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The comparison of DBSCAN and Clara algorithms on real dataset
Basic themes of document: DBSCAN algorithm; PAM algorithm; CLARA algorithm; cluster analysis...
BB - Aplikovaná statistika, operační výzkum
- 2011 •
- Jx
Rok uplatnění
Jx - Nezařazeno - Článek v odborném periodiku (Jimp, Jsc a Jost)
Automatic eeg classification using density based algorithms DBSCAN AND DENCLUE
on density-oriented algorithms DBSCAN and DENCLUE. DBSCAN and DENCLUE separate the nested, and EMG artefact). Modified DBSCAN and DENCLUE create more than two homogeneous......
Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
- 2019 •
- Jimp •
- Link
Rok uplatnění
Jimp - Článek v periodiku v databázi Web of Science
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SimFlow - a similarity-based detection of brute-force attacks
bytes by a user-defined factor, clusters extracted characteristics using DBSCAN implemented in the ELKI framework, vizualizes the clusters found by DBSCAN using......
IN - Informatika
- 2013 •
- R •
- Link
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R - Software
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Enhancing DBSCAN Clustering for Fingerprint-Based Localization With a Context Similarity Coefficient-Based Similarity Measure Metric
of applications with noise (DBSCAN) stands out for its robustness to outliers and ability of the DBSCAN algorithm is heavily influenced by the type of similarity measure metric used, with most researchers using distance-based metri...
Telecommunications
- 2024 •
- Jimp •
- Link
Rok uplatnění
Jimp - Článek v periodiku v databázi Web of Science
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Two step density-based object-inductive clustering algorithm
The article includes the results of study into the practical implementation of two-step DBSCAN and OPTICS clustering algorithms in the field of objective technology was developed founded on the two-step clustering algorithm DBSCAN a...
Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
- 2019 •
- D •
- Link
Rok uplatnění
D - Stať ve sborníku
Výsledek na webu
Hidden functional dependencies found by the technique of F-transform
In this contribution we provide an application of the technique of F-transform. We demonstrate that by using a simple density-based preprocessing, the applicability of F-transform in data analysis can be significantly improved. Despite of the fact th...
BA - Obecná matematika
- 2013 •
- D
Rok uplatnění
D - Stať ve sborníku
Implementation of the objective clustering inductive technology based on DBSCAN clustering algorithm
The paper presents the results of the research of the clustering algorithm DBSCAN practical implementation within the framework of the objective clustering inductive technology. As experimental, the data Aggregation and Compound of the Compu...
Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
- 2017 •
- D •
- Link
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D - Stať ve sborníku
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Comparative analysis of inductive density clustering algorithms MeanShift and DBSCAN
. The inductive DBSCAN algorithm was adopted to match the preliminary outcomes. Based...
Applied mathematics
- 2021 •
- D •
- Link
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D - Stať ve sborníku
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Cluster Occurrence in the DbL-SHADE Population
This paper deals with the Success-History based Adaptive Differential Evolution with Linear decrease in population size and Distance based adaptation of control parameters (DbL-SHADE). The algorithm is subject to the analysis of the population cluste...
Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
- 2018 •
- D •
- Link
Rok uplatnění
D - Stať ve sborníku
Výsledek na webu
Model of the Objective Clustering Inductive Technology of Gene Expression Profiles Based on SOTA and DBSCAN Clustering Algorithms
The paper presents the hybrid model of the objective clustering inductive technology based on complex using of the self-organizing SOTA and the density DBSCAN clustering algorithms. The inductive methods of complex systems analysis were used...
Computer and information sciences
- 2018 •
- D •
- Link
Rok uplatnění
D - Stať ve sborníku
Výsledek na webu
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