Research output per year
Research output per year
- 1 - 50 out of 165 results
Search results
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2025
Predicting Academic Performance of University Students Using Adaptive Neuro Fuzzy Inference System (ANFIS)- Subtractive Clustering Algorithm (ANFIS-SC): A Case Study in the UK
Soyoye, T., Chen, T. & Hill, R., 8 Jan 2025, Advances in Computational Intelligence Systems: Contributions Presented at the 23rd UK Workshop on Computational Intelligence (UKCI 2024). Zheng, H., Glass, D., Mulvenna, M., Liu, J. & Wang, H. (eds.). Springer, Cham, Vol. 1462. p. 315-333 19 p. (Advances in Intelligent Systems and Computing; vol. 1462).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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2024
A Comprehensive Review of Convolutional Neural Networks for Defect Detection in Industrial Applications
Khanam, R., Hussain, M., Hill, R. & Allen, P., 17 Jul 2024, In: IEEE Access. 12, p. 94250-94295 46 p., 10589380.Research output: Contribution to journal › Article › peer-review
Open Access27 Citations (Scopus) -
Defining Complex Adaptive Systems: An Algorithmic Approach
Ahmad, M. A., Baryannis, G. & Hill, R., 1 Feb 2024, In: Systems. 12, 2, 18 p., 45.Research output: Contribution to journal › Article › peer-review
Open Access1 Citation (Scopus) -
Development of A Convolutional Neural Network Architecture for Production Based Photovoltaic Fault Detection
Hussain, M., Chen, T., Titarenko, S., Hill, R. & Al-Aqrabi, H., 19 May 2024, Advances in Computational Intelligence Systems: Contributions Presented at the 21st UK Workshop on Computational Intelligence, September 7-9, 2022, Sheffield, UK. Panoutsos, G., Mahfouf, M. & Mihaylova, L. S. (eds.). 1st ed. Springer, Cham, p. 415-426 12 p. (Advances in Intelligent Systems and Computing).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Dynamic authentication for intelligent sensor clouds in the Internet of Things
Al-Aqrabi, H., Manasrah, A. M., Hill, R., Shatnawi, M. Q., Daoud, M. S. & Alkhzaimi, H., 1 Jun 2024, In: International Journal of Information Security. 23, 3, p. 2003-2021 19 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile1 Citation (Scopus) -
Enhancing stakeholder engagement in building energy performance assessment: A state-of-the-art literature survey
Farid, H. M. A., Iram, S., Shakeel, H. M. & Hill, R., 1 Nov 2024, In: Energy Strategy Reviews. 56, 17 p., 101560.Research output: Contribution to journal › Article › peer-review
Open Access -
Optimal smart contracts for controlling the environment in electric vehicles based on an Internet of Things network
Hijjawi, M., Jamil, F., Jamil, H., Alsboui, T., Hill, R. & Hameed, I. A., 1 Aug 2024, In: Computer Communications. 224, p. 192-212 21 p.Research output: Contribution to journal › Article › peer-review
Open Access1 Citation (Scopus) -
2023
An Innovative Machine Learning Technique for the Prediction of Weather Based Smart Home Energy Consumption
Iram, S., Al-Aqrabi, H., Shakeel, H., Farid, H. M. A., Riaz, M., Hill, R., Vethathir, P. & Alsboui, T., 27 Jul 2023, In: IEEE Access. 11, p. 76300-76320 21 p., 10155398.Research output: Contribution to journal › Article › peer-review
Open Access10 Citations (Scopus) -
A Review on Defect Detection of Electroluminescence-Based Photovoltaic Cell Surface Images Using Computer Vision
Hussain, T., Hussain, M., Al-Aqrabi, H., Alsboui, T. & Hill, R., 10 May 2023, In: Energies. 16, 10, 19 p., 4012.Research output: Contribution to journal › Review article › peer-review
Open Access13 Citations (Scopus) -
A Scalable Decentralized and Lightweight Access Control Framework Using IOTA Tangle for the Internet of Things
