Mandy Qi

Mandy is a Reader in the Department of Computing at Canterbury Christ Church University.

She has been working in the Department since 2005. Prior to that, she was a Research Associate in the Department of Computer Science, University of Bath and a Post-doctoral Research Assistant in the Department of Electronic, Electrical and Computer Engineering at University of Portsmouth.

Mandy has been involved in teaching in Fundamentals of Computing, E-Commerce, Computer Law and Ethics, HCI etc. She is a fellow of HEA and BCS. Since 2000, she has worked on a number of UK and EU projects. Her research interests include cybercrime and computer forensics, intelligent computing, network application and human computer interaction.

'Protecting IoT applications and devices from privacy breaches using Machine Learning. Researcher(s): Mr Victor Obarafor. Supervisor(s): Dr Man Qi, Dr Leishi Zhang. [Postgraduate Research Project]
Digital Transition in Healthcare from Covid-19: Impacts and Models. Researcher(s): Miss Rosa Aparicio Nogues. Supervisor(s): Dr Mandy Qi, Dr Scott Turner. [Postgraduate Research Project]
Doctoral Research Project. Researcher(s): Mr Chris Bamber. Supervisor(s): Dr Mandy Qi, Dr Abhaya Induruwa. [Postgraduate Research Project (past)]
Doctoral Research Project. Researcher(s): Miss Cara Brennan. Supervisor(s): Dr Mandy Qi, Dr Abhaya Induruwa. [Postgraduate Research Project (past)]
Exploring the benefits of combining DIT with VR to promote academic enterprise and foresight innovation. Researcher(s): Mr Gareth Ward. Supervisor(s): Dr Mandy Qi, Dr Anne Nortcliffe. [Postgraduate Research Project]
Security and Privacy of Smart Home (IoT). Researcher(s): Mr FIDA HUSSAIN HUSSAIN. Supervisor(s): Dr Mandy Qi, Dr Paul Stephens. [Postgraduate Research Project (past)]

