Longzhi Yang

Accepting PhD Students

PhD projects

Artificial Intelligence, Robotics, Cybersecurity, Digital Forensics, Automation and Control, Decision Making Support, Computer Vision

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  • 2021

    Anomaly Detection for Internet of Things (IoT) Using an Artificial Immune System

    Elisa, N., Yang, L., Chao, F. & Naik, N., 2021, Proceedings of the 12th International Conference on Soft Computing and Pattern Recognition (SoCPaR 2020). Abraham, A., Ohsawa, Y., Gandhi, N., Jabbar, M. A., Haqiq, A., McLoone, S. & Issac, B. (eds.). Cham, Switzerland: Springer Science and Business Media Deutschland GmbH, p. 858-867 10 p. (Advances in Intelligent Systems and Computing; vol. 1383 AISC).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • 2020

    A Comparative Study of Genetic Algorithm and Particle Swarm Optimisation for Dendritic Cell Algorithm

    Nnko, N. E., Yang, L., Chao, F. & Naik, N., Jul 2020, 2020 IEEE Congress on Evolutionary Computation, CEC 2020 - Conference Proceedings. Piscataway, NJ: IEEE, 8 p. 9185497

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
    File
    1 Citation (Scopus)
    8 Downloads (Pure)
  • A Novel Self-Organizing Emotional CMAC Network for Robotic Control

    Zhang, J., Li, Q., Chang, X., Chao, F., Lin, C. M., Yang, L., Huynh, T. T., Zheng, L., Zhou, C. & Shang, C., Jul 2020, 2020 International Joint Conference on Neural Networks( IJCNN) : 2020 - conference proceedings. Piscataway: Institute of Electrical and Electronics Engineers Inc., 6 p. 9207710. (Proceedings of the International Joint Conference on Neural Networks).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • A Robotic Chinese Stroke Generation Model Based on Competitive Swarm Optimizer

    Li, Q., Fei, C., Gao, X., Yang, L., Lin, C. M., Shang, C. & Zhou, C., 1 Jan 2020, Advances in Computational Intelligence Systems - Contributions Presented at the 19th UK Workshop on Computational Intelligence, 2019. Ju, Z., Zhou, D., Gegov, A., Yang, L. & Yang, C. (eds.). Springer, p. 92-103 12 p. (Advances in Intelligent Systems and Computing; vol. 1043).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • A Study of the Necessity of Signal Categorisation in Dendritic Cell Algorithm

    Elisa, N., Chao, F. & Yang, L., 1 Jan 2020, Advances in Computational Intelligence Systems - Contributions Presented at the 19th UK Workshop on Computational Intelligence, 2019. Ju, Z., Zhou, D., Gegov, A., Yang, L. & Yang, C. (eds.). Springer, p. 210-222 13 p. (Advances in Intelligent Systems and Computing; vol. 1043).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    1 Citation (Scopus)
  • Big Data in Healthcare: Challenges and Promise

    Kale, S., Tamakuwala, H., Vijayakumar, V., Yang, L. & Rawal Kshatriya, B. S., 1 Jan 2020, Proceedings of 6th International Conference on Big Data and Cloud Computing Challenges - ICBCC 2019. Vijayakumar, V., Neelanarayanan, V., Rao, P. & Light, J. (eds.). Springer, p. 3-17 15 p. (Smart Innovation, Systems and Technologies; vol. 164).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    3 Citations (Scopus)
  • Curvature-Based Sparse Rule Base Generation for Fuzzy Interpolation Using Menger Curvature

    Zuo, Z., Li, J. & Yang, L., 1 Jan 2020, Advances in Computational Intelligence Systems - Contributions Presented at the 19th UK Workshop on Computational Intelligence, 2019. Ju, Z., Zhou, D., Gegov, A., Yang, L. & Yang, C. (eds.). Springer, p. 53-65 13 p. (Advances in Intelligent Systems and Computing; vol. 1043).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    1 Citation (Scopus)
  • Embedding Fuzzy Rules with YARA Rules for Performance Optimisation of Malware Analysis

    Naik, N., Jenkins, P., Savage, N., Yang, L., Naik, K. & Song, J., Jul 2020, 2020 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE). Piscataway: Institute of Electrical and Electronics Engineers Inc., 7 p. (IEEE International Conference on Fuzzy Systems; vol. 2020-July).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
    File
    3 Citations (Scopus)
    147 Downloads (Pure)
  • Fuzzy Hashing Aided Enhanced YARA Rules for Malware Triaging

