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Years Active: 2023
Title: Innovations of Chenyou Fan in Time Series Forecasting
Introduction
Chenyou Fan is an accomplished inventor based in Mountain View, California. He has made significant contributions to the field of time series forecasting, particularly through his innovative patent. His work focuses on enhancing the accuracy and efficiency of forecasting methods, which are crucial in various industries.
Latest Patents
Chenyou Fan holds a patent titled "System and method for multi-horizon time series forecasting with dynamic temporal context learning." This patent describes a system and method for time series forecasting that includes several advanced techniques. The method involves providing input feature vectors for future time steps and utilizing a bi-directional long-short term memory network (BiLSTM) to derive hidden outputs. For each future time step, the method performs temporal convolution on these hidden outputs across multiple temporal scales to extract context features. These features are then combined using specific weights to produce multi-scale context features, ultimately leading to accurate time series forecasting.
Career Highlights
Throughout his career, Chenyou Fan has worked with notable companies, including Beijing Jingdong Shangke Information Technology Co., Ltd. and JD.com American Technologies Corporation. His experience in these organizations has allowed him to apply his innovative ideas in practical settings, contributing to advancements in technology and forecasting methods.
Collaborations
Chenyou has collaborated with talented individuals such as Yuze Zhang and Rong Yuan. These partnerships have fostered a creative environment that encourages the development of groundbreaking solutions in the field of time series forecasting.
Conclusion
Chenyou Fan's contributions to time series forecasting through his innovative patent demonstrate his expertise and commitment to advancing technology. His work not only enhances forecasting methods but also paves the way for future innovations in the field.