Dr Mandy Qi

NameDr Mandy Qi
Job titleReader
Research instituteSchool of Engineering, Technology and Design

Research outputs

Focusing on the golden skills of effective communication and collaboration to further enhance graduate employability attributes

O'Leary, S., McGee, M., Qi, M., Millns, S. and Eyden, A. 2024. Focusing on the golden skills of effective communication and collaboration to further enhance graduate employability attributes. Graduate College Working Papers.

Alignment-based conformance checking of hierarchical process models

Wang, L, Han, X., Qi, M., Wang, K. and Lu, P. 2023. Alignment-based conformance checking of hierarchical process models. Computing and Informatics. 43 (1), pp. 149-180. https://doi.org/10.31577/cai_2024_1_149

Feed-forward ANN with Random Forest Technique for Identifying malicious Internet of Things network intrusion

Obarafor, Victor, Qi, Mandi and Zhang, Leishi 2024. Feed-forward ANN with Random Forest Technique for Identifying malicious Internet of Things network intrusion. in: 2024 2nd International Conference on Cyber Resilience (ICCR) IEEE.

The role of use cases when adopting augmented reality into higher education pedagogy

Ward, G., Turner, S., Pitt, C., Qi, M., Richmond-Fuller, A. and Jackson, T. 2024. The role of use cases when adopting augmented reality into higher education pedagogy.

Pre-processing of social media remarks for forensics

Gao, Xuhao and Qi, Man 2023. Pre-processing of social media remarks for forensics. IEEE. https://doi.org/10.1109/icnc-fskd59587.2023.10280980

A review of privacy-preserving federated learning, deep learning, and machine learning IIoT and IoTs solutions

Obarafor, Victor, Qi, Man and Zhang, L. 2023. A review of privacy-preserving federated learning, deep learning, and machine learning IIoT and IoTs solutions. in: 2023 8th IEEE International Conference on Signal and Image Processing (ICSIP) Wuxi, China IEEE. pp. 1074-1078

Research on UBI auto insurance pricing model based on parameter adaptive SAPSO optimal fuzzy controller

Wang, X., Liu, W., Ou, Z., Yan, C., Qi, M. and Jia, W. 2022. Research on UBI auto insurance pricing model based on parameter adaptive SAPSO optimal fuzzy controller. Computing and Informatics. 41 (4), pp. 1078-1113. https://doi.org/10.31577/cai_2022_4_1078

Novel architecture for human re-identification with a two-stream neural network and attention ,echanism

Rahi, B. and Qi, M. 2022. Novel architecture for human re-identification with a two-stream neural network and attention ,echanism. Computing and Informatics. 41 (4), pp. 905-930. https://doi.org/10.31577/cai_2022_4_905

Repairing process models with non-free-choice constructs based on token replay

Bai, E., Qi, M., Luan, W., Li, P. and Du, Y. 2022. Repairing process models with non-free-choice constructs based on token replay. Computing and Informatics. 41 (4), pp. 1054-1077. https://doi.org/10.31577/cai_2022_4_1054

A novel data analytic model for mining user insurance demands from microblogs

Chun Yan, Lu Liu, Wei Liu and Man Qi 2022. A novel data analytic model for mining user insurance demands from microblogs. Computing and Informatics. 41 (3). https://doi.org/10.31577/cai_2022_3_689

Transformers only look once with nonlinear combination for real-time object detection

Xia, R., Li, G., Huang, Z., Pang, Y. and Qi, M. 2022. Transformers only look once with nonlinear combination for real-time object detection. Neural Computing and Applications. https://doi.org/10.1007/s00521-022-07333-y

Deep learning based real-time facial mask detection and crowd monitoring

Chan-Yun Yang, Hooman Samani, Nana Ji, Chunxu Li, Ding-Bang Chen and Man Qi 2022. Deep learning based real-time facial mask detection and crowd monitoring. Computing and Informatics. 40 (6), pp. 1263-11294. https://doi.org/10.31577/cai_2021_6_1263

Deviation detection in clinical pathways based on business alignment

Tian, Y., Li, X., Qi, Man, Han, D. and Du, Yuyue 2022. Deviation detection in clinical pathways based on business alignment. Scientific Programming. 2022, pp. 1-13. https://doi.org/10.1155/2022/6993449

Security vulnerabilities of popular smart home appliances

Qi, M., Induruwa, A. and Hussain, F. 2021. Security vulnerabilities of popular smart home appliances. in: Proceeding of The Twentieth International Conference on Networks April 18, 2021 to April 22, 2021 - Porto, Portugal

Integrated privacy preserving framework for smart home

Qi, M. and Hussain, F. 2018. Integrated privacy preserving framework for smart home. in: Proceedings of The 14th International Conference on Fuzzy Systems and Knowledge Discovery, 28-30 July 2018 in Huangshan, China.

