Walayat Hussain
| Contact category | Researcher |
|---|---|
| Job title | Senior Lecturer |
| Research institute | Peter Faber Business School |
| Faculty of Law and Business |
Research outputs
Seventeen Years of the ACM Transactions on Multimedia Computing, Communications and Applications : A Bibliometric Overview
Hussain, Walayat, Gao, Honghao, Karim, Rafiul and El Saddik, Abdulmotaleb. (2024). Seventeen Years of the ACM Transactions on Multimedia Computing, Communications and Applications : A Bibliometric Overview. ACM Transactions on Multimedia Computing, Communications, and Applications. 20(2), pp. 1-21. https://doi.org/10.1145/3660347Journal article
Intersection of Machine Learning and Mobile Crowdsourcing : A Systematic Topic-driven Review
Chen, Weisi, Hussain, Walayat, Al-Qudah, Islam, Al-Naymat, Ghazi and Zhang, Xu. (2024). Intersection of Machine Learning and Mobile Crowdsourcing : A Systematic Topic-driven Review. Personal and Ubiquitous Computing. pp. 1-30. https://doi.org/10.1007/s00779-024-01820-wJournal article
Revolutionising healthcare with artificial intelligence : A bibliometric analysis of 40 years of progress in health systems
Hussain, Walayat, Mabrok, Mohamed, Gao, Honghao, Rabhi, Fethi A. and Rashed, Essam A.. (2024). Revolutionising healthcare with artificial intelligence : A bibliometric analysis of 40 years of progress in health systems. Digital Health. 10, pp. 1-20. https://doi.org/10.1177/20552076241258757Journal article
Deep Learning for Financial Time Series Prediction : A State-of-the-Art Review of Standalone and Hybrid Models
Chen, Weisi, Hussain, Walayat, Cauteruccio, Francesco and Zhang, Xu. (2024). Deep Learning for Financial Time Series Prediction : A State-of-the-Art Review of Standalone and Hybrid Models. Not Listed - Awaiting Journal Creation. 139(1), pp. 187-224. https://doi.org/10.32604/cmes.2023.031388Journal article
Analysing trust, security and cost of cloud consumer’s reviews using RNN, LSTM, and GRU
Raza, Raheel, Hussain, Walayat and Rajaeian, Mohammad Mehdi. (2023). Analysing trust, security and cost of cloud consumer’s reviews using RNN, LSTM, and GRU. In In Hussain, Walayat, Gao, Honghao, Rabhi, Fethi and Martinez, Luis (Ed.). Advances in complex decision making: Using machine learning and tools for service-oriented computing pp. 52 - 65 CRC Press. https://doi.org/10.1201/9781003340621-4Book chapter
Preserving Academic Integrity in Teaching with ChatGPT : Practical Strategies
Raza, Muhammad Raheel and Hussain, Walayat. (2023). Preserving Academic Integrity in Teaching with ChatGPT : Practical Strategies. 2023 IEEE/WIC International Conference on Web Intelligence and Intelligent Agent Technology (WI-IAT). 26 - 29 Oct 2023 Italy: IEEE Xplore. pp. 158-162 https://doi.org/10.1109/WI-IAT59888.2023.00027Conference paper
Guest editorial : Machine learning applied to quality and security in software systems [Editorial]
Gao, Honghao, Hussain, Walayat, Barroso, Ramón J. Durán, Arshad, Junaid and Yin, Yuyu. (2023). Guest editorial : Machine learning applied to quality and security in software systems [Editorial]. IET Software. 17(4), pp. 345-347. https://doi.org/10.1049/sfw2.12141Journal article
Evaluating interpretable machine learning predictions for cryptocurrencies
Majzoub, Ahmad El, Rabhi, Fethi A. and Hussain, Walayat. (2023). Evaluating interpretable machine learning predictions for cryptocurrencies. Intelligent Systems in Accounting, Finance and Management. pp. 1-13. https://doi.org/10.1002/isaf.1538Journal article
Towards an API Marketplace for an e-Invoicing Ecosystem
Manchanda, Chinmay, Hussain, Walayat, Rabhi, Latif and Rabhi, Fethi A.. (2023). Towards an API Marketplace for an e-Invoicing Ecosystem. 11th International Workshop, FinanceCom 2022, August 23–24, 2022. Twente, The Netherlands 23 - 24 Aug 2022 Switzerland: Springer Nature. pp. 82 https://doi.org/10.1007/978-3-031-31671-5_6Conference paper
Towards an API Marketplace for an e-Invoicing Ecosystem
