawi, M. and Shieh, J-S. (2022) 'ECG Recurrence Plot-Based Arrhythmia Classification Using Two-Dimensional Deep Residual CNN Features.'. Sensors, 22. pp. 1660 - 1660.

Adibhatla, VA., Huang, Y-C., Chang, M-C., Kuo, H-C., Utekar, A., Chih, H-C., Abbod, MF. and Shieh, J-S. et al. (2021) 'Unsupervised anomaly detection in printed circuit boards through student–teacher feature pyramid matching'. Electronics (Switzerland), 10 (24). pp. 1 - 15.Open Access Link

Gaballa, M., Abbod, M. and Jameel, A. (2021) 'Power Optimization Analysis using Throughput Maximization in MISO Non-Orthogonal Multiple Access System'.2021 IEEE Globecom Workshops (GC Wkshps). Madrid, Spain (virtual). 7 - 11 December. IEEE. pp. 1 - 6.Open Access Link

Gaballa, M., Abbod, M. and Albasman, M. (2021) 'Power Allocation & MRC Analysis for Single Input Multi Output Non-Orthogonal Multiple Access System'.2021 IEEE International Conferences on Internet of Things (iThings) and IEEE Green Computing & Communications (GreenCom) and IEEE Cyber, Physical & Social Computing (CPSCom) and IEEE Smart Data (SmartData) and IEEE Congress on Cybermatics (Cybermatics). Melbourne, Australia (virtual). 6 - 8 December. IEEE. pp. 168 - 173.

Ala'raj, M., Radi, M., Abbod, MF., Majdalawieh, M. and Parodi, M. (2021) 'Data-driven based HVAC optimisation approaches: A Systematic Literature Review'. Journal of Building Engineering, 46. pp. 1 - 25. ISSN: 2352-7102

Chen, Y-F., Fan, S-Z., Abbod, MF., Shieh, J-S. and Zhang, M. (2021) 'Electroencephalogram variability analysis for monitoring depth of anesthesia'. Journal of Neural Engineering, 18 (6). pp. 1 - 15. ISSN: 1741-2560 Open Access Link

Chen, J., Abbod, MF. and Shieh, J-S. (2021) 'Automatic control of anesthesia via different vital signs', in Rajendram, R., Patel, VB., Preedy, VR. and Martin, CR. (eds.) Treatments, Mechanisms, and Adverse Reactions of Anesthetics and Analgesics. Cambridge, MA, USA : Academic Press. pp. 33 - 41. ISBN 10: 0-12-820237-8. ISBN 13: 978-0-12-820238-8.

Bawa, A., Banitsas, K. and Abbod, M. (2021) 'A Review on the Use of Microsoft Kinect for Gait Abnormality and Postural Disorder Assessment'. Journal of Healthcare Engineering, 2021. pp. 1 - 19. ISSN: 2040-2295 Open Access Link

Galvao, LG., Abbod, M., Kalganova, T., Palade, V. and Huda, MN. (2021) 'Pedestrian and Vehicle Detection in Autonomous Vehicle Perception Systems—A Review'. Sensors, 21 (21). pp. 1 - 47. ISSN: 1424-8220 Open Access Link

Hsieh, Y-L. and Abbod, MF. (2021) 'Gait analyses of parkinson’s disease patients using multiscale entropy'. Electronics (Switzerland), 10 (21). pp. 1 - 21.Open Access Link

Gaballa, M., Abbod, M., Jameel, A. and Khaled, N. (2021) 'Throughput Maximization Power Optimization Analysis in Non-Orthogonal Multiple Access System'.4th IEEE 5G World Forum (5GWF). Montreal, QC, Canada (virtual). 13 - 15 October. IEEE. pp. 82 - 87.

