COMPARISON OF OUTLIER DETECTION METHODS IN BIOMEDICAL DATA (original) (raw)

Identification of Outliers in Medical Diagnostic System Using Data Mining Techniques

Deneshkumar V

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OUTLIER MINING IN MEDICAL DATABASES BY USING STATISTICAL METHODS

Manjula Sanjay

International Journal of Engineering Science, 2012

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Comparison of methods for detecting outliers

Dr. K Manoj

IJSER Publication, 2013

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A Systematic Review of Outliers Detection Techniques in Medical Data-Preliminary Study

Juliano Gaspar

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Outlier detection in test samples and supervised training set selection

ebrahim akbari

2021

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Identifying and Characterising Anomalies in Data

Alain Verschoren

2012

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A Study on Determination of Outlier Observations by Using Chi-Square Threshold Value

Esra yavuz

2019

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Relative Study of Outlier Detection Procedures

Insha Altaf

International Journal of Engineering Sciences and Research Technology, 2016

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Detection of Anomalous Value in Data Mining

Dr. Sanjay Gaur

Kalpa Publications in Engineering

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A Performance Analysis of the Innovative Methods Employed for Outlier Detection using Data Mining Algorithms with Three Different Applications

delshi devi

2016

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Machine learning based outlier detection for medical data

SHAIK SUBHANI

Indonesian Journal of Electrical Engineering and Computer Science

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Identification of Outliers: A Simulation Study

sharifah syed

2015

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Detection and Treatment of Outliers in Data Sets

ivan subhi latif

IRAQI JOURNAL OF STATISTICAL SCIENCES, 2006

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A Comparative Study for Anomaly Detection in Data Mining

Shalin Barot

2008

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A Review and Empirical Comparison of Univariate Outlier Detection Methods

Maria Aslam

2021

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Outlier Detection for Different Applications: Review

Deepika Pahuja

2013

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Outlier Detection: Applications And Techniques

Karanjit Singh

2012

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A Modified Approach for Detection of Outliers

Dr IFTIKHAR H Adil, Ateeq Irshad

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Pak.j.stat.oper.res. Vol.XI No.1 2015 pp91-102 A Modified Approach for Detection of Outliers

Dr IFTIKHAR H Adil

2016

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Different Mining Techniques for Health Care Data Case Study of Urine Analysis Test

Alaa El-Halees

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OUTLIER MANAGEMENT IN INTELLIGENT DATA ANALYSIS

keerti k

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A Novel Approach for Univariate Outlier Detection

Khaleelur Rahman

2014

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Comparative Analysis with Implementation of Cluster Based, Distance Based and Density Based Outlier Detection Techniques Using Different Healthcare Datasets

Harshada C Mandhare

International Journal of Advanced Research in Computer Science, 2017

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Comparison of Outlier Techniques Based on Simulated Data

Godday Ebuh

Open Journal of Statistics, 2014

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A Heuristic Approach for Observing Outlying Points in Diabetes Data Set

Anitha S

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Improving Mining of Medical Data by Outliers Prediction

Vili Podgorelec, Ivan Rozman

18th IEEE Symposium on Computer-Based Medical Systems (CBMS'05), 2005

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Comparison of Different Techniques for Detection of Outliers in Case of Multivariate Data

Muhammad Zafar Iqbal

2020

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Data Mining Algorithms And Medical Sciences

Bijo John

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A-Survey-on-Data-Preprocessing-Techniques-Missing-Value-Imputation-Outlier-Detection-and-Attribute-Subset-Selection.pdf

IJCSM JOURNAL

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An experimental analysis of outliers detection on static exaustive datasets

PRAGATI PATIL

INTERNATIONAL JOURNAL OF LATEST TRENDS IN ENGINEERING AND TECHNOLOGY, 2016

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An Alternative Artificial Intelligence Technique for Detecting Outliers

Rehab Shehata, rehab shehata

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Multiple outlier detection revisited

Beata Walczak

Chemometrics and Intelligent Laboratory Systems, 1998

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Data Mining: Statistics and More?

David Hand

The American Statistician, 1998

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Review of medical diagnostics via data mining techniques

Mustafa S . Abd

Iraqi Journal of Science, 2021

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