χ2-BidLSTM: A Feature Driven Intrusion Detection System Based on χ2 Statistical Model and Bidirectional LSTM. [PDF]
Imrana Y +6 more
europepmc +1 more source
Abstract Inter‐basin groundwater flow (IGF) is a critical process that links material and energy exchange between basins. Based on the source and flow direction of groundwater, IGF can be separated into export IGF and import IGF, which respectively denote the lateral outflow and inflow of groundwater from and into a basin.
Luyao Ren +4 more
wiley +1 more source
Enhancing cardiac disease prediction with explainable bidirectional LSTM. [PDF]
Lipsa S +5 more
europepmc +1 more source
Gait Data Synthesis for Smartphone User Authentication
ABSTRACT Gait, the distinctive and natural pattern of an individual's walking behavior, has emerged as an effective biometric for user authentication. Its ability to operate without active user involvement, along with its resistance to replication, makes it particularly well‐suited for continuous smartphone authentication.
Jiwoo Choi, Sangil Choi, Taewon Kang
wiley +1 more source
Hybrid deep learning model for brain age prediction using time-distributed convolutional and bidirectional LSTM networks. [PDF]
Mahmoud E, Elshennawy NM, Elkholy A.
europepmc +1 more source
Expression EEG Multimodal Emotion Recognition Method Based on the Bidirectional LSTM and Attention Mechanism. [PDF]
Zhao Y, Chen D.
europepmc +1 more source
A Self‐Supervised Framework for Space Object Behaviour Characterisation
ABSTRACT Foundation Models, which leverage large neural networks pre‐trained on unlabelled data before fine‐tuning for specific tasks, are increasingly being applied to specialised domains. Recent examples include ClimaX for climate and Clay for satellite Earth observation, but a Foundation Model for Space Object Behavioural Analysis (SOBA) has not yet
Ian Groves +6 more
wiley +1 more source
Attention-Enhanced Hybrid Bidirectional LSTM and Temporal Convolutional Network for Early Detection of Lung Cancer in Low-Dose CT Scans. [PDF]
Yeboah BA +4 more
europepmc +1 more source
LSTMCNNsucc: A Bidirectional LSTM and CNN-Based Deep Learning Method for Predicting Lysine Succinylation Sites. [PDF]
Huang G, Shen Q, Zhang G, Wang P, Yu ZG.
europepmc +1 more source

