Deep unLSTM network: Features with memory information extracted from unlabeled data and their application on industrial unsupervised industrial fault detection (English)
- New search for: Yu, Jianbo
- New search for: Yan, Xuefeng
- New search for: Yu, Jianbo
- New search for: Yan, Xuefeng
In:
Applied Soft Computing Journal
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108
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2021
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ISSN:
- Article (Journal) / Electronic Resource
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Title:Deep unLSTM network: Features with memory information extracted from unlabeled data and their application on industrial unsupervised industrial fault detection
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Contributors:Yu, Jianbo ( author ) / Yan, Xuefeng ( author )
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Published in:
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Publisher:
- New search for: Elsevier B.V.
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Publication date:2021-03-29
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ISSN:
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DOI:
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Type of media:Article (Journal)
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Type of material:Electronic Resource
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Language:English
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Keywords:
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Source:
Table of contents – Volume 108
The tables of contents are generated automatically and are based on the data records of the individual contributions available in the index of the TIB portal. The display of the Tables of Contents may therefore be incomplete.
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From WASD to BLS with application to pattern classificationLiu, Mei / Li, Hongwei / Li, Yan / Jin, Long / Huang, Zhiguan et al. | 2021
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An intelligent quantitative trading system based on intuitionistic-GRU fuzzy neural networksWang, Yuan / Luo, Chao et al. | 2021
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Adaptive parametric yield enhancement via collinear multivariate analytics for semiconductor intelligent manufacturingChien, Chen-Fu / Chen, Chia-Cheng et al. | 2021
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Hybrid AI system based on ART neural network and Mixture of Gaussians modules with application to intelligent monitoring of the wind turbineBielecki, Andrzej / Wójcik, Mateusz et al. | 2021
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An joint end-to-end framework for learning with noisy labelsZhang, Qian / Lee, Feifei / Wang, Ya-gang / Ding, Damin / Yao, Wei / Chen, Lu / Chen, Qiu et al. | 2021
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Discovery of arbitrarily shaped significant clusters in spatial point data with noiseHuang, Jincai / Tang, Jianbo et al. | 2021
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An efficient nonlinear interval uncertain optimization method using Legendre polynomial chaos expansionWang, Liqun / Yang, Guolai / Li, Zixuan / Xu, Fengjie et al. | 2021
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Uncertainty-driven active view planning in feature-based monocular vSLAMDai, Xu-Yang / Meng, Qing-Hao / Jin, Sheng et al. | 2021
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Click-event sound detection in automotive industry using machine/deep learningEspinosa, Ricardo / Ponce, Hiram / Gutiérrez, Sebastián et al. | 2021
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An energy aware grouping memetic algorithm to schedule the sensing activity in WSNs-based IoT for smart citiesDowlatshahi, Mohammad Bagher / Kuchaki Rafsanjani, Marjan / Gupta, Brij B. et al. | 2021
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Building a fuzzy sentiment dimension for multidimensional analysis in social networksGutiérrez-Batista, Karel / Vila, Maria-Amparo / Martin-Bautista, Maria J. et al. | 2021
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Privileged information-driven random network based non-iterative integration model for building energy consumption predictionSun, Hongchang / Zhai, Wenwen / Wang, Yugang / Yin, Lei / Zhou, Fengyu et al. | 2021
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Multiple global optima location using differential evolution, clustering, and local searchDominico, Gabriel / Parpinelli, Rafael Stubs et al. | 2021
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Reinforcing learning in Deep Belief Networks through nature-inspired optimizationRoder, Mateus / Passos, Leandro Aparecido / de Rosa, Gustavo H. / de Albuquerque, Victor Hugo C. / Papa, João Paulo et al. | 2021
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A fuzzy recommendation system for predicting the customers interests using sentiment analysis and ontology in e-commerceKarthik, R.V. / Ganapathy, Sannasi et al. | 2021
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Transformer-based identification of stochastic information cascades in social networks using text and image similarityKasnesis, Panagiotis / Heartfield, Ryan / Liang, Xing / Toumanidis, Lazaros / Sakellari, Georgia / Patrikakis, Charalampos / Loukas, George et al. | 2021