    Naik, N., Jenkins, P., Savage, N., Yang, L., Naik, K., Song, J., Boongoen, T. & Iam-On, N., 1 Dec 2020, 2020 IEEE Symposium Series on Computational Intelligence, SSCI 2020. Piscataway: Institute of Electrical and Electronics Engineers Inc., p. 1138-1145 8 p. 9308189. (IEEE Symposium Series on Computational Intelligence (SSCI)).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
    File
    2 Citations (Scopus)
    48 Downloads (Pure)
  • Fuzzy-import hashing: A malware analysis approach

    Naik, N., Jenkins, P., Savage, N., Yang, L., Boongoen, T. & Iam-On, N., Jul 2020, 2020 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE). Piscataway: Institute of Electrical and Electronics Engineers Inc., 8 p. (IEEE International Conference on Fuzzy Systems; vol. 2020-July).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
    File
    3 Citations (Scopus)
    115 Downloads (Pure)
  • Resilience and effective learning in first year undergraduate computer science

    Prickett, T., Harvey, M., Walters, J., Yang, L. & Crick, T., 15 Jun 2020, ITiCSE '20: Proceedings of the 2020 ACM Conference on Innovation and Technology in Computer Science Education: June 15-19, 2020, Trondheim, Norway. Giannakos, M., Sindre, G., Luxton-Reilly, A. & Divitini, M. (eds.). New York: ACM, p. 19-25 7 p. (Annual Conference on Innovation and Technology in Computer Science Education, ITiCSE).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
    File
    7 Citations (Scopus)
    278 Downloads (Pure)
  • Signal Categorisation for Dendritic Cell Algorithm Using GA with Partial Shuffle Mutation

    Elisa, N., Yang, L. & Chao, F., 1 Jan 2020, Advances in Computational Intelligence Systems - Contributions Presented at the 19th UK Workshop on Computational Intelligence, 2019. Ju, Z., Zhou, D., Gegov, A., Yang, L. & Yang, C. (eds.). Springer, p. 529-540 12 p. (Advances in Intelligent Systems and Computing; vol. 1043).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    2 Citations (Scopus)
  • 2019

    Adaptive Activation Function Generation for Artificial Neural Networks through Fuzzy Inference with Application in Grooming Text Categorisation

    Zuo, Z., Li, J., Wei, B., Yang, L., Chao, F. & Naik, N., Jun 2019, 2019 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2019): New Orleans, Louisiana, USA 23 – 26 June 2019. Piscataway, NJ: IEEE, p. 1180-1186 8858838

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
    File
    5 Citations (Scopus)
    14 Downloads (Pure)
  • An Intelligent Online Grooming Detection System Using AI Technologies

    Anderson, P., Zuo, Z., Yang, L. & Qu, Y., 23 Jun 2019, 2019 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE). Piscataway, NJ: IEEE, 6 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
    File
    3 Citations (Scopus)
    78 Downloads (Pure)
  • A Revised Dendritic Cell Algorithm Using K-Means Clustering

    Nnko, N., Yang, L., Qu, Y. & Chao, F., 24 Jan 2019, 2018 IEEE 20th International Conference on High Performance Computing and Communications; IEEE 16th International Conference on Smart City; IEEE 4th International Conference on Data Science and Systems (HPCC/SmartCity/DSS). IEEE, p. 1547-1554 8 p. 8622992

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
    File
    4 Citations (Scopus)
    35 Downloads (Pure)
  • A Study of TSK Inference Approaches for Control Problems

    Li, J., Chao, F. & Yang, L., 1 Jan 2019, Intelligent Robotics and Applications - 12th International Conference, ICIRA 2019, Proceedings. Yu, H., Liu, J., Liu, L., Liu, Y., Ju, Z. & Zhou, D. (eds.). Springer, p. 195-207 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11743 LNAI).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • Augmented YARA Rules Fused with Fuzzy Hashing in Ransomware Triaging

    Naik, N., Jenkins, P., Savage, N., Yang, L., Naik, K. & Song, J., Dec 2019, 2019 IEEE Symposium Series on Computational Intelligence, SSCI 2019. Institute of Electrical and Electronics Engineers Inc., p. 625-632 8 p. 9002773. (2019 IEEE Symposium Series on Computational Intelligence, SSCI 2019).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    9 Citations (Scopus)
  • Big data technology in healthcare: A survey

    Saglani, V. J., Rawal, B. S., Vijayakumar, V. & Yang, L., 26 Jun 2019, 2019 10th IFIP International Conference on New Technologies, Mobility and Security, NTMS 2019 - Proceedings and Workshop. Piscataway NJ: Institute of Electrical and Electronics Engineers Inc., 8763812. (2019 10th IFIP International Conference on New Technologies, Mobility and Security, NTMS 2019 - Proceedings and Workshop).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    2 Citations (Scopus)
  • Consortium Blockchain for Security and Privacy-Preserving in E-government Systems

