Long Short-Term Memory

Sepp Hochreiter, Jürgen Schmidhuber

Neural Computation

Dropout: a simple way to prevent neural networks from overfitting

Nitish Srivastava, Geoffrey E. Hinton, Alex Krizhevsky, +2

Empirical Evaluation of Gated Recurrent Neural Networks on Sequence Modeling

Jun‐Young Chung, Çaǧlar Gülçehre, Kyunghyun Cho, +1

arXiv (Cornell University)

MusicStructured PredictionEngineeringMachine LearningSequential Learning +15

On the Properties of Neural Machine Translation: Encoder–Decoder Approaches

Kyunghyun Cho, Bart van Merriënboer, Dzmitry Bahdanau, +1

Natural Language ProcessingStructured PredictionSequence ModellingEngineeringMachine Learning +10

Bi-LSTM Model to Increase Accuracy in Text Classification: Combining Word2vec CNN and Attention Mechanism

Beakcheol Jang, Myeonghwi Kim, Gaspard Harerimana, +2

Applied Sciences

Word2vec CnnConvolutional Neural NetworkEngineeringMachine LearningMultilingual Pretraining +19

Interpretable spatio-temporal attention LSTM model for flood forecasting

Yukai Ding, Yuelong Zhu, Jun Feng, +2

Neurocomputing

Flash FloodEngineeringData SciencePredictive AnalyticsGeography +5

Comparative analysis and forecasting of COVID-19 cases in various European countries with ARIMA, NARNN and LSTM approaches

İsmail Kırbaş, Adnan Sözen, Azim Doğuş Tuncer, +1

Chaos Solitons & Fractals

Lstm ApproachesVirus EpidemiologyPredictive AnalyticsCovid-19 PandemicDisease Surveillance +7

Intelligent Manufacturing for the Process Industry Driven by Industrial Artificial Intelligence

Tao Yang, Xinlei Yi, Shaowen Lu, +2

Engineering

EngineeringIndustrial EngineeringSmart ManufacturingIntelligent SystemsSmart Factory +22

Performance evaluation of a low-temperature waste heat driven multi-bed adsorption chiller

Bidyut Baran Saha, Shigeru Koyama, J.B. Lee, +5

International Journal of Multiphase Flow

Multi-bed Adsorption ChillerChemical EngineeringEngineeringHeat RecoveryEnergy Efficiency +9

A machine learning approach to the prediction of transport and thermodynamic processes in multiphysics systems - heat transfer in a hybrid nanofluid flow in porous media

Rasool Alizadeh, Javad Mohebbi Najm Abad, Abolhasan Ameri, +4

Journal of the Taiwan Institute of Chemical Engineers

Heat Transfer ProcessEngineeringHybrid Nanofluid FlowThermal TransportNumerical Simulation +10