Journal
Theunissen, FM., Bezuidenhout, CN., & Alam, S. (2024). Exploring the shortcomings in formal criteria selection for multicriteria decision making based inventory classification models: a systematic review and future directions.
International Journal of Production Research.
[Journal article]Authored by: Alam, S.Read article at Massey Research Online:
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Alam, S., Ayub, MS., Arora, S., & Khan, MA. (2023). An investigation of the imputation techniques for missing values in ordinal data enhancing clustering and classification analysis validity.
Decision Analytics Journal. 9
[Journal article]Authored by: Alam, S.Read article at Massey Research Online:
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Alam, S., Zhao, X., Niazi, IK., Ayub, MS., & Khan, MA. (2023). A comparative analysis of global optimization algorithms for surface electromyographic signal onset detection.
Decision Analytics Journal. 8
[Journal article]Authored by: Alam, S.Read article at Massey Research Online:
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Wang, X., Wen, J., Alam, S., Jiang, Z., & Wu, Y. (2016). Semi-supervised learning combining transductive support vector machine with active learning.
Neurocomputing. 173, 1288-1298
[Journal article]Authored by: Alam, S.Read Online:
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Alam, S., Dobbie, G., & Rehman, SU. (2015). Analysis of particle swarm optimization based hierarchical data clustering approaches.
Swarm and Evolutionary Computation. 25, 36-51
[Journal article]Authored by: Alam, S.Read Online:
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Zhou, W., Wen, J., Koh, YS., Xiong, Q., Gao, M., Dobbie, G., . . . Alam, S. (2015). Shilling attacks detection in recommender systems based on target item analysis.
PLoS ONE. 10(7)
[Journal article]Authored by: Alam, S.Read Online:
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Alam, S., Dobbie, G., Koh, YS., & Riddle, P. (2014). Web usage mining based recommender systems using implicit heterogeneous data : A particle swarm optimization based clustering approach.
Web Intelligence and Agent Systems. 12(4), 389-409
[Journal article]Authored by: Alam, S.Read Online:
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Tsang, S., Koh, YS., Dobbie, G., & Alam, S. (2014). Detecting online auction shilling frauds using supervised learning.
Expert Systems with Applications. 41(6), 3027-3040
[Journal article]Authored by: Alam, S.Read Online:
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Alam, S., Dobbie, G., Koh, YS., Riddle, P., & Ur Rehman, S. (2014). Research on particle swarm optimization based clustering: A systematic review of literature and techniques.
Swarm and Evolutionary Computation. 17, 1-13
[Journal article]Authored by: Alam, S.Read Online:
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Wang, X., Wen, J., Alam, S., Gao, X., Jiang, Z., & Zeng, J. (2014). Sales growth rate forecasting using improved PSO and SVM.
Mathematical Problems in Engineering. 2014
[Journal article]Authored by: Alam, S.Read Online:
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Tsang, S., Koh, YS., Dobbie, G., & Alam, S. (2014). SPAN: Finding collaborative frauds in online auctions.
Knowledge-Based Systems. 71, 389-408
[Journal article]Authored by: Alam, S.Read Online:
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Rehman, SU., Alam, S., & Ardekani, IT. (2014). An overview of radio frequency fingerprinting for Low-End devices.
International Journal of Mobile Computing and Multimedia Communications. 6(3), 1-21
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Conference
Ahmed, M., Sardar, U., Ali, S., Alam, S., Patterson, M., & Khan, IU. (2023). Robust Brain Age Estimation via Regression Models and MRI-Derived Features.
Communications in Computer and Information Science. Vol. 1864 CCIS (pp. 661 - 674).
[Conference Paper in Published Proceedings]Authored by: Alam, S.Read Online:
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Alam, S., Pande, R., Ayub, MS., & Khan, MA. (2023). Towards Developing an Automated Chatbot for Predicting Legal Case Outcomes: A Deep Learning Approach.
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Vol. 13995 LNAI (pp. 163 - 174).
