Comparison of distance metrics for hierarchical data in medical databases

QR Code

Comparison of distance metrics for hierarchical data in medical databases

Distance metrics are broadly used in different research areas and applications, such as bio-informatics, data mining and many other fields. However, there are some metrics, like pg-gram and Edit Distance used specifically for data with a hierarchical structure. Other metrics used for non-hierarchica...

Full description

Bibliographic Details
Main Authors:	Hassan, Diman, Aickelin, Uwe, Wagner, Christian
Format:	Conference or Workshop Item
Published:	2014
Subjects:	Biomedical Informatics Data Mining Machine Learning
Online Access:	https://eprints.nottingham.ac.uk/3349/

Similar Items

Comparison of distance metrics for hierarchical data in medical databases
by: Hassan, Diman, et al.
Published: (2014)

Comparison of algorithms that detect drug side effects using electronic healthcare databases
by: Reps, Jenna M., et al.
Published: (2013)

Feature selection in detection of adverse drug reactions from the Health Improvement Network (THIN) database
by: Liu, Yihui, et al.
Published: (2015)

Feature selection in detection of adverse drug reactions from the Health Improvement Network (THIN) database
by: Liu, Yihui, et al.
Published: (2014)

Attributes for causal inference in electronic healthcare databases
by: Reps, Jenna, et al.
Published: (2013)

A novel semi-supervised algorithm for rare prescription side effect discovery
by: Reps, Jenna M., et al.
Published: (2014)

Signalling paediatric side effects using an ensemble of simple study designs
by: Reps, Jenna M., et al.
Published: (2014)

Ensemble learning of colorectal cancer survival rates
by: Roadknight, Chris, et al.
Published: (2013)

Comparing stochastic differential equations and agent-based modelling and simulation for early-stage cancer
by: Figueredo, Grazziela P., et al.
Published: (2014)

An Ontology for Protein Data Models
by: Sidhu, Amandeep, et al.
Published: (2005)

Ontology-based Knowledge Representation for Protein Data
by: Chang, Elizabeth, et al.
Published: (2005)

Tuning a multiple classifier system for side effect discovery using genetic algorithms
by: Reps, Jenna M., et al.
Published: (2014)

Protein ontology: Vocabulary for protein data
by: Chang, Elizabeth, et al.
Published: (2005)

Protein Ontology: Semantic Data Integration in Proteomics
by: Sidhu, Amandeep, et al.
Published: (2005)

A tree-based measure for hierarchical data in mixed databases
by: Hassan, Diman
Published: (2016)

The use of agent-based simulation to discover extreme cases in immune-interactions with early-stage cancer scenarios
by: Figueredo, Grazziela P., et al.
Published: (2013)

BioHEL: Bioinformatics-oriented Hierarchical Evolutionary Learning
by: Bacardit, Jaume, et al.
Published: (2006)

Creating a protein ontology resource
by: Chang, Elizabeth, et al.
Published: (2005)

Case Slicing Technique for Feature Selection
by: A. Shiba, Omar A.
Published: (2004)

Automated feature extraction on brain MRI images for predicting multiple sclerosis patient disability
by: M. Muslim, Ali
Published: (2022)

Principled design of evolutionary learning sytems for large scale data mining
by: Franco Gaviria, María Auxiliadora
Published: (2013)

Theoretical formulation and analysis of the deterministic dendritic cell algorithm
by: Gu, Feng, et al.
Published: (2013)

Protein Ontology Project: 2006 updates
by: Sidhu, Amandeep, et al.
Published: (2006)

An exploration of improvements to semi-supervised fuzzy c-means clustering for real-world biomedical data
by: Lai, Daphne Teck Ching
Published: (2014)

A pool-based pattern generation algorithm for logical analysis of data with automatic fine-tuning
by: Caserta, M., et al.
Published: (2015)

Intelligent imputation method for mix data-type missing values to improve data quality
by: Alabadla, Mustafa R. A.
Published: (2024)

Protein Ontology Project: 2007
by: Sidhu, Amandeep, et al.
Published: (2007)

Machine-learning approach using thermal and synthetic aperture radar data for classification of oil palm trees with basal stem rot disease
by: Che Hashim, Izrahayu
Published: (2021)

Salivary based SERS analysia in recognition of NS1 for PCA-SVM classification of dengue fever / Afaf Rozan Mohd Radzol
by: Mohd Radzol, Afaf Rozan
Published: (2018)

A legal study on telemedicine in Malaysia / Natasha Melissa Boyou...[et al.]
by: Boyou, Natasha Melissa, et al.
Published: (2008)

What you need to know before implementing a clinical research data warehouse: Comparative review of integrated data repositories in health care institutions
by: Gagalova, Kristina, et al.
Published: (2020)

Data mining and medical research studies
by: Khajehei, Marjan, et al.
Published: (2010)

Improving named entity recognition accuracy of gene and protein in biomedical text
by: Tohidi, Hossein
Published: (2011)

Data classification using the Dempster-Shafer method
by: Chen, Qi, et al.
Published: (2014)

Classification and interpretation in quantitative structure-activity relationships
by: Bruce, Craig L.
Published: (2010)

A software interface for supporting the application of data science to optimisation
by: Parkes, Andrew J., et al.
Published: (2015)

A modern approach to total wellbeing
by: Hadzic, Maja, et al.
Published: (2008)

The protein ontology project: Structured vocabularies for proteins
by: Chang, Elizabeth, et al.
Published: (2005)

Novel methods to elucidate core classes in multi-dimensional biomedical data
by: Soria, Daniele
Published: (2010)

Emotion and polarity prediction from Twitter
by: Hamad, Rebeen Ali, et al.
Published: (2017)