Abstract: Video anomaly detection (VAD) is of great importance for a variety of real-time applications in video surveillance. Most deep learning-based anomaly detection algorithms adopt a one-class ...

Mortgage applications rose 4.8% for the week ending December 5, 2025, with a notable increase in refinance activity. The refinance index surged 14% from the previous week, while the FHA rate hit its ...

US mortgage applications to buy a home surged last week to the highest level since early 2023, despite still-elevated borrowing costs. The Mortgage Bankers Association’s index of home-purchase ...

Talent professionals and job seekers alike are grappling with the enormous rise in job applications submitted every day, according to experts. The number of applications submitted on LinkedIn has ...

Falling mortgage rates have sparked a refinancing boom, with refinance activity now 80% higher than four weeks ago. Purchase applications remain strong despite seasonal trends, running 18% ahead of ...

├── data_pre/ # Data preprocessing modules │ ├── data_pre.py # Data preprocessing script │ └── dataset.py # Dataset class definition ├── dataset/ # Data directory │ ├── SRU_data.npy # Process data in ...

Students continue to pursue postsecondary education—particularly Latino and Black students—and a growing share of those applicants are choosing to submit SAT and ACT scores even when institutions are ...

Mortgage applications jumped 10.9% last week as mortgage rates retreated, driving the strongest refinance activity in nearly four months, according to the Mortgage Bankers Association’s (MBA) Weekly ...

Forbes contributors publish independent expert analyses and insights. Caroline Castrillon covers career, entrepreneurship and women at work. AI is transforming the job application process, with more ...

Candidates are frustrated. Employers are overwhelmed. The problem? An untenable pile of applications — many of them generated with the help of A.I. tools. By Sarah Kessler Katie Tanner, a human ...

Abstract: In recent years, data-driven soft sensors, especially deep learning soft sensors show great potential for application in the process industry. As a typical deep network, stacked autoencoder ...

ABSTRACT: Current high-dimensional feature screening methods still face significant challenges in handling mixed linear and nonlinear relationships, controlling redundant information, and improving ...