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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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Journal Article

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Power System Fault Classification and Prediction Based on a Three-Layer Data Mining Structure

by Wang, Yunliang, Wang, Xiaodong, Wu, Yanjuan, Guo, Yannan
Published in IEEE access (2020)

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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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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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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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Journal Article

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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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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-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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A smartly designed automated map based clustering algorithm for the enhanced diagnosis of pathologies in brain MR images

by Senthilvel, Vigneshwaran, Govindaraj, Vishnuvarthanan, Zhang, Yu‐Dong, Murugan, Pallikonda Rajasekaran, Thiyagarajan, Arun Prasath
Published in Expert systems (01.03.2021)

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Feature Trend Extraction and Adaptive Density Peaks Search for Intelligent Fault Diagnosis of Machines

by Wang, Yanxue, Wei, Zexian, Yang, Jianwei
Published in IEEE transactions on industrial informatics (01.01.2019)

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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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A novel density peaks clustering with sensitivity of local density and density-adaptive metric

by Du, Mingjing, Ding, Shifei, Xue, Yu, Shi, Zhongzhi
Published in Knowledge and information systems (01.05.2019)

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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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Automatic Clustering for Unsupervised Risk Diagnosis of Vehicle Driving for Smart Road

by Shi, Xiupeng, Wong, Yiik Diew, Chai, Chen, Li, Michael Zhi-Feng, Chen, Tianyi, Zeng, Zeng
Published in IEEE transactions on intelligent transportation systems (01.10.2022)

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Energy-Efficient Hardware Architecture of Self-Organizing Map for ECG Clustering in 65-nm CMOS

by Kim, Jaeyoung, Mazumder, Pinaki
Published in IEEE transactions on circuits and systems. II, Express briefs (01.09.2017)

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Research on Power Communication Defect Diagnosis Technology based on Unsupervised Learning

by Wang, Muwei, Liu, Yan, Dong, Jiaojiao
Published in 2022 IEEE 4th International Conference on Power, Intelligent Computing and Systems (ICPICS) (29.07.2022)

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Conference Proceeding

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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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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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A Self-Building and Cluster-Based Cognitive Fault Diagnosis System for Sensor Networks

by Alippi, Cesare, Roveri, Manuel, Trovo, Francesco
Published in IEEE transaction on neural networks and learning systems (01.06.2014)

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