Search Results - FX Networks

Backbone NMR reveals allosteric signal transduction networks in the β1-adrenergic receptor by Isogai, Shin, Deupi, Xavier, Opitz, Christian, Heydenreich, Franziska M., Tsai, Ching-Ju, Brueckner, Florian, Schertler, Gebhard F.X., Veprintsev, Dmitry B., Grzesiek, Stephan

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Simulation model for natural gas transmission pipeline network system by Woldeyohannes, Debebe, Mohd Amin, A.M.

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Evaluation of Three Feature Dimension Reduction Techniques for Machine Learning-Based Crop Yield Prediction Models by Pham, Hoa Thi, Awange, Joseph, Kuhn, Michael

“…Therefore, this paper proposes a framework that uses non-feature reduction (All-F) as a baseline to investigate the performance of FS, FX, and a combination of both (FSX). The case study employs the vegetation condition index (VCI)/temperature condition index (TCI) to develop 21 rice yield forecasting models for eight sub-regions in Vietnam based on ML methods, namely linear, support vector machine (SVM), decision tree (Tree), artificial neural network (ANN), and Ensemble. …”
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Enhanced foreign exchange volatility forecasting using CEEMDAN with optuna-optimized ensemble deep learning model by Kausar, Rehan, Iqbal, Farhat, Raziq, Abdul, Sheikh, Naveed, Rehman, Abdul

“…This paper presents a novel hybrid ensemble forecasting model integrating a decomposition strategy and three deep learning (DL) models: Long Short-Term Memory (LSTM), Bidirectional LSTM (BiLSTM), and Convolutional Neural Network (CNN). This combination addresses individual models’ limitations and further improves the accuracy and stability of FX volatility forecasting. …”
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