The role of use cases when adopting augmented reality into higher education pedagogy Mr Gareth Ward, Dr Scott Turner, Mr Chris Pitt, Dr Mandy Qi, Mrs Angela Richmond-Fuller, Mr Tim Jackson, Confronting Global and National Challenges: Our 2030 Vision. [Conference paper]
A review of privacy-preserving federated learning, deep learning, and machine learning IIoT and IoTs solutions Mr Victor Obarafor, Dr Mandy Qi, Dr Leishi Zhang, (08 Jul 2023), 2023 8th IEEE International Conference on Signal and Image Processing (ICSIP). Wuxi, China: 2023 8th International Conference on Signal and Image Processing (ICSIP). [Book chapter]
Alignment-based conformance checking of hierarchical process models Dr Mandy Qi: Computing and Informatics. [Journal article]
Pre-processing of Social Media Remarks for Forensics Dr Mandy Qi, (29 Jul 2023), 19th International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery (ICNC-FSKD 2023): 2023 19th International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery (ICNC-FSKD). [Journal article]
A novel data analytic model for mining user insurance demands from microblogs Dr Mandy Qi, (09 Aug 2022): Computing and Informatics. [Journal article]
Deep learning based real-time facial mask detection and crowd monitoring Dr Mandy Qi, (18 Feb 2022): Computing and Informatics. [Journal article]
Deviation detection in clinical pathways based on business alignment Dr Mandy Qi, (06 Jan 2022, 06 Jan 2022, 06 Jan 2022): Scientific Programming. [Journal article]
Novel architecture for human re-identification with a two-stream neural network and attention ,echanism Dr Mandy Qi, (09 Nov 2022): Computing and Informatics. [Journal article]
Repairing process models with non-free-choice constructs based on token replay Dr Mandy Qi, (09 Nov 2022): Computing and Informatics. [Journal article]
Research on UBI auto insurance pricing model based on parameter adaptive SAPSO optimal fuzzy controller Dr Mandy Qi, (09 Nov 2022): Computing and Informatics. [Journal article]
Transformers only look once with nonlinear combination for real-time object detection Dr Mandy Qi, (21 May 2022). [Journal article]
Security vulnerabilities of popular smart home appliances Dr Mandy Qi, Dr Abhaya Induruwa, Mr FIDA HUSSAIN HUSSAIN, Proceeding of The Twentieth International Conference on Networks April 18, 2021 to April 22, 2021 - Porto, Portugal. [Book chapter]
Hybrid Intrusion Detection System for Smart Home Applications Mr FIDA HUSSAIN HUSSAIN, Dr Abhaya Induruwa, Dr Mandy Qi, (Nov 2020), Developing and Monitoring Smart Environments for Intelligent Cities: Developing and Monitoring Smart Environments for Intelligent Cities. [Book chapter]
Improved adaptive genetic algorithm for the vehicle insurance fraud identification model based on a BP neural network Dr Mandy Qi, (03 Jul 2019, 12 May 2020). [Journal article]
Fuzzy interacting multiple model H8 particle filter algorithm based on current statistical model Dr Mandy Qi, (01 Jul 2019): International Journal of Fuzzy Systems. [Journal article]
Payments per claim model of outstanding claims reserve based on fuzzy linear regression Dr Mandy Qi, (15 Mar 2019): International Journal of Fuzzy Systems. [Journal article]
Data-driven pedestrian re-identification based on hierarchical semantic representation Dr Mandy Qi, (17 Dec 2017): Concurrency and Computation: Practice and Experience. [Journal article]
Integrated privacy preserving framework for smart home Dr Mandy Qi, Mr FIDA HUSSAIN HUSSAIN, Proceedings of The 14th International Conference on Fuzzy Systems and Knowledge Discovery, 28-30 July 2018 in Huangshan, China.. [Book chapter]
Temporal sparse feature auto-combination deep network for video action recognition Dr Mandy Qi, (22 Mar 2018): Concurrency and Computation: Practice and Experience. [Journal article]
AL-DDCNN : a distributed crossing semantic gap learning for person re-identification Dr Mandy Qi, (10 Feb 2017): Concurrency and Computation: Practice and Experience. [Journal article]
Facilitating visual surveillance with motion detections Dr Mandy Qi, (10 Feb 2017): Concurrency and Computation: Practice and Experience. [Journal article]
Gaussian-Gamma collaborative filtering: a hierarchical Bayesian model for recommender systems Dr Mandy Qi, (27 Apr 2017): Journal of Computer and System Sciences. [Journal article]
Soundness analytics of composed logical workflow nets Dr Mandy Qi, (20 Oct 2017): International Journal of Parallel Programming. [Journal article]
A sliding window-based dynamic load balancing for heterogeneous Hadoop clusters Dr Mandy Qi, (06 Jan 2016): Concurrency and Computation: Practice and Experience. [Journal article]
Data security of android applications Dr Mandy Qi, (13 Aug 2016), 2016 12th International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery : ICNC-FSKD 2016 : 13-15 August, Changsha, China, The 2016 12th International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery (ICNC-FSKD 2016). [Book chapter]
Integration of link and semantic relations for information recommendation Dr Mandy Qi, (2016): Computing and Informatics. [Journal article]
A resource aware MapReduce based parallel SVM for large scale image classification Dr Mandy Qi, Guo, W., Khalid, N., Liu, Y., Li, M., Qi, M., (18 Sep 2015): Neural Processing Letters. [Journal article]
Parallelizing abnormal event detection in crowded scenes with GPU Dr Mandy Qi, The12th IEEE International Conference on Fuzzy Systems and Knowledge Discovery (FSKD'15). [Conference paper]
A MapReduce based distributed LSI for scalable information retrieval Dr Mandy Qi, (2014): Computing and Informatics. [Journal article]
Big data management in digital forensics Dr Mandy Qi, (2014), 2014 IEEE 17th International Conference on Computational Science and Engineering (CSE), 17th IEEE International Conference on Computational Science and Engineering(CSE2014). [Book chapter]
Digital forensics and NoSQL databases Dr Mandy Qi, Proceedings of the 11th International Conference on Fuzzy Systems and Knowledge Discovery (FSKD), 2014, 10th IEEE International Conference on Natural Computation (ICNC'14) and 11th International Conference on Fuzzy Systems and Knowledge Discovery (FSKD'14). [Book chapter]
Employing neural networks for DDoS detection Dr Mandy Qi, 7th International Conference on Cybercrime Forensics Education and Training CFET 2014. [Conference paper]
