OPTIMIZING ACADEMIC CERTIFICATE MANAGEMENT WITH BLOCKCHAIN AND MACHINE LEARNING: A NOVEL APPROACH USING OPTIMISTIC ROLLUPS AND FRAUD DETECTION

Optimizing Academic Certificate Management With Blockchain and Machine Learning: A Novel Approach Using Optimistic Rollups and Fraud Detection

Blockchain technology has brought a significant advancement in the development of academic certificate management systems by enhancing security, transparency, and decentralization.However, challenges such as certificate revocation, transaction costs, and latency still persist.This research proposes a novel mechanism combining smart contracts and Op

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An agent-based modelling framework for the simulation of large-scale consumer participation in electricity market ecosystems

Abstract The role of consumers as price-sensitive participants in electricity markets is considered essential to ensure efficient and secure operations of electricity systems.Yet the uncertain or unknown consequences of active market participation remain a large barrier for active consumer-side market participation.Simulations Air Purifiers are a p

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The Behavior of Earnings Quality in Different Business Cycles Using Panel Smooth Transition Regression (PSTR) Model

This paper investigates the Siemens WK14D542GB IQ-500 Built In 7Kg B E Washer Dryer White New threshold effects of business cycles on earnings quality for the period of 2005 to 2015, using Panel Smooth Transition Regression (PSTR) model as one of the most prominent regime-switching models.For this end, accruals quality and earnings smoothing are us

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Appearance of an unusual ring enhancing brain capillary telangiectasia on 3.0T MRI with dynamic susceptibility contrast perfusion

We present the appearance of brain capillary telangiectasia on 3.0T PINK GRAPEFRUIT magnetic resonance imaging (MRI) perfusion.A 42-year-old female presented with intermittent left arm weakness and paresthesia.Initial 1.5T MRI obtained 2 months after presentation demonstrated a 6 mm right caudate head lesion with ring-like enhancement, and no signi

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Unless Something Goes Wrong: Making Art to Understand and Mitigate the Risk of Therapeutic Inertia in the Treatment of Multiple Sclerosis

In the long-term management of a degenerative illness there is a risk that the approach we take to treatment can be characterized by therapeutic inertia (TI).With no evidence of disease progression clinicians can be reluctant to make a change to treatment regimes.This can lead to less choice Arduino Displays and suboptimal outcomes for people with

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