Kernel-based fuzzy c-means clustering algorithm based on genetic algorithm
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واژه خوشه بندی که به گروهی از اشیای هم جنس یا گروهی از اشیای مشابه اشاره دارد اکنون در تنوعی از رشته های علمی معمول است . این واژه در نظم و ترتیب مختلف معنای فنی متفاوتی دارد اما آنچه که مورد نظرماست آنالیزوتحلیل خوشه بندی یا خوشه کردن داده ها است که شاخه ای در آنالیز داده ها بوده و اشاره به دسته ای از الگوریتم های طبقه بندی بدون سرپرستی دارد . ازخوشه بندی درحوزه داده کاوی برای تحلیل ، گروه بندی یا طبقه بندی داده ها درخوشه هایی که اعضای آن ها خواص کمابیش یکسانی دارند ، استفاده می شود . خوشه بندی کاربردهای متعددی از تشخیص الگو ، روان شناﺴﻰ ، اقتصاد تا طبقه بندی ژنی ، پردازش تصویر و ... دارد .
تقریباً همه الگوریتم های خوشه بندی به طورواضح و مطلق به تعریف کم و بیش خاص اندازه گیری نزدیکی مربوطند . حتی بعضی الگوریتم ها مستقیماً روی ماتریس نزدیکی کار می کنند . همین که یک مقیاس نزدیکی تعیین می شود ، خوشه بندی می تواند به عنوان یک مسئله بهینه سازی با یک تابع معیار خاص استنباط گردد .
در این صفحه، تعداد 217 مقاله انگلیسی از ژورنال ها و مجلات معتبر پایگاه ساینس دایرکت (ScienceDirect) درباره موضوع الگوریتم خوشه بندی آرشیو شده است که شما می توانید مقالات مورد نظر خود را بر اساس سال انتشار، موضوع مقاله، وضعیت ترجمه و تعداد صفحات، انتخاب نموده و دانلود فرمایید.
در صورتی که مقاله لاتین مورد نظر شما تا کنون به زبان فارسی ترجمه نشده باشد، واحد ترجمه پایگاه ISI Articles با همکاری تنی چند از اساتید و مترجمان با سابقه، آمادگی دارد آن را در اسرع وقت و با کیفیت مطلوب برای شما ترجمه نماید.
در صورتی که مقاله لاتین مورد نظر شما تا کنون به زبان فارسی ترجمه نشده باشد، واحد ترجمه پایگاه ISI Articles با همکاری تنی چند از اساتید و مترجمان با سابقه، آمادگی دارد آن را در اسرع وقت و با کیفیت مطلوب برای شما ترجمه نماید.
A novel approach for initializing the spherical K-means clustering algorithm
A heart disease recognition embedded system with fuzzy cluster algorithm
Fuzzy clustering based on Forest optimization algorithm
Density-based particle swarm optimization algorithm for data clustering
GDPC: Gravitation-based Density Peaks Clustering algorithm
Evolutionary static and dynamic clustering algorithms based on multi-verse optimizer
Fuzzy high-order hybrid clustering algorithm for swarm intelligence sets
A new feature selection method to improve the document clustering using particle swarm optimization algorithm
Multi kernel and dynamic fractional lion optimization algorithm for data clustering
Cluster-based niching differential evolution algorithm for optimizing the stable structures of metallic clusters
Fast synchronization clustering algorithms based on spatial index structures
A hybrid algorithm with cluster analysis in modelling high dimensional data
A density-based clustering algorithm for earthquake zoning
An improved optimum-path forest clustering algorithm for remote sensing image segmentation
Density core-based clustering algorithm with dynamic scanning radius
A clustering algorithm for determining community structure in complex networks
New hybrid heuristic algorithm for the clustered traveling salesman problem
An efficient hybrid clustering method based on improved cuckoo optimization and modified particle swarm optimization algorithms
Dynamic equivalent modeling of two-staged photovoltaic power station clusters based on dynamic affinity propagation clustering algorithm
Fast approximate minimum spanning tree based clustering algorithm
Distributed Energy Efficient Clustering Algorithm to Optimal Cluster Head by Using Biogeography Based Optimization
Many-objective fuzzy centroids clustering algorithm for categorical data
Uncertainty assessment of porosity and permeability by clustering algorithm and fuzzy arithmetic
Multiple kernel approach to semi-supervised fuzzy clustering algorithm for land-cover classification
A parallel Lagrange algorithm for order acceptance and scheduling in cluster supply chains