Alsboui, T., Hussain, M., Al-Aqrabi, H., Hill, R. & Hijjawi, M., 21 Apr 2023, Proceedings of the 8th International Conference on Internet of Things, Big Data and Security, IoTBDS 2023. Wills, G., Buttyan, L., Kacsuk, P. & Chang, V. (eds.). Science and Technology Publications, Lda., Vol. 1. p. 178-185 8 p. (International Conference on Internet of Things, Big Data and Security, IoTBDS - Proceedings; vol. 2023-April).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access2 Citations (Scopus) -
A web-based visual analytics platform to explore smart houses energy data for stakeholders: A case study of houses in the area of Manchester
Iram, S., Shakeel, H., Farid, H. M. A., Hill, R. & Fernando, T., 1 Oct 2023, In: Energy and Buildings. 296, 12 p., 113342.Research output: Contribution to journal › Article › peer-review
Open Access2 Citations (Scopus) -
Custom Lightweight Convolutional Neural Network Architecture For Automated Detection of Damaged Pallet Racking In Warehousing & Distribution Centers
Hussain, M. & Hill, R., 16 Jun 2023, In: IEEE Access. 11, p. 58879-58889 11 p., 10145104.Research output: Contribution to journal › Article › peer-review
Open Access13 Citations (Scopus) -
Domain Modelling For A Lightweight Convolutional Network Focused On Automated Exudate Detection in Retinal Fundus Images
Aydin, B. A., Hussain, M., Hill, R. & Al-Aqrabi, H., 24 Jul 2023, 2023 9th International Conference on Information Technology Trends: ITT 2023. Institute of Electrical and Electronics Engineers Inc., p. 145-150 6 p. 10184244Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
6 Citations (Scopus) -
Foreword: Higher Education Computer Science in a Post-Pandemic World
Baryannis, G. & Hill, R., 30 May 2023, Higher Education Computer Science: A Manual of Practical Approaches. Carter, J., O'Grady, M. & Rosen, C. (eds.). 2nd ed. Springer, Cham, p. v-vii 3 p.Research output: Chapter in Book/Report/Conference proceeding › Foreword/postscript › peer-review
Open Access -
Imputation of Missing Clinical Covariates for Downstream Classification Problems
Agbo, B., Al-Aqrabi, H., Alsboui, T., Hussain, M. & Hill, R., 26 Sep 2023, In: IEEE Access. 11, p. 102935-102943 9 p., 10256187.Research output: Contribution to journal › Article › peer-review
Open Access1 Citation (Scopus) -
Lightweight Convolutional Network For Automated Photovoltaic Defect Detection
Zahid, A., Hussain, M., Hill, R. & Al-Aqrabi, H., 24 Jul 2023, 2023 9th International Conference on Information Technology Trends: ITT 2023. Institute of Electrical and Electronics Engineers Inc., p. 133-138 6 p. 10184236Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
9 Citations (Scopus) -
Method Agnostic Model Class Reliance (MAMCR) Explanation of Multiple Machine Learning Models
Gunasekaran, A., Chen, M., Hill, R. & McCabe, K., 8 Mar 2023, Soft Computing and Its Engineering Applications : 4th International Conference, icSoftComp 2022, Proceedings. Patel, K. K., Santosh, K. C., Patel, A. & Ghosh, A. (eds.). 1st ed. Springer, Cham, Vol. 1788. p. 56-71 16 p. (Communications in Computer and Information Science; vol. 1788 CCIS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
2 Citations (Scopus) -
Missing Data Recovery for Downstream Learning in Low-Cost Environmental Sensor Networks
Agbo, B., Al-Aqrabi, H., Alsboui, T., Hussain, M. & Hill, R., 24 Jul 2023, 2023 9th International Conference on Information Technology Trends: ITT 2023. Institute of Electrical and Electronics Engineers Inc., p. 26-31 6 p. 10184239Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Multi-Mobile Agent Security by Design Itinerary Planning Approach in Wireless Sensor Network
