Search Results - "Variational Encoder-Decoder"

The Concordance Index decomposition: A measure for a deeper understanding of survival prediction models by Alabdallah, Abdallah, Ohlsson, Mattias, Pashami, Sepideh, Rögnvaldsson, Thorsteinn

“…The Concordance Index (C-index) is a commonly used metric in Survival Analysis for evaluating the performance of a prediction model. In this paper, we propose…”
Get full text

Domain knowledge-driven variational recurrent networks for drought monitoring by Zhang, Mengxue, Fernández-Torres, Miguel-Ángel, Camps-Valls, Gustau

“…In the context of climate change, droughts, increasingly frequent and severe, necessitate effective monitoring. Existing methods, such as drought indices and…”
Get full text

ECGVEDNET: A Variational Encoder-Decoder Network for ECG Delineation in Morphology Variant ECGs by Chen, Long, Jiang, Zheheng, Barker, Joseph, Zhou, Huiyu, Schlindwein, Fernando, Nicolson, Will, Ng, G. Andre, Li, Xin

“…Electrocardiogram (ECG) delineation to identify the fiducial points of ECG segments, plays an important role in cardiovascular diagnosis and care. Whilst deep…”
Get full text

Probabilistic Keyphrase Generation From Copy and Generating Spaces by Yao, Yu, Yang, Peng, Zhao, Guangzhen, Ge, Yanyan, Yang, Ying

“…Keyphrase generation is one of the most fundamental tasks in natural language processing (NLP). Most existing works on keyphrase generation mainly focus on…”
Get full text

Can We Obtain Fine-grained Heartbeat Waveform via Contact-free RF-sensing? by Zhang, Shujie, Zheng, Tianyue, Chen, Zhe, Luo, Jun

“…Contact-free vital-signs monitoring enabled by radio frequency (RF) sensing is gaining increasing attention, thanks to its non-intrusiveness, noise-resistance,…”
Get full text

Wi-Pulmo: Commodity WiFi Can Capture Your Pulmonary Function Without Mouth Clinging by Zhao, Peng, Huang, Jinyang, Zhang, Xiang, Liu, Zhi, Yan, Huan, Wang, Meng, Zhuang, Guohang, Guo, Yutong, Sun, Xiao, Li, Meng

“…Pulmonary function testing is a crucial examination for respiratory diseases. Current medical spirometers are bulky and inconvenient, while available portable…”
Get full text

Enhancing Portfolio Performance through Financial Time-Series Decomposition-Based Variational Encoder-Decoder Data Augmentation by Kalina, Bayartsetseg, Lee, Ju-Hong

“…The objective of portfolio diversification is to reduce risk and potentially enhance returns by spreading investments across different asset classes. Existing…”
Get full text