Results 21 to 30 of about 18,004 (194)

A CNN-BiLSTM Deep Learning Model for Automatic Scoring of EEG Signals

open access: yesCurrent Directions in Biomedical Engineering, 2023
Recently, several automatic sleep stage classification methods have been proposed based on deep learning using convolutional (CNN) and recurrent (RNN) neural networks.
ElMoaqet Hisham   +3 more
doaj   +1 more source

Multi-mode deep auto-encoder recommendation model for fusion of text information

open access: yesXi'an Gongcheng Daxue xuebao, 2021
A new recommendation model is proposed to solve the problems of data sparsity and deep semantic information learning when using score information as auxiliary recommendation.
Jinguang CHEN, Xinyi XU, Ganglong FAN
doaj   +1 more source

BiLSTM model basic structure.

open access: yes, 2023
The problem of dust pollution in the open-pit coal mine significantly impacts the health of staff, the regular operation of mining work, and the surrounding environment. At the same time, the open-pit road is the largest dust source.
Caiwang Tai (12506662)   +6 more
core   +1 more source

Structure of the BiLSTM network.

open access: yes, 2022
(a) The structure of a long short-term memory (LSTM) cell and (b) architecture of bidirectional LSTM (BiLSTM) network.
Hyun-Joon Yoo (8202750)   +3 more
core   +1 more source

Fault knowledge graph construction for coal mine fully mechanized mining equipment

open access: yesGong-kuang zidonghua, 2023
The existing fault diagnosis methods for coal mine fully mechanized mining equipment lack systematic management and application of historical fault data of fully mechanized mining equipment.
CAI Anjiang, ZHANG Yan, REN Zhigang
doaj   +1 more source

BILSTM using SMOTE and ADASYN oversampling techniques.

open access: yes, 2023
BILSTM using SMOTE and ADASYN oversampling techniques.
Alaa Alomari (17403786)   +2 more
core   +1 more source

UCtracker: A Deep Learning–Based DNA Methylation Model for Noninvasive Diagnosis and Recurrence Surveillance of Urothelial Carcinoma in a Prospective Study

open access: yesAdvanced Science, EarlyView.
We developed UCtracker, a urine DNA methylation–based deep learning model, for noninvasive diagnosis and postoperative surveillance of urothelial carcinoma. UCtracker demonstrates high diagnostic accuracy, robustness at ultralow sequencing depth, early recurrence detection, and dynamic risk‐stratified monitoring of molecular residual disease ...
Shengwei Xiong   +19 more
wiley   +1 more source

QoS prediction using EMD-BiLSTM for II-IoT-secure communication systems

open access: yesJournal of Intelligent Systems
To address the challenges of secure and reliable communication and system quality of service (QoS) prediction in intelligent production lines (IPL) in the Industrial Intelligent Internet of Things (II-IOT) environment, a redundant collaborative security ...
Zeng Yun, Li Xiang
doaj   +1 more source

Automatic Essay Scoring Using Data Augmentation in Bahasa Indonesia

open access: yesIJCCS (Indonesian Journal of Computing and Cybernetics Systems), 2022
Essay is one of the assessments to find out the abilities of students in depth.  UKARA is an automatic essay scoring development that combines NLP and machine learning.
Nur Fadilah, Sigit Priyanta
doaj   +1 more source

Robust Stitching Interface and Deep Learning Empowered Hydrogel Human‐Machine Interface

open access: yesAdvanced Science, EarlyView.
A molecular design strategy is presented that exploits synergistic carboxylate anion–quaternary ammonium interactions to simultaneously strengthen the hydrogel–PET interface and the bulk hydrogel network. Integrated with deep learning signal processing, the stable hydrogel–PET interface enables consistent signal acquisition and reliable human‐machine ...
Hao Dong   +11 more
wiley   +1 more source

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