최소 단어 이상 선택하여야 합니다.
최대 10 단어까지만 선택 가능합니다.
다음과 같은 기능을 한번의 로그인으로 사용 할 수 있습니다.
NTIS 바로가기Journal of Internet Computing and Services = 인터넷정보학회논문지, v.24 no.5, 2023년, pp.17 - 27
이예은 (Department of Information Security, Hoseo University) , 이태진 (Department of Information Security, Hoseo University)
Today, as AI (Artificial Intelligence) technology develops and its practicality increases, it is widely used in various application fields in real life. At this time, the AI model is basically learned based on various statistical properties of the learning data and then distributed to the system, bu...
Sarker, I. H., Kayes, A. S. M., Badsha, S., Alqahtani,?H., Watters, P., & Ng, A., "Cybersecurity data science:?an overview from machine learning perspective,"?Journal of Big data, 7, 1-29, 2020.?https://doi.org/10.1186/s40537-020-00318-5
Spjuth, O., Frid, J., & Hellander, A., "The machine?learning life cycle and the cloud: implications for drug?discovery," Expert opinion on drug discovery, 16(9),?1071-1079, 2021.?https://doi.org/10.1080/17460441.2021.1932812
Bayram, F., Ahmed, B. S., & Kassler, A., "From?concept drift to model degradation: An overview on?performance-aware drift detectors," Knowledge-Based?Systems, 108632, 2022.?https://doi.org/10.1016/j.knosys.2022.108632
Darem, A. A., Ghaleb, F. A., Al-Hashmi, A. A.,?Abawajy, J. H., Alanazi, S. M., & Al-Rezami, A. Y.,?"An adaptive behavioral-based incremental batch?learning malware variants detection model using?concept drift detection and sequential deep learning,"?IEEE Access, 9, 97180-97196, 2021.?https://doi.org/10.1109/ACCESS.2021.3093366
Vela, D., Sharp, A., Zhang, R., Nguyen, T., Hoang, A.,?& Pianykh, O. S., "Temporal quality degradation in AI?models," Scientific Reports, 12(1), 11654, 2022.?https://doi.org/10.1038/s41598-022-15245-z
Xu, F., Uszkoreit, H., Du, Y., Fan, W., Zhao, D., &?Zhu, J., "Explainable AI: A brief survey on history,?research areas, approaches and challenges," in Natural?Language Processing and Chinese Computing: 8th CCF?International Conference, NLPCC 2019, Dunhuang,?China, October 9-14, 2019, Proceedings, Part II 8, pp.?563-574, Springer International Publishing, 2019.?https://doi.org/10.1007/978-3-030-32236-6_51
Lundberg, S. M., & Lee, S. I., "A unified approach to?interpreting model predictions," Advances in neural?information processing systems, 30, 2017.?https://proceedings.neurips.cc/paper/2017/hash/8a20a862?1978632d76c43dfd28b67767-Abstract.html
Lundberg, S. M., Erion, G., Chen, H., DeGrave, A.,?Prutkin, J. M., Nair, B., ... & Lee, S. I., "From local?explanations to global understanding with explainable?AI for trees," Nature machine intelligence, 2(1), 56-67,?2020.?https://doi.org/10.1038/s42256-019-0138-9
*원문 PDF 파일 및 링크정보가 존재하지 않을 경우 KISTI DDS 시스템에서 제공하는 원문복사서비스를 사용할 수 있습니다.
출판사/학술단체 등이 한시적으로 특별한 프로모션 또는 일정기간 경과 후 접근을 허용하여, 출판사/학술단체 등의 사이트에서 이용 가능한 논문
※ AI-Helper는 부적절한 답변을 할 수 있습니다.