Hybrid Intrusion Detection System for Smart Home Applications

Hussain, Fida, Induruwa, Abhaya and Qi, Man 2020. Hybrid Intrusion Detection System for Smart Home Applications. in: Mahmood, Z. (ed.) Developing and Monitoring Smart Environments for Intelligent Cities IGI Global. pp. 300-322

Improved adaptive genetic algorithm for the vehicle insurance fraud identification model based on a BP neural network

Yan, C., Li, M., Liu, W. and Qi, M. 2020. Improved adaptive genetic algorithm for the vehicle insurance fraud identification model based on a BP neural network. Theoretical Computer Science. 817, pp. 12-23. https://doi.org/10.1016/j.tcs.2019.06.025

Fuzzy interacting multiple model H∞ particle filter algorithm based on current statistical model

Wang, Q., Chen, X., Zhang, L., Li, J., Zhao, C. and Qi, M. 2019. Fuzzy interacting multiple model H∞ particle filter algorithm based on current statistical model. International Journal of Fuzzy Systems. 21, pp. 1894-1905. https://doi.org/10.1007/s40815-019-00678-y

Payments per claim model of outstanding claims reserve based on fuzzy linear regression

Yan, C., Liu, Q., Liu, J., Liu, W., Li, M. and Qi, M. 2019. Payments per claim model of outstanding claims reserve based on fuzzy linear regression. International Journal of Fuzzy Systems. 21, pp. 1950-1960. https://doi.org/10.1007/s40815-019-00617-x

Temporal sparse feature auto-combination deep network for video action recognition

Wang, Q., Gong, D., Qi, M., Shen, Y. and Lei, Y. 2018. Temporal sparse feature auto-combination deep network for video action recognition. Concurrency and Computation: Practice and Experience. https://doi.org/10.1002/cpe.4487

Data-driven pedestrian re-identification based on hierarchical semantic representation

Cheng, K., Xu, F., Tao, F., Qi, M. and Li, M. 2018. Data-driven pedestrian re-identification based on hierarchical semantic representation. Concurrency and Computation: Practice and Experience. 30 (23). https://doi.org/10.1002/cpe.4403

Soundness analytics of composed logical workflow nets

Liu, W., Wang, L., Feng, X., Qi, M., Yan, C. and Li, M. 2017. Soundness analytics of composed logical workflow nets. International Journal of Parallel Programming. https://doi.org/10.1007/s10766-017-0536-8

Gaussian-Gamma collaborative filtering: a hierarchical Bayesian model for recommender systems

Luo, C., Zhang, B., Xiang, Y. and Qi, M. 2017. Gaussian-Gamma collaborative filtering: a hierarchical Bayesian model for recommender systems. Journal of Computer and System Sciences. https://doi.org/10.1016/j.jcss.2017.03.007

Facilitating visual surveillance with motion detections

Qi, M. 2017. Facilitating visual surveillance with motion detections. Concurrency and Computation: Practice and Experience. 29 (3). https://doi.org/10.1002/cpe.3770

AL-DDCNN : a distributed crossing semantic gap learning for person re-identification

Cheng, K., Zhan, Y. and Qi, M. 2017. AL-DDCNN : a distributed crossing semantic gap learning for person re-identification. Concurrency and Computation: Practice and Experience. 29 (3). https://doi.org/10.1002/cpe.3766

Data security of android applications

Obiri-Yeboah, J. and Qi, M. 2016. Data security of android applications. in: 2016 12th International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery : ICNC-FSKD 2016 : 13-15 August, Changsha, China IEEE Xplore.

Parallelizing abnormal event detection in crowded scenes with GPU

Yavari, M., Li, M., Li, S. and Qi, M. 2015. Parallelizing abnormal event detection in crowded scenes with GPU.

A sliding window-based dynamic load balancing for heterogeneous Hadoop clusters

Liu, Y., Jing, W., Liu, Y., Lv, L., Qi, M. and Xiang, Y. 2016. A sliding window-based dynamic load balancing for heterogeneous Hadoop clusters. Concurrency and Computation: Practice and Experience. 29 (3). https://doi.org/10.1002/cpe.3763

Integration of link and semantic relations for information recommendation

Zhao, Q., He, Y., Wang, P., Jiang, C. and Qi, M. 2016. Integration of link and semantic relations for information recommendation. Computing and Informatics. 35 (1), pp. 30-54.

