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1
Deep Learning Approaches Outperform Conventional Strategies in De-Identification of German Medical Reports.
Richter-Pechanski, Phillip;Amr, Ali;Katus, Hugo A;Dieterich, Christoph;
2019 Studies in health technology and informatics DOI: 10.3233/SHTI190813 264 views
2
Attention mechanism enhanced LSTM with residual architecture and its application for protein-protein interaction residue pairs prediction.
Liu, Jiale;Gong, Xinqi;
2019 BMC Bioinformatics DOI: 10.1186/s12859-019-3... 226 views
3
Naranjo Question Answering using End-to-End Multi-task Learning Model.
Rawat, Bhanu Pratap Singh;Li, Fei;Yu, Hong;
2019 kdd : proceedings international conference on know... DOI: 10.1145/3292500.3330... 210 views
4
A novel bearing intelligent fault diagnosis framework under time-varying working conditions using recurrent neural network.
An, Zenghui;Li, Shunming;Wang, Jinrui;Jiang, Xingxing;
2019 ISA transactions DOI: S0019-0578(19)30490-... 208 views
5
A new approach for arrhythmia classification using deep coded features and LSTM networks.
Yildirim, Ozal;Baloglu, Ulas Baran;Tan, Ru-San;Ciaccio, Edward J;Acharya, U Rajendra;
2019 computer methods and programs in biomedicine DOI: S0169-2607(18)31432-... 194 views
6
Monitoring and detecting faults in wastewater treatment plants using deep learning.
Mamandipoor, Behrooz;Majd, Mahshid;Sheikhalishahi, Seyedmostafa;Modena, Claudio;Osmani, Venet;
2020 Environmental monitoring and assessment DOI: 10.1007/s10661-020-8... 227 views
7
100-LB: Blood Glucose Forecasting with Extended Prediction Horizon
David Colburn,Vira Behnam Roudsari,Rachelle Gandica,Samuel Sia;David Colburn;Vira Behnam Roudsari;Ra...
2019 Diabetes DOI: 10.2337/db19-100-lb 279 views
8
Deep Convolutional and LSTM Recurrent Neural Networks for Multimodal Wearable Activity Recognition
Francisco Javier Ordóñez;Daniel Roggen;Ordóñez, Francisco Javier;Roggen, Daniel;
2016 sensors DOI: 10.3390/s16010115 446 views
9
Wearable Sensors for Estimation of Parkinsonian Tremor Severity during Free Body Movements
Murtadha D. Hssayeni;Joohi Jimenez-Shahed;Michelle A. Burack;Behnaz Ghoraani;Hssayeni, Murtadha D...
2019 sensors DOI: 10.3390/s19194215 164 views
10
Smart Contract Centric Inference Engine For Intelligent Electric Vehicle Transportation System
Prince Waqas Khan;Yung-Cheol Byun;Khan, Prince Waqas;Byun, Yung-Cheol;
2020 sensors DOI: 10.3390/s20154252 222 views
11
Agent-Based Semantic Role Mining for Intelligent Access Control in Multi-Domain Collaborative Applications of Smart Cities
Rubina Ghazal;Ahmad Kamran Malik;Basit Raza;Nauman Qadeer;Nafees Qamar;Sajal Bhatia;Ghazal, Rubina;M...
2021 sensors DOI: 10.3390/s21134253 236 views
12
Energy Disaggregation via Deep Temporal Dictionary Learning.
Khodayar, Mahdi;Wang, Jianhui;Wang, Zhaoyu;
2019 IEEE Transactions on Neural Networks and Learning... DOI: 10.1109/TNNLS.2019.2... 503 views
14
Deep Sentiment Classification and Topic Discovery on Novel Coronavirus or COVID-19 Online Discussions: NLP Using LSTM Recurrent Neural Network Approach.
Jelodar, Hamed;Wang, Yongli;Orji, Rita;Huang, Hucheng;
2020 ieee journal of biomedical and health informatics DOI: 10.1109/JBHI.2020.30... 354 views
15
Heartbeat Sound Signal Classification Using Deep Learning.
Raza, Ali;Mehmood, Arif;Ullah, Saleem;Ahmad, Maqsood;Choi, Gyu Sang;On, Byung-Won;
2019 sensors DOI: E4819 343 views
16
Understanding Gating Operations in Recurrent Neural Networks through Opinion Expression Extraction
Wang, Xin;Liu, Yuanchao;Liu, Ming;Sun, Chengjie;Wang, Xiaolong;
2016 entropy 299 views
17
Early prediction of epileptic seizures using a long-term recurrent convolutional network.
Wei, Xiaoyan;Zhou, Lin;Zhang, Zhen;Chen, Ziyi;Zhou, Yi;
2019 journal of neuroscience methods DOI: S0165-0270(19)30252-... 294 views
18
EleAtt-RNN: Adding Attentiveness to Neurons in Recurrent Neural Networks.
Zhang, Pengfei;Xue, Jianru;Lan, Cuiling;Zeng, Wenjun;Gao, Zhanning;Zheng, Nanning;
2019 ieee transactions on image processing : a publicat... DOI: 10.1109/TIP.2019.293... 280 views
19
SBLC: a hybrid model for disease named entity recognition based on semantic bidirectional LSTMs and conditional random fields.
Xu, Kai;Zhou, Zhanfan;Gong, Tao;Hao, Tianyong;Liu, Wenyin;
2018 BMC medical informatics and decision making DOI: 10.1186/s12911-018-0... 280 views
20
ProtoSteer: Steering Deep Sequence Model with Prototypes.
Ming, Yao;Xu, Panpan;Cheng, Furui;Qu, Huamin;Ren, Liu;
2019 ieee transactions on visualization and computer gr... DOI: 10.1109/TVCG.2019.29... 278 views
21
Anomaly Detection in Moving Crowds through Spatiotemporal Autoencoding and Additional Attention
Yang, Biao;Cao, Jinmeng;Ni, Rongrong;Zou, Ling;Yang, Biao;Cao, Jinmeng;Ni, Rongrong;Zou, Ling;
2018 advances in multimedia DOI: 10.1155/2018/2087574 273 views

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Deep learning Machine learning de-identification elmo german medical admission notes personal health information Monte Carlo attention protein-protein interaction prediction residual architecture rnn attention based network multi-task learning naranjo questionnaire question answering fault diagnosis data-driven time-varying working condition arrhythmia detection autoencoders