IEEE

A BiLSTM-Attention Model for Fall Event Prediction

Abstract: Fall incident, a safety issue prevalent in older populations and specific groups, potentially gives rise to severe health consequences and declined life quality. In this regard, it holds ...
Frontiers

Exploring alternate coupling inputs of a data-driven model for optimum daily streamflow prediction in calibrated SWAT-BiLSTM rainfall-runoff modeling

Streamflow is an integral part of the hydrological cycle that is used for water resource planning and flood or drought forecasting, flood damage, and water-related risks evaluation. These aspects ...
GitHub

roberta-tokenizer

The MHRoberta is Mental Health Roberta model. The pretrained Roberta transformer based model fine-tunned on Mental Health dataset by adopting PEFT method. Project begins with webscrapping Yelp reviews ...
IEEE

BiLSTM and BERT-Base-Multilingual-Cased Integration for Cyberbullying Detection: A Multi-Class Approach

Abstract: This paper outlines a cyberbullying detection method tailored for the Hungarian language, combining BiLSTM and a pretrained BERT-Base Multilingual Cased tokenizer using PyTorch. We collected ...
Frontiers

Research on adverse event classification algorithm of da Vinci surgical robot based on Bert-BiLSTM model

1 School of Health Sciences and Engineering, University of Shanghai for Science and Technology, Shanghai, China 2 Henan Center for Drug Evaluation and Inspection, Zhengzhou, Henan, China This study ...
marktechpost

Enhanced Detection of Web Command Injection Attacks Using a CNN-BiLSTM Attention Model for Real-Time Application Security

Web command injection attacks pose a critical security risk to web applications, often resulting in server information leaks or severe disruptions. As these attacks become increasingly complex and ...
Scientific Research Publishing

End-to-End Optimization of High-Frequency ETF Trading with BiLSTM and FinBERT-Driven Sentiment Analysis ()

1 School of Mathematical Sciences, University of Nottingham, Nottingham, UK. 2 Jacobs School of Engineering, University of California San Diego, San Diego, CA, USA. This paper presents a comprehensive ...
C&EN

Integrating Graph Convolutional Network to BiLSTM for Enhanced Polymer Knot Identification

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