Academic Articles & Research Papers

Optimal Trend Labeling in Financial Time Series

Predicting asset price trends is often posed as a classification problem, where trends are classified as positive or negative. Since asset price series are noisy and volatile, it is difficult to distinguish true trends from short-term fluct...

Discursive Means and Tactics of Forming the Media Image of the President of Russia in the German Political Media Discourse

The relevance of the study is determined by the practical necessity of a systematic research of linguistic and pragmatic aspects of communicative tactics and discursive means actualization in forming the media image of V. V. Putin, the pres...

Risk Stratification of Elderly Patients Undergoing Spinal Surgery Using the Modified Frailty Index

Study Design: Retrospective cohort. Objectives: To validate the 11-item modified Frailty Index (mFI) as a perioperative risk stratification tool in elderly patients undergoing spine surgery. Methods: All consecutive cases of spine surgery i...

Guidelines for information about therapy experiments: a proposal on best practice for recording experimental data on cancer therapy

Abstract Background Biology, biomedicine and healthcare have become data-driven enterprises, where scientists and clinicians need to generate, access, validate, interpret and integrate different kinds of experimental and patient-related dat...

Anti-correlation time-frequency synergy and dual-granularity fusion for sleep stage classification.

Large language model-based paper classification framework with key-insight extraction and confidence-weighted voting.

BanglaHateCorpus: A large-scale bangla benchmark for hate speech classification and a transformer-based deep learning method.

Integrated clinical and laboratory assessment for severity classification in pediatric pertussis.

Beyond classification: how preschool children select attributes and construct variables in data modeling.

Associations between gestational weight gain and pregnancy outcomes using WHO, Asian, and Indonesian BMI classifications: a prospective longitudinal study in Parepare, Indonesia.

Exploring cerebral visual impairment: functional vision classification and caregiver concerns.

Combining MAVEs and computational predictors improves variant classification across ancestries in hereditary cancer genes.

Vitamin B12 Deficiency in Sickle Cell Disease: Method-Driven Estimates and Systematic Diagnostic Misclassification.

Climate classification, sociodemographic development, and the burden of inflammatory bowel disease in tropical countries.

Comparative Alignment of CFTR2 and CFTR-France Classifications with a Turkish Cystic Fibrosis Referral Cohort.

Classification of Surface Deformation Using DTW-Transformer Model in Lower Jinsha River Basin.

The development of an adaptive heat stress compensability classification applied to the United States.

HS-GC/MS-Based Targeted Blood VOC Panel for Canine Cancer Screening Using an Integrated Classification Framework in Retrospective Korea and Thailand Cohorts.

Functional Classification of Tropical Cattle Feeding Systems Reveals Consistent Associations with Dairy Lipid Quality, Enteric Methane Emissions, and Preclinical Metabolic Outcomes: A Multi-Study Narrative Synthesis.

A methodological framework for real-world performance studies of clinical variant classification platforms at early organizational stages.