Khan, S., Alsboui, T., Hill, R. & Al-Aqrabi, H., 16 Feb 2023, Ubiquitous Security: Second International Conference, UbiSec 2022, Zhangjiajie, China, December 28–31, 2022, Revised Selected Papers. Wang, G., Choo, K-K. R., Wu, J. & Damiani, E. (eds.). 1st ed. Springer Singapore, Vol. 1768 CCIS. p. 534-544 11 p. (Communications in Computer and Information Science; vol. 1768 CCIS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Predicting Academic Performance of University Students Using Machine Learning: A Case Study in the UK
Soyoye, T., Chen, T., Hill, R. & Mccabe, K., 19 Dec 2023, IEEE/WIC International Conference on Web Intelligence and Intelligent Agent Technology : WI-IAT 2023. IEEE, p. 431-434 4 p. 10350160Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open AccessFile3 Citations (Scopus) -
2022
A Case Study of Diabetes Diagnosis Using a Neuro-Fuzzy System
Russell, R., Chen, T. & Hill, R., 26 Oct 2022, Artificial Intelligence in Healthcare: Recent Applications and Developments. Chen, T., Carter, J., Mahmud, M. & Singh Khuman, A. (eds.). Springer Singapore, p. 277-298 22 p. (Brain Informatics and Health).Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review
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A Comprehensive State-of-the-Art Survey on Data Visualization Tools: Research Developments, Challenges and Future Domain Specific Visualization Framework
Shakeel, H., Iram, S., Al-Aqrabi, H., Alsboui, T. & Hill, R., 19 Sep 2022, In: IEEE Access. 10, p. 96581-96601 21 p.Research output: Contribution to journal › Article › peer-review
Open Access21 Citations (Scopus) -
A Dynamic Multi-Mobile Agent Itinerary Planning Approach in Wireless Sensor Networks via Intuitionistic Fuzzy Set
Alsboui, T., Hill, R., Al-Aqrabi, H., Farid, H., Riaz, M., Iram, S., Shakeel, H. & Hussain, M., 21 Oct 2022, In: Sensors (Switzerland). 22, 20, 17 p., 8037.Research output: Contribution to journal › Article › peer-review
Open Access15 Citations (Scopus) -
An Approach to Privacy-Preserving Distributed Intelligence for the Internet of Things
Alsboui, T., Al-Aqrabi, H., Hill, R. & Iram, S., 22 Apr 2022, Proceedings of the 7th International Conference on Internet of Things, Big Data and Security: IoTBDS 2022. Bastieri, D., Wills, G., Kacsuk, P. & Chang, V. (eds.). SciTePress, Vol. 1. p. 174-182 9 p. (Proceedings of the International Conference on Internet of Things, Big Data and Security).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access2 Citations (Scopus) -
Detection of a DC Electric Field Using Electro-Optical Crystals
Cristiano, A., Krupa, M. & Hill, R., 3 Dec 2022, Proceedings of 11th International Beam Instrumentation Conference: IBIC2022. Forck, P., Wawrzyniak, A., Schaa, V. R. W., Kowalski, G. W. & Cudek, A. (eds.). JACoW Publishing, p. 403-407 5 p. (Proceedings of the International Beam Instrumentation Conference, IBIC).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
Distributing On-Demand Analytics Processing on Heterogeneous Industrial Internet of Things Edge Hardware
Lane, P., Hill, R. & Berry, S., 7 Mar 2022, 2021 IEEE 9th International Conference on Smart City and Informatization (iSCI2021). LI, J., Luo, C. & Al-Turjman, F. (eds.). IEEE Computer Society, p. 62-69 8 p. 9724599. (Proceedings - 2021 IEEE 9th International Conference on Smart City and Informatization, iSCI 2021).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open AccessFile -
Domain Feature Mapping with YOLOv7 for Automated Edge-Based Pallet Racking Inspections
Hussain, M., Al-Aqrabi, H., Munawar, M., Hill, R. & Alsboui, T., 13 Sep 2022, In: Sensors (Switzerland). 22, 18, 13 p., 6927.Research output: Contribution to journal › Article › peer-review
Open Access62 Citations (Scopus) -
Effective Diagnosis of Parkinson’s Disease using Machine Learning Techniques
Dash, B., Chen, T. & Hill, R., 26 Oct 2022, Artificial Intelligence in Healthcare: Recent Applications and Developments. Chen, T., Carter, J., Mahmud, M. & Singh Khuman, A. (eds.). 1st ed. Springer Singapore, p. 107-124 18 p. (Brain Informatics and Health).Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review
