0% Complete
صفحه اصلی
/
سی امین کنفرانس بین المللی مهندسی برق
Clustering of Fuzzy Data Based on Particle Swarm Optimization
نویسندگان :
Najme Ghanbari
1
Seyed-hamid Zahiri
2
Hadi Shahraki
3
1- دانشگاه بیرجند
2- دانشگاه بیرجند
3- دانشگاه سیستان و بلوچستان
کلمات کلیدی :
Clustering،Particle swarm clustering method،Uncertain data،fuzzy data،Similarity value
چکیده :
In this paper, a particle swarm clustering method is suggested for clustering triangular fuzzy data. This clustering method can find fuzzy cluster centers in the proposed method, where fuzzy cluster centers contain more points from the corresponding cluster, the higher clustering accuracy. To compare triangular fuzzy numbers, a similarity criterion based on the intersection area of the fuzzy numbers is used. The performance of the suggested clustering method has been experimented on both fuzzy benchmark and artificial datasets. The experiential results represent that the suggested clustering method can cluster triangular fuzzy datasets well. Experimental results demonstrate that, in almost all datasets, the proposed clustering method provides better results in accuracy when compared to Uncertain K-Means and Uncertain K-medoids algorithms.
لیست مقالات
لیست مقالات بایگانی شده
(Room Temperature Chemiresistor H2S Gas Sensor based on ZnS/PbS Core-Shell Quantum Dots(CSQDs
Mojtaba Azimi - Ali Rostami
A Time-Distributed Convolutional Long Short-Term Memory for Hand Gesture Recognition
Mehdi Fatan Serj - Mersad Asgari - Bahram Lavi - Domenec Puig Valls - Miguel Angel Garcia
Low-cost Broadband Reflectarray Antenna Using Cross Bow-Tie elements
Mahdieh Bozorgi - Mahmood Rafaei-Booket
Sensitive RSNs to Schizophrenia; A graph parameter approach
Shirin Karimian - Farzaneh Keyvanfard - Abbas Nasiraei Moghaddam
Robot-Assisted Rehabilitation with Optimal Impedance: Using an $\mathcal{EKF}$-Based $\mathcal{L}asso-\mathcal{MPC}$
Hossein Ahmadian - Iman Sharifi - Heidar Ali Talebi
کنترل بازوی ربات دو درجه آزادی با کنترلکننده مود لغزشی مرتبه کسری فازی-تطبیقی پایانهای
مائده نفیسی فر - متین جزءاسلامی - ابوالفضل جلیلوند - سمیرا نریمان پور - فرهاد بیات
Error Correction Enhancement in SCL Decoding of Polar Codes Using LSTM Network
Fatemeh Alia - Bahareh Akhbari - Mahmoud Ahmadian Attari
Design and Analysis of Concentrated Field TFPM Generator for Direct-Drive Wind Turbines
Maryam Salehi - Ahmad Darabi - Aghil Ghaheri - Mohammad Hoseintabar Marzebali
Low-cost dielectrophoresis-based microfluidic chip for label-free particle separation with 3D electrodes
Fatemeh Esmaeili - Zeynab Alipour - Mehdi Fardmanesh
Brain Effective Connectivity Comparision in Different States of Familiarity and Desiring Brands Confrontation: a Neuromarketing Study
Mahdi Taghaddossi - Mohammad Hasan Moradi
بیشتر
ثمین همایش، سامانه مدیریت کنفرانس ها و جشنواره ها - نگارش 43.6.0
