Research Archives

Research

Standout Artificial Intelligence Labs in India

Modeling Research APAC 2021 India Research Labsposted by ODSC Team July 22, 2021

As dynamic fields, what we can do with and how we apply data science and artificial intelligence is almost constantly changing and growing. Research institutions, in particular, contribute to the discovery of new innovations and applications. Right now, we are seeing a significant amount of interesting... Read more

Best Machine Learning Research of 2021 So Far

Machine Learning Modeling Researchposted by Daniel Gutierrez, ODSC July 19, 2021

The start of 2021 saw many prominent research groups extending the state of machine learning science to consistently greater heights. In my efforts to keep pace with this accelerated progress, I’ve noticed a number of hot topics that are gaining the attention of researchers: explainable/interpretable ML,... Read more

Highlighting Artificial Intelligence Research Universities and Labs in the APAC Region

Modeling Research APAC 2021posted by Alex Landa, ODSC July 16, 2021

Research into data science and artificial intelligence is non-stop. As the world speeds up or slows down in other ways, there are always researchers looking to push the boundaries of what we can do with data, automation, and robotics. In the APAC region, including parts of... Read more

Top 10 Machine Learning and AI Research Labs in Europe

Modeling Researchposted by ODSC Team May 11, 2021

While most of the research we’ve heard about over the past year has revolved around vaccines and COVID-19, AI has seen some monumental developments as well. Europe is home to many exciting research labs and universities that are pushing the bounds of AI, machine and deep... Read more

Best Machine Learning Research of 2020

Machine Learning Modeling Researchposted by Daniel Gutierrez, ODSC February 9, 2021

2020 will be remembered as a year chock full of significant challenges, but for data science, specifically AI, machine learning, and deep learning, the march forward continued unabated. We saw excellent progress with enterprise acceptance of machine learning across a wide swath of industries and problem... Read more

NVIDIA Makes Training GANs Easier with Fewer Images

Modeling Research GANs NVIDIAposted by ODSC Team December 14, 2020

NVIDIA is closing out 2020 on a strong note with a new method for training GANs that requires significantly less data than current methods. Instead of using hundreds of thousands of images to train efficient GANs with high rates of accuracy, their new technique, adaptive discriminator... Read more

Data-Driven Artificial Intelligence (AI) for Churn Reduction

Conferences Research APAC 2020 churn model Logistic Regressionposted by ODSC Community November 23, 2020

A telecommunications company was losing customers (churn rate was 49.9%) and wanted to identify why customers were leaving them. Using data-driven Artificial Intelligence (AI), the key reasons for customers leaving the business (churn) was identified and a proactive retention campaign was developed to prevent customers from... Read more

10 Compelling Machine Learning Ph.D. Dissertations for 2020

Machine Learning Modeling Researchposted by Daniel Gutierrez, ODSC August 19, 2020

As a data scientist, an integral part of my work in the field revolves around keeping current with research coming out of academia. I frequently scour arXiv.org for late-breaking papers that show trends and reveal fertile areas of research. Other sources of valuable research developments are... Read more

Using AI to predict retinal disease progression

Researchposted by Sheamus McGovern June 17, 2020

Vision loss among the elderly is a major healthcare issue: about one in three people have some vision-reducing disease by the age of 65. Age-related macular degeneration (AMD) is the most common cause of blindness in the developed world. Source: Using AI to predict retinal disease... Read more

The Most Influential NLP Research of 2019

Data Science Academic Research Featured Post NLP/Text Analytics Research 2019posted by Daniel Gutierrez, ODSC December 31, 2019

Natural language processing (NLP) is one of the most important technologies to arise in recent years. Specifically, 2019 has been a big year for NLP with the introduction of the revolutionary BERT language representation model. There are a large variety of underlying tasks and machine learning... Read more