Manchanda, Chinmay, Hussain, Walayat, Rabhi, Latif and Rabhi, Fethi A.. (2023). Towards an API Marketplace for an e-Invoicing Ecosystem. 11th International Workshop, FinanceCom 2022. Twente, The Netherlands 23 - 24 Aug 2022 Switzerland: Springer. pp. 82 https://doi.org/10.1007/978-3-031-31671-5Conference paper
Complex nonlinear neural network prediction with IOWA layer
Hussain, Walayat, Merigó, Jóse M., Gil-Lafuente, Jaime and Gao, Honghao. (2023). Complex nonlinear neural network prediction with IOWA layer. Soft Computing. 27(8), pp. 4853-4863. https://doi.org/10.1007/s00500-023-07899-2Journal article
A Survey of Trendy Financial Sector Applications of Machine and Deep Learning
Lestari, Nur Indah, Hussain, Walayat, Merigo, Jose and Bekhit, Mahmoud. (2023). A Survey of Trendy Financial Sector Applications of Machine and Deep Learning. Second EAI International Conference, BigIoT-EDU 2022. Switzerland: Springer Nature. pp. 619-633 https://doi.org/10.1007/978-3-031-23944-1_68Conference paper
A Novel GAPG Approach to Automatic Property Generation for Formal Verification : The GAN Perspective
Gao, Honghao, Dai, Baobin, MIAO, HUAIKOU, YANG, XIAOXIAN, Barroso, Ramon J. Duran and Hussain, Walayat. (2023). A Novel GAPG Approach to Automatic Property Generation for Formal Verification : The GAN Perspective. ACM Transactions on Multimedia Computing, Communications, and Applications. 19(1), pp. 16-22. https://doi.org/10.1145/3517154Journal article
CAMRL : A joint method of channel attention and multidimensional regression loss for 3D object detection in automated vehicles
Gao, Honghao, Fang, Danqing, Xiao, Junsheng, Hussain, Walayat and Kim, Jung Yoon. (2023). CAMRL : A joint method of channel attention and multidimensional regression loss for 3D object detection in automated vehicles. IEEE Transactions on Intelligent Transportation Systems. 24(8), pp. 8831-8845. https://doi.org/10.1109/TITS.2022.3219474Journal article
Real-time virtual machine scheduling in industry IoT network : A reinforcement learning method
Ma, Xiaojin, Xu, Huahu, Gao, Honghao, Bian, Minjie and Hussain, Walayat. (2023). Real-time virtual machine scheduling in industry IoT network : A reinforcement learning method. IEEE Transactions on Industrial Informatics. 19(2), pp. 2129-2139. https://doi.org/10.1109/TII.2022.3211622Journal article
Medical photography using mobile devices
Zoltie, Timothy, Blome-Eberwein, Sigrid, Forbes, Sarah, Theaker, Mike and Hussain, Walayat. (2022). Medical photography using mobile devices. The BMJ. pp. 1-6. https://doi.org/10.1136/bmj-2021-067663Journal article
Tax revenue measurement using OWA operators
Leon-Castro, Ernesto, Blanco-Mesa, Fabio, Hussain, Walayat, Flores-Sosa, Martha and Perez-Arellano, Luis A.. (2022). Tax revenue measurement using OWA operators. Cybernetics and Systems. pp. 1-15. https://doi.org/10.1080/01969722.2022.2110687Journal article
Onsite/offsite social commerce adoption for SMEs using fuzzy linguistic decision making in complex framework
Hussain, Walayat and Merigó, Jose M.. (2023). Onsite/offsite social commerce adoption for SMEs using fuzzy linguistic decision making in complex framework. Journal of Ambient Intelligence and Humanized Computing. 14, pp. 12875-12894. https://doi.org/10.1007/s12652-022-04157-5Journal article
Review-Based Recommender System for Hedonic and Utilitarian Products in IoT Framework
Tahira, Anum, Hussain, Walayat and Ali, Arif. (2021). Review-Based Recommender System for Hedonic and Utilitarian Products in IoT Framework. In IoT as a Service pp. 221 - 232 Springer. https://doi.org/10.1007/978-3-030-95987-6_16Book chapter
The joint method of triple attention and novel loss function for entity relation extraction in small data-driven computational social systems
Gao, Honghao, Huang, Jiadong, Tao, Yuan, Hussain, Walayat and Huang, Yuzhe. (2022). The joint method of triple attention and novel loss function for entity relation extraction in small data-driven computational social systems. IEEE Transactions on Computational Social Systems. 9(6), pp. 1725-1735. https://doi.org/10.1109/TCSS.2022.3178416Journal article
Performance Analysis of Deep Approaches on Airbnb Sentiment Reviews