    Nnko, N., Yang, L., Li, H., Chao, F. & Naik, N., 8 Dec 2019, ICEB 2019. Newcastle, p. 99-106 9 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
  • Cyberthreat Hunting - Part 1: Triaging Ransomware using Fuzzy Hashing, Import Hashing and YARA Rules

    Naik, N., Jenkins, P., Savage, N. & Yang, L., Jun 2019, Fuzzy Systems (FUZZ-IEEE), IEEE International Conference. Piscataway, NJ: IEEE, 6 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
    File
    17 Citations (Scopus)
    297 Downloads (Pure)
  • Dendritic Cell Algorithm Enhancement Using Fuzzy Inference System for Network Intrusion Detection

    Nnko, N., Yang, L., Fu, X. & Naik, N., Oct 2019, 2019 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE). Piscataway, NJ: IEEE, 6 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
    File
    5 Citations (Scopus)
    23 Downloads (Pure)
  • Robotic chinese calligraphy with human preference

    Chao, F., Chao, F., Lyu, J., Wu, R., Gao, X., Zhou, C., Yang, L., Lin, C. M. & Shang, C., Aug 2019, Proceedings - 2019 IEEE SmartWorld, Ubiquitous Intelligence and Computing, Advanced and Trusted Computing, Scalable Computing and Communications, Internet of People and Smart City Innovation, SmartWorld/UIC/ATC/SCALCOM/IOP/SCI 2019. Institute of Electrical and Electronics Engineers Inc., p. 360-366 7 p. 9060257. (Proceedings - 2019 IEEE SmartWorld, Ubiquitous Intelligence and Computing, Advanced and Trusted Computing, Scalable Computing and Communications, Internet of People and Smart City Innovation, SmartWorld/UIC/ATC/SCALCOM/IOP/SCI 2019).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • Towards Deep Learning Based Robot Automatic Choreography System

    Wu, R., Peng, W., Zhou, C., Chao, F., Yang, L., Lin, C. M. & Shang, C., 1 Jan 2019, Intelligent Robotics and Applications - 12th International Conference, ICIRA 2019, Proceedings. Yu, H., Liu, J., Liu, L., Liu, Y., Ju, Z. & Zhou, D. (eds.). Springer, p. 629-640 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11743 LNAI).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • 2018

    Dendritic cell algorithm with fuzzy inference system for input signal generation

    Elisa, N., Li, J., Zuo, Z. & Yang, L., 11 Aug 2018, Advances in Computational Intelligence Systems: Contributions Presented at the 18th UK Workshop on Computational Intelligence, 2018. Lotfi, A., Bouchachia, H., Gegov, A., Langensiepen, C. & McGinnity, M. (eds.). Springer, p. 203-214 12 p. (Advances in Intelligent Systems and Computing; vol. 840).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
    File
    14 Citations (Scopus)
    19 Downloads (Pure)
  • Dendritic Cell Algorithm with Optimised Parameters using Genetic Algorithm

    Nnko, N., Yang, L. & Naik, N., 8 Jul 2018, 2018 World Congress on Computational Intelligence. IEEE

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
    File
    18 Citations (Scopus)
    27 Downloads (Pure)
  • Fuzzy Logic Aided Intelligent Threat Detection in Cisco Adaptive Security Appliance 5500 Series Firewalls

    Naik, N., Jenkins, P., Kerby, B., Yang, L. & Sloane, J., 15 Oct 2018, 2018 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE). IEEE

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
    File
    14 Citations (Scopus)
    206 Downloads (Pure)
  • Fuzzy-rough feature selection based on λ-partition differentiation entropy

    Sun, Q., Qu, Y., Deng, A. & Yang, L., 25 Jun 2018, 2017 13th International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery (ICNC-FSKD). IEEE, p. 1222-1227 6 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    2 Citations (Scopus)
  • Generative Adversarial Nets in Robotic Chinese Calligraphy

    Chao, F., Lv, J., Zhou, D., Yang, L., Lin, C-M., Shang, C. & Zhou, C., 13 Sep 2018, ICRA 2018: IEEE International Conference on Robotics and Automation (ICRA) . IEEE, p. 1104-1110 7 p. (ICRA).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
    File
    17 Citations (Scopus)
    50 Downloads (Pure)
  • Hierarchical quotient spaces-based feature selection

