OpenAlex topic

Advanced Clustering Algorithms Research

This page lists works and academicians tagged with an OpenAlex topic. It is not a YÖKSİS primary or secondary field.

OpenAlex 505 works 32 author topics

Works

505 works

ST DBSCAN An algorithm for clustering spatial temporal data 2007
YÖKSİS SJR Q1 JCR Q2 OpenAlex top 10% OpenAlex 98.4%
No abstract yet.
- DERYA BİRANT
A novel clustering approach Artificial Bee Colony ABC algorithm 2011
YÖKSİS SJR Q1 JCR Q1 OpenAlex top 1% OpenAlex 99.9%
No abstract yet.
- CELAL ÖZTÜRK
A Hybrid Method for Imputation of Missing Values Using Optimized Fuzzy C Means with Support Vector Regression and a Genetic Algorithm 2013
YÖKSİS SJR Q1 JCR Q1 OpenAlex top 1% OpenAlex 99.8%
No abstract yet.
- İBRAHİM BERKAN AYDİLEK
An Approach for Determining the Number of Clusters in a Model-Based Cluster Analysis 2017
YÖKSİS SJR Q2 JCR Q2 OpenAlex top 10% OpenAlex 96.8%
To determine the number of clusters in the clustering analysis that has a broad range of applied sciences, such as physics, chemistry, biology, engineering, economics etc., many methods have been proposed in the literature. The aim of this paper is to determine the number of clusters of a dataset in a model-based clus…
- MURAT ERİŞOĞLU
A new algorithm for initial cluster centers in k means algorithm 2011
YÖKSİS SJR Q2 JCR Q3 OpenAlex top 10% OpenAlex 98.6%
No abstract yet.
- MURAT ERİŞOĞLU
Dynamic clustering with improved binary artificial bee colony algorithm 2015
YÖKSİS SJR Q1 JCR Q1 OpenAlex top 1% OpenAlex 99.4%
No abstract yet.
- CELAL ÖZTÜRK
Localized Data Fusion for Kernel k-Means Clustering with Application to Cancer Biology 2014
OpenAlex top 10% OpenAlex 97.2%
In many modern applications from, for example, bioinformatics and computer vision, samples have multiple feature representations coming from different data sources. Multiview learning algorithms try to exploit all these available information to obtain a better learner in such scenarios. In this paper, we propose a nov…
Estimating the number of clusters in a dataset via consensus clustering 2019
YÖKSİS SJR Q1 JCR Q1 OpenAlex top 10% OpenAlex 98.9%
No abstract yet.
- RAMAZAN ÜNLÜ
Comparative evaluation of community detection algorithms: a topological approach 2012
YÖKSİS SJR Q3 JCR Q1 OpenAlex top 10% OpenAlex 95.6%
Community detection is one of the most active fields in complex network analysis, due to its potential value in practical applications. Many works inspired by different paradigms are devoted to the development of algorithmic solutions allowing the network structure in such cohesive subgroups to be revealed. Comparativ…
- GÜNCE KEZİBAN ORMAN
Hybrid supervised clustering based ensemble scheme for text classification 2017
YÖKSİS SJR Q2 JCR Q3 OpenAlex 87.7%
Purpose The immense quantity of available unstructured text documents serve as one of the largest source of information. Text classification can be an essential task for many purposes in information retrieval, such as document organization, text filtering and sentiment analysis. Ensemble learning has been extensively…
- AYTUĞ ONAN
New fuzzy C-means clustering method based on feature-weight and cluster-weight learning 2019
OpenAlex top 10% OpenAlex 96.7%
No abstract yet.
Fuzzy clustering with artificial bee colony algorithm 2010
OpenAlex top 10% OpenAlex 98.8%
In this work, performance of the Artificial Bee Colony Algorithm which is a recently proposed algorithm, has been tested on fuzzy clustering. We applied the Artificial Bee Colony (ABC) Algorithm fuzzy clustering to classify different data sets; Cancer, Diabetes and Heart from UCI database, a collection of classificati…

Academicians

32 academicians