no code implementations • 10 Oct 2022 • Shokhrukh Miraliev, Shakhboz Abdigapporov, Jumabek Alikhanov, Vijay Kakani, Hakil Kim
A safe and robust autonomous driving system relies on accurate perception of the environment for application-oriented scenarios.
no code implementations • 1 Mar 2020 • Azizjon Meliboev, Jumabek Alikhanov, Wooseong Kim
We establish a machine learning model based on the 1D-CNN by serializing Transmission Control Protocol/Internet Protocol (TCP/IP) packets in a predetermined time range as an invasion Internet traffic model for the IDS, where normal and abnormal network traffics are categorized and labeled for supervised learning in the 1D-CNN.
1 code implementation • 2 Oct 2019 • Changhun Jung, Mohammed Abuhamad, Jumabek Alikhanov, Aziz Mohaisen, Kyungja Han, DaeHun Nyang
Computer-aided methods for analyzing white blood cells (WBC) have become widely popular due to the complexity of the manual process.
no code implementations • 1 Feb 2016 • Jumabek Alikhanov, Myeong Hyeon Ga, Seunghyun Ko, Geun-Sik Jo
Combining multiple ConvNet layer features will result in more complex feature space with some features being repetitive.