Myung-Eun Lim

Title: Myung-Eun Lim: Innovator in Data Prediction Technologies

Introduction

Myung-Eun Lim is a prominent inventor based in Daejeon, South Korea. He has made significant contributions to the field of data prediction technologies, holding a total of 5 patents. His work focuses on developing devices that enhance the accuracy and efficiency of data predictions.

Latest Patents

One of Myung-Eun Lim's latest patents is a device for ensembling data received from prediction devices and its operating method. This innovative device comprises a data manager, a learner, and a predictor. The data manager generates output data based on time-series data and receives prediction results from various devices. It calculates device errors by comparing these results with the actual time-series data. The learner adjusts the parameters of a prediction model to generate device weights based on the prediction results and calculated errors. The predictor then generates an ensemble result from the predictions of the first and second devices, utilizing the established device weights.

Another notable patent by Lim is also centered around a device for ensembling data from prediction devices. This device similarly includes a data manager, a learner, and a predictor. The data manager receives prediction results from two different devices. The learner adjusts the weight groups of the prediction model to create item weights and device weights based on the received results. The predictor then generates an ensemble result based on these weights, ensuring a more accurate prediction outcome.

Career Highlights

Myung-Eun Lim is affiliated with the Electronics and Telecommunications Research Institute, where he continues to innovate in the field of data prediction technologies. His work has been instrumental in advancing the capabilities of prediction devices, making them more reliable and effective.

Collaborations

Throughout his career, Lim has collaborated with notable colleagues, including Jae Hun Choi and Min-Ho Kim. These collaborations have further enriched his research and development efforts in the field.

Conclusion

Myung-Eun Lim is a distinguished inventor whose work in data prediction technologies has led to significant advancements in the field. His innovative patents reflect his commitment to enhancing the accuracy and efficiency of prediction devices.