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Learning large-scale fuzzy cognitive maps using an evolutionary many-task algorithmWang, Chao / Liu, Jing / Wu, Kai / Ying, Chaolong et al. | 2021
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Constraint-handling techniques within differential evolution for solving process engineering problemsCantú, Victor H. / Azzaro-Pantel, Catherine / Ponsich, Antonin et al. | 2021
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Experimental evaluation of ensemble classifiers for imbalance in Big DataJuez-Gil, Mario / Arnaiz-González, Álvar / Rodríguez, Juan J. / García-Osorio, César et al. | 2021
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A predictive intelligence approach to classify brain–computer interface based eye state for smart livingHassan, Mohammad Mehedi / Hassan, Md Rafiul / Huda, Shamsul / Uddin, Md. Zia / Gumaei, Abdu / Alsanad, Ahmed et al. | 2021
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Analysis, modeling, and multi-objective optimization of machining Inconel 718 with nano-additives based minimum quantity coolantHegab, H. / Salem, A. / Rahnamayan, S. / Kishawy, H.A. et al. | 2021
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Unsupervised anomaly detection with LSTM autoencoders using statistical data-filteringMaleki, Sepehr / Maleki, Sasan / Jennings, Nicholas R. et al. | 2021
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Walk-forward empirical wavelet random vector functional link for time series forecastingGao, Ruobin / Du, Liang / Yuen, Kum Fai / Suganthan, Ponnuthurai Nagaratnam et al. | 2021
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A financial statement fraud model based on synthesized attribute selection and a dataset with missing values and imbalanced classesCheng, Ching-Hsue / Kao, Yung-Fu / Lin, Hsien-Ping et al. | 2021
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Two-level K-nearest neighbors approach for invasive plants detection and classificationGuo, Yanhui / Du, Chunlai / Zhao, Yun / Ting, Tih-Fen / Rothfus, Thomas A. et al. | 2021
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Multi-modal 3D object detection by 2D-guided precision anchor proposal and multi-layer fusionWu, Yi / Jiang, Xiaoyan / Fang, Zhijun / Gao, Yongbin / Fujita, Hamido et al. | 2021
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Fitness–Distance Balance based adaptive guided differential evolution algorithm for security-constrained optimal power flow problem incorporating renewable energy sourcesGuvenc, Ugur / Duman, Serhat / Kahraman, Hamdi Tolga / Aras, Sefa / Katı, Mehmet et al. | 2021
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Enhancing instance-level constrained clustering through differential evolutionGonzález-Almagro, Germán / Luengo, Julián / Cano, José-Ramón / García, Salvador et al. | 2021
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Virtual Savant as a generic learning approach applied to the basic independent Next Release ProblemMassobrio, Renzo / Nesmachnow, Sergio / Palomo-Lozano, Francisco / Dorronsoro, Bernabé et al. | 2021
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Image processing meets time series analysis: Predicting Forex profitable technical pattern positionsHadizadeh Moghaddam, Arya / Momtazi, Saeedeh et al. | 2021
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Multi-operator communication based differential evolution with sequential Tabu Search approach for job shop scheduling problemsMahmud, Shahed / Abbasi, Alireza / Chakrabortty, Ripon K. / Ryan, Michael J. et al. | 2021
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Neural network-based multi-task learning for inpatient flow classification and length of stay predictionHe, Lu / Madathil, Sreenath Chalil / Servis, Greg / Khasawneh, Mohammad T. et al. | 2021
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Solving capacitated vehicle routing problem using cooperative firefly algorithmAltabeeb, Asma M. / Mohsen, Abdulqader M. / Abualigah, Laith / Ghallab, Abdullatif et al. | 2021
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Topic-level sentiment analysis of social media data using deep learningPathak, Ajeet Ram / Pandey, Manjusha / Rautaray, Siddharth et al. | 2021
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Deep Convolutional Neural Network for musical genre classification via new Self Adaptive Sea Lion OptimizationKumaraswamy, Balachandra / Poonacha, P.G. et al. | 2021
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Parameter identification of DC arc models using chaotic quantum cuckoo searchYin, Zhendong / Wang, Li / Zhang, Yaojia / Gao, Yang et al. | 2021
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A predictive GA-based model for closed high-utility itemset miningLin, Jerry Chun-Wei / Djenouri, Youcef / Srivastava, Gautam / Yun, Unil / Fournier-Viger, Philippe et al. | 2021
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A multi-objective differential evolution algorithm and a constraint handling mechanism based on variables proportion for dynamic economic emission dispatch problemsQiao, Baihao / Liu, Jing / Hao, Xingxing et al. | 2021
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A chaos recurrent ANFIS optimized by PSO to predict ground vibration generated in rock blastingZhu, Wei / Nikafshan Rad, Hima / Hasanipanah, Mahdi et al. | 2021
