Search results for: 'user and entity behavior analytics based on machine learning'

29 Jul 2021  |  Global  |  Technology Research

Federated Learning: New Approach to Building AI Models

Leveraging Open Source Tools to Accelerate Technology Development across Organizations and Regions

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Traditional machine learning (ML) models are centralized and involve vast amounts of data. However, both the urgency to guarantee data privacy and to abide by strict regulations imposed across regions have contributed to the emergence of a new and powerful alternative technique, federated learning. Instead of acquiring data from a central server or...

This Frost & Sullivan analysis examines the global laboratory information management system (LIMS) market. The market is currently experiencing disruption due to a shift towards digitalization driven by automation, the industrial internet of things (IIoT), and smart technologies. This trend is transforming laboratory operations as it employs real-t...

VoE is the voice of the employee that is collected and analyzed systematically using a VoE analytics tool. Businesses use VoE tools to collect employee ideas, grievances, suggestions, and requirements about the workplace to measure employee experience (EX) and engagement. VoE data and insights are used to boost EX to increase employee retention, en...

This Frost & Sullivan research service examines the role artificial intelligence (AI) will play in the transformation of the automotive space. AI is a key disruptive technology, wherein automakers are evolving into technology firms and expanding their service offerings beyond manufacturing vehicles. Technology implementation has increased, and the ...

Fiber optic sensing solutions utilize the light medium as the physical source to detect variations in temperature, acoustics, strain, and vibrational parameters. Fiber optic sensing uses an optical fiber cable as the sensor device to create a continuous point of sensing along the fiber cable. This method of sensing is known as distributed fiber opt...

Welding is a versatile and essential fabrication process that uses heat to join metals together, either similar or dissimilar metals. Unlike brazing and soldering that use a lower temperature to metal fusion, welding technologies operate at very high temperatures. Welding is the most-used fabrication technique across all industry verticals. With f...

The fraud detection and prevention (FDP) market has grown significantly, driven by the frequency, sophistication, and volume of fraudulent attacks. The increase in digital transactions as well as companies’ digital transformation initiatives have created a large attack surface. Businesses are adopting FDP solutions powered by artificial intelligenc...

The global Fraud Detection and Prevention (FDP) market is evolving as it undergoes transformation with the adoption of advanced technologies such as artificial intelligence (AI), machine learning (ML), behavioral biometrics, and generative AI. Frost & Sullivan’s comprehensive analysis explores how these innovations are reshaping the FDP landscape, ...

03 Mar 2017  |  Global  |  Market Research

Global Biopharmaceutical Analytical Instrumentation Market, Forecast to 2022

Analytics Required for Biosimilar Drugs to Stimulate Market Growth

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The global biopharmaceutical analytical instrumentation market generated a revenue of $1,092 million in 2015 and is expected to grow at a compound annual growth rate (CAGR) of 7.2% from 2015 to 2022. The biosimilars segment, which is expected to reach $35 billion in 2025, will strongly drive the biopharmaceutical analytical instrumentation marke...