Background and activities
Ph.D. and B.Eng. in Computer Science
Research in Big Data, Knowledge Management, Industrial IoT, HPC, Software Engineering, and Security. My research is application-oriented with strong focus on real-world data. ResearchGate
- 2 papers have been accepted by IJCNN 2020 for presentations.
- Our paper "Collaborative Analysis for Computational Risk in Urban Water Supply Systems" has been accepted by CIKM 2019
- SI: Security and privacy issues for artificial intelligence in edge-cloud computing in Springer Journal of Cloud Computing
- SI: Pervasive Intelligence: State-of-the-Art, Challenges and Perspectives in Springer CCF TPCI
- SI: Smart Sensing: Leveraging AI for Sensing in MDPI Sensors
- Invited panelist for IEEE Cybermatics Summit on Blockchain
- Project CAPSULE-AI3D funded by IKTPLUSS
- One paper won the Outstanding Paper Award in IEEE CPSCom 2019
- One paper has been accepted as a regular paper in IEEE Blockchain 2019 (acceptance rate 15.9%)
- I serve as a Senior TPC member for ACM CIKM 2019
- 1 paper accepted by ACM Computing Surveys (nivå 2), 1 by Wiley CCPE (nivå 2), 1 by IEEE TII (nivå 2), 1 by IEEE TIE (nivå 2), 1 by ACM TIST, 2 by IEEE TCSS, 1 by IEEE TSUSC, and 2 by Elsevier FGCS
- Project PROVIZ kicked off
Teaching AI; Deep Learning.
- 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.
- 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
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
- (2020) Reinforcement Learning-Based Genetic Algorithm in Optimizing Multidimensional Data Discretization Scheme. Mathematical problems in engineering. vol. 2020.
- (2020) Amplified locality‐sensitive hashing‐based recommender systems with privacy protection. Concurrency and Computation.
- (2020) Web-based Scalable Visual Exploration of Large Multidimensional Data Using Human-in-the-Loop Edge Bundling in Parallel Coordinates. CEUR Workshop Proceedings. vol. 2578.
- (2020) Control Strategy for Denitrification Efficiency of Coal-fired Power Plant Based on Deep Reinforcement Learning. IEEE Access.
- (2020) HUCDO: A Hybrid User-Centric Data Outsourcing Scheme. ACM Transactions on Cyber-Physical Systems.
- (2020) UAV-enabled data acquisition scheme with directional wireless energy transfer for Internet of Things. Computer Communications. vol. 155.
- (2020) ContractWard: Automated Vulnerability Detection Models for Ethereum Smart Contracts. IEEE Transactions on Network Science and Engineering.
- (2020) Smart data driven quality prediction for urban water source management. Future generations computer systems. vol. 107.
- (2020) Am I eclipsed? A smart detector of eclipse attacks for Ethereum. Computers & security. vol. 88.
- (2020) Precious Metal Price Prediction based on Deep Regularization Self-Attention Regression. IEEE Access. vol. 8 (1).
- (2020) Deep Learning Enhanced Human Activity Recognition for Internet of Healthcare Things. IEEE Internet of Things Journal.
- (2019) SCTSC: A Semicentralized Traffic Signal Control Mode With Attribute-Based Blockchain in IoVs. IEEE Transactions on Computational Social Systems. vol. 6 (6).
- (2019) Big data analytics for manufacturing internet of things: opportunities, challenges and enabling technologies. Enterprise Information Systems.
- (2019) Big Data Analytics for Large-Scale Wireless Networks: Challenges and Opportunities. ACM Computing Surveys. vol. 52 (5).
- (2019) A multivariable optical remote sensing image feature discretization method applied to marine vessel targets recognition. Multimedia tools and applications.
- (2019) A Secure Random Key Distribution Scheme Against Node Replication Attacks in Industrial Wireless Sensor Systems. IEEE Transactions on Industrial Informatics. vol. 16 (3).
- (2019) A Self-Adaptive Process Mining Algorithm Based on Information Entropy to Deal With Uncertain Data. IEEE Access. vol. 7.
- (2019) Adversarial Samples on Android Malware Detection Systems for IoT Systems. Sensors. vol. 19 (4).
- (2019) A Novel Algorithm for Estimating Purchase Incentive of The Public Based on Mobile Cloud Computing. IEEE Access. vol. 7.
- (2019) TAW: Cost-Effective Threshold Authentication with Weights for Internet of Things. IEEE Access. vol. 7 (1).