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Multi-start iterated local search, exact and matheuristic approaches for minimum capacitated dominating set problemNakkala, Mallikarjun Rao / Singh, Alok / Rossi, André et al. | 2021
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Automatic and non-invasive Parkinson’s disease diagnosis and severity rating using LSTM networkE., Balaji / D., Brindha / Elumalai, Vinodh Kumar / R., Vikrama et al. | 2021
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A hybrid binary grey wolf optimizer for selection and reduction of reference points with extreme learning machine approach on local GNSS/leveling geoid determinationTütüncü, Kemal / Şahman, Mehmet Akif / Tuşat, Ekrem et al. | 2021
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HSSAGA: Designation and scheduling of nurses for taking care of COVID-19 patients using novel method of Hybrid Salp Swarm Algorithm and Genetic AlgorithmAbadi, Moein Qaisari Hasan / Rahmati, Sara / Sharifi, Abbas / Ahmadi, Mohsen et al. | 2021
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Evaluation of renewable energy sources in China using an interval type-2 fuzzy large-scale group risk evaluation methodPan, Xiaohong / Wang, Yingming et al. | 2021
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Hesitant Pythagorean fuzzy ELECTRE-II method for multi-criteria decision-making problemsAkram, Muhammad / Luqman, Anam / Kahraman, Cengiz et al. | 2021
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Improved tunicate swarm algorithm: Solving the dynamic economic emission dispatch problemsLi, Ling-Ling / Liu, Zhi-Feng / Tseng, Ming-Lang / Zheng, Sheng-Jie / Lim, Ming K. et al. | 2021
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On the suitability of stacking-based ensembles in smart agriculture for evapotranspiration predictionMartín, Juan / Sáez, José A. / Corchado, Emilio et al. | 2021
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Deep unLSTM network: Features with memory information extracted from unlabeled data and their application on industrial unsupervised industrial fault detectionYu, Jianbo / Yan, Xuefeng et al. | 2021
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Development and experimental realization of an adaptive neural-based discrete model predictive direct torque and flux controller for induction motor driveSahu, Abhimanyu / Mohanty, Kanungo Barada / Mishra, Rabi Narayan et al. | 2021
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An integrated multi-node Hadoop framework to predict high-risk factors of Diabetes Mellitus using a Multilevel MapReduce based Fuzzy Classifier (MMR-FC) and Modified DBSCAN algorithmRamsingh, J. / Bhuvaneswari, V. et al. | 2021
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An evolutionary many-objective approach to multiview clustering using feature and relational dataJosé-García, Adán / Handl, Julia / Gómez-Flores, Wilfrido / Garza-Fabre, Mario et al. | 2021
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Evolutionary neural architecture search for remaining useful life predictionMo, Hyunho / Custode, Leonardo Lucio / Iacca, Giovanni et al. | 2021
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Multi-scene ancient Chinese text recognition with deep coupled alignmentsWang, Kaili / Yi, Yaohua / Tang, Ziwei / Peng, Jibing et al. | 2021
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Light-weighted ensemble network with multilevel activation visualization for robust diagnosis of COVID19 pneumonia from large-scale chest radiographic databaseOwais, Muhammad / Yoon, Hyo Sik / Mahmood, Tahir / Haider, Adnan / Sultan, Haseeb / Park, Kang Ryoung et al. | 2021
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A seasonal-trend decomposition-based dendritic neuron model for financial time series predictionHe, Houtian / Gao, Shangce / Jin, Ting / Sato, Syuhei / Zhang, Xingyi et al. | 2021
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Editorial Board| 2021
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Video salient object detection using dual-stream spatiotemporal attentionXu, Chenchu / Gao, Zhifan / Zhang, Heye / Li, Shuo / de Albuquerque, Victor Hugo C. et al. | 2021
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Safety risk assessment of metro construction under epistemic uncertainty: An integrated framework using credal networks and the EDAS methodHou, Wen-hui / Wang, Xiao-kang / Zhang, Hong-yu / Wang, Jian-qiang / Li, Lin et al. | 2021
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Data selection to avoid overfitting for foreign exchange intraday trading with machine learningPeng, Yuan-Long / Lee, Wei-Po et al. | 2021
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Effects of memory and genetic operators on Artificial Bee Colony algorithm for Single Container Loading problemBayraktar, Tuğrul / Ersöz, Filiz / Kubat, Cemalettin et al. | 2021
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A new efficient two-stage method for damage localization and quantification in shell structuresDinh-Cong, D. / Nguyen-Thoi, T. et al. | 2021
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Distribution-based imaging for multiple sclerosis lesion segmentation using specialized fuzzy 2-means powered by Nakagami transmutationsAlpar, Orcan / Krejcar, Ondrej / Dolezal, Rafael et al. | 2021
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