Modeling Stylized Facts in FX Markets with FINGAN-BiLSTM: A Deep Learning Approach to Financial Time Series. [PDF]
Kim DJ, Kim DH, Choi SY.
europepmc +1 more source
The Role of Ionic Liquids at the Biological Interfaces in Bioelectronics
Ionic liquids (ILs) are highlighted as key artificial ionic materials that bridge biological ion‐based signaling and electronic devices. By understanding their composition, structure, function relationships, and mechanisms, ILs can advance from high performance electrolyte to core materials enabling integrated, multifunctional bioelectronics for ...
Yeong‐sinn Ye +5 more
wiley +1 more source
Graph attention-based heterogeneous multi-agent deep reinforcement learning for adaptive portfolio optimization. [PDF]
Zhang B.
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Recent Advances in Decoupling Strategies for Soft Sensors
This review provides an overview of recent advances in decoupling strategies for soft sensors. It summarizes single‐modal sensors that are insensitive to stretching, bending, crosstalk, and other environmental interferences, and highlights emerging multimodal decoupling methods enabled by spatiotemporal information and machine learning.
Yangbo Yuan +4 more
wiley +1 more source
On the recurrent neural network model with robust expectile-based loss function in economic data forecasting. [PDF]
Saputra WH, Nariswari R, Owen M.
europepmc +1 more source
Baltic dry index forecast using financial market data: Machine learning methods and SHAP explanations. [PDF]
Kim HS, Kim DH, Choi SY.
europepmc +1 more source
Predicting BRICS NIFTY50 returns using XAI and S.A.F.E AI lens. [PDF]
Ghosh I +4 more
europepmc +1 more source
Advanced spatio temporal modeling with geographically and temporally weighted spline regression (GTWSR) for strategic food price forecasting in Indonesia. [PDF]
Sifriyani +6 more
europepmc +1 more source
The Dynamics of Mood in Bipolar Disorder: How Mathematical Models Help Phenotype Individuals, Forecast Mood, and Clarify Underlying Mechanisms. [PDF]
Cochran AL, Vineyard J.
europepmc +1 more source
Advanced investing with deep learning for risk-aligned portfolio optimization. [PDF]
Nguyen MD.
europepmc +1 more source

