Areas of expertise
- Autonomous Systems
- Carbon, Climate and Risk
- Computing, Simulation & Modelling
- Defence manufacturing
- Industrial Automation
- Sensor Technologies
Dr. He, Hongmei (Mary) is a lecturer at Cranfield University. She is a Computer Scientist with the expertise in Artificial Intelligence and Robotics. She obtained her MSc in Multi-media and Internet Computing and PhD in Computer Science from Loughborough University in 2003 and 2006, respectively, aw well as the BEng in Electronics & Computer Engineering from Anhui Polytechnic University, China in 1997.
She has worked in the field of Computer Engineering/Science for more than 30 years, and joined and completed many research/industry projects. Before coming to the UK, she once was a senior software engineer in Motorola Design House in China. Her expertise in Artificial Intelligence and Computational Intelligence has been applied to many areas such as Cognitive Robotics, Data Fusion/Mining, Wireless Sensor Networks, IoT Intelligence, Cyber Security, and Cloud Computing. She has published more than 50 papers in peer-reviewed journals and international conferences.
Dr He has been an Editorial Board member of Advances in Computing since 2011. She is a Working Group Member of UK IoT Security Foundation (IoTSF), Senior Member of IEEE (Computational Intelligence, RAS, Cybersecurity and Women in Engineering societies), and actively serve for the IEEE UK & Ireland RAS Chapter as the chapter secretary. She also served as a committee member or session chair for some international conferences, such as IJCNN2018, IJCNN2017, WCCI2016, IJCNN2015, IAENG ICAIA'09, WCCI2008, etc.
(Sensor) Data Fusion
Internet of Things (IoT)
BT, BAE systems, TATASteel, Atkins.
Articles In Journals
- Hallawi H, Mehnen J & He H (2017) Multi-capacity combinatorial ordering GA in application to cloud resources allocation and efficient virtual machines consolidation, Future Generation Computer Systems, 69 1-10.
- Jadhav S, He H & Jenkins K (2016) An academic review: Applications of data mining techniques in finance industry, International Journal of Soft Computing and Artificial Intelligence, 4 (1) 79-95.
- He H, Salagean A, Makinen E & Vrt’o I (2015) Various heuristic algorithms for the two-page drawing problem of graphs, Open Computer Science, 5 (1) 22-40.
- He H, McGinnity M, Coleman S & Gardiner B (2014) Linguistic Decision Making for Robot Route Learning, IEEE Transactions on Neural Networks and Learning Systems, 25 (1) 203-215.
- He H & Lawry J (2014) The linguistic attribute hierarchy and Its optimisation for classification, Soft Computing, 18 (10) 1967-1984.
- He H, Zhu Z & Makinen E (2014) Task-oriented Distributed Data Fusion in Autonomous Wireless Sensor Networks, Soft Computing, 19 (8) 2305-2319.
- He H & Qin Z (2013) Bisociation networks analysis for business process, International Journal of Machine Learning and Cybernetics, 4 (5) 419-426.
- Gardiner B, Coleman SA, McGinnity TM & He H (2012) Robot control code generation by task demonstration in a dynamic environment, Robotics and Autonomous Systems, 60 (12) 1508-1519.
- Zhu Z, Oyadiji SO & He H (2012) Energy Awareness Workflow Model for Wireless Sensor Nodes, Wireless Communications and Mobile Computing, 14 (17) 1583-1600.
- He H, Salagean A & Mäkinen E (2010) One- and two-page crossing numbers for some types of graphs, International Journal of Computer Mathematics, 87 (8) 1667-1679.
- He H, Zhu Z & Mäkinen E (2009) A neural network model to minimise the connected dominating set for self-configuration of wireless sensor networks, IEEE Transactions on Neural Networks, 20 (6) 973-982.
- He H & Lawry J (2009) Optimal cascade linguistic attribute hierarchies for information propagation, IAENG International Journal of Computer Science, 36 (2) 129-136.
- Lawry J & He H (2008) Multi-attribute decision making based on label semantics, International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems, 16 (SUPPL.2) 69-86.
- He H, Sýkora O & Mäkinen E (2007) Genetic algorithms for the 2-page drawing problem of graphs, Journal of Heuristics, 13 (1) 77-93.
- He H, Sýkora O, Sălăgean A & Mäkinen E (2007) Parallelization of genetic algorithm for the 2-page crossing number problem, Journal of Parallel and Distributed Computing, 67 (2) 229-241.
- He H, Sýkora O & Mäkinen E (2006) An improved neural network model for the 2 -page crossing number problem, IEEE Transactions on Neural Networks, 17 (6) 1642-1646.
- He H & Sýkora O (2006) A Hopfield neural network model for the outerplanar crossing number problem, IAENG International Journal of Computer Science, 32 (3) 483-488.
- He H, Sýkora O & Vrt'o I (2005) Heuristic crossing minimisation algorithms for the 2-page drawings (extended abstract), Electronic Notes in Discrete Mathematics, 22 527-534.
