Hao Wang
Background and activities
Ph.D. and B.Eng. in Computer Science
Research in Big Data, Knowledge Management, Industrial IoT, HPC, Security&Privacy, in the context of Safety Critical Systems. My research is application-oriented with strong focus on real-world data. ResearchGate
Teaching AI (Bachelor); Deep Learning (Master/PhD).
Supervision I enjoy working with students on research/inquery-driven topics. I am particularly proud of the success of those "underdog" students, e.g., my first master student in Norway, with a bachelor in port design, is now a data visual analytics expert in Alibaba Group.
Latest news:
- Elected as the Chair for Sub TC on Healthcare, IEEE IES TC on Industrial Informatics
- Paper "Blockchain-based Privacy Preservation for 5G-enabled Drone Communications", Accepted by IEEE Network.
- Paper "Convergence of Blockchain and Edge Computing for Secure and Scalable IIoT Critical Infrastructures in Industry 4.0", Accepted by IEEE IoT Journal.
- SI: Ubiquitous Edge Computing for Next Generation IoT and 6G: Architecture, Modelling and Systems in Journal of Systems Architecture
- SI: Blockchain for Trustworthy Internet of Things in MDPI Sensors Journal
- RCN INTPART project INID: International Network for Image-based Diagnosis funded
- SI: Security and privacy issues for artificial intelligence in edge-cloud computing in Springer Journal of Cloud Computing
Academic activities
- Topic editor, Sensors, MDPI
- Editorial board member, Journal Marine Science and Application, Springer
- Guest editor for SI, EURASIP Journal on Wireless Communications and Networking, Springer; MDPI Sensors; Springer CCF TPCI; Springer JCC; Hindawi SCN.
- PC (co-)chairs for IEEE CIT 2017, ES 2017, DataCom 2015.
- Senior TPC member for ACM CIKM 2019.
- Reviewer for IEEE TKDE, TII, T-IFS, IoTJ, TETC, ACM TOMM, NEUCOM, and etc.
- PC member for many international conferences.
Awards
- Outstanding Paper Award, IEEE CPSCom 2019
- J. Zhou, H.N.Dai, and H.Wang, Portable Convolution Neural Networks for Traffic Sign Recognition in Intelligent Transportation Systems
- Outstanding Leadership Award, IEEE CIT 2017
- Outstanding Service Award, DataCom 2015
- Certificate of Appreciation, McMaster Centre for Software Certification, 2014
Courses
- IMT4392 - Deep Learning for Visual Computing
- IE500417 - Data Processing and Visualization
- PROG2051 - Artificial Intelligence
Scientific, academic and artistic work
A selection of recent journal publications, artistic productions, books, including book and report excerpts. See all publications in the database
Journal publications
- (2022) A Blockchain-Empowered Cluster-based Federated Learning Model for Blade Icing Estimation on IoT-enabled Wind Turbine. IEEE Transactions on Industrial Informatics.
- (2022) A synergetic image encryption method based on discrete fractional random transform and chaotic maps. Multimedia tools and applications.
- (2022) LNNet: Lightweight Nested Network for motion deblurring. Journal of systems architecture. vol. 129.
- (2022) Deep learning-based multimodal image analysis for cervical cancer detection. Methods. vol. 205.
- (2022) Skip Truncation for Sentiment Analysis of Long Review Information Based on Grammatical Structures. Lecture Notes on Data Engineering and Communications Technologies.
- (2022) Learning the Morphological and Syntactic Grammars for Named Entity Recognition. Information. vol. 13 (2).
- (2022) HGATE: Heterogeneous Graph Attention Auto-Encoders. IEEE Transactions on Knowledge and Data Engineering.
- (2022) Continuous-Time Prediction of Industrial Paste Thickener System With Differential ODE-Net. IEEE/CAA Journal of Automatica Sinica.
- (2022) Belief Combination of Classifiers for Incomplete Data. IEEE/CAA Journal of Automatica Sinica. vol. 9 (4).
- (2022) MSS-WISN: Multiscale Multistaining WBCs Instance Segmentation Network. IEEE Access. vol. 10.
- (2021) Augmented Data Selector to Initiate Text-Based CAPTCHA Attack. Security and Communication Networks.
- (2021) A Feature Discretization Method for Classification of High-Resolution Remote Sensing Images in Coastal Areas. IEEE Transactions on Geoscience and Remote Sensing. vol. 59 (10).
- (2021) A Feature Discretization Method Based on Fuzzy Rough Sets for High-Resolution Remote Sensing Big Data under Linear Spectral Model. IEEE transactions on fuzzy systems. vol. 30 (5).
- (2021) Visual Analysis of Multidimensional Big Data: A Scalable Lightweight Bundling Method for Parallel Coordinates. IEEE Transactions on Big Data.
- (2021) Blockchain-Empowered Edge Intelligence for Internet of Medical Things Against COVID-19. IEEE Internet of Things Magazine (IoT). vol. 4 (2).
- (2021) SOS: NDN Based Service-Oriented Game-Theoretic Efficient Security Scheme for IoT Networks. IEEE Transactions on Network and Service Management. vol. 18 (3).
- (2021) EZPlugIn: Plug-n-Play Framework for a Heterogeneous IoT Infrastructure for Smart Home. IEEE Internet of Things Magazine (IoT).
- (2021) Evolutionary community discovery in dynamic social networks via resistance distance. Expert Systems With Applications. vol. 171.
- (2021) An intrusion detection method for industrial control systems based on bidirectional simple recurrent unit. Computers & electrical engineering. vol. 91.
- (2021) Deep Learning for Mobile Crowdsourcing Techniques, Methods, and Challenges: A Survey. Mobile Information Systems. vol. 2021.