A distributed SVM ensemble for large scale image classification and annotation Dr Mandy Qi, (10 Dec 2013): Computers and Mathematics with Applications. [Journal article]
Clear up grey areas: cybercrime legislation progress in China Dr Mandy Qi, The 3rd International Conference on Cybercrime, Security and Digital Forensics (Cyberforensics 2013). [Conference paper]
A distributed storage system for archiving broadcast media content Dr Mandy Qi, (Apr 2012), Grid and Cloud Computing: Concepts, Methodologies, Tools and Applications. [Book chapter]
A distributed SVM ensemble for image classification and annotation Dr Mandy Qi, (2012), 2012 9th International Conference on Fuzzy Systems and Knowledge Discovery (FSKD), IEEE 9th International Conference on Fuzzy Systems and Knowledge Discovery (FSKD'12). [Book chapter]
Computer forensics in communication networks Dr Mandy Qi, (May 2012), IET International Communication Conference on Wireless Mobile and Computing (CCWMC 2011), 2011 IET International Communication Conference on Wireless Mobile & Computing. [Book chapter]
Social media in law enforcement: the role and issues Dr Mandy Qi, the 6th International Conference on Cybercrime Forensics Education and Training CFET 2012. [Conference paper]
A MapReduce based parallel SVM for large scale spam filtering Dr Mandy Qi, (Jul 2011), Eighth International Conference on Fuzzy Systems and Knowledge Discovery (FSKD), 2011, IEEE 8th International Conference on Fuzzy Systems and Knowledge Discovery (FSKD'11). [Book chapter]
Cyber safety in schools Dr Mandy Qi, 5th International Conference on Cybercrime Forensics Education and Training CFET 2011. [Conference paper]
Social networking searching and privacy issues Dr Mandy Qi, (May 2011): Information Security Technical Report. [Journal article]
Cybercrime and relevant legislation in China Dr Mandy Qi, (2010), Cybercrime and Security. Oxford. [Book chapter]
Machine learning based spam filtering: advantages and challenges Dr Mandy Qi, 4th International Conference on Cybercrime Forensics Education and Training. [Conference paper]
OBIRE: ontology based bibliographic information publication and retrieval Dr Mandy Qi, (2010): International Journal of Distributed Systems and Technologies. [Journal article]
Optimizing peer selection in BitTorrent networks with genetic algorithms Dr Mandy Qi: Future Generation Computer Systems. [Journal article]
Protecting intellectual property and computer software: legislation in China Dr Mandy Qi, 4th International Conference on Cybercrime Forensics Education and Training. [Conference paper]
Semantic analysis for spam filtering Dr Mandy Qi, Mr Reza Mousoli, 6th International Conference on Natural Computation and the 7th International Conference on Fuzzy Systems and Knowledge Discovery. [Conference paper]
Distributed indexing for resource discovery in P2P(Peer to Peer) networks Dr Mandy Qi, Proceedings of IEEE CCGrid/ServP2P Workshop. [Conference paper]
Facilitating resource discovery in grid environments with peer-to-peer structured tuple spaces Dr Mandy Qi: Peer-to-Peer Networking and Applications. [Journal article]
Fighting cybercrime: legislation in China Dr Mandy Qi, (Mar 2009): International Journal of Electronic Security and Digital Forensics. [Journal article]
Lessons learned from Beijing for the London 2012 Dr Mandy Qi, (2009), Proceedings of the 3rd International Conference on Cybercrime Forensics Euducation and Training CFET 2009. Canterbury, UK. [Book chapter]
P2P DDoS: Challenges and Countermeasures Dr Mandy Qi, Proceedings of IEEE 6th International Conference on Fuzzy Systems and Knowledge Discovery (FSKD '09). [Conference paper]
P2P(peer to peer) network-targeted DDoS(distributed denial-of-service attacks) Dr Mandy Qi, 2nd International Conference on the Applications of Digital Information and Web Technologies (ICADIWT 2009). [Conference paper]
Service composition with Al planning Dr Mandy Qi, (01 Jan 2009), Cyberinfrastructure Technologies and Applications. [Book chapter]
Spam and social effects Dr Mandy Qi, Mr Reza Mousoli, Symposia and Workshops on Ubiquitous, Autonomic and Trusted Computing, UIT-ATC'09. [Conference paper]
Web services discovery with rough sets Dr Mandy Qi, (2009): International Journal of Web Services Research. [Journal article]
A case-based reasoning model for digital intrusion forensics Dr Mandy Qi, 2nd Annual International Conference on Cybercrime Forensics Education and Training. [Conference paper]
Automatically wrapping legacy software into services: a grid case study Dr Mandy Qi, (Sep 2008): Peer-to-Peer Networking and Applications. [Journal article]
Cybercrime legislation in China Dr Mandy Qi, 2nd Annual International Conference on Cybercrime Forensics Education and Training. [Conference paper]
Fast implementation of cel-based animation Dr Mandy Qi, International Conference on Advanced Infocomm Technology. [Conference paper]
The social effects of spam Mr Reza Mousoli, Dr Mandy Qi, (2008), Proceedings of CFET 2008 – 2nd Annual International Conference on Cybercrime Forensics Education and Training. Canterbury. [Book chapter]
Tracking online trails Dr Mandy Qi, (2008): International Journal of Electronic Security and Digital Forensics. [Journal article]
Tracking online trails Dr Mandy Qi, (2008), Global E-Security. [Book chapter]
Footprints of cyber criminals Dr Mandy Qi, 1st International Conference on Cybercrime Forensics Education and Training. [Conference paper]
Tracking email offenders Dr Mandy Qi, ETHICOMP Working Conference. [Conference paper]
PGGA: a predictable and grouped genetic algorithm for job scheduling Dr Mandy Qi, (Apr 2006): Future Generation Computer Systems. [Journal article]
A WSRF based shopping cart system Dr Mandy Qi, (Feb 2005): Lecture Notes in Computer Science [Advances in Grid Computing (EGC) 2005 European Grid Conference, Amsterdam, The Netherlands, February 14-16, 2005, Revised Selected Papers]. [Journal article]
Leveraging legacy codes to distributed problem-solving environments: a web services approach Dr Mandy Qi, (Nov 2004): Software: Practice and Experience. [Journal article]
MAPBOT: A web based map information retrieval system Dr Mandy Qi, (Jul 2003): Information and Software Technology. [Journal article]

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