Handling data irregularities in classification: Foundations, trends, and future challenges

S Das, S Datta, BB Chaudhuri - Pattern Recognition, 2018 - Elsevier
Most of the traditional pattern classifiers assume their input data to be well-behaved in terms
of similar underlying class distributions, balanced size of classes, the presence of a full set of …

An efficient approach for imputation and classification of medical data values using class-based clustering of medical records

UR Yelipe, S Porika, M Golla - Computers & Electrical Engineering, 2018 - Elsevier
Medical data is usually not free from missing values and this is also true when data is
collected and sampled through various clinical trials. Existing Imputation techniques do not …

Ancestry painting with local ancestry inference

C Do, E Durand, JM Macpherson… - US Patent …, 2019 - Google Patents
Presenting ancestral origin information, comprising: receiv ing a request to display ancestry
data of an individual; obtaining ancestry composition information of the indi vidual, the …

Phasing of unphased genotype data

C Do, E Durand, JM Macpherson - US Patent 9,836,576, 2017 - Google Patents
Phasing unphased genotype data of an individual includes: obtaining the unphased
genotype data of the individual; processing the unphased genotype data to determine …

Scalable pipeline for local ancestry inference

C Do, EYJM Durand, JM Macpherson - US Patent 10,658,071, 2020 - Google Patents
2 ()() 8/()()() 4848 A 1 1/2008 Avey 7,567.894 B2 7/2009 Durand et al. 0000S0000S000
GGSS 4/2008 Myres et al. 7,729,863 B2 6/2010 Ostrander et al. 2 ()() 8/() 13| 887 A 1 6/2008 …

Ancestry painting with local ancestry inference

C Do, E Durand, JM Macpherson - US Patent 10,572,831, 2020 - Google Patents
Presenting ancestral origin information, comprising: receiv ing a request to display ancestry
data of an individual; obtaining ancestry composition information of the indi vidual, the …

Ancestry painting with local ancestry inference

C Do, E Durand, JM Macpherson - US Patent 10,699,803, 2020 - Google Patents
Presenting ancestral origin information, comprising: receiv ing a request to display ancestry
data of an individual; obtaining ancestry composition information of the indi vidual, the …

Ancestry painting with local ancestry inference

C Do, E Durand, JM Macpherson - US Patent 10,755,805, 2020 - Google Patents
Presenting ancestral origin information, comprising: receiv ing a request to display ancestry
data of an individual; obtaining ancestry composition information of the indi vidual, the …

Error correction in ancestry classification

C Do, E Durand, JM Macpherson - US Patent 9,977,708, 2018 - Google Patents
Error correction in ancestry classification includes obtain ing, from a classifier, initial ancestry
classifications associ ated with portions of two phased haplotypes of a chromo some pair of …

[PDF][PDF] A class based clustering approach for imputation and mining of medical records (CBC-IM)

P Sammulal, Y Usha Rani, A Yepuri - IADIS International Journal on …, 2017 - iadisportal.org
Disease prediction and classification using medical record datasets is a challenging data
mining research problem that also requires attribute value imputation to be carried implicitly …