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DLCS: A deep learning-based Clustering solution without any clustering algorithm, Utopia?

by Ros, Frédéric, Riad, Rabia
Published in Knowledge-based systems (19.07.2024)

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Journal Article

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A hybrid optimization and machine learning based energy-efficient clustering algorithm with self-diagnosis data fault detection and prediction for WSN-IoT application

by Nathiya, N., Rajan, C., Geetha, K.
Published in Peer-to-peer networking and applications (01.04.2025)

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Brain tumor segmentation approach based on the extreme learning machine and significantly fast and robust fuzzy C-means clustering algorithms running on Raspberry Pi hardware

by ŞİŞİK, Fatih, SERT, Eser
Published in Medical hypotheses (01.03.2020)

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A self-adjusting ant colony clustering algorithm for ECG arrhythmia classification based on a correction mechanism

by Li, Ning, Liu, Linyue, Yang, Zhengqiang, Qin, Shuguang
Published in Computer methods and programs in biomedicine (01.06.2023)

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An energy‐efficient clustering algorithm with self‐diagnosis data fault detection and prediction for wireless sensor networks

by Loganathan, Sathyapriya, Arumugam, Jawahar, Chinnababu, Vinothkumar
Published in Concurrency and computation (10.09.2021)

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Towards Clustering Human Behavioral Patterns based on Digital Phenotyping

by Filho, Jose Daniel P. Ribeiro, Teles, Ariel S., Silva, Francisco J.S., Coutinho, Luciano R.
Published in Proceedings / IEEE International Symposium on Computer-Based Medical Systems (01.06.2021)

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Conference Proceeding

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A Self-Training Subspace Clustering Algorithm under Low-Rank Representation for Cancer Classification on Gene Expression Data

by Xia, Chun-Qiu, Han, Ke, Qi, Yong, Zhang, Yang, Yu, Dong-Jun
Published in IEEE/ACM transactions on computational biology and bioinformatics (01.07.2018)

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Identification of hypertension gene expression biomarkers based on the DeepGCFS algorithm

by Li, Zongjin, Tian, Liqin, Bai, Libing, Jia, Zeyu, Wu, Xiaoming, Song, Changxin
Published in PloS one (24.01.2025)

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Journal Article

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Deep multi-kernel auto-encoder network for clustering brain functional connectivity data

by Lu, Hu, Liu, Saixiong, Wei, Hui, Chen, Chao, Geng, Xia
Published in Neural networks (01.03.2021)

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Based on Clustering Algorithm Expert System of Self-learning Rule Base

by Guoliang, Cai, Guicheng, Wang, Changliang, Guan, Fengfeng, Yin, Jiale, Zhu
Published in Chinese Control and Decision Conference (15.08.2022)

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Conference Proceeding

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Consensus Clustering-Based Undersampling Approach to Imbalanced Learning

by Onan, Aytuğ
Published in Scientific programming (01.01.2019)

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Journal Article

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Unsupervised Continual Learning in Streaming Environments

by Ashfahani, Andri, Pratama, Mahardhika
Published in IEEE transaction on neural networks and learning systems (01.12.2023)

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Journal Article

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Fusion Fault Diagnosis Model for Six-Rotor UAVs Based on Conformal Fourier Transform and Improved Self-Organizing Feature Map

by Fu, Jiangmeng, Che, Gaofeng
Published in IEEE access (2021)

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Journal Article

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Generalized Kohonen’s competitive learning algorithms for ophthalmological MR image segmentation

by Lin, Karen Chia-Ren, Yang, Miin-Shen, Liu, Hsiu-Chih, Lirng, Jiing-Feng, Wang, Pei-Ning
Published in Magnetic resonance imaging (01.10.2003)

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An ensemble algorithm integrating consensus-clustering with feature weighting based ranking and probabilistic fuzzy logic-multilayer perceptron classifier for diagnosis and staging of breast cancer using heterogeneous datasets

by Chatterjee, Subhashis, Das, Ananya
Published in Applied intelligence (Dordrecht, Netherlands) (01.06.2023)

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Journal Article

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A novel kernel method for clustering

by Camastra, F., Verri, A.
Published in IEEE transactions on pattern analysis and machine intelligence (01.05.2005)

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Journal Article

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Artificial intelligence for understanding concussion: Retrospective cluster analysis on the balance and vestibular diagnostic data of concussion patients

by Visscher, Rosa M. S., Feddermann-Demont, Nina, Romano, Fausto, Straumann, Dominik, Bertolini, Giovanni
Published in PloS one (02.04.2019)

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Journal Article

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GSAtt-CMNetV3: Pepper Leaf Disease Classification Using Osprey Optimization

by Begum, Shaik Salma Asiya, Syed, Hussain
Published in IEEE access (2024)

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Journal Article

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Integrating Data Mining, Deep Learning, and Gene Ontology Analysis for Gene Expression-Based Disease Diagnosis Systems

by Babichev, Sergii, Liakh, Igor, Skvor, Jiri
Published in IEEE access (2025)

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Journal Article

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Learning vector quantization with training data selection

by Pedreira, C.E.
Published in IEEE transactions on pattern analysis and machine intelligence (01.01.2006)

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Journal Article

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