With the development and applications of the Smart Court System(SCS)in China,the reliability and accuracy of legal artificial intelligence have become focal points in recent ***,criminal sentencing prediction,a signif...
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With the development and applications of the Smart Court System(SCS)in China,the reliability and accuracy of legal artificial intelligence have become focal points in recent ***,criminal sentencing prediction,a significant component of the SCS,has also garnered widespread *** to the Chinese criminal law,actual sentencing data exhibits a saturated property due to statutory penalty ranges,but this mechanism has been ignored by most existing *** this,the authors propose a sentencing prediction model that combines judicial sentencing mechanisms including saturated outputs and floating boundaries with neural *** on the saturated structure of our model,a more effective adaptive prediction algorithm will be constructed based on the fusion of several key ideas and techniques that include the utilization of the L1 loss together with the corresponding gradient update strategy,a data pre-processing method based on large language model to extract semantically complex sentencing elements using prior legal knowledge,the choice of appropriate initial conditions for the learning algorithm and the construction of a double-hidden-layer network *** empirical study on the crime of disguising or concealing proceeds of crime demonstrates that our method can achieve superior sentencing prediction accuracy and significantly outperform common baseline methods.
This paper focuses on the aircraft carrier deck movement prediction techniques which could be applied to the Autonomous Carrier Landing System (ACLS) design. The techniques introduced here are methods based on non-hyd...
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ISBN:
(纸本)9781479946990
This paper focuses on the aircraft carrier deck movement prediction techniques which could be applied to the Autonomous Carrier Landing System (ACLS) design. The techniques introduced here are methods based on non-hydrodynamic, which is also called time series analysis algorithms. The algorithms based on AR model and ARMAX model are described in detail respectively. Both algorithms are adaptive prediction algorithm. The adaptive prediction algorithm does not require a priori ship response information, it can establish a mathematical model of the hull movement in real time and update according to changes in operations or weather conditions. The simulation results indicate that AR model-based predictionalgorithm is not ideal, while the ideal predictionalgorithm based on ARMAX model needs to be able to measure the wave input. This paper also contains the ACLS simulation result with Deck Motion Compensation. It shows that the DMC reduces the volatility of the glideslope.
In the process of harmonic current detection of active power filter, considering dynamic response ability and the drawback of static accuracy in the traditional fixed step size LMS detection method, proposed a improve...
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ISBN:
(纸本)9781728158556
In the process of harmonic current detection of active power filter, considering dynamic response ability and the drawback of static accuracy in the traditional fixed step size LMS detection method, proposed a improved adaptive variable step LMS harmonic current detection algorithm. Using the history error data to regulate the step size. And the algorithm was used to detect the harmonic current in APF. The results of simulation show that, the method is more advanced both in detection accuracy and dynamic response, and has a fast dynamic response and high detection accuracy.
In the process of harmonic current detection of active power filter,considering dynamic response ability and the drawback of static accuracy in the traditional fixed step size LMS detection method,proposed a improved ...
详细信息
In the process of harmonic current detection of active power filter,considering dynamic response ability and the drawback of static accuracy in the traditional fixed step size LMS detection method,proposed a improved adaptive variable step LMS harmonic current detection *** the history error data to regulate the step *** the algorithm was used to detect the harmonic current in *** results of simulation show that,the method is more advanced both in detection accuracy and dynamic response,and has a fast dynamic response and high detection accuracy.
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