Jin Wang

Title: Jin Wang: Innovator in Deep Learning and Intelligent Decision Systems

Introduction

Jin Wang is a prominent inventor based in Nanjing, China, known for his contributions to the fields of deep learning and intelligent decision-making systems. With a total of two patents to his name, he has made significant strides in enhancing the efficiency and effectiveness of various technological processes.

Latest Patents

Wang's latest patents include a deep learning-based method for predicting the settleability of activated sludge. This innovative method involves several steps, including collecting activated sludge samples, acquiring and cleaning raw image data, calculating a sludge volume index (SVI), and establishing a predictive model using a ResNet50 deep neural network. The model is designed to predict the settleability of target activated sludge effectively.

Another notable patent is an intelligent decision-supporting system and method for making intelligent decisions and classifying text using classifiers trained to define different semantic standards. This system comprises a multi-dimensional classifier that classifies text based on various semantic standards, outputs multiple attributes of the text, and provides a confidence rate for each attribute. The system also includes a question submitting module and an inference machine that inquires a domain ontology knowledge library to provide answers based on the submitted questions.

Career Highlights

Throughout his career, Jin Wang has worked with leading companies in the technology sector, including Samsung Electronics Co., Ltd. and Samsung Electronics (China) R&D Center. His experience in these organizations has allowed him to develop and refine his innovative ideas, contributing to advancements in technology.

Collaborations

Wang has collaborated with notable colleagues such as Ge Peng and Ying Jiang, further enhancing his work and expanding the impact of his inventions.

Conclusion

Jin Wang's contributions to deep learning and intelligent decision systems exemplify the innovative spirit of modern technology. His patents reflect a commitment to advancing the field and improving processes through intelligent solutions.