[Conference Paper in Published Proceedings]Authored by: Alam, S.Read Online:
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Pauleen, D., Weerasinghe, K., Taşkın, N., & Alam, S.(2023). Introduction to the Judgement, Big Data Analytics and Decision-making Minitrack. In
Proceedings of the Annual Hawaii International Conference on System Sciences
[Conference Other]Authored by: Alam, S.Read Abstract:
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Ali, S., Ahmad, M., Hassan, UU., Asad Khan, M., Alam, S., & Khan, I. (2022). Efficient Data Analytics on Augmented Similarity Triplets.
Proceedings - 2022 IEEE International Conference on Big Data, Big Data 2022. (pp. 5871 - 5880).
[Conference Paper in Published Proceedings]Authored by: Alam, S.Read Online:
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Mansoor, H., Ali, S., Alam, S., Khan, MA., Ul Hassan, U., & Khan, I. (2022). Impact Of Missing Data Imputation On The Fairness And Accuracy Of Graph Node Classifiers.
Proceedings - 2022 IEEE International Conference on Big Data, Big Data 2022. (pp. 5988 - 5997).
[Conference Paper in Published Proceedings]Authored by: Alam, S.Read Online:
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Pande, R., & Alam, S. (2020). Predicting the outcome of judicial cases using semantic analysis.
2020 IEEE Symposium Series on Computational Intelligence, SSCI 2020. (pp. 1757 - 1761).
[Conference Paper in Published Proceedings]Authored by: Alam, S.Read Online:
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Algawiaz, D., Dobbie, G., & Alam, S. (2019). PRARS: Risk assessment model for recommender systems.
Frontiers in Artificial Intelligence and Applications. Vol. 318 (pp. 701 - 710).
[Conference Paper in Published Proceedings]Authored by: Alam, S.Read Online:
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Algawiaz, D., Dobbie, G., & Alam, S. (2019). Predicting a User's Purchase Intention Using AdaBoost.
Proceedings of IEEE 14th International Conference on Intelligent Systems and Knowledge Engineering, ISKE 2019. (pp. 324 - 328).
[Conference Paper in Published Proceedings]Authored by: Alam, S.Read Online:
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Alam, S., Dobbie, G., & Sun, XB. (2017). Improving imputation accuracy in ordinal data using classification.
Advances in Intelligent Systems and Computing. Vol. 557 (pp. 45 - 56).
[Conference Paper in Published Proceedings]Authored by: Alam, S.Read Online:
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Ur Rehman, S., Sowerby, KW., Chong, PHJ., & Alam, S. (2017). Robustness of radiometric fingerprinting in the presence of an impersonator.
IEEE International Symposium on Personal, Indoor and Mobile Radio Communications, PIMRC. Vol. 2017-October (pp. 1 - 5).
[Conference Paper in Published Proceedings]Authored by: Alam, S.Read Online:
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Rehman, SU., Sowerby, KW., Alam, S., Ardekani, IT., & Komosny, D. (2016). Effect of channel impairments on radiometric fingerprinting.
2015 IEEE International Symposium on Signal Processing and Information Technology, ISSPIT 2015. (pp. 415 - 420).
[Conference Paper in Published Proceedings]Authored by: Alam, S.Read Online:
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Zhou, W., Koh, YS., Wen, J., Burki, S., & Dobbie, G. (2014). Detection of abnormal profiles on group attacks in recommender systems.
SIGIR 2014 - Proceedings of the 37th International ACM SIGIR Conference on Research and Development in Information Retrieval. (pp. 955 - 958).
[Conference Paper in Published Proceedings]Authored by: Alam, S.Read Online:
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Zhou, W., Wen, J., Koh, YS., Alam, S., & Dobbie, G. (2014). Attack detection in recommender systems based on target item analysis.
Proceedings of the International Joint Conference on Neural Networks. (pp. 332 - 339).
[Conference Paper in Published Proceedings]Authored by: Alam, S.Read Online:
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Alam, S., Dobbie, G., Koh, YS., & Riddle, P. (2014). Web bots detection using Particle Swarm Optimization based clustering.
Proceedings of the 2014 IEEE Congress on Evolutionary Computation, CEC 2014. (pp. 2955 - 2962).
[Conference Paper in Published Proceedings]Authored by: Alam, S.Read Online:
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Rehman, SU., Sowerby, KW., Alam, S., & Ardekani, I. (2014). Radio frequency fingerprinting and its challenges.
