Symmetry Systems Powers Ahead with New AI-Powered Classification Features and Open Source Taxonomy

SAN MATEO, Calif., Jan. 30, 2026 /PRNewswire/ -- Symmetry Systems, the Data+AI security company, today unveiled its AI-Powered Classification taxonomy that fundamentally transforms how organizations ...
Infectious Disease Advisor

ATS/ERS Issue Interstitial Pneumonia Classification Update

The ATS/ERS 2025 statement on interstitial pneumonia classification updates the 2013 statement, with insights on secondary ...
IEEE

Universal Domain Alignment Framework for Classification and Regression Tasks

Abstract: Unsupervised Domain Adaptation (UDA), a critical technique for transferring knowledge from labeled source domains to unlabeled target domains, holds significant value in both classification ...
GitHub

Welcome to the LLMs4Subjects GermEval 2025 Shared Task Dataset Repository!

The LLMs4Subjects shared task invites the research community 🤝 to develop cutting-edge, LLM-based semantic solutions for automated subject indexing and classification 📑 of TIB—the German National ...
Frontiers

Subdomain adaptation method based on transferable semantic alignment and class correlation

1 Department of Computer Engineering, Maoming Polytechnic, Maoming, China 2 China Mobile Communications Group Guangdong Co., Ltd., Maoming Branch, Maoming, China To address these challenges, we ...
The New York Times

Why the New Cannabis Classification Matters

Moving cannabis to a category of drugs that includes some common medicines will have implications for research, businesses and patients. By Jan Hoffman President Trump on Thursday ordered cannabis to ...
SciELO

Cost-Sensitive Algorithms for Text Classification in the Legal Domain: Addressing Imbalanced Lawsuit Themes

Traditional machine learning algorithms for classification tasks operate under the assumption of balanced class distributions. However, this assumption only holds in some practical scenarios. In most ...
IEEE

Boosting Universal Domain Adaptation in Remote Sensing With Dual-Classifiers Consistency Discrimination and Cross-Domain Feature Mixup

Abstract: In the field of remote sensing (RS) image classification, domain adaptation (DA) methods have been extensively utilized to overcome the challenges posed by data discrepancies between source ...
Inside Higher Ed

Community College Leaders Ask Carnegie to Pull Its New Classification

Earlier this year, the Carnegie Classification of Institutions of Higher Education came out with a new classification, focused on colleges’ low-income student enrollments and whether their students ...
GitHub

Marginal entropy minimization with one test point (MEMO): Test Time Robustness via Adaptation and Augmentation

This project implements Marginal Entropy Minimization with One Test Point (MEMO) for domain adaptation in image classification. It is based on the paper "MEMO: Test Time Robustness via Adaptation and ...
Scientific Research Publishing

Bloom, B.S., et al. (1956) Taxonomy of Educational Objectives: The Classification of Educational Goals. Handbook I: Cognitive Domain. David McKay Company Inc.

ABSTRACT: This study investigates the effectiveness of formative assessment in senior high school English writing teaching, with a focus on its impact on students’ writing competence and their ...