A resource aware MapReduce based parallel SVM for large scale image classification

Guo, W., Khalid, N., Liu, Y., Li, M., Qi, M., Guo, W., Khalid, N., Liu, Y., Li, M. and Qi, M. 2015. A resource aware MapReduce based parallel SVM for large scale image classification. Neural Processing Letters. 44 (1), pp. 161-184.

Digital forensics and NoSQL databases

Qi, M. 2014. Digital forensics and NoSQL databases. in: Proceedings of the 11th International Conference on Fuzzy Systems and Knowledge Discovery (FSKD), 2014 IEEE. pp. 734-739

Employing neural networks for DDoS detection

Qi, M. 2014. Employing neural networks for DDoS detection.

Clear up grey areas: cybercrime legislation progress in China

Qi, M. 2013. Clear up grey areas: cybercrime legislation progress in China.

Big data management in digital forensics

Qi, M. 2014. Big data management in digital forensics. in: 2014 IEEE 17th International Conference on Computational Science and Engineering (CSE) IEEE. pp. 238-243

A MapReduce based distributed LSI for scalable information retrieval

Liu, Y., Li, M., Khan, M. and Qi, M. 2014. A MapReduce based distributed LSI for scalable information retrieval. Computing and Informatics. 33 (2), pp. 259-280.

A distributed SVM ensemble for large scale image classification and annotation

Alham, K., Li, M., Liu, Y. and Qi, M. 2013. A distributed SVM ensemble for large scale image classification and annotation. Computers and Mathematics with Applications. 66 (10), pp. 1920-1934. https://doi.org/10.1016/j.camwa.2013.07.015

Social media in law enforcement: the role and issues

Qi, M. 2012. Social media in law enforcement: the role and issues.

Cyber safety in schools

Qi, M. 2011. Cyber safety in schools.

Computer forensics in communication networks

Wang, Y. and Qi, M. 2012. Computer forensics in communication networks. in: IET International Communication Conference on Wireless Mobile and Computing (CCWMC 2011) Curran.

A distributed storage system for archiving broadcast media content

Cherry, D., Li, M. and Qi, M. 2012. A distributed storage system for archiving broadcast media content. in: Grid and Cloud Computing: Concepts, Methodologies, Tools and Applications IGI Global. pp. 669-679

A distributed SVM ensemble for image classification and annotation

Alham, M., Li, M., Liu, Y., Ponraj, M. and Qi, M. 2012. A distributed SVM ensemble for image classification and annotation. in: 2012 9th International Conference on Fuzzy Systems and Knowledge Discovery (FSKD) IEEE. pp. 1581-1584

Fast implementation of cel-based animation

Qi, M. 2008. Fast implementation of cel-based animation.

A case-based reasoning model for digital intrusion forensics

Qi, M., Wang, Y. and Xu, R. 2008. A case-based reasoning model for digital intrusion forensics.

Cybercrime legislation in China

Qi, M., Wang, Y. and Xu, R. 2008. Cybercrime legislation in China.

P2P DDoS: Challenges and Countermeasures

Qi, M. 2009. P2P DDoS: Challenges and Countermeasures.

Distributed indexing for resource discovery in P2P(Peer to Peer) networks

Qi, M., Hentschel, M., Li, M. and Ponraj, M. 2009. Distributed indexing for resource discovery in P2P(Peer to Peer) networks.

P2P(peer to peer) network-targeted DDoS(distributed denial-of-service attacks)

Qi, M. 2009. P2P(peer to peer) network-targeted DDoS(distributed denial-of-service attacks).

Spam and social effects

Qi, M., Edgar-Nevill, D. and Mousoli, R. 2009. Spam and social effects.

Footprints of cyber criminals

Qi, M. and Edgar-Nevill, D. 2007. Footprints of cyber criminals.

Tracking email offenders

Edgar-Nevill, D. and Qi, M. 2007. Tracking email offenders.

A MapReduce based parallel SVM for large scale spam filtering

Caruana, G., Li, M. and Qi, M. 2011. A MapReduce based parallel SVM for large scale spam filtering. in: Caruana, G. (ed.) Eighth International Conference on Fuzzy Systems and Knowledge Discovery (FSKD), 2011 IEEE.

Protecting intellectual property and computer software: legislation in China

Qi, M. and Wang, Y. 2010. Protecting intellectual property and computer software: legislation in China.

Machine learning based spam filtering: advantages and challenges

Qi, M. 2010. Machine learning based spam filtering: advantages and challenges.

Semantic analysis for spam filtering

Qi, M. and Mousoli, R. 2010. Semantic analysis for spam filtering.

