IEEE

Exploratory Data Analysis Approach to Predict Revenue Based on Financial Statement Data Using Linear Regression and K Nearest Neighbor Models

Abstract: This study investigates the problem of predicting company revenue by examining financial accounting data such as Debt to Equity, Earnings per Share, and Net Margin Profit. This research is ...
IEEE

Which Data Harms My Regression Model: Enhancing Model Performance on Low-Quality Data through Fast Data Attribution

Abstract: With the rapid advancement of model architectures, the accuracy of industrial predictive modeling now largely hinges on data quality. However, real-world industrial datasets frequently ...
Ars Technica

Microsoft keeps insisting that it’s deeply committed to the quality of Windows 11

If you were eating in a restaurant and the head chef came out from the back multiple times to loudly proclaim that the kitchen was deeply committed to the quality of the food, would you find that ...
blockchain

Qwen 3.5-Flash Breakthrough: Linear Attention and Sparse MoE Deliver Near-Frontier Performance Without Data Center Costs

According to God of Prompt on X, Qwen took a contrarian path by optimizing its Qwen 3.5-Flash model with linear attention and a sparse Mixture-of-Experts architecture to achieve near-frontier ...