Search Results for author: Jin Yan

Found 2 papers, 2 papers with code

Condition Assessment of Stay Cables through Enhanced Time Series Classification Using a Deep Learning Approach

1 code implementation11 Jan 2021 Zhiming Zhang, Jin Yan, Liangding Li, Hong Pan, Chuanzhi Dong

A deep learning model, long short term memory fully convolutional network (LSTM-FCN), is leveraged by assigning appropriate inputs and representative class labels for the TSC problem, First, a TSC classifier is trained and validated using the data collected under intact conditions of stay cables, setting the segmented data series as input and the cable (or cable pair) ID as class labels.

Feature Engineering Time Series +1

Visual Natural Language Query Auto-Completion for Estimating Instance Probabilities

1 code implementation10 Oct 2019 Samuel Sharpe, Jin Yan, Fan Wu, Iddo Drori

Given the complete query, we fine tune a BERT embedding for estimating probabilities of a broad set of instances.

Fine-tuning

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