Hongmei He

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 33

Top Topics

Information Gain

Resource Utilization

Top Venues

Publications

Ahmad Lawal, Yingjie Yang, Hongmei He, Nathanael L. Baisa
Machine Learning in Oil and Gas Exploration: A Review. IEEE Access 12 (2024)
Hongmei He, Di Zhou, Min Sheng, Jiandong Li
Hierarchical Cross-Domain Satellite Resource Management: An Intelligent Collaboration Perspective. IEEE Trans. Commun. 71 (4) (2023)
Hongmei He, John Gray, Angelo Cangelosi, Qinggang Meng, T. Martin McGinnity, Jörn Mehnen
The Challenges and Opportunities of Human-Centered AI for Trustworthy Robots and Autonomous Systems. IEEE Trans. Cogn. Dev. Syst. 14 (4) (2022)
Qian-Ru Wei, Hongmei He, Yuan Zhao, Jia-Ang Li
Learn to Recognize Unknown SAR Targets From Reflection Similarity. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Hongmei He, Zhenhuan Zhu
A heuristically self-organised Linguistic Attribute Deep Learning for edge intelligence. Int. J. Mach. Learn. Cybern. 13 (9) (2022)
Meng-Yuan Chen, Yong Jian Wu, Hongmei He
A novel navigation system for an autonomous mobile robot in an uncertain environment. Robotica 40 (3) (2022)
Abdulmohsan Aloseel, Saba Al-Rubaye, Argyrios C. Zolotas, Hongmei He, Carl Shaw
A Novel Approach for Detecting Cyberattacks in Embedded Systems Based on Anomalous Patterns of Resource Utilization-Part I. IEEE Access 9 (2021)
Hongmei He, John Gray, Angelo Cangelosi, Qinggang Meng, T. Martin McGinnity, Jörn Mehnen
The Challenges and Opportunities of Human-Centered AI for Trustworthy Robots and Autonomous Systems. CoRR (2021)
John Oyekan, Windo Hutabarat, Christopher Turner, Ashutosh Tiwari, Hongmei He, Raymon Gompelman
A Knowledge-Based Cognitive Architecture Supported by Machine Learning Algorithms for Interpretable Monitoring of Large-Scale Satellite Networks. Sensors 21 (13) (2021)
Hongmei He, Mengyuan Chen, Gang Xu, Zhilong Zhu, Zhenhuan Zhu
Learnability and robustness of shallow neural networks learned by a performance-driven BP and a variant of PSO for edge decision-making. Neural Comput. Appl. 33 (20) (2021)
Hongmei He, Di Zhou, Min Sheng, Jiandong Li
Mission Structure Learning-Based Resource Allocation in Space Information Networks. ICC (2021)
Linyu Zheng, Hongmei He
Share price prediction of aerospace relevant companies with recurrent neural networks based on PCA. Expert Syst. Appl. 183 (2021)
Abdulmohsan Aloseel, Hongmei He, Carl Shaw, Muhammad A. Khan
Analytical Review of Cybersecurity for Embedded Systems. IEEE Access 9 (2021)
Yedong Li, Hongmei He, Zhixin Zhang
Human motion quality assessment toward sophisticated sports scenes based on deeply-learned 3D CNN model. J. Vis. Commun. Image Represent. 71 (2020)
Linyu Zheng, Hongmei He
Share Price Prediction of Aerospace Relevant Companies with Recurrent Neural Networks based on PCA. CoRR (2020)
Hongmei He, Mengyuan Chen, Gang Xu, Zhilong Zhu, Zhenhuan Zhu
Learnability and Robustness of Shallow Neural Networks Learned With a Performance-Driven BP and a Variant PSO For Edge Decision-Making. CoRR (2020)
Meng-Yuan Chen, Yong Jian Wu, Hongmei He
A Novel Navigation System for an Autonomous Mobile Robot in an Uncertain Environment. CoRR (2020)
Hongmei He, Zhenhuan Zhu
A Heuristically Self-Organised Linguistic Attribute Deep Learning in Edge Computing For IoT Intelligence. CoRR (2020)
Hanlin Chen, Hongmei He, Andrew Starr
An Overview of Web Robots Detection Techniques. Cyber Security (2020)
Uchenna Daniel Ani, Hongmei He, Ashutosh Tiwari
Vulnerability-Based Impact Criticality Estimation for Industrial Control Systems. Cyber Security (2020)
Uchenna Daniel Ani, Hongmei He, Ashutosh Tiwari
Human factor security: evaluating the cybersecurity capacity of the industrial workforce. J. Syst. Inf. Technol. 21 (1) (2019)
Andrew Mason, Yifan Zhao, Hongmei He, Raymon Gompelman, Srikanth Mandava
Online Anomaly Detection of Time Series at Scale. CyberSA (2019)
Hongmei He, Zhilong Zhu, Gang Xu, Zhenhuan Zhu
How Good a Shallow Neural Network Is for Solving Non-linear Decision Making Problems. BICS (2018)
Meng-Yuan Chen, Yong Jian Wu, Hongmei He
A Comprehensive Obstacle Avoidance System of Mobile Robots Using an Adaptive Threshold Clustering and the Morphin Algorithm. UKCI (2018)
Swati Jadhav, Hongmei He, Karl Jenkins
Information gain directed genetic algorithm wrapper feature selection for credit rating. Appl. Soft Comput. 69 (2018)
