Walayat Hussain


Contact categoryResearcher
Job titleSenior Lecturer
Research institutePeter Faber Business School
Faculty of Law and Business

Research outputs

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-IAT59888.2023.00027

Conference 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/sfw2.12141

Journal 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.1538

Journal article

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/s00500-023-07899-2

Journal 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.2022.3219474

Journal 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.2022.3211622

Journal 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/10.1080/01969722.2022.2110687

Journal 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/s12652-022-04157-5

Journal article

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.2022.3178416

Journal 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/ISDFS55398.2022.9800816

Conference 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-z

Journal 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_6

Book 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.2022.3163144

Journal 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.2022.3157951

Journal 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/10.1007/978-3-031-23944-1

Conference 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_5

Book 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/forecast3040052

Journal 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.22732

Journal 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.2021.3124885

Journal 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.2021.10.054

Journal 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/ASYU52992.2021.9599044

Conference 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/ASYU52992.2021.9598999

Conference 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/ISDFS52919.2021.9486312

Conference 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/ISDFS52919.2021.9486360

Conference 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.2021.3067374

Journal 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.4780

Journal 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/forecast3010012

Journal 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. 136-141

Conference 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.2020.3023155

Journal 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/s11036-019-01457-7

Journal 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.2019.2960083

Journal 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.2019.2939543

Journal 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.2019.2923706

Journal 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.2019.04.020

Journal 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/FUZZ40674.2018

Conference 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-y

Journal 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.2018.06.041

Journal 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/s12652-018-0686-6

Journal 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/bxx118

Journal article

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