Forecasting Carbon Prices: A Literature Review
Journal of Forecasting, EarlyView.ABSTRACT Carbon emissions trading is utilized by a growing number of states as a significant tool for addressing greenhouse gas emissions (GHG), global warming problem and the climate crisis. Accurate forecasting of carbon prices is essential for effective policy design and investment strategies in climate change mitigation.
Konstantinos Bisiotis +2 more
wiley +1 more source
A hybrid support vector machine and neural network model with fuzzy logic fusion for smart city traffic prediction. [PDF]
Sci RepAbbas B +7 more
europepmc +1 more source
Validating Explainer Methods: A Functionally Grounded Approach for Numerical Forecasting
Journal of Forecasting, EarlyView.ABSTRACT Forecasting systems have a long tradition in providing outputs accompanied by explanations. While the vast majority of such explanations relies on inherently interpretable linear statistical models, research has put forth eXplainable Artificial Intelligence (XAI) methods to improve the comprehensibility of nonlinear machine learning models. As
Felix Haag +2 more
wiley +1 more source
Fault Point Search with Obstacle Avoidance for Machinery Diagnostic Robots Using Hierarchical Fuzzy Logic Control. [PDF]
Sensors (Basel)Mu R, Ikeura R, Xue H, Zhao C, Chen P.
europepmc +1 more source
On the Semantics and Automated Deduction for PLFC, a Logic of\n Possibilistic Uncertainty and Fuzziness [PDF]
, 2013 Teresa Alsinet +2 more
openalex +1 more source
A Fuzzy Framework for Realized Volatility Prediction: Empirical Evidence From Equity Markets
Journal of Forecasting, EarlyView.ABSTRACT This study introduces a realized volatility fuzzy time series (RV‐FTS) model that applies a fuzzy c‐means clustering algorithm to estimate time‐varying c$$ c $$ latent volatility states and their corresponding membership degrees. These memberships are used to construct a fuzzified volatility estimate as a weighted average of cluster centroids.
Shafqat Iqbal, Štefan Lyócsa
wiley +1 more source
Multimodal Fusion for Trust Assessment in Lower-Limb Rehabilitation: Measurement Through EEG and Questionnaires Integrated by Fuzzy Logic. [PDF]
Sensors (Basel)Zheng K, Han F, Li C.
europepmc +1 more source
The Case of Fleeting Orders and Flickering Quotes
Journal of Futures Markets, EarlyView.ABSTRACT The literature controversially discusses the ambiguous motives and driving forces behind quickly cancelled limit orders (fleeting orders), which are characteristic of high‐frequency markets. In particular, manipulative and dysfunctional characteristics are feared. We analyze top‐of‐book fleeting orders—so‐called flickering quotes—and show with
Markus Ulze +2 more
wiley +1 more source
TinyML-enabled fuzzy logic for enhanced road anomaly detection in remote sensing. [PDF]
Sci RepKhatoon A +4 more
europepmc +1 more source