Raza, Muhammad Raheel, Hussain, Walayat and Varol, Asaf. (2022). Performance Analysis of Deep Approaches on Airbnb Sentiment Reviews. 10th International Symposium on Digital Forensics and Security (ISDFS). Istanbul, Turkey 06 - 07 Jun 2022 Turkey: IEEE Xplore. pp. 229-233 https://doi.org/10.1109/ISDFS55398.2022.9800816Conference paper
Assessing cloud QoS predictions using OWA in neural network methods
Hussain, Walayat, Gao, Honghao, Raza, Muhammad Raheel, Rabhi, Fethi A. and Merigó, Jose M.. (2022). Assessing cloud QoS predictions using OWA in neural network methods. Neural Computing and Applications. 34(17), pp. 14895-14912. https://doi.org/10.1007/s00521-022-07297-zJournal article
Aggregating Fuzzy Sentiments with Customized QoS Parameters for Cloud Provider Selection Using Fuzzy Best Worst and Fuzzy TOPSIS
Hussain, Walayat, Merigó, Jose, Rabhi, Fethi A. and Gao, Honghao. (2022). Aggregating Fuzzy Sentiments with Customized QoS Parameters for Cloud Provider Selection Using Fuzzy Best Worst and Fuzzy TOPSIS. In Soft Computing and Fuzzy Methodologies in Innovation Management and Sustainability pp. 81-92 Springer. https://doi.org/10.1007/978-3-030-96150-3_6Book chapter
TSMAE : A novel anomaly detection approach for Internet of Things time series data using memory-augmented autoencoder
Gao, Honghao, Qiu, Binyang, Barroso, Ramón J. Durán, Hussain, Walayat, Xu, Yueshen and Wang, Xinheng. (2022). TSMAE : A novel anomaly detection approach for Internet of Things time series data using memory-augmented autoencoder. IEEE Transactions on Network Science and Engineering. pp. 1-15. https://doi.org/10.1109/TNSE.2022.3163144Journal article
Cloud risk management with OWA-LSTM and fuzzy linguistic decision making
Hussain, Walayat, Raza, Muhammad Raheel, Jan, Mian Ahmad, Merigó, Jose M. and Gao, Honghao. (2022). Cloud risk management with OWA-LSTM and fuzzy linguistic decision making. IEEE Transactions on Fuzzy Systems. 30(11), pp. 4657-4666. https://doi.org/10.1109/TFUZZ.2022.3157951Journal article
A Survey of Trendy Financial Sector Applications of Machine and Deep Learning
Lestari, Nur Indah, Hussain, Walayat, Merigo, Jose and Bekhit, Mahmoud. (2023). A Survey of Trendy Financial Sector Applications of Machine and Deep Learning. Second EAI International Conference, BigIoT-EDU 2022. Virtual Event 29 - 31 Jul 2022 Switzerland: Springer. pp. 619-633 https://doi.org/10.1007/978-3-031-23944-1Conference paper
Challenges and issues of the Internet of Things : Factoring elements from the social, political and information systems
Ali, Arif and Hussain, Walayat. (2022). Challenges and issues of the Internet of Things : Factoring elements from the social, political and information systems. IoT as a service 7th EAI international conference, IoTaas 2021. Sydney Australia 13 - 14 Dec 2021 Switzerland: Springer. pp. 73 - 83 https://doi.org/10.1007/978-3-030-95987-6Conference paper
Centralised quality of experience and service framework using PROMETHEE-II for cloud provider selection
Hussain, Walayat and Merigó, Jose. (2022). Centralised quality of experience and service framework using PROMETHEE-II for cloud provider selection. In In Gao, Honghao, Kim, Jung Yoon, Hussain, Walayat, Iqbal, Muddesar and Duan, Yucong (Ed.). Intelligent processing practices and tools for e-commerce data, information, and knowledge pp. 79-94 Springer. https://doi.org/10.1007/978-3-030-78303-7_5Book chapter
Forecasting with machine learning techniques [Editorial]
Hussain, Walayat, Alkalbani, Asma Musabah and Gao, Honghao. (2021). Forecasting with machine learning techniques [Editorial]. Forecasting. 3(4), pp. 868-869. https://doi.org/10.3390/forecast3040052Journal article
Predictive intelligence using ANFIS-induced OWAWA for complex stock market prediction
Hussain, Walayat, Merigó, José M. and Raza, Muhammad Raheel. (2022). Predictive intelligence using ANFIS-induced OWAWA for complex stock market prediction. International Journal of Intelligent Systems. 37(8), pp. 4586-4611. https://doi.org/10.1002/int.22732Journal article
Integrated AHP-IOWA, POWA framework for ideal cloud provider selection and optimum resource management