Singh, RSS., Halim, TNA., Anand, TJS. and Abbod, M. (2021) 'Multilevel Voltage-Based Coordinating Controller Modeling, Development, and Performance Analysis', in Narejo, GB., Acharya, B., Singh, RSS. and Newagy, F. (eds.) Microgrids: Design, Challenges, and Prospects. Boca Raton, LA, USA : CRC Press. pp. 255 - 277. ISBN 10: 1-003-12162-4. ISBN 13: 978-0-367-48795-9.

Sadrawi, M., Lin, YT., Lin, CH., Mathunjwa, B., Hsin, HT., Fan, SZ., Abbod, MF. and Shieh, JS. et al. (2021) 'Non-Invasive Hemodynamics Monitoring System Based on Electrocardiography via Deep Convolutional Autoencoder'. Sensors (Basel, Switzerland), 21 (18). pp. 1 - 20. ISSN: 1424-8220 Open Access Link

Cretu, I., Tindale, A., Abbod, M., Meng, H., Balachandran, W., Mason, M. and Khir, A. et al. (2021) 'Abstract ESAO 2021'. The International Journal of Artificial Organs, 44 (9). pp. 605 - 606. ISSN: 0391-3988 Open Access Link

Al-Majidi, SD., Al-Nussairi, MK., Rashed, JR. and Abbod, MF. (2021) 'Assessment of roof-top photovoltaic installations on the total harmonic distortion of low voltage distribution networks'.56th International Universities Power Engineering Conference: Powering Net Zero Emissions, UPEC 2021. Middlesbrough, United Kingdom. 31 - 3 September. IEEE. pp. 1 - 6.

Sommerville, S., Taylor, GA. and Abbod, M. (2021) 'Frequency stability considerations of reciprocating gas engine generators in microgrids'.56th International Universities Power Engineering Conference (UPEC). Middlesbrough, United Kingdom. 31 - 3 September. IEEE. pp. 1 - 6.Open Access Link

Richardson, W., Butt, UJ. and Abbod, M. (2021) 'Critical Review of Cyber Warfare Against Industrial Control Systems', in Jahankhani, H., Kendzierskyj, S. and Akhgar, B. (eds.) Advanced Sciences and Technologies for Security Applications. Cham, Switzerland : Springer, Cham. pp. 415 - 434. ISBN 10: 3-030-72120-5. ISBN 13: 978-3-030-72119-0.

Madanu, R., Rahman, F., Abbod, MF., Fan, S-Z. and Shieh, J-S. (2021) 'Depth of anesthesia prediction via EEG signals using convolutional neural network and ensemble empirical mode decomposition'. Mathematical Biosciences and Engineering, 18 (5). pp. 5047 - 5068. ISSN: 1547-1063 Open Access Link

Adibhatla, VA., Chih, H-C., Hsu, C-C., Cheng, J., Abbod, MF. and Shieh, J-S. (2021) 'Applying deep learning to defect detection in printed circuit boards via a newest model of you-only-look-once'. Mathematical Biosciences and Engineering, 18 (4). pp. 4411 - 4428. ISSN: 1547-1063 Open Access Link

Butt, UJ., Richardson, W., Abbod, M., Agbo, H-M. and Eghan, C. (2021) 'The Deployment of Autonomous Drones During the COVID-19 Pandemic', in Jahankhani, H., Jamal, A. and Lawson, S. (eds.) Advanced Sciences and Technologies for Security Applications. Cham, Switzerland : Springer, Cham. pp. 183 - 220. ISBN 10: 3-030-68534-9. ISBN 13: 978-3-030-68533-1.

Ala’raj, M., Abbod, MF. and Majdalawieh, M. (2021) 'Modelling customers credit card behaviour using bidirectional LSTM neural networks'. Journal of Big Data, 8 (1). pp. 1 - 27.Open Access Link

Nyanteh, AO., Li, M., Abbod, MF. and Al-Raweshidy, HS. (2021) 'CloudSimHypervisor: Modeling and Simulating Network Slicing in Software-Defined Cloud Networks'. IEEE Access, 9. pp. 72484 - 72498. ISSN: 2169-3536 Open Access Link