Huda Hallawi, Jörn Mehnen, Hongmei He
Multi-Capacity Combinatorial Ordering GA in Application to Cloud resources allocation and efficient virtual machines consolidation. Future Gener. Comput. Syst. 69 (2017)
Hongmei He, Tim Watson, Carsten Maple, Jörn Mehnen, Ashutosh Tiwari
A new semantic attribute deep learning with a linguistic attribute hierarchy for spam detection. IJCNN (2017)
Hongmei He, Carsten Maple, Tim Watson, Ashutosh Tiwari, Jörn Mehnen, Yaochu Jin, Bogdan Gabrys
The security challenges in the IoT enabled cyber-physical systems and opportunities for evolutionary computing & other computational intelligence. CEC (2016)
Hongmei He, Ashutosh Tiwari, Jörn Mehnen, Tim Watson, Carsten Maple, Yaochu Jin, Bogdan Gabrys
Incremental information gain analysis of input attribute impact on RBF-kernel SVM spam detection. CEC (2016)
Swati Jadhav, Hongmei He, Karl Jenkins
Prediction of Earnings per Share for Industry. KDIR (2015)
Hongmei He, Zhenhuan Zhu, Erkki Mäkinen
Task-oriented distributed data fusion in autonomous wireless sensor networks. Soft Comput. 19 (8) (2015)
Hongmei He, Zhenhuan Zhu, Ashutosh Tiwari, Andrew Mills
A cascade of linguistic CMAC neural networks for decision making. IJCNN (2015)
Hongmei He, Ana Salagean, Erkki Mäkinen, Imrich Vrt'o
Various heuristic algorithms to minimise the two-page crossingnumbers of graphs. Open Comput. Sci. 5 (1) (2015)
Hongmei He, Thomas Martin McGinnity, Sonya A. Coleman, Bryan Gardiner
Linguistic Decision Making for Robot Route Learning. IEEE Trans. Neural Networks Learn. Syst. 25 (1) (2014)
Zhenhuan Zhu, S. Olutunde Oyadiji, Hongmei He
Energy awareness workflow model for wireless sensor nodes. Wirel. Commun. Mob. Comput. 14 (17) (2014)
Hongmei He, Jonathan Lawry
The linguistic attribute hierarchy and its optimisation for classification. Soft Comput. 18 (10) (2014)
Hongmei He, Zengchang Qin
Bisociation networks analysis for business process. Int. J. Mach. Learn. Cybern. 4 (5) (2013)
Bryan Gardiner, Sonya A. Coleman, T. Martin McGinnity, Hongmei He
Robot control code generation by task demonstration in a dynamic environment. Robotics Auton. Syst. 60 (12) (2012)
Hongmei He, Ana Salagean, Erkki Mäkinen
One- and two-page crossing numbers for some types of graphs. Int. J. Comput. Math. 87 (8) (2010)
Hongmei He, Zengchang Qin
A k-hyperplane-based neural network for non-linear regression. IEEE ICCI (2010)
Jonathan Lawry, Hongmei He
Linguistic Decision Trees for Fusing Tidal Surge Forecasting Models. SMPS (2010)
Hongmei He, Jonathan Lawry
A linguistic CMAC equivalent to a Linguistic Decision Tree for classification. IJCNN (2009)
Hongmei He, Zhenhuan Zhu, Erkki Mäkinen
A Neural Network Model to Minimize the Connected Dominating Set for Self-Configuration of Wireless Sensor Networks. IEEE Trans. Neural Networks 20 (6) (2009)
Jonathan Lawry, Hongmei He
Multi-Attribute Decision Making Based on Label Semantics. Int. J. Uncertain. Fuzziness Knowl. Based Syst. 16 (Supplement-2) (2008)
Hongmei He, Jonathan Lawry
Linguistic attribute hierarchies for downwards propagation of information. FUZZ-IEEE (2008)
Hongmei He, Ondrej Sýkora, Erkki Mäkinen
Genetic algorithms for the 2-page book drawing problem of graphs. J. Heuristics 13 (1) (2007)
Jonathan Lawry, Hongmei He
Linguistic Attribute Hierarchies for Multiple-Attribute Decision Making. FUZZ-IEEE (2007)
Hongmei He, Ondrej Sýkora, Ana Salagean, Erkki Mäkinen
Parallelisation of genetic algorithms for the 2-page crossing number problem. J. Parallel Distributed Comput. 67 (2) (2007)
Hongmei He, Ondrej Sýkora
A Hopfield Neural Network Model for the Outerplanar Drawing Problem. IMECS (2006)
Hongmei He, O. Skora, E. Mkinen
An Improved Neural Network Model for the Two-Page Crossing Number Problem. IEEE Trans. Neural Networks 17 (6) (2006)
Hongmei He, Ondrej Sýkora, Ana Salagean
Various Island-based Parallel Genetic Algorithms for the 2-Page Drawing Problem. Parallel and Distributed Computing and Networks (2006)
Radoslav Fulek, Hongmei He, Ondrej Sýkora, Imrich Vrto
Outerplanar Crossing Numbers of 3-Row Meshes, Halin Graphs and Complete p-Partite Graphs. SOFSEM (2005)
Hongmei He, Ondrej Sýkora, Imrich Vrto
Crossing Minimisation Heuristics for 2-page Drawings. Electron. Notes Discret. Math. 22 (2005)
Xuan Liu, Hongmei He, Ondrej Sýkora
Parallel Genetic Algorithm and Parallel Simulated Annealing Algorithm for the Closest String Problem. ADMA (2005)