A link clustering based memetic algorithm for overlapping community detection
A localized algorithm for clustering in cognitive radio networks
Towards interval-valued fuzzy set-based collaborative fuzzy clustering algorithms
A new quantum chaotic cuckoo search algorithm for data clustering
The Weight-Shape decomposition of density estimates: A framework for clustering and image analysis algorithms
A hybrid ensemble pruning approach based on consensus clustering and multi-objective evolutionary algorithm for sentiment classification
Dual soft assignment clustering algorithm for human action video clustering
Semi-Supervised Clustering Algorithms for Grouping Scientific Articles
Improved multi-objective weighted clustering algorithm in Wireless Sensor Network
A particle swarm optimization algorithm with random learning mechanism and Levy flight for optimization of atomic clusters
A robust algorithm based on color features for grape cluster segmentation
Local regression algorithms based on centroid clustering methods
A novel clustering algorithm based on data transformation approaches
Collaborative fuzzy clustering algorithm: Some refinements
Hybrid genetic algorithm and fuzzy clustering for bankruptcy prediction
A density based link clustering algorithm for overlapping community detection in networks
Clustering algorithms application to forming a representative sample in the training of a multilayer perceptron
Scalable algorithms for unsupervised clustering of acoustic data for speech recognition
Natural neighbor-based clustering algorithm with local representatives
Distance and density based clustering algorithm using Gaussian kernel
Slack allocation algorithm for energy minimization in cluster systems
A spectral algorithm with additive clustering for the recovery of overlapping communities in networks
Using genetic algorithm to support clustering-based portfolio optimization by investor information
A novel cluster center fast determination clustering algorithm
A novel data clustering algorithm based on modified gravitational search algorithm
Scaling-up multiobjective evolutionary clustering algorithms using stratification
A novel hybridization strategy for krill herd algorithm applied to clustering techniques
Novel density-based and hierarchical density-based clustering algorithms for uncertain data
A novel fault diagnosis scheme applying fuzzy clustering algorithms
Implementation of Genetic Algorithm Based Additive and Divisive Clustering Techniques for Unit Commitment
A simplex method-based social spider optimization algorithm for clustering analysis
Clustering algorithms for Risk-Adjusted Portfolio Construction
Clustering performance comparison of new generation meta-heuristic algorithms
Unsupervised varied density based clustering algorithm using spline
An evolutionary algorithm for clustering data streams with a variable number of clusters
Genie: A new, fast, and outlier-resistant hierarchical clustering algorithm
A fast density-based data stream clustering algorithm with cluster centers self-determined for mixed data
A dynamic niching clustering algorithm based on individual-connectedness and its application to color image segmentation
A novel kernel fuzzy clustering algorithm for Geo-Demographic Analysis
A vector reconstruction based clustering algorithm particularly for large-scale text collection
A seed expanding cluster algorithm for deriving upwelling areas on sea surface temperature images
A top-down information theoretic word clustering algorithm for phrase recognition
Storage-optimizing clustering algorithms for high-dimensional tick data
Improving surrogate-assisted variable fidelity multi-objective optimization using a clustering algorithm
Fuzzy Linear Discriminant Analysis-guided maximum entropy fuzzy clustering algorithm
A density-based spatial clustering algorithm considering both spatial proximity and attribute similarity