IEEE

Efficient kNN Classification With Different Numbers of Nearest Neighbors

Abstract: k nearest neighbor (kNN) method is a popular classification method in data mining and statistics because of its simple implementation and significant classification performance. However, it ...

Deep learning reveals nanoparticle shape from routine tracking analysis without new hardware

Researchers at the University of Tokyo and the Innovation Center of NanoMedicine (iCONM) have developed an artificial ...
ahajournals.org

Classification of Walking Handicap in the Stroke Population

Background and Purpose The limited walking ability that follows a stroke restricts the patient’s independent mobility about the home and community, a significant social handicap. To improve the ...
Scientific Research Publishing

Hand, D.J. and Henley, W.E. (1997) Statistical Classification Methods in Consumer Credit Scoring: A Review. Journal of the Royal Statistical Society Series A: Statistics in ...

ABSTRACT: Credit risk assessment is a fundamental component of banking operations, directly influencing lending decisions, capital allocation, pricing strategies, and regulatory compliance.
ons.gov.uk

2021 Rural Urban Classification

Relative access to major towns and cities (populations of over 75,000 people) The classification is available for Output Area (OA), Lower Layer Super Output Area (LSOA), Middle Layer Super Output Area ...
IEEE

A Novel Classification Method of Halftone Image via Statistics Matrices

Abstract: Existing classification methods tend not to work well on various error diffusion patterns. Thus a novel classification method for halftone image via ...
BMJ

Preliminary classification criteria for the cryoglobulinaemic vasculitis

10 Department of Clinical Medicine, University of Bologna, S Orsola-Malpighi Hospital, Bologna, Italy 11 Section of Internal Medicine and Clinical Oncology, Department of Biomedical Sciences and Human ...
The Earth Institute Columbia University

Samory Kpotufe

I work in statistical machine learning theory which aims to understand performance limits in various problems of modern interest, and pinpoint beneficial aspects of data that ML procedures might ...
jech.bmj

Charcoal burning suicides in Hong Kong and urban Taiwan: an illustration of the impact of a novel suicide method on overall regional rates

Objectives: Following the first case in Hong Kong in 1998, the method of committing suicide by charcoal burning has spread to other communities. This aim of this study was to examine the impact of ...
Statistics Canada

Classification of Instructional Programs (CIP) Canada 2016

CIP Canada 2016 is an update of CIP Canada 2011. There have been no changes to the CIP classes or structure for this update. The CIP Canada 2016 structure, classes and titles are the same as the CIP ...
Scientific Research Publishing

Hand, D.J. and Henley, W.E. (2001) Statistical Classification Methods in Consumer Credit Scoring: A Review. Journal of the Royal Statistical Society Series A: Statistics in ...

ABSTRACT: This paper presents a comprehensive machine learning approach for credit score classification, addressing key challenges in financial risk assessment. We propose an optimized CatBoost-based ...