Search results for: 'used and equity behavior analytics based on machine learning'

In the rapidly changing automotive landscape, disruptive technologies are paving the way for a multitude of customer conveniences, with usage-based insurance (UBI) emerging as a standout example. This innovative business model is revolutionizing how insurance companies, original equipment manufacturers (OEMs), and leasing and rental fleets collect ...

With improvements in data acquisition and computing power, artificial intelligence (AI) is becoming more of a reality each day. Companies are constantly developing self-evolving machine learning approaches and hardware enhancements to support AI applications. This study explores new innovations in machine learning and computing that will enable the...

Driver Monitoring Systems (DMS) analyze driver behavior, detect behavior patterns for micro-sleep, and issue appropriate warnings to alert and refocus the drivers attention back to the road, thus working to reduce drowsiness-related crashes. DMS functions are achieved using data processed from the steering angle sensor, the sensors on the steering ...

The aim of this study is to research, analyze, and forecast the usage-based insurance (UBI) market for the European automotive industry. Currently, the specific focus is on understanding driving behavior and offers made by insurance companies. In some cases, a two-tier discount structure is present in which the first level is based on mileage and t...

The emergence of generative AI (GenAI) has sparked intense global interest in AI and how it can help improve customer experience (CX). Several factors drive interest in GenAI, including its positive impact on making conversational AI faster and smarter, enabling critical applications, including personalization at scale, improved self-service capabi...

European analytical instrumentation factbook is segmented by regions including Germany, France, Italy, the United Kingdom, Benelux (Belgium, the Netherlands, Luxembourg), Russia, Scandinavia (Sweden, Norway, Denmark), Iberia (Spain, Portugal), Rest of Eastern & Western Europe, Rest of Europe. It includes end users including Pharmaceuticals, biotec...

After facing a challenging period in 2020, with isolation measures and economic difficulties due to the COVID-19 pandemic, Europe has started getting back to normal. However, although vaccination rates have advanced, some markets are still in crisis. The automotive market, for example, has not recovered to usual levels of new car sales. Global micr...

Europe has been faced with unprecedented heatwaves and droughts triggered by climate change. This has affected surface and groundwater availability across regions, leading to water use restrictions and investment in water reuse infrastructure.Southern European countries such as Spain, Cyprus, Malta, and Greece have invested in desalination as an al...

The human-machine interface (HMI) is a driving force of innovation for automakers and major tech companies. Frost & Sullivan expects automakers to integrate or mirror in their vehicles the mobile apps that consumers use daily. Premium brands sold in Europe already are offering navigation units as standard equipment in most higher-trim vehicles a...