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Electro-Optic Sensor for Measuring Electrostatic Fields in the Frequency Domain
Cristiano, A., Krupa, M. & Hill, R., 1 Sep 2022, In: Applied Sciences (Switzerland). 12, 17, 18 p., 8544.Research output: Contribution to journal › Article › peer-review
Open Access2 Citations (Scopus) -
Exudate Regeneration for Automated Exudate Detection in Retinal Fundus Images
Hussain, M., Al-Aqrabi, H., Munawar, M., Hill, R. & Parkinson, S., 12 Sep 2022, In: IEEE Access. 11 p., 9885192.Research output: Contribution to journal › Article › peer-review
Open Access20 Citations (Scopus) -
Feature Mapping for Rice Leaf Defect Detection Based on a Custom Convolutional Architecture
Hussain, M., Al-Aqrabi, H., Munawar, M. & Hill, R., 4 Dec 2022, In: Foods. 11, 23, 18 p., 3914.Research output: Contribution to journal › Article › peer-review
Open Access14 Citations (Scopus) -
Missing Data Imputation in the Internet of Things Sensor Networks
Agbo, B., Al-Aqrabi, H., Hill, R. & Alsboui, T., 6 May 2022, In: Future Internet. 14, 5, 16 p., 143.Research output: Contribution to journal › Article › peer-review
Open Access23 Citations (Scopus) -
Moving toward Smart Manufacturing with an Autonomous Pallet Racking Inspection System Based on MobileNetV2
Hussain, M., Chen, T. & Hill, R., 1 Aug 2022, In: Journal of Manufacturing and Materials Processing. 6, 4, 17 p., 75.Research output: Contribution to journal › Article › peer-review
Open Access24 Citations (Scopus) -
PV-CrackNet Architecture for Filter Induced Augmentation and Micro-Cracks Detection within a Photovoltaic Manufacturing Facility
Hussain, M., Al-Aqrabi, H. & Hill, R., 18 Nov 2022, In: Energies. 15, 22, 16 p., 8667.Research output: Contribution to journal › Article › peer-review
Open Access22 Citations (Scopus) -
Statistical Analysis and Development of an Ensemble-Based Machine Learning Model for Photovoltaic Fault Detection
Hussain, M., Al-Aqrabi, H. & Hill, R., 1 Aug 2022, In: Energies. 15, 15, 14 p., 5492.Research output: Contribution to journal › Article › peer-review
Open Access19 Citations (Scopus) -
2021
An energy efficient multi-mobile agent itinerary planning approach in wireless sensor networks
Alsboui, T., Qin, Y., Hill, R. & Al-Aqrabi, H., 1 Sep 2021, In: Computing. 103, 9, p. 2093-2113 21 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile10 Citations (Scopus) -
Developing a Learning Analytics Model to Explore Computer Science Student Motivation in the UK
Al Ansari, H., Ward, R. & Hill, R., 2 Aug 2021, Proceedings 21st IEEEE International Conference on Advanced Learning Technologies: ICALT 2021. Chang, M., Chen, N-S., Sampson, D. G. & Tlili, A. (eds.). IEEE, p. 442-444 3 p. 9499817. (Proceedings (IEEE International Conference on Advanced Learning Technologies)).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
2 Citations (Scopus) -
Distributed Intelligence in the Internet of Things: Challenges and Opportunities
Alsboui, T., Qin, L., Hill, R. & Al-Aqrabi, H., 1 Jul 2021, In: Computer Science. 2, 4, 16 p., 277.Research output: Contribution to journal › Article › peer-review
Open Access28 Citations (Scopus) -
Guide to Industrial Analytics: Solving Data Science Problems for Manufacturing and the Internet of Things
Hill, R. & Berry, S., 28 Sep 2021, 1 ed. Cham: Springer Nature Switzerland AG. 275 p. (Texts in Computer Science)Research output: Book/Report › Book › peer-review
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Refinement of weights using attribute support for multiple attribute decision making
Zhang, H., Zhou, Y., Chen, T., Hill, R., Wang, Z. & Chen, Y., 8 Sep 2021, In: Journal of Computational Science. 54, p. 26-39 14 p., 101440.Research output: Contribution to journal › Article › peer-review
