Machine learning based outlier detection for medical data (original) (raw)

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

Juliano Gaspar

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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

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A hybrid filter based outlier detection machine learning models on medical databases

SRIKANTH VEMURU

2020

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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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A Healthcare Quality Assessment Model Based on Outlier Detection Algorithm

Abeer Aljohani

Processes

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Identification of Outliers in Medical Diagnostic System Using Data Mining Techniques

Deneshkumar V

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Advanced Filter Based Machine Learning Models on Clinical Databases for Outlier Detection

SRIKANTH VEMURU

Revista Gestão Inovação e Tecnologias, 2021

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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 OUTLIER DETECTION METHODS IN BIOMEDICAL DATA

Dimas Jose Smith

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Outlier Detection for Different Applications: Review

Deepika Pahuja

2013

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Heart Disease Prediction System Using Neighboring Distance Based Outlier Detection Approach

IJIRT Journal

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Outlier Detection in Dataset using Hybrid Approach

Vinita Shah

International Journal of Computer Applications, 2015

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An Alternative Artificial Intelligence Technique for Detecting Outliers

Rehab Shehata, rehab shehata

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Comparison of methods for detecting outliers

Dr. K Manoj

IJSER Publication, 2013

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A Survey on Different Unsupervised Techniques to Detect Outliers

Archana Vaidya

2015

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Survey on Outlier Detection in Data Mining

Shruti Aggarwal

International Journal of Computer Applications, 2013

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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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A Survey for Different Approaches of Outlier Detection in Data Mining

krishna patel

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A Comparative Study of Cluster Based Outlier Detection, Distance Based Outlier Detection and Density Based Outlier Detection Techniques

Harshada C Mandhare

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Outlier detection for patient monitoring and alerting

Gilles Clermont

Journal of Biomedical Informatics, 2013

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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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A Comparative Study on Outlier Detection Techniques

Zaid Pasha

International Journal of Computer Applications, 2013

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IJERT-Outlier Detection Methods---An Analysis

IJERT Journal

International Journal of Engineering Research and Technology (IJERT), 2013

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An Analysis of Outlier Detection through clustering method

Ijaems Journal

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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 and Treatment of Outliers in Data Sets

ivan subhi latif

IRAQI JOURNAL OF STATISTICAL SCIENCES, 2006

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Auto-MeDiSine: an auto-tunable medical decision support engine using an automated class outlier detection method and AutoMLP

Muhammad Farhan Amjad

Neural Computing and Applications, 2019

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A Novel Approach for Univariate Outlier Detection

Khaleelur Rahman

2014

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A comparative study on Nearest-Neighbor based Outlier Detection in Data Mining

Dr. K Manoj, Sakthivel Elaiyaperumal

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An Outlier Detection Based on Frequent Pattern

chhanda ray

2013

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A Survey on Outlier Detection Methods

rajani kadam

2015

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Effective And Efficient Approach for Detecting Outliers

International Journal IJRITCC

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An Analysis on the Performance of a Classification based Outlier Detection System using Feature Selection

Gladston Raj

International Journal of Computer Applications, 2015

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Outlier Detection using Cluster-Based Approach

Anil Bhangare

International Journal of Advance Research and Innovative Ideas in Education, 2017

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AN EVALUATION OF CLUSTER BASED OUTLIER DETECTION STRATEGY BY FEATURE SELECTION TECHNIQUE IN DIABETES DATA SET

Anitha S

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