Cargando…

Incremental Interval Type-2 Fuzzy Clustering of Data Streams using Single Pass Method

Data Streams create new challenges for fuzzy clustering algorithms, specifically Interval Type-2 Fuzzy C-Means (IT2FCM). One problem associated with IT2FCM is that it tends to be sensitive to initialization conditions and therefore, fails to return global optima. This problem has been addressed by o...

Descripción completa

Detalles Bibliográficos
Autores principales:	Qaiyum, Sana, Aziz, Izzatdin, Hasan, Mohd Hilmi, Khan, Asif Irshad, Almalawi, Abdulmohsen
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2020
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7309007/ https://www.ncbi.nlm.nih.gov/pubmed/32517018 http://dx.doi.org/10.3390/s20113210

Ejemplares similares

Managing Security of Healthcare Data for a Modern Healthcare System
por: Almalawi, Abdulmohsen, et al.
Publicado: (2023)

An Attribute Extraction for Automated Malware Attack Classification and Detection Using Soft Computing Techniques
por: Albishry, Nabeel, et al.
Publicado: (2022)

Analysis of the Exploration of Security and Privacy for Healthcare Management Using Artificial Intelligence: Saudi Hospitals
por: Almalawi, Abdulmohsen, et al.
Publicado: (2022)

Network classification for traffic management: anomaly detection, feature selection, clustering and classification
por: Tari, Zahir, et al.
Publicado: (2020)

Computational Approach for Detection of Diabetes from Ocular Scans
por: Khan, Asif Irshad, et al.
Publicado: (2022)

Incremental fuzzy C medoids clustering of time series data using dynamic time warping distance
por: Liu, Yongli, et al.
Publicado: (2018)

Deep Neuro-Fuzzy System application trends, challenges, and future perspectives: a systematic survey
por: Talpur, Noureen, et al.
Publicado: (2022)

An Interval-Valued Divergence for Interval-Valued Fuzzy Sets
por: Díaz, Susana, et al.
Publicado: (2020)

Fuzzy solution concepts for non-cooperative games: interval, fuzzy and intuitionistic fuzzy payoffs
por: Verma, TIna, et al.
Publicado: (2019)

Clustering by Fuzzy Neural Gas and Evaluation of Fuzzy Clusters
por: Geweniger, Tina, et al.
Publicado: (2013)

Interval-valued intuitionistic fuzzy sets
por: Atanassov, Krassimir T
Publicado: (2019)

Streaming chunk incremental learning for class-wise data stream classification with fast learning speed and low structural complexity
por: Junsawang, Prem, et al.
Publicado: (2019)

Designing a Streaming Algorithm for Outlier Detection in Data Mining—An Incremental Approach †
por: Yu, Kangqing, et al.
Publicado: (2020)

Intelligent Diagnosis Method for New Diseases Based on Fuzzy SVM Incremental Learning
por: Song-men, Shi
Publicado: (2022)

Uncertainty of Interval Type-2 Fuzzy Sets Based on Fuzzy Belief Entropy
por: Liu, Sicong, et al.
Publicado: (2021)

TADILOF: Time Aware Density-Based Incremental Local Outlier Detection in Data Streams
por: Huang, Jen-Wei, et al.
Publicado: (2020)

Interval Valued Intuitionistic Fuzzy Line Graphs
por: Repalle, V. N. Srinivasa Rao, et al.
Publicado: (2022)

Interval-valued bipolar fuzzy line graphs
por: Tola, Keneni Abera, et al.
Publicado: (2023)

Fuzzy-clustering and fuzzy network based interpretable fuzzy model for prediction
por: Wang, Xiaowei, et al.
Publicado: (2022)

An incremental clustering method based on the boundary profile
por: Bao, Junpeng, et al.
Publicado: (2018)

International Symposium on Fuzzy Sets Theory and Interval Mathematics
Publicado: (1988)

Recent Advances in Interval Type-2 Fuzzy Systems
por: Castillo, Oscar, et al.
Publicado: (2012)

Fuzzy preference ordering of interval numbers in decision problems
por: Pal, Tapan Kumar, et al.
Publicado: (2009)

An Interval-Valued Intuitionistic Hesitant Fuzzy Methodology and Application
por: Bharati, Shailendra Kumar
Publicado: (2021)

Aerobic Interval Training Impacts Muscle and Brain Oxygenation Responses to Incremental Exercise
por: Caen, Kevin, et al.
Publicado: (2019)

Lazy Approaches for Interval Timing Correlation of Sensor Data Streams
por: Lee, Kiseong, et al.
Publicado: (2010)

An Adaptive Fuzzy-Logic Traffic Control System in Conditions of Saturated Transport Stream
por: Yusupbekov, N. R., et al.
Publicado: (2016)

Intuitionistic fuzzy aggregation and clustering
por: Xu, Zeshui
Publicado: (2012)

On the Accuracy and Parallelism of GPGPU-Powered Incremental Clustering Algorithms
por: Chen, Chunlei, et al.
Publicado: (2017)

Dynamic Pattern Mining: An Incremental Data Clustering Approach
por: Chung, Seokkyung, et al.
Publicado: (2005)

Relationship between maximal incremental and high-intensity interval exercise performance in elite athletes
por: Chang, Shih-Chieh, et al.
Publicado: (2020)

Distraction descriptor for brainprint authentication modelling using probability-based Incremental Fuzzy-Rough Nearest Neighbour
por: Liew, Siaw-Hong, et al.
Publicado: (2023)

Biological models via interval type-2 fuzzy sets
por: Jafelice, Rosana Sueli da Motta, et al.
Publicado: (2021)

Discrete optimization with interval data: minmax regret and fuzzy approach
por: Kasperski, Adam
Publicado: (2008)

New Methods for Comparing Interval-Valued Fuzzy Cardinal Numbers
por: Pȩkala, Barbara, et al.
Publicado: (2020)

A Simple View on the Interval and Fuzzy Portfolio Selection Problems
por: Kaczmarek, Krzysztof, et al.
Publicado: (2020)

How interval and fuzzy techniques can improve teaching: processing educational data from traditional statistical techniques to an appropriate combination of probabilistic, interval, and fuzzy approaches
por: Kosheleva, Olga, et al.
Publicado: (2017)

A New Interval Type-2 Fuzzy Aggregation Approach for Combining Multiple Neural Networks in Clustering and Prediction of Time Series
por: Ramírez, Martha, et al.
Publicado: (2022)

Security Risk Assessment of Healthcare Web Application Through Adaptive Neuro-Fuzzy Inference System: A Design Perspective
por: Kaur, Jasleen, et al.
Publicado: (2020)

Enhanced Intrusion Detection with Data Stream Classification and Concept Drift Guided by the Incremental Learning Genetic Programming Combiner
por: Shyaa, Methaq A., et al.
Publicado: (2023)

Cannot write session to /tmp/vufind_sessions/sess_30ildc94342474fp4igk0ostv2