MINING SUICIDAL IDEATION IN CHINESE SOCIAL MEDIA: A DUAL-CHANNEL DEEP LEARNING MODEL WITH INFORMATION GAIN OPTIMIZATION

Mining Suicidal Ideation in Chinese Social Media: A Dual-Channel Deep Learning Model with Information Gain Optimization

The timely identification of suicidal ideation on social media is pivotal for global suicide plush toy prevention efforts.Addressing the challenges posed by the unstructured nature of social media data, we present a novel Chinese-based dual-channel model, DSI-BTCNN, which leverages deep learning to discern patterns indicative of suicidal ideation.O

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Diversity of Braconidae (Insecta, Hymenoptera) of the Parque Natural Municipal de Porto Velho, Rondonia, Brazil

Braconidae is a highly diversified family of Hymenoptera and usually known by their role in biological control both in agricultural and natural ecosystems.Despite of that, little is known about its diversity in the Amazon region.The present work inventoried the braconid fauna of an Open Ombrophylous Forest with Palm Trees of the Parque Natural Muni

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