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  1. RNN-LSTM: From applications to modeling techniques and …

    Jun 1, 2024 · Long Short-Term Memory (LSTM) is a popular Recurrent Neural Network (RNN) algorithm known for its ability to effectively analyze and process sequentia…

  2. Long Short-Term Memory Network - an overview - ScienceDirect

    Long Short-Term Memory Network - an overview - ScienceDirect

  3. Long Short-Term Memory - an overview | ScienceDirect Topics

    Long Short-Term Memory - an overview | ScienceDirect Topics

  4. A survey on long short-term memory networks for time series …

    Jan 1, 2021 · Recurrent neural networks and exceedingly Long short-term memory (LSTM) have been investigated intensively in recent years due to their ability to mod…

  5. Fundamentals of Recurrent Neural Network (RNN) and Long Short …

    Mar 1, 2020 · Because of their effectiveness in broad practical applications, LSTM networks have received a wealth of coverage in scientific journals, technical blo…

  6. Performance analysis of neural network architectures for time …

    Dec 1, 2025 · Recurrent Neural Networks (RNNs), Long Short-Term Memory (LSTM) networks, and Gated Recurrent Units (GRUs) have gained significant popularity in time …

  7. Predicting stock market index using LSTM - ScienceDirect

    Sep 15, 2022 · The rapid advancement in artificial intelligence and machine learning techniques, availability of large-scale data, and increased computational capabi…

  8. LSTM-FKAN coupled with feature extraction technique for …

    May 1, 2025 · Precipitation-runoff modeling is an essential non-engineering measure for assessing water resources and ensuring their sustainable use. For the comple…

  9. Improved network anomaly detection system using optimized …

    May 10, 2025 · Intrusion detection (ID) gives security in network traffic or system activities monitors to detect suspicious activities, behavior, potential attacks,…

  10. A cellular automata model coupled with partitioning CNN-LSTM …

    Feb 1, 2024 · Urbanisation is a key aspect of land use change (LUC), and accurately modelling of urban LUC is crucial for sustainable development. Cellular automata…