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1. Using Assess Dynamic Scoring for the First Time
This blog is about getting a simple Dynamic Scoring pipeline off the ground in Quantexa version 2.0.0, to get some Scores showing in your User Interface (UI). So what’s Assess Dynamic Scoring all about? Figure 1. Assess Dynamic Scoring Compared to getting basic Dynamic Scoring working in Scoring Framework 1 (SF1), it’s…
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2. Using Data Fusion for the First Time
This is a blog about setting up and using a low-code, data ingestion simplification feature known as Data Fusion, which is designed to allowing richer data sets to be ingested more quickly, speeding up ROI, and provides a basis for the most valuable insights possible. So what’s Data Fusion all about? Figure 1. Data Fusion…
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3. Predicting Risk through Network Shape
Encoding network shape has been a big factor in the success of our recent shell company detection machine learning model. Central to the model is the ability to evaluate the context of a business – given by the network of nodes surrounding it – in a way that can be input into explainable ML models. Early on in our…
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4. Realistic Synthetic Graph Generation
Generating Synthetic Graphs with Fractal-like properties The generation of synthetic data stands out as a powerful tool, especially in scenarios where real data is limited, sensitive, or unavailable. One challenging aspect within synthetic data generation is the creation of synthetic graphs or networks, mirroring the…
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5. Using Graph Context at the Document Level
By Matt Jackson and Christina Tkachenko Background In models that power Quantexa’s decision intelligence, many data points come together to power a recommendation, or highlight a risk. This data can take various forms, from financial data and text to contextual information. Using data of all kinds to fuel our AI solutions…
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6. How to make the most out of Intellij IDEA
This guide covers useful setup, resources and resolutions to typical issues encountered in Intellij IDEA when developing the Quantexa solution. Importance of setting up Intellij IDEA Intellij IDEA is an Integrated Development Editor (IDE). An IDE comes with more features than a typical text editor to improve software…
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Technical Development and Test (Restricted)
For further reading, please visit (log in required): Technical Development and Test 1. Task Loading: Debugging Tips - Part 1/2 2. Task Loading: Debugging Tips - Part 2/2 3. End-To-End Testing Approach for Detection Pipelines 4. Generating Data for the Quantexa Platform 5. Scoreable Models and Fact Tables