    Zhang, Q., Qu, Y., Deng, A. & Yang, L., 11 Jun 2018, Proceedings - 2018 10th International Conference on Advanced Computational Intelligence, ICACI 2018. IEEE, p. 770-775 6 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    2 Citations (Scopus)
  • Honeypots That Bite Back: A Fuzzy Technique for Identifying and Inhibiting Fingerprinting Attacks on Low Interaction Honeypots: A fuzzy technique for identifying and inhibiting fingerprinting attacks on low interaction honeypots

    Naik, N., Jenkins, P., Cooke, R. & Yang, L., 15 Oct 2018, 2018 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE). IEEE

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
    File
    12 Citations (Scopus)
    110 Downloads (Pure)
  • Interval Type-2 TSK+ Fuzzy Inference System

    Li, J., Yang, L., Fu, X., Chao, F. & Qu, Y., 15 Oct 2018, 2018 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE). IEEE

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
    File
    5 Citations (Scopus)
    14 Downloads (Pure)
  • Manual Task Completion Time Estimation for Job Shop Scheduling Using a Fuzzy Inference System

    Yang, L., Li, J., Hackney, P., Chao, F. & Flanagan, M., 30 Jan 2018, Proceedings - 2017 IEEE International Conference on Internet of Things, IEEE Green Computing and Communications, IEEE Cyber, Physical and Social Computing, IEEE Smart Data, iThings-GreenCom-CPSCom-SmartData 2017. 9781538630679: IEEE, Vol. 2018-January. p. 139-146 8 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    3 Citations (Scopus)
  • Towards a Robotic Chinese Calligraphy Writing Framework

    Gan, L., Fang, W., Chao, F., Zhou, C., Yang, L., Lin, C. M. & Shang, C., 2 Jul 2018, 2018 IEEE International Conference on Robotics and Biomimetics, ROBIO 2018. Institute of Electrical and Electronics Engineers Inc., p. 493-498 6 p. 8665143. (2018 IEEE International Conference on Robotics and Biomimetics, ROBIO 2018).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    2 Citations (Scopus)
  • Towards Deep Reinforcement Learning Based Chinese Calligraphy Robot

    Wu, R., Fang, W., Chao, F., Gao, X., Zhou, C., Yang, L., Lin, C. M. & Shang, C., 2 Jul 2018, 2018 IEEE International Conference on Robotics and Biomimetics, ROBIO 2018. Institute of Electrical and Electronics Engineers Inc., p. 507-512 6 p. 8664813. (2018 IEEE International Conference on Robotics and Biomimetics, ROBIO 2018).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    3 Citations (Scopus)
  • 2017

    A computational evaluation system of Chinese calligraphy via extended possibility-probability distribution method

    Zhou, D., Ge, J., Wu, R., Chao, F., Yang, L. & Zhou, C., Jul 2017, 2017 13th International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery (ICNC-FSKD). IEEE, p. 884-889

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    1 Citation (Scopus)
  • Associated multi-label fuzzy-rough feature selection

    Qu, Y., Rong, Y., Deng, A. & Yang, L., 31 Aug 2017, Fuzzy Systems Association and 9th International Conference on Soft Computing and Intelligent Systems (IFSA-SCIS), 2017 Joint 17th World Congress of International. Piscataway: IEEE

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    6 Citations (Scopus)
  • Dynamic QoS solution for enterprise networks using TSK fuzzy interpolation

    Li, J., Yang, L., Fu, X., Chao, F. & Qu, Y., 24 Aug 2017, 2017 IEEE International Conference on Fuzzy Systems, FUZZ 2017. IEEE, 8015711

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    19 Citations (Scopus)
  • Integration of fuzzy CMAC and BELC networks for uncertain nonlinear system control

    Zhou, D., Chao, F., Lin, C. M., Yang, L., Shi, M. & Zhou, C., 24 Aug 2017, 2017 IEEE International Conference on Fuzzy Systems, FUZZ 2017. IEEE, 8015410

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    6 Citations (Scopus)
  • Intrusion detection system by fuzzy interpolation

    Yang, L., Li, J., Fehringer, G., Barraclough, P., Sexton, G. & Cao, Y., 24 Aug 2017, 2017 IEEE International Conference on Fuzzy Systems, FUZZ 2017: 9-12 July 2017, Naples, Italy.. Piscataway: IEEE, p. 1955-1960 8015710

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    23 Citations (Scopus)
  • 2016

    Experience-based Rule Base Generation and Adaptation for Fuzzy Interpolation

    Li, J., Shum, H. P. H., Fu, X., Sexton, G. & Yang, L., 10 Nov 2016, 2016 IEEE International Conference on Fuzzy Systems: (FUZZ-IEEE). IEEE, Vol. 2016. p. 102-109 8 p. (2016 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS (FUZZ-IEEE)).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
    File
    3 Downloads (Pure)
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