Roy Chowdhury, M., Madanu, R., Abbod, MF., Fan, S-Z. and Shieh, J-S. (2021) 'Deep learning via ECG and PPG signals for prediction of depth of anesthesia'. Biomedical Signal Processing and Control, 68. pp. 1 - 12. ISSN: 1746-8094

Chen, J., Abbod, M. and Shieh, J-S. (2021) 'Pain and Stress Detection Using Wearable Sensors and Devices—A Review'. Sensors, 21 (4). pp. 1 - 18. ISSN: 1424-8220 Open Access Link

Mecheter, I., Amira, A., Abbod, M. and Zaidi, H. (2021) 'Deep Learning based Segmentation for Multi MR Imaging Protocols using Transfer Learning for PET Attenuation Correction.'.2020 IEEE Symposium Series on Computational Intelligence (SSCI). Canberra, Australia. 5 - 4 November. IEEE. pp. 2516 - 2520.Open Access Link

Nawaiseh, AK. and Abbod, MF. (2020) 'Financial Statement Audit Utilising Naive Bayes Networks, Decision Trees, Linear Discriminant Analysis and Logistic Regression'.International Conference on Business and Technology (ICBT 2020). Istanbul, Turkey. 14 - 15 November. Springer International Publishing. pp. 1305 - 1320. ISSN: 2367-3370

Abbod, M. and Shieh, J-S. (2020) 'Special Issue "Advanced Signal Processing in Intelligent Systems for Health Monitoring"'. Sensors, 19. pp. 1 - 4.Open Access Link

Mathunjwa, BM., Lin, Y-T., Lin, C-H., Abbod, M. and Shieh, J-S. (2020) 'ECG arrhythmia classification by using a recurrence plot and convolutional neural network'. Biomedical Signal Processing and Control, 64. pp. 102262 - 102262. ISSN: 1746-8094 Open Access Link

Al-Falooji, N. and Abbod, M. (2020) 'Helicopter Control Using Fuzzy Logic and Narma-L2 Techniques'. I.J. Intelligent Systems and Applications, 5 (5). pp. 1 - 14. ISSN: 2074-904X Open Access Link

Chen, Y-L., Fan, S-Z., Abbod, M. and Shieh, J-S. (2020) 'Applying CLDNN to Time-Frequency Image of EEG Signals to Predict Depth of Anesthesia'. International Journal of Bioscience, Biochemistry and Bioinformatics. ISSN: 2010-3638 Open Access Link

Sadrawi, M., Husaini., Yunus, J., Irwansyah., Abbod, MF. and Shieh, JS. (2020) 'Higher resolution input image of convolutional neural network of reinforced concrete earthquake-generated crack classification and localization'.International Conference on Experimental and Computational Mechanics in Engineering (ICECME) 2019. Banda Aceh, Indonesia. 1 - 19 September. IOP Publishing. pp. 1 - 7. ISSN: 1757-8981 Open Access Link

Gaballah, M., Alfadhli, M. and Abbod, M. (2020) 'Network Structure Routing Protocols of WSN: Focus, Review Analysis'.2nd International Conference on Broadband Communications, Wireless Sensors and Powering (BCWSP). Yogyakarta, Indonesia (virtual). 28 - 30 September. IEEE. pp. 36 - 41.

Venkat Anil Adibhatla, VA., Chih, H-C., Hsu, C-C., Cheng, J., Abbod, M. and Shieh, JS. (2020) 'Defect Detection in Printed Circuit Boards Using You-Only-Look-Once Convolutional Neural Networks'. Electronics, 9 (9). pp. 1 - 16.Open Access Link

Aljuaid, A. and Abbod, M. (2020) 'Artificial Intelligence-Based E-Recruitments System'.10th IEEE International Conference on Intelli­gent Systems IS’20. Varna, Bulgaria. 18 - 30 August. IEEE. pp. 144 - 147.Open Access Link

Al-Majidi, SD., Abbod, MF. and Al-Raweshidy, HS. (2020) 'Maximum Power Point Tracking Technique based on a Neural-Fuzzy Approach for Stand-alone Photovoltaic System'.55th International Universities Power Engineering Conference (UPEC). Turin, Italy (virtual). 1 - 4 September. IEEE. pp. 1 - 6.

