Torch

Faculty and Department

  • Faculty of Science and Engineering
  • School of Engineering and Computer Science

Qualifications

  • MSc (Heriot-Watt University)
  • PhD (University of Manchester)

Postgraduate

Artificial Intelligence

Computational Creativity

Data Mining

Machine Learning

Robotics

Book Chapter

Capturing the dynamics of cellular automata, for the generation of synthetic persian music, using conditional restricted Boltzmann machines

Davis, D. N., & Arshi, S. (2017). Capturing the dynamics of cellular automata, for the generation of synthetic persian music, using conditional restricted Boltzmann machines. In Artificial Intelligence XXXIV; Lecture Notes in Computer Science, 72-86. Springer Verlag. https://doi.org/10.1007/978-3-319-71078-5_6

Journal Article

Ionic Imbalances and Coupling in Synchronization of Responses in Neurons

Sadegh-Zadeh, S., Kambhampati, C., & Davis, D. N. (2019). Ionic Imbalances and Coupling in Synchronization of Responses in Neurons. J, 2(1), 17-40. doi:10.3390/j2010003

An algorithm for fast mining top-rank-k frequent patterns based on node-list data structure

Wang, Q., Ren, J., N Davis, D., & Cheng, Y. (2018). An algorithm for fast mining top-rank-k frequent patterns based on node-list data structure. Intelligent Automation and Soft Computing, 24(2), 399-404. https://doi.org/10.1080/10798587.2017.1340135

An adaptive ensemble approach to ambient intelligence assisted people search

Xue, D., Wang, X., Zhu, J., Davis, D., Wang, B., Zhao, W., …Cheng, Y. (2018). An adaptive ensemble approach to ambient intelligence assisted people search. Applied System Innovation, 1(3), https://doi.org/10.3390/asi1030033

Security feature measurement for frequent dynamic execution paths in software system

Wang, Q., Ren, J., Yang, X., Cheng, Y., Davis, D. N., & Hu, C. (2018). Security feature measurement for frequent dynamic execution paths in software system. Security and communication networks, 2018, 1-10. https://doi.org/10.1155/2018/5716878

Research interests

Artificial Intelligence

Cognitive Science

Computational Creativity

Data Mining

Machine Learning

Robotics