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Fundamentals of Recurrent Neural Network (RNN) and Long Short-Term Memory (LSTM) Network [PDF]
Physica A: Statistical Mechanics and its Applications, 2018 Because of their effectiveness in broad practical applications, LSTM networks have received a wealth of coverage in scientific journals, technical blogs, and implementation guides.
A. Sherstinsky
semanticscholar +3 more sources
Time Series Prediction Based on LSTM-Attention-LSTM Model
IEEE Access, 2023 Time series forecasting uses data from the past periods of time to predict future information, which is of great significance in many applications. Existing time series forecasting methods still have problems such as low accuracy when dealing with some ...
Xianyun Wen, Weibang Li
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LSTM: A Search Space Odyssey [PDF]
IEEE Transactions on Neural Networks and Learning Systems, 2015 Several variants of the long short-term memory (LSTM) architecture for recurrent neural networks have been proposed since its inception in 1995. In recent years, these networks have become the state-of-the-art models for a variety of machine learning ...
Klaus Greff +4 more
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Improving the efficiency of aerosolized insecticide testing against mosquitoes
Scientific Reports, 2023 Developing robust and standardised approaches for testing mosquito populations against insecticides is vital for understanding the effectiveness of new active ingredients or formulations.
Walter Fabricio Silva Martins +7 more
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Malaria Journal, 2020 Background There is an urgent need for insecticides with novel modes of action against mosquito vectors. Broflanilide is a meta-diamide, discovered and named Tenebenal™ by Mitsui Chemicals Agro, Inc., which has been identified as a candidate insecticide ...
Rosemary Susan Lees +9 more
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Parasites & Vectors, 2021 Background Riverine species of tsetse (Glossina) transmit Trypanosoma brucei gambiense, which causes Gambian human African trypanosomiasis (gHAT), a neglected tropical disease.
Paul R. Bessell +10 more
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End-to-end Sequence Labeling via Bi-directional LSTM-CNNs-CRF [PDF]
Annual Meeting of the Association for Computational Linguistics, 2016 State-of-the-art sequence labeling systems traditionally require large amounts of task-specific knowledge in the form of hand-crafted features and data pre-processing.
Xuezhe Ma, E. Hovy
semanticscholar +1 more source
Enhancement of Wheat Flour and Dough Properties by Non-Thermal Plasma Treatment of Wheat Flour
Applied Sciences, 2022 Demand to improve food quality attributes without the use of chemicals has risen exponentially in the past few years. Non-thermal plasma (NTP) (also called ‘cold plasma’) is becoming increasingly popular for this purpose due to its unique low-temperature
Muhammad Jehanzaib Khan +3 more
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Expert systems with applications, 2023 The stock market is a financial market where shares of publicly listed corporations are purchased and sold. It is an indicator of a country ’ s economic health, reflecting the performance of companies and the overall business environment.
Burak Gülmez
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Evolutionary Applications, 2020 Persistent insecticides sprayed onto house walls, and incorporated into insecticide‐treated bednets, provide long‐acting, cost‐effective control of vector‐borne diseases such as malaria and leishmaniasis.
Andy South +5 more
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