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An adaptive ensemble approach to ambient intelligence assisted people search (2018)
Journal Article
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

Some machine learning algorithms have shown a better overall recognition rate for facial 11 recognition than humans, provided that the models are trained with massive image databases of 12 human faces. However, it is still a challenge to use existing... Read More about An adaptive ensemble approach to ambient intelligence assisted people search.

Mining frequent biological sequences based on bitmap without candidate sequence generation (2015)
Journal Article
Wang, Q., Davis, D. N., & Ren, J. (2016). Mining frequent biological sequences based on bitmap without candidate sequence generation. Computers in biology and medicine, 69, 152-157. https://doi.org/10.1016/j.compbiomed.2015.12.016

Biological sequences carry a lot of important genetic information of organisms. Furthermore, there is an inheritance law related to protein function and structure which is useful for applications such as disease prediction. Frequent sequence mining i... Read More about Mining frequent biological sequences based on bitmap without candidate sequence generation.

 A "Society of Mind" cognitive architecture based on the principles of artificial economics (2010)
Journal Article
Davis, D. N., & Venkatamuni, V. M. (2010).  A "Society of Mind" cognitive architecture based on the principles of artificial economics. International journal of artificial life research, 1(1), 51-71. doi:10.4018/jalr.2010102104

This research investigates the concept of mind as a control system using the "Society of Agents" metaphor, whereby the whole is described as the collective behavior of simple and intelligent agents. This powerful concept for mind research benefits fr... Read More about  A "Society of Mind" cognitive architecture based on the principles of artificial economics.

Control states and complete agent architectures (2001)
Journal Article
Davis, D. N. (2001). Control states and complete agent architectures. Computational Intelligence, 17(4), (621-650). doi:10.1111/0824-7935.00167. ISSN 0824-7935

This paper presents a developing concept of mind defined in terms of external and internal niches. This perspective on mind is described primarily in terms of the niche space of control states and the design space of processes that may support such p... Read More about Control states and complete agent architectures.