Alrashedi, A. and Abbod, M. (2020) 'The Effect of Using Artificial Intelligence on Performance of Appraisal System: A Case Study for University of Jeddah Staff in Saudi Arabia'.SAI Intelligent Systems Conference. Springer International Publishing. pp. 145 - 154. ISSN: 2194-5357 Open Access Link

Mecheter, I., Amira, A., Abbod, M. and Zaidi, H. (2020) 'Brain MR imaging segmentation using convolutional auto encoder network for PET attenuation correction'.SAI Intelligent Systems Conference. Springer International Publishing. pp. 430 - 440. ISSN: 2194-5357 Open Access Link

Alhnaity, B. and Abbod, M. (2020) 'A new hybrid financial time series prediction model.'. Engineering Applications of Artificial Intelligence, 95 (October 2020). pp. 1 - 14. ISSN: 0952-1976 Open Access Link

Alhnaity, B. and Abbod, M. (2020) 'A new hybrid financial time series prediction model'. Engineering Applications of Artificial Intelligence, 95 (October 2020). pp. 1 - 14. ISSN: 0952-1976 Open Access Link

Amato, L., Abbod, M., Manivannan, N., Di Natale, F., Lancia, A. and Balachandran, W. (2020) 'NOx Abatement using DBD Nonthermal Plasma: Effect of Reactor Configurations'.2020 IEEE Industry Applications Society Annual Meeting. Detroit, MI, USA.Open Access Link

Liao, Y-H., Yu, Y-N., Abbod, M., Shih, C-H. and Shieh, J-S. (2020) 'Using Artificial Neural Network to Predict a Variety of Pathogenic Microorganisms'. Sensors and Materials, 32 (7). pp. 2375 - 2385. ISSN: 0914-4935 Open Access Link

Sadrawi, M., Lin, Y-T., Lin, C-H., Mathunjwa, B., Fan, S-Z., Abbod, MF. and Shieh, J-S. et al. (2020) 'Genetic Deep Convolutional Autoencoder Applied for Generative Continuous Arterial Blood Pressure via Photoplethysmography.'. Sensors, 20 (14). pp. 1 - 18. ISSN: 1424-8220 Open Access Link

Sadrawi, M., Lin, Y-T., Lin, C-H., Mathunjwa, B., Fan, S-Z., Abbod, M. and Shieh, J-S. et al. (2020) 'Deep Convolutional Autoencoder Applied for Generative Continuous Arterial Blood Pressure via Photoplethysmography'. Sensors. ISSN: 1424-8220 Open Access Link

Mecheter, I., Alic, L., Abbod, M., Amira, A. and Ji, J. (2020) 'MR images-based attenuation correction of brain PET imaging: Review of literature on machine-learning approaches for segmentation'. Journal of Digital Imaging, 33 (5). pp. 1224 - 1241. ISSN: 0897-1889 Open Access Link

almajidi, S., Abbod, M. and Al-Raweshidy, H. (2020) 'A Particle Swarm Optimisation-trained Feedforward Neural Network for Predicting the Maximum Power Point of a Photovoltaic Array'. Engineering Applications of Artificial Intelligence, 92. pp. 103688 - 103688. ISSN: 0952-1976 Open Access Link

Alnaim, N., Abbod, M. and Swash, R. (2020) 'Recognition of Holoscopic 3D Video Hand Gesture Using Convolutional Neural Networks'. Technologies, 8 (2). pp. 1 - 23.Open Access Link

Alniam, N., Abbod, M. and Swash, R. (2020) '3D Micro Hand Gesture Recognition using Deep Learning Algorithm'. Technologies: Computer Vision and Image Processing Technologies. ISSN: 2227-7080 Open Access Link