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Recent Advances in Data Preprocessing and Machine Learning Approaches by Xinyu Gu, Khay See et al

This work provides a comprehensive review of data preprocessing and machine learning approaches applied to estimate a battery's state of charge (SOC) and state of health (SOH) over the past five years. The standard procedure for preprocessing battery time series data and the associated techniques to address inherent challenges are described. Dominant machine learning architectures and their applications in SOC and SOH estimation are explored. Additionally, potential directions for future research are highlighted.

Launch HN: CommodityAI (YC W24) – Shipment management for commodity traders

Launch HN: CommodityAI (YC W24) – Shipment management for commodity traders
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How To Create Your Own Custom GPT With ChatGPT

Discover how to make your own custom GPT with ChatGPT in this guide. OpenAI's ChatGPT now lets you personalize your AI model without needing coding skills. Follow simple steps to create a customized GPT for tasks tailored to your needs, putting the power of AI customization in your hands., AI News, Times Now

Autonomous Surveillance of Infants Needs Using CNN Model for Audio Cry Classification

Infants portray suggestive unique cries while sick, having belly pain, discomfort, tiredness, attention and desire for a change of diapers among other needs. There exists limited knowledge in accessing the infants’ needs as they only relay information through suggestive cries. Many teenagers tend to give birth at an early age, thereby exposing them to be the key monitors of their own babies. They tend not to have sufficient skills in monitoring the infant’s dire needs, more so during the early stages of infant development. Artificial intelligence has shown promising efficient predictive analytics from supervised, and unsupervised to reinforcement learning models. This study, therefore, seeks to develop an android app that could be used to discriminate the infant audio cries by leveraging the strength of convolution neural networks as a classifier model. Audio analytics from many kinds of literature is an untapped area by researchers as it’s attributed to messy and huge

Data Scientist - IT-Online

Data Scientist - IT-Online
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