Blogs - Aviana Global

Why Anomaly Detection is Important?

By SierraAnomaly Detection, Machine Learning

Anomaly detection is the process of finding patterns in data that don’t conform to a model of normal behavior. Unless you’re a data scientist or practitioner familiar with tools that offer algorithms for pattern recognition, the principles behind anomaly detection may seem obscure and unapproachable....

September 14, 2020

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A Brief Guide to Explainable Artificial Intelligence

By Evalee MachAI

Every day the concept of artificial intelligence (AI) is greatly changing and expanding. With new forms of technology, machine learning and artificial intelligence continues to grow and expand throughout the work force. But how will people comprehend the outcomes of artificial intelligence? How will they...

September 9, 2020

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How Artificial Intelligence Can Help Internal Auditing

By Evalee MachAI, Auditing, Finance

If you work in a company or an organization that wants to improve the effectiveness of risk management and governance processes or just wants to improve the company overall, then you are probably familiar with internal auditing. Internal auditing is a consulting activity which is...

August 14, 2020

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The case for continuous monitoring of financial transactions

By SierraFinance, Machine Learning

What does continuous monitoring of financial transactions mean? In short, Continuous Monitoring (CM) of financial transactions is a reporting system that continuously monitors financial transactions and provides timely and relevant (actionable) information for an executive to review and make necessary decisions. This is in sharp...

August 6, 2020

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Using AI to control employee expense fraud

By Darshana DagaAI, Fraud Detection

Reimbursable employee expenses are a significant cost for most businesses, and unfortunately they are often a source of fraud by unscrupulous employees. To combat this, businesses typically rely on auditing employee expense reports manually. As this is a tedious and very labor intensive process, usually...

March 16, 2020

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Cornonavirus: Safety Tips For You & Those Around You

By Darshana DagaFraud, Healthcare

“COVID-19!” the mere mention of the word sends an ominous shiver down our spines! Such has been the phenomenal negative buzz associated with the rise and spread of the Novel Coronavirus, from Wuhan China to what appears to be every nook and corner of the...

March 9, 2020

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Anomaly Detection – A Machine Learning Solution to Eliminate Risk

By Darshana DagaAI, Machine Learning

With the rapid growth of the internet and the IoT and the resultant digital transformation of the world we live in, there is an explosion of data that is being generated, collected and stored. There is data available for “normal” transactions, as well as for...

March 4, 2020

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Why Healthcare Industry needs to be data driven

By Darshana DagaAI, Healthcare

Mobile phones, smart watches, wearable health gears… there is avalanche of information and data about people’s health and activities today that can be leveraged. The data can be used to have more a clear idea of a person’s health and fitness needs. Hospitals and healthcare...

February 24, 2020

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Leveraging Digital Technology to Unearth FinTech Fraud

By Darshana DagaFraud Detection

The volume of online transactions is growing exponentially -- driven by the digitalization, sheer increase in the volume of online transactions themselves, larger scale of operations and new Financial Technologies (FinTech for short). Simultaneously with digitalization, there is a new quest for enterprises to start...

January 10, 2020

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Aviana Articles

Why Anomaly Detection is Important?

A Brief Guide to Explainable Artificial Intelligence

How Artificial Intelligence Can Help Internal Auditing

The case for continuous monitoring of financial transactions

Using AI to control employee expense fraud

Cornonavirus: Safety Tips For You & Those Around You

Anomaly Detection – A Machine Learning Solution to Eliminate Risk

Why Healthcare Industry needs to be data driven

Leveraging Digital Technology to Unearth FinTech Fraud

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