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AI4tech

Achieving diverse product recommendations

Achieving diverse product recommendations ensuring all users and objects get exposure In this blog post, you’ll learn about some examples of decision processes you can use in recommender systems: do […]

Posted on 2022-05-252022-05-27 by Paulo Maia
Posted in AI4tech, data science, Marketing

We will be at VISUM Summer School

For the third time in a row, we are proud sponsors of VISUM summer school. VISUM is a worldwide reference summer school in Computer Vision and Machine Intelligence, attracting both […]

Posted on 2022-04-132022-04-13 by NILG.AI
Posted in AI4business, AI4tech, Computer Vision, Machine Learning, News

An Introduction to Multiple Instance Learning

Multiple Instance Learning (MIL) is a form of weakly supervised learning where training instances are arranged in sets, called bags, and a label is provided for the entire bag, opposedly […]

Posted on 2021-05-182022-03-25 by Paulo Maia
Posted in AI4tech, Computer Vision, Machine Learning

Address validation for optimizing delivery success rate

  In recent years, the e-commerce industry has been increasing significantly in several sectors like food, retailing and electronics. In the latter part of 2020, this increase has been even […]

Posted on 2021-03-172021-03-22 by Daniel Azevedo
Posted in AI4business, AI4tech, Machine Learning

Difficult Targets to Optimize: the ROC AUC

In many binary classification problems, especially in domains with highly unbalanced problems (such as the medical domain and rare event detection), we need to make sure our model does not […]

Posted on 2020-12-182021-01-06 by Paulo Maia
Posted in AI4tech, Machine Learning

Fighting cervical cancer with Artificial Intelligence

In case you missed it. You may find below our talk on the Symposium on Bioengineering 2020 at FEUP. Also, we reply to some answers that we didn’t have time […]

Posted on 2020-08-252020-08-26 by Kelwin Fernandes
Posted in AI, AI4business, AI4tech, Computer Vision, Healthcare1 Comment

Fairness in AI

In partnership with Data Science for Social Good Portugal, we are launching a series of webinars in AI topics related to social good. The second talk was by Francisca Morgado, […]

Posted on 2020-08-182020-08-19 by Francisca Morgado
Posted in AI, AI4tech, data science, Machine Learning, NILG.AI, social good3 Comments

Applying geospatial data for Machine Learning, with a focus on social good

In partnership with Data Science for Social Good Portugal, we are launching a series of webinars in AI topics related to social good. The first talk was by Paulo Maia, […]

Posted on 2020-07-162020-08-04 by Paulo Maia
Posted in AI4tech, Computer Vision, data science, social good1 Comment

Experiment Management and Reproducible Research

In this tutorial, we will discuss how can we achieve reproducible data pipelines and research while keeping track of the experiments that lead to production Machine Learning models. We will […]

Posted on 2020-07-132020-07-27 by Tiago Freitas
Posted in AI4tech, data science, Machine Learning

Who is tampering your meters? Fraud detection in Utilities

Meter tampering is a common threat to the business side of the utility services as well as a public security threat, incurring in uncontrolled tweaks that may increase the risk […]

Posted on 2020-06-192020-06-22 by Kelwin Fernandes
Posted in AI4business, AI4tech, consulting, data science, Machine Learning

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