2014 IEEE Conference on Communications and Network Security, CNS 2014. (pp. 496 - 497).
[Conference Paper in Published Proceedings]Authored by: Alam, S.Read Online:
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Rehman, SU., Sowerby, KW., Alam, S., & Ardekani, I. (2014). Portability of an RF fingerprint of a wireless transmitter.
2014 IEEE Conference on Communications and Network Security, CNS 2014. (pp. 151 - 156).
[Conference Paper in Published Proceedings]Authored by: Alam, S.Read Online:
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Alam, S., Dobbie, G., Riddle, P., & Koh, YS. (2013). Analysis of web usage data for clustering based recommender system.
Advances in Intelligent Systems and Computing. Vol. 221 (pp. 171 - 179).
[Conference Paper in Published Proceedings]Authored by: Alam, S.Read Online:
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Alam, S., Dobbie, G., Koh, YS., & Riddle, P. (2013). Clustering heterogeneous web usage data using Hierarchical Particle Swarm Optimization.
Proceedings of the 2013 IEEE Symposium on Swarm Intelligence, SIS 2013 - 2013 IEEE Symposium Series on Computational Intelligence, SSCI 2013. (pp. 147 - 154).
[Conference Paper in Published Proceedings]Authored by: Alam, S.Read Online:
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Abdullatif, M., Koh, YS., Dobbie, G., & Alam, S. (2013). Verb selection using semantic role labeling for citation classification.
CompSci 2013 - Proceedings of the 2013 Workshop on Computational Scientometrics: Theory and Applications, Co-located with CIKM 2013. (pp. 25 - 30).
[Conference Paper in Published Proceedings]Authored by: Alam, S.Read Online:
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Alam, S., Dobbie, G., & Riddle, P. (2012). Towards recommender system using particle swarm optimization based web usage clustering.
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Vol. 7104 LNAI (pp. 316 - 326).
[Conference Paper in Published Proceedings]Authored by: Alam, S.Read Online:
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Alam, S., Dobbie, G., Riddle, P., & Koh, YS. (2012). Hierarchical PSO clustering based recommender system.
2012 IEEE Congress on Evolutionary Computation, CEC 2012.
[Conference Paper in Published Proceedings]Authored by: Alam, S.Read Online:
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Alam, S. (2011). Intelligent web usage clustering based recommender system.
RecSys'11 - Proceedings of the 5th ACM Conference on Recommender Systems. (pp. 367 - 370).
[Conference Paper in Published Proceedings]Authored by: Alam, S.Read Online:
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Naeem, MA., Dobbie, G., Weber, G., & Alam, S. (2010). R-MESHJOIN for near-real-time data warehousing.
International Conference on Information and Knowledge Management, Proceedings. (pp. 53 - 60).
[Conference Paper in Published Proceedings]Authored by: Alam, S.Read Online:
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Alam, S., Dobbie, G., Riddle, P., & Naeem, MA. (2010). A swarm intelligence based clustering approach for outlier detection.
2010 IEEE World Congress on Computational Intelligence, WCCI 2010 - 2010 IEEE Congress on Evolutionary Computation, CEC 2010.
[Conference Paper in Published Proceedings]Authored by: Alam, S.Read Online:
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Alam, S., Dobbie, G., Riddle, P., & Naeem, MA. (2010). Particle swarm optimization based Hierarchical Agglomerative clustering.
Proceedings - 2010 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, IAT 2010. Vol. 2 (pp. 64 - 68).
[Conference Paper in Published Proceedings]Authored by: Alam, S.Read Online:
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Alam, S., Dobbie, G., & Riddle, P. (2008). Particle swarm optimization based clustering of Web usage data.
Proceedings - 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Workshops, WI-IAT Workshops 2008. (pp. 451 - 454).
[Conference Paper in Published Proceedings]Authored by: Alam, S.Read Online:
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Alam, S., Dobbie, G., & Riddle, P. (2008). An evolutionary particle swarm optimization algorithm for data clustering.
2008 IEEE Swarm Intelligence Symposium, SIS 2008.
[Conference Paper in Published Proceedings]Authored by: Alam, S.Read Online:
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