Research output per year
Research output per year
Personal profile
Research Interests
- Biomedical Sensor data analysis
- Exploratory data analysis
- Data Engineering
- Concept drift
- Change detection
- Time series data analysis
- Medical Image Analysis
- Activity Recognition
- Deep Learning
- Explainable AI (XAI)
- IoT data analysis
Teaching Interests
I am currently teaching the following modules:
- Database Systems (1st Year BSc Computer Science)
- Software Development 2
- Humman COmuter Interaction (HCI)
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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Collaborations and top research areas from the last five years
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Early Prediction of Complex Business Processes Using Association Rule Based Mining
Khan, N., Tariq, Z., Ali, A., McClean, S. I., Taylor, P. & Nauck, D., 22 May 2022, (Published online) International Conference on Recent Trends in Image Processing and Pattern Recognition. Santosh, KC., Hegadi, R. & Pal, U. (eds.). Springer, p. 183-194 12 p. (Communications in Computer and Information Science; vol. 1576 CCIS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
1 Citation (Scopus) -
Discriminating features-based cost-sensitive approach for software defect prediction
Ali, A., Khan, N., Abu-Tair, M., Noppen, J., McClean, S. I. & McChesney, I., 12 Jul 2021, (Published online) In: Automated software engineering. 28, 18 p., 11.Research output: Contribution to journal › Article › peer-review
Open AccessFile14 Citations (Scopus)44 Downloads (Pure) -
Understanding Contrail Business Processes through Hierarchical Clustering: A Multi-stage Framework
Muhammad Tariq, Z., Khan, N., Charles, D. K., McClean, S. I., McChesney, I. & Taylor, P. J., 27 Sept 2020, (Published online) In: Algorithms. 13, 10, p. 244-264 20 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile8 Citations (Scopus)33 Downloads (Pure) -
A Generic Model for End State Prediction of Business Processes Towards Target Compliance
Khan, N., Ali, Z., Ali, A., McClean, S., Charles, D., Taylor, P. & Nauck, D., 19 Nov 2019, (Published online) Artificial Intelligence XXXVI - 39th SGAI International Conference on Artificial Intelligence, AI 2019, Proceedings. Bramer, M. & Petridis, M. (eds.). Springer, Vol. LNCS volume11927. p. 325-335 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11927 LNAI).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open AccessFile4 Citations (Scopus)105 Downloads (Pure) -
Predictive process monitoring using a markov model technique
Khan, N., McClean, S., Ali, Z., Ali, A., Charles, D., Taylor, P. & Nauck, D., Aug 2019, Proceedings - 2019 International Conference on Computing, Electronics and Communications Engineering, iCCECE 2019. Miraz, M. H., Excell, P. S., Ware, A., Soomro, S. & Ali, M. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 193-196 4 p. 8941917. (Proceedings - 2019 International Conference on Computing, Electronics and Communications Engineering, iCCECE 2019).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
1 Citation (Scopus)
Thesis
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Change Detection in Human Physical Activities
Author: Khan, N., Jan 2018Supervisor: Zhang, S. (Supervisor), Mc Clean, S. I. (Supervisor) & Nugent, C. (Supervisor)
Student thesis: Doctoral Thesis
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