Hussain, Walayat, Merigó, José M., Gao, Honghao, Alkalbani, Asma Musabah and Rabhi, Fethi A.. (2023). Integrated AHP-IOWA, POWA framework for ideal cloud provider selection and optimum resource management. IEEE Transactions on Services Computing. 16(1), pp. 370-382. https://doi.org/10.1109/TSC.2021.3124885Journal article
A new QoS prediction model using hybrid IOWA-ANFIS with fuzzy C-means, subtractive clustering and grid partitioning
Hussain, Walayat, Merigó, J. M., Raza, M. R. and Gao, Honghao. (2022). A new QoS prediction model using hybrid IOWA-ANFIS with fuzzy C-means, subtractive clustering and grid partitioning. Information Sciences. 584, pp. 280-300. https://doi.org/10.1016/j.ins.2021.10.054Journal article
Cloud Sentiment Accuracy Comparison using RNN, LSTM and GRU
Raza, Muhammad Raheel, Hussain, Walayat and Merigo, Jose. (2021). Cloud Sentiment Accuracy Comparison using RNN, LSTM and GRU. 2021 Innovations in Intelligent Systems and Applications Conference (ASYU). Elazig, Turkey 06 - 08 Oct 2021 Turkey: IEEE Xplore. pp. 44-48 https://doi.org/10.1109/ASYU52992.2021.9599044Conference paper
Long short-term memory-based sentiment classification of cloud dataset
Raza, Muhammad Raheel, Hussain, Walayat and Merigo, Jose. (2021). Long short-term memory-based sentiment classification of cloud dataset. 2021 Innovations in Intelligent Systems and Applications Conference . Elazig, Turkey 06 - 08 Oct 2021 Turkey: IEEE Xplore. pp. 1-6 https://doi.org/10.1109/ASYU52992.2021.9598999Conference paper
Sentiment Analysis using Deep Learning in Cloud
Raza, Muhammad Raheel, Hussain, Walayat, Tanyıldızı, Erkan and Varol, Asaf. (2021). Sentiment Analysis using Deep Learning in Cloud. 9th International Symposium on Digital Forensics and Security (ISDFS). 28 - 29 Jun 2021 Turkey: IEEE Xplore. pp. 1-5 https://doi.org/10.1109/ISDFS52919.2021.9486312Conference paper
Blockchain-based IoT : An Overview
Raza, Muhammad Raheel, Varol, Asaf and Hussain, Walayat. (2021). Blockchain-based IoT : An Overview. 9th International Symposium on Digital Forensics and Security (ISDFS). 28 - 29 Jun 2021 Turkey: IEEE Xplore. pp. 1-6 https://doi.org/10.1109/ISDFS52919.2021.9486360Conference paper
SSUR : An approach to optimizing virtual machine allocation strategy based on user requirements for cloud data center
Huang, Yuzhe, Xu, Huahu, Gao, Honghao, Ma, Xiaojin and Hussain, Walayat. (2021). SSUR : An approach to optimizing virtual machine allocation strategy based on user requirements for cloud data center. IEEE Transactions on Green Communications and Networking. 5(2), pp. 670-681. https://doi.org/10.1109/TGCN.2021.3067374Journal article
Cloud service discovery method : A framework for automatic derivation of cloud marketplace and cloud intelligence to assist consumers in finding cloud services
Alkalbani, Asma Musabah and Hussain, Walayat. (2021). Cloud service discovery method : A framework for automatic derivation of cloud marketplace and cloud intelligence to assist consumers in finding cloud services. International Journal of Communication Systems. 34(8), p. Article e4780. https://doi.org/10.1002/dac.4780Journal article
Trends in using IoT with machine learning in health prediction system
Aldahiri, Amani, Alrashed, Bashair and Hussain, Walayat. (2021). Trends in using IoT with machine learning in health prediction system. Forecasting. 3(1), pp. 181-206. https://doi.org/10.3390/forecast3010012Journal article
Managing SLA Violation in the cloud using Fuzzy re-SchdNeg Decision Model
Alrashed, Bashair Ali and Hussain, Walayat. (2020). Managing SLA Violation in the cloud using Fuzzy re-SchdNeg Decision Model. 15th IEEE Conference on Industrial Electronics and Applications (ICIEA). Virtual Conference 09 - 13 Nov 2020 Norway: IEEE Xplore. pp. 136-141Conference paper
Collaborative learning-based industrial IoT API recommendation for software-defined devices : The implicit knowledge discovery perspective
