Yeongchan Kim

Incheon National University | INU · Department of Electronics Engineering

Traffic congestion is a significant problem that adversely affects the economy, environment, and public health in urban areas worldwide. One promising solution is to forecast road-level congestion levels in the short-term and long-term, enabling commuters to avoid congested areas and allowing traffic agencies to take appropriate action. In this stu...

Video prediction is the problem of generating future frames by exploiting the spatiotemporal correlation from the past frame sequence. It is one of the crucial issues in computer vision and has many real-world applications, mainly focused on predicting future scenarios to avoid undesirable outcomes. However, modeling future image content and object...

Abstract: This paper explores a reinforcement learning (with Q-learning as the algorithm) for vehicle routing in a city-wide road network with a large customer (a generic name used for each of the locations (to denote a person possibly associated with this location) through which the vehicle needs to be routed) counts. Most reported research on veh...

With the proliferation of artificial intelligence (AI) technology, the function of AI in a sixth generation (6G) environment is likely to come into play on a large scale. Moreover, in recent years, with the rapid advancement in AI technology, the ethical issues of AI have become a hot topic. In this paper, the ethical concern of AI in wireless netw...

It is expected the next-generation wireless networks (6G) will provide services with more advanced AI (artificial intelligence) functions in various mobile environments. With the recent spread and advancement of AI, the issues related to AI ethics are of great concern. Therefore, design or implementation of 6G AI technology must incorporate AI with...

In recent years, the governments in many countries have recognized the importance of data in boosting their economies. As a result, they are implementing the philosophy of open government data (OGD) to make public data easily and freely available to everyone in standardized formats. Because good quality OGD can boost a country's economy, whereas po...