Social networking searching and privacy issues

Qi, M. and Edgar-Nevill, D. 2011. Social networking searching and privacy issues. Information Security Technical Report. 16 (2), pp. 74-78. https://doi.org/10.1016/j.istr.2011.09.005

Facilitating resource discovery in grid environments with peer-to-peer structured tuple spaces

Li, M. and Qi, M. 2009. Facilitating resource discovery in grid environments with peer-to-peer structured tuple spaces. Peer-to-Peer Networking and Applications. 2 (4), pp. 283-297. https://doi.org/10.1007/s12083-009-0036-8

Optimizing peer selection in BitTorrent networks with genetic algorithms

Wu, T., Li, M. and Qi, M. 2010. Optimizing peer selection in BitTorrent networks with genetic algorithms. Future Generation Computer Systems. 26 (8), pp. 1151-1156. https://doi.org/10.1016/j.future.2010.05.016

OBIRE: ontology based bibliographic information publication and retrieval

Liu, X., Li, M., Liu, Y. and Qi, M. 2010. OBIRE: ontology based bibliographic information publication and retrieval. International Journal of Distributed Systems and Technologies. 1 (4), pp. 58-73.

Cybercrime and relevant legislation in China

Qi, M. and Wang, Y. 2010. Cybercrime and relevant legislation in China. in: Reich, P. (ed.) Cybercrime and Security Oxford Oxford University Press. pp. 1-34

Fighting cybercrime: legislation in China

Qi, M., Wang, Y. and Xu, R. 2009. Fighting cybercrime: legislation in China. International Journal of Electronic Security and Digital Forensics. 2 (2), pp. 219-227. https://doi.org/10.1504/IJESDF.2009.024905

Lessons learned from Beijing for the London 2012

Edgar-Nevill, D. and Qi, M. 2009. Lessons learned from Beijing for the London 2012. in: Edgar-Nevill, D. (ed.) Proceedings of the 3rd International Conference on Cybercrime Forensics Euducation and Training CFET 2009 Canterbury, UK Canterbury Christ Church University.

Web services discovery with rough sets

Li, M., Yu, B., Sahota, V. and Qi, M. 2009. Web services discovery with rough sets. International Journal of Web Services Research. 6 (1), pp. 69-86.

Service composition with Al planning

Qi, M. 2009. Service composition with Al planning. in: Li, M. and Yu, B. (ed.) Cyberinfrastructure Technologies and Applications Nova Science Publishers. pp. 179-197

Automatically wrapping legacy software into services: a grid case study

Li, M., Yu, B., Qi, M. and Antonopoulos, N. 2008. Automatically wrapping legacy software into services: a grid case study. Peer-to-Peer Networking and Applications. 1 (2), pp. 139-147. https://doi.org/10.1007/s12083-008-0011-9

The social effects of spam

Mousoli, R., Qi, M. and Edgar-Nevill, D. 2008. The social effects of spam. in: Edgar-Nevill, D. (ed.) Proceedings of CFET 2008 – 2nd Annual International Conference on Cybercrime Forensics Education and Training Canterbury Canterbury Christ Church University. pp. 71-78

Tracking online trails

Qi, M., Edgar-Nevill, D., Wang, Y. and Xu, R. 2008. Tracking online trails. in: Jahankhani, H., Revett, K. and Palmer-Brown, D. (ed.) Global E-Security Springer.

Tracking online trails

Qi, M., Edgar-Nevill, D., Wang, Y. and Xu, R. 2008. Tracking online trails. International Journal of Electronic Security and Digital Forensics. 1 (4), pp. 353-361. https://doi.org/10.1504/IJESDF.2008.021453

PGGA: a predictable and grouped genetic algorithm for job scheduling

Li, M., Yu, B. and Qi, M. 2006. PGGA: a predictable and grouped genetic algorithm for job scheduling. Future Generation Computer Systems. 22 (5), pp. 588-599. https://doi.org/10.1016/j.future.2005.09.001

A WSRF based shopping cart system

Li, M., Qi, M., Rozati, M. and Yu, B. 2005. A WSRF based shopping cart system. Lecture Notes in Computer Science [Advances in Grid Computing (EGC) 2005 European Grid Conference, Amsterdam, The Netherlands, February 14-16, 2005, Revised Selected Papers]. 3470, pp. 105-137. https://doi.org/10.1007/b137919

Leveraging legacy codes to distributed problem-solving environments: a web services approach

Li, M. and Qi, M. 2004. Leveraging legacy codes to distributed problem-solving environments: a web services approach. Software: Practice and Experience. 34 (13), pp. 1297-1309. https://doi.org/10.1002/spe.614

MAPBOT: A web based map information retrieval system

Li, M. and Qi, M. 2003. MAPBOT: A web based map information retrieval system. Information and Software Technology. 45 (10), pp. 691-698. https://doi.org/10.1016/S0950-5849(03)00082-X
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