Gao, Honghao, Qin, Xi, Barroso, Ramón J. Durán, Hussain, Walayat, Xu, Yueshen and Yin, Yuyu. (2022). Collaborative learning-based industrial IoT API recommendation for software-defined devices : The implicit knowledge discovery perspective. IEEE Transactions on Emerging Topics in Computational Intelligence. 6(1), pp. 66-76. https://doi.org/10.1109/TETCI.2020.3023155Journal article
Cloud marginal resource allocation : A decision support model
Hussain, Walayat, Sohaib, Osama, Naderpour, Mohsen and Gao, Honghao. (2020). Cloud marginal resource allocation : A decision support model. Mobile Networks and Applications. 25(4), pp. 1418-1433. https://doi.org/10.1007/s11036-019-01457-7Journal article
A PLS-SEM neural network approach for understanding cryptocurrency adoption
Sohaib, Osama, Hussain, Walayat, Asif, Muhammad, Ahmad, Muhammad and Mazzara, Manuel. (2020). A PLS-SEM neural network approach for understanding cryptocurrency adoption. IEEE Access. 8, pp. 13138-13150. https://doi.org/10.1109/ACCESS.2019.2960083Journal article
A centralised cloud services repository (CCSR) framework for optimal cloud service advertisement discovery from heterogenous web portals
Alkalbani, Asma Musabah, Hussain, Walayat and Kim, Jung Yoon. (2019). A centralised cloud services repository (CCSR) framework for optimal cloud service advertisement discovery from heterogenous web portals. IEEE Access. 7, pp. 128213-128223. https://doi.org/10.1109/ACCESS.2019.2939543Journal article
Analysing cloud QoS prediction approaches and its control parameters : Considering overall accuracy and freshness of a dataset
Hussain, Walayat and Sohaib, Osama. (2019). Analysing cloud QoS prediction approaches and its control parameters : Considering overall accuracy and freshness of a dataset. IEEE Access. 7, pp. 82649-82671. https://doi.org/10.1109/ACCESS.2019.2923706Journal article
Cloud computing model selection for e-commerce enterprises using a new 2-tuple fuzzy linguistic decision-making method
Sohaib, Osama, Naderpour, Mohsen, Hussain, Walayat and Martinez, Luis. (2019). Cloud computing model selection for e-commerce enterprises using a new 2-tuple fuzzy linguistic decision-making method. Computers and Industrial Engineering. 132, pp. 47-58. https://doi.org/10.1016/j.cie.2019.04.020Journal article
SaaS E-Commerce Platforms Web Accessibility Evaluation
Sohaib, Osama, Naderpour, Mohsen and Hussain, Walayat. (2018). SaaS E-Commerce Platforms Web Accessibility Evaluation. 2018 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE). 08 - 13 Jul 2018 Brazil: IEEE Xplore. pp. 353-359 https://doi.org/10.1109/FUZZ40674.2018Conference paper
Integrating design thinking into extreme programming
Sohaib, Osama, Solanki, Hiralkumari, Dhaliwa, Navkiran, Hussain, Walayat and Asif, Muhammad. (2019). Integrating design thinking into extreme programming. Journal of Ambient Intelligence and Humanized Computing. 10(6), pp. 2497-2504. https://doi.org/10.1007/s12652-018-0932-yJournal article
Comparing time series with machine learning-based prediction approaches for violation management in cloud SLAs
Hussain, Walayat, Hussain, Farookh Khadeer, Saberi, Morteza, Hussain, Omar Khadeer and Chang, Elizabeth. (2018). Comparing time series with machine learning-based prediction approaches for violation management in cloud SLAs. Future Generation Computer Systems. 89, pp. 464-477. https://doi.org/10.1016/j.future.2018.06.041Journal article
Methodological investigation for enhancing the usability of university websites
Manzoor, Mirfa, Hussain, Walayat, Sohaib, Osama, Hussain, Farookh Khadeer and Alkhalaf, Salem. (2019). Methodological investigation for enhancing the usability of university websites. Journal of Ambient Intelligence and Humanized Computing. 10(2), pp. 531-549. https://doi.org/10.1007/s12652-018-0686-6Journal article
Risk-based framework for SLA violation abatement from the cloud service provider's perspective
Hussain, Walayat, Hussain, Farookh Khadeer, Hussain, Omar, Bagia, Ravindra and Chang, Elizabeth. (2018). Risk-based framework for SLA violation abatement from the cloud service provider's perspective. The Computer Journal. 61(9), pp. 1306-1322. https://doi.org/10.1093/comjnl/bxx118Journal article
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