Dr Amin Karami


NameDr Amin Karami
ORCIDhttps://orcid.org/0000-0003-3635-513X
Job titleSenior Lecturer
Email addressa.karami@uel.ac.uk
Research instituteArchitecture, Computing & Engineering

Research outputs

Large-Scale Music Genre Analysis and Classification Using Machine Learning with Apache Spark

Chaudhury, M., Karami, A. and Ghazanfar, M. A. 2022. Large-Scale Music Genre Analysis and Classification Using Machine Learning with Apache Spark. Electronics. 11 (16), p. 2567. https://doi.org/10.3390/electronics11162567

Designing a Cost-Efficient Network for a Small Enterprise

Jafari, F., Karami, A. and Osemwengie, L. 2021. Designing a Cost-Efficient Network for a Small Enterprise. SAI Computing Conference 2021. Online 15 - 16 Jul 2021 Springer, Cham. https://doi.org/10.1007/978-3-030-80119-9_14

A novel centroids initialisation for K-means clustering in the presence of benign outliers

Karami, A., Ur Rehman, S. and Ghazanfar, M. 2020. A novel centroids initialisation for K-means clustering in the presence of benign outliers. International Journal of Data Analysis Techniques and Strategies. 12 (4), pp. 287-298. https://doi.org/10.1504/IJDATS.2020.111498

Stock market prediction using machine learning classifiers and social media, news

Khan, W., Ghazanfar, M., Azam, M. A., Karami, A., Alyoubi, K. H. and Alfakeeh, A. S. 2020. Stock market prediction using machine learning classifiers and social media, news. Journal of Ambient Intelligence and Humanized Computing. 13, pp. 3433-3456. https://doi.org/10.1007/s12652-020-01839-w

The Application of a Semantic-Based Process Mining Framework on a Learning Process Domain

Okoye, Kingsley, Islam, S., Naeem, U., Sharif, M., Azam, Muhammad Awais and Karami, A. 2018. The Application of a Semantic-Based Process Mining Framework on a Learning Process Domain. Arai, Kohei, Kapoor, Supriya and Bhatia, Rahul (ed.) Intelligent Systems Conference (IntelliSys) 2018. London, UK 06 - 07 Sep 2018 Springer, Cham. https://doi.org/10.1007/978-3-030-01054-6_96

Functional Connectivity Evaluation for Infant EEG Signals based on Artificial Neural Network

Sharif, M., Naeem, U., Islam, S. and Karami, A. 2018. Functional Connectivity Evaluation for Infant EEG Signals based on Artificial Neural Network. Arai, Kohei, Kapoor, Supriya and Bhatia, Rahul (ed.) Intelligent Systems Conference (IntelliSys) 2018. London, UK 06 - 07 Sep 2018 Springer, Cham. https://doi.org/10.1007/978-3-030-01057-7_34

An Anomaly-based Intrusion Detection System in Presence of Benign Outliers with Visualization Capabilities

Karami, A. 2018. An Anomaly-based Intrusion Detection System in Presence of Benign Outliers with Visualization Capabilities. Expert Systems with Applications. 108, pp. 36-60. https://doi.org/10.1016/j.eswa.2018.04.038

A Wormhole Attack Detection and Prevention Technique in Wireless Sensor Networks

Siddiqui, A., Karami, A. and Johnson, M. O. 2017. A Wormhole Attack Detection and Prevention Technique in Wireless Sensor Networks. International Journal of Computer Applications. 174 (Art. 4). https://doi.org/10.5120/ijca2017915376

Utilization of multi attribute decision making techniques to integrate automatic and manual ranking of options

Karami, A. and Johansson, Ronnie 2013. Utilization of multi attribute decision making techniques to integrate automatic and manual ranking of options. Journal of Information Science and Engineering. 30 (2), pp. 519-534.

A Framework for Uncertainty-Aware Visual Analytics in Big Data

Karami, A. 2015. A Framework for Uncertainty-Aware Visual Analytics in Big Data. CEUR Workshop Proceedings. 1510, pp. 146-155.

ACCPndn: Adaptive Congestion Control Protocol in Named Data Networking by learning capacities using optimized Time-Lagged Feedforward Neural Network

Karami, A. 2015. ACCPndn: Adaptive Congestion Control Protocol in Named Data Networking by learning capacities using optimized Time-Lagged Feedforward Neural Network. Journal of Network and Computer Applications. 56 (Oct.), pp. 1-18. https://doi.org/10.1016/j.jnca.2015.05.017

An ANFIS-based cache replacement method for mitigating cache pollution attacks in Named Data Networking

Karami, A. and Guerrero-Zapata, Manel 2015. An ANFIS-based cache replacement method for mitigating cache pollution attacks in Named Data Networking. Computer Networks. 80 (April), pp. 51-65. https://doi.org/10.1016/j.comnet.2015.01.020

A hybrid multiobjective RBF-PSO method for mitigating DoS attacks in Named Data Networking

Karami, A. and Guerrero-Zapata, Manel 2014. A hybrid multiobjective RBF-PSO method for mitigating DoS attacks in Named Data Networking. Neurocomputing. 151 (3), pp. 1262-1282. https://doi.org/10.1016/j.neucom.2014.11.003

A fuzzy anomaly detection system based on hybrid PSO-Kmeans algorithm in content-centric networks

Karami, A. and Guerrero-Zapata, Manel 2014. A fuzzy anomaly detection system based on hybrid PSO-Kmeans algorithm in content-centric networks. Neurocomputing. 149 (Part C), pp. 1253-1269. https://doi.org/10.1016/j.neucom.2014.08.070

Choosing DBSCAN parameters automatically using differential evolution

Karami, A. and Johansson, Ronnie 2014. Choosing DBSCAN parameters automatically using differential evolution. International Journal of Computer Applications. 91 (7), pp. 1-11. https://doi.org/10.5120/15890-5059
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