Xiaoyu Liu

Experimental Evaluation of Solar Radiation and Solar Efficacy Models and Performance of Data-Driven Models

2020 · Journal of Architectural Engineering

Weather data are major input for building energy usage predictions. However, solar-radiation-related historical and real-time weather data are unavailable or incomplete in many locations. Therefore, many models, which use more available weather parameters to predict …

Visualizing the Interpretation of a Criterion-Driven System that Automatically Evaluates the Quality of Health News: an Exploratory Study of Two Approaches (Preprint)

2022

<sec> <title>BACKGROUND</title> Machine learning techniques have been shown efficient at identifying health misinformation. However, interpreting a classification model remains challenging due to the model's intricacy. The absence of a justification for the classification result and …

Deep Mutual Learning Among Partially Labeled Datasets for Multi-Organ Segmentation

2025 · IEEE Transactions on Medical Imaging

Labeling multiple organs for segmentation is a complex and time-consuming process, resulting in a scarcity of comprehensively labeled multi-organ datasets while the emergence of numerous partially labeled datasets. Current methods face three critical limitations: incomplete …

Adaptive Co-attention Network for Named Entity Recognition in Tweets

2018 · Proceedings of the AAAI Conference on Artificial Intelligence

In this study, we investigate the problem of named entity recognition for tweets. Named entity recognition is an important task in natural language processing and has been carefully studied in recent decades. Previous named entity …