Open AccessFile3 Citations (Scopus) -
2020
A Multi-layer Security Model for 5G-Enabled Industrial Internet of Things
Al-Aqrabi, H., Pulikkakudi Johnson, A., Hill, G., Lane, P. & Liu, L., 6 Jan 2020, Smart City and Informatization: 7th International Conference, iSCI 2019, Guangzhou, China, November 12–15, 2019, Proceedings. Wang, G., El Saddik, A., Lai, X., Martinez Perez, G. & Choo, K-K. R. (eds.). 1 ed. Springer Singapore, p. 279-292 14 p. (Communications in Computer and Information Science; vol. 1122 CCIS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open AccessFile16 Citations (Scopus) -
An Analysis on Scrum Methodology in Global Software Development – GSD
Ahmad, A., Lu, J., Wade, S., Hill, R. & McCluskey, L., 16 Dec 2020, 2020 International Conference on Computational Science and Computational Intelligence (CSCI 2020). Guerrero, J. (ed.). IEEE, p. 1807-1812 6 p. 9457918Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open AccessFile -
Best Fit Missing Value Imputation (BFMVI) Algorithm for Incomplete Data in the Internet of Things
Agbo, B., Qin, Y. & Hill, R., 7 May 2020, Proceedings of the 5th International Conference on Internet of Things, Big Data and Security: IoTBDS 2020. Wills, G., Kacsuk, P. & Chang, V. (eds.). SciTePress, Vol. 1. p. 130-137 8 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access7 Citations (Scopus) -
Bio-Inspired Approaches to Safety and Security in IoT-Enabled Cyber-Physical Systems
Johnson, A., Al-Aqrabi, H. & Hill, R., 5 Feb 2020, In: Sensors. 20, 3, p. 1-19 19 p., 844.Research output: Contribution to journal › Article › peer-review
Open Access10 Citations (Scopus) -
Blended Learning Content Generation: A Guide for Busy Academics
Hill, R., 5 Jun 2020, p. 1-18, 18 p.Research output: Working paper › Preprint
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Condition Monitoring of Motorised Devices for Smart Infrastructure Capabilities
Mistry, P., Lane, P., Allen, P., Al-Aqrabi, H. & Hill, G., 6 Jan 2020, Smart City and Informatization: 7th International Conference, iSCI 2019, Guangzhou, China, November 12–15, 2019, Proceedings. Wang, G., El Saddik, A., Lai, X., Martinez Perez, G. & Choo, K-K. R. (eds.). 1st ed. Springer Singapore, p. 392-403 12 p. (Communications in Computer and Information Science; vol. CCIS 1122).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open AccessFile2 Citations (Scopus) -
Digital Forensic Investigation of Internet of Things (IoT) Devices
Montasari, R., Jahankhani, H., Hill, R. & Parkinson, S., 10 Dec 2020, 1st ed. Springer Nature Switzerland AG. 335 p. (Advanced Sciences and Technologies for Security Applications)Research output: Book/Report › Book › peer-review
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Digital Forensics: Challenges and Opportunities for Future Studies
Montasari, R., Hill, R., Parkinson, S., Peltola, P., Hosseinian-Far, A. & Daneshkhah, A., 1 Apr 2020, In: International Journal of Organizational and Collective Intelligence. 10, 2, p. 37-53 17 p.Research output: Contribution to journal › Article › peer-review
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Edge Intelligence and the Industrial Internet of Things
Hill, R. & Al-Aqrabi, H., 2020, Advances in Edge Computing: Massive Parallel Processing and Applications. Xhafa, F. & Sangaiah, A. K. (eds.). IOS Press, Vol. 35. p. 178-196 19 p. (Advances in Parallel Computing; vol. 35).Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review
Open AccessFile1 Citation (Scopus) -
Enabling distributed intelligence for the Internet of Things with IOTA and mobile agents
Alsboui, T., Qin, L., Hill, R. & Al-Aqrabi, H., 1 Jun 2020, In: Computing (Vienna/New York). 102, 6, p. 1345-1363 19 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile33 Citations (Scopus)