- He H, Watson T, Maple C, Mehnen J & Ashutosh T (2017) A new semantic attribute deep learning with a linguistic attribute hierarchy for spam detection. In: International Joint Conference on Neural Networks, 2017 (IJCNN 2017), Anchorage, AK, 14-19 May 2017.
- He H, Tiwari A, Mehnen J, Watson T, Maple C, Jin Y & Gabrys B (2016) Incremental information gain analysis of input attribute impact on RBF-Kernel SVM spam detection. In: 2016 IEEE Congress on Evolutionary Computation (CEC), Vancouver, BC, 24-29 July 2016.
- He H, Watson T, Maple C, Tiwari A, Mehnen J, Jin Y & Gabrys B (2016) The security challenges in the IoT enabled cyber-physical systems and opportunities for evolutionary computing and other computational intelligence. In: 2016 IEEE Congress on Evolutionary Computation (CEC), Vancouver, BC, 24-29 July 2016.
- He H, Zhu Z, Tiwari A & Mills A (2015) A cascade of linguistic CMAC neural networks for decision making. In: 2015 International Joint Conference on Neural Networks (IJCNN), Killarney, 12-17 July 2015.
- Jadhav S, He H & Jenkins K (2015) Prediction of earnings per share for industry. In: 7th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management (IC3K), 2015, Lisbon, 12-14 November 2014.
- Guest RM, He H, Stevenage S & Neil GJ (2013) An assessment of the human performance of iris identification. In: 2013 IEEE International Conference on Technologies for Homeland Security, Waltham, MA, 12-14 November 2013.
- He H & Guest RM (2013) A framework of configurable multi-engine systems based on performance matrices for face recognition. In: 2013 IEEE International Conference on Technologies for Homeland Security, Waltham, MA, 12-14 November 2013.
- He H, Zhu Z & Mäkinen E (2012) Task-oriented Distributed Decision Making in Wireless Sensor Networks. In: 4th International Conference on Intelligent Human-Machine Systems and Cybernetics, Nanchang, 26-27 August 2012.
- He H & Qin Z (2010) A k-hyperplane-based neural network for non-linear regression. In: 9th IEEE International Conference on Cognitive Informatics (ICCI), Beijing, 7-9 July 2010.
- He H & Lawry J (2009) Optimal cascaded hierarchies of linguistics decision trees for decision making. In: 2009 IAENG International Conference on Artificial Intelligence and Applications (ICAIA'09), Hong Kong, 18 March 2009.
- He H & Lawry J (2009) Linguistic CMAC for multi-attribute decision making. In: 2009 IAENG International Conference on Artificial Intelligence and Applications (ICAIA'09), Hong Kong, 18 March 2009.
- He H & Lawry J (2009) A linguistic CMAC equivalent to a linguistic decision tree for classification. In: International Joint Conference on Neural Networks (IJCNN) 2009, Atlanta, 14-19 June 2009.
- He H & Lawry J (2008) Linguistic attribute hierarchies for downwards information propagation. In: 2008 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2008), Hoing Kong, 1-6 June 2008.
- Mehnen J, He H, Tedeschi S & Tapoglou N (2017) Practical Security Aspects of the Internet of Things. In: Cybersecurity for Industry 4.0: Analysis for Design and Manufacturing. Lane Thames, Dirk Schaefer (ed.), Springer International Publishing, p. 225-242.
- Ani UPD, He HM & Tiwari A (2016) Human capability evaluation approach for cybersecurity in critical industrial infrastructure. In: Advances in Human Factors in Cybersecurity: Proceedings of the AHFE 2016 International Conference on Human Factors in Cybersecurity, July 27-31, 2016, Walt Disney World, Florida, USA, Springer International Publishing, p. 169-182.
- He H (2014) Algorithms on the Book Crossing Number Probelm of Graphs -- An Investigation of Various Algorithms and Theory in Graph Drawings . OmniScriptum GmbH & Co. KG: LAP Lambert Academic Publishing.
- He H (2014) Algorithms for the book crossing number problems of graphs – an investigation of various algorithms and theory in graph drawings. Lambert Academic Publishing.
- Martin T & He H (2012) Biosociative discovery in business process models. In: Bisociative Knowledge Discovery, An Introduction to Concept, Algorithms, Tools, and Applications. Berthold MR (ed.), Heidelberg: Springer, p. 452-471.
- He H & Lawry J (2010) A linguistic CMAC vs. a linguistic decision tree for decision making. In: Intelligent Automation and Computer Engineering. Huang X, Ao SI, Castillo O (ed.), Netherlands: Springer Science Business Media, p. 1-16.
- He H & Lawry J (2010) A kind of linguistic attribute hierarchies for the two-way information propagation and Its optimisation. In: Intelligent Automation and Computer Engineering. Huang X, Ao S, Castillo O (ed.), Netherlands: Springer, p. 53-66, ed. 2010.
- Lawry J & He H (2010) Linguistic decision trees for fusing tidal surge forecasting models. In: Combining Soft Computing and Statistical Methods in Data Analysis, Berlin Heidelberg: Springer, p. 403-410.