Support vector regression can predict numeric values effectively, and this article shows how to implement and train a kernel SVR model in C# using stochastic sub-gradient descent.

Contribute to the progress of engineering and science by solving key industry challenges! Are you looking for a design or research project idea with real industry relevance and societal impact?

Azure SDK Python packages support for Python 2.7 has ended 01 January 2022. For more information and questions, please refer to #20691 Azure Cosmos DB is a globally distributed, multi-model database ...

Abstract: Aiming at the problems of multi-modal signal interference, weak early fault characteristics and insufficient state evolution modeling in health monitoring of pumping system, this paper puts ...

Abstract: Direct-torque-control cooperating with space-vector-modulation (DTC-SVM) are attracting lots of attentions in surface-mounted permanent magnet synchronous motor (SPMSM) drives due to ...

Permanent magnet synchronous motor (PMSM) may develop faults during long-term operation, affecting the stability and safety of the drive system. The convolutional neural network (CNN)-gated recurrent ...

Creative Commons (CC): This is a Creative Commons license. Attribution (BY): Credit must be given to the creator. Non-Commercial (NC): Only non-commercial uses of the work are permitted.

Alternative paradigms to the von Neumann computing scheme are currently arousing huge interest. Oscillatory neural networks (ONNs) using emerging phase-change materials like VO 2 constitute an ...

Prediction of stock price has been a hot topic in artificial intelligence field. Computational intelligent methods such as machine learning or deep learning are explored in the prediction system in ...

The hippocampus is crucial for spatial learning but their neuronal mechanisms remain unknown. Here, we found that hippocampal cell ensembles preferentially replayed salient reward-related locations as ...