Abstract: Data in the visual world often present long-tailed distributions. However, learning high-quality representations and classifiers for imbalanced data is still challenging for data-driven deep ...

Shreyansh Sharma built high-performance financial data pipelines, improving accuracy, speed, scalability, and reliability for ...

Despite a marked increase in energy imports, exports remained strong and foreign trade balance improved,' central bank blog ...

This project demonstrates a comprehensive data warehousing and analytics solution, from building a data warehouse to generating actionable insights. Designed as a portfolio project, it highlights ...

A multi-dimensional customer segmentation project using transaction-level data to model purchasing behaviors. Features robust data normalization pipelines and automated K-Means clustering to partition ...

By combining agentic workflows, AI-powered data normalization, and real-time analytics, Tetrix turns messy, unstructured fund data into clear, actionable insights. With Tetrix, allocators can uncover ...

Normalization can standardize and improve machine learning (ML) performance on omics data. However, it is unclear whether normalization is associated with overfitting (i.e., worse cross-dataset ...

To address this problem in a way that remains relevant to real applications, we developed a simulation-based evaluation framework informed by real microbiome data. The framework generates realistic ...

SCWorx Corp. a leading provider of healthcare data management, interoperability, and supply chain solutions, today announced that it has secured a new agreement with a prominent not-for-profit ...

High-impact AI implementations are more likely to treat data architecture, governance, and operationalization as strategic requirements, according to TDWI's 2026 Blueprint report.

How event-driven data pipelines reduce latency, automate schema changes, and improve reliability across large-scale data ...

We recently attended the annual REITWeek conference in New York City, where we conducted 39 management meetings, toured ...