Search results for "soft-sensing"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
66	Tian Yang, Zaifei Liao, Xinjie Lv, Hongan Wang	An approximate approach to constraint solving in soft sensing.	SAC	2009	DBLP DOI BibTeX RDF	approximation, granular computing, constraint solving, soft sensor, soft sensing
41	Guochu Chen, Jinshou Yu	Particle Swarm Optimization Neural Network and Its Application in Soft-Sensing Modeling.	ICNC (2)	2005	DBLP DOI BibTeX RDF
38	Guohai Liu, Haixia Xu, Dawei Zhou 0006, Congli Mei	On-Line Estimation of Biomass Concentration Based on ANN and Fuzzy C-Means Clustering.	ISICA	2008	DBLP DOI BibTeX RDF	fuzzy c-mean clustering algorithm, fermentation, neural network, soft-sensing
33	Haifeng Sang, Weiqi Yuan, Fuli Wang, Dakuo He	Support Vector Machines and Genetic Algorithms for Soft-Sensing Modeling.	ISNN (3)	2007	DBLP DOI BibTeX RDF
31	Shengli Lu, Jinghua Wang, Yang Zou, Yanmei Pan, Jian Chu, Wenjun Sun	Secondary Variables Selection and Data Pretreatment in Soft-Sensing for the Farmland Water Potential.	IITSI	2009	DBLP DOI BibTeX RDF	SPAC, farmland water potential, microenvironment, secondary variables selection, data pretreatment, soft-sensing
31	Tao Jin, Zhongguang Fu, Gang Liu	Data Mining for Soft Sensing Modeling of Power Plant Parameters.	FSKD (5)	2009	DBLP DOI BibTeX RDF	power plant parameters, partial least-square regression, data mining, mathematic modeling, soft sensing
28	Zaiwen Liu, Lifeng Cui, Xiaoqin Lian, Cuiling Liu, Chaozhen Hou	The Method of Soft Sensing Based on RBF Neural Network and Intelligent Control for Sewage Disposal Process.	ICICIC (2)	2006	DBLP DOI BibTeX RDF
28	Hui Geng, Zhihua Xiong, Shuai Mao, Yongmao Xu	Dynamic Soft-Sensing Model by Combining Diagonal Recurrent Neural Network with Levinson Predictor.	ISNN (2)	2006	DBLP DOI BibTeX RDF
26	Qiang Zhou, Jie Zhang 0005, Yongmao Xu	Predicting the product yield profile and cracking degrees in an industrial ethylene pyrolysis furnace.	ICARCV	2004	DBLP DOI BibTeX RDF
20	Myriam Regattieri Delgado, Elaine Yassue Nagai, Lúcia Valéria Ramos de Arruda	A neuro-coevolutionary genetic fuzzy system to design soft sensors.	Soft Comput.	2009	DBLP DOI BibTeX RDF	Takagi-Sugeno-Kang fuzzy models, Industrial dynamical processes, Genetic algorithms, Coevolution, Kohonen maps, Soft sensing
19	Yafen Li, Qi Li, Huijuan Wang, Ningsheng Ma	Soft Sensing Based on LS-SVM and Its Application to a Distillation Column.	ISDA (1)	2006	DBLP DOI BibTeX RDF
17	Yu-Hsiang Lin, Robert Siddall, Fabian Schwab, Toshihiko Fukushima, Hritwick Banerjee, Youngjoon Baek, Daniel M. Vogt, Yong-Lae Park, Ardian Jusufi	Modeling and Control of a Soft Robotic Fish with Integrated Soft Sensing.	Adv. Intell. Syst.	2023	DBLP DOI BibTeX RDF
17	Ryman Hashem, Fumiya Iida	Embedded Soft Sensing in Soft Ring Actuator for Aiding with theSelf-Organisation of the In-Hand Rotational Manipulation.	CoRR	2022	DBLP BibTeX RDF
17	Ryman Hashem, Fumiya Iida	Embedded Soft Sensing in a Soft Ring Actuator for Aiding with the Self-Organisation of the In-Hand Rotational Manipulation.	RoboSoft	2022	DBLP DOI BibTeX RDF
17	Hao Zhou, Charbel Tawk, Gürsel Alici	A 3D Printed Soft Prosthetic Hand with Embedded Actuation and Soft Sensing Capabilities for Directly and Seamlessly Switching Between Various Hand Gestures.	AIM	2021	DBLP DOI BibTeX RDF
17	Suin Kim, Dahee Jeong, Jinhyeok Oh, Wookeun Park, Joonbum Bae	A Novel All-in-One Manufacturing Process for a Soft Sensor System and its Application to a Soft Sensing Glove.	IROS	2018	DBLP DOI BibTeX RDF
15	Anh Van Ho, Shinichi Hirai	Mechanics of Localized Slippage in Tactile Sensing - And Application to Soft Sensing Systems		2014	DOI RDF
13	Petr Kadlec, Bogdan Gabrys	Architecture for development of adaptive on-line prediction models.	Memetic Comput.	2009	DBLP DOI BibTeX RDF	Adaptive systems, Industrial applications, Ensemble methods, Meta learning, Local learning, Life-long learning, Soft sensors
10	Kai Sun, Chunpeng Yang, Chao Gao, Xiuliang Wu, Jianjun Zhao	Development of an Online Updating Stochastic Configuration Network for the Soft-Sensing of the Semi-Autogenous Ball Mill Crusher System.	IEEE Trans. Instrum. Meas.	2024	DBLP DOI BibTeX RDF
10	Haojie Huang, Xin Peng 0003, Wei Du 0003, Weimin Zhong	Robust Sparse Gaussian Process Regression for Soft Sensing in Industrial Big Data Under the Outlier Condition.	IEEE Trans. Instrum. Meas.	2024	DBLP DOI BibTeX RDF
10	Yan-Lin He, Peng-Fei Wang, Qun-Xiong Zhu	Improved Bi-LSTM With Distributed Nonlinear Extensions and Parallel Inputs for Soft Sensing.	IEEE Trans. Ind. Informatics	2024	DBLP DOI BibTeX RDF
10	Yan-Lin He, Lei Chen, Qun-Xiong Zhu	Quality Regularization-Based Semisupervised Adversarial Transfer Model With Unlabeled Data for Industrial Soft Sensing.	IEEE Trans. Ind. Informatics	2024	DBLP DOI BibTeX RDF
10	Ye Tian, Qun-Xiong Zhu, Yan-Lin He	Novel Deep Layers-Extended Autoencoder With Correlation and Its Industrial Soft Sensing.	IEEE Trans. Ind. Informatics	2024	DBLP DOI BibTeX RDF
10	Weichao Luo, Chunhua Yang 0001, Xiaojun Liang, Chaobo Zhang, Keke Huang, Weihua Gui 0001	Digital twin driven soft sensing for key variables in zinc rotary kiln.	IEEE Trans. Ind. Informatics	2024	DBLP DOI BibTeX RDF
10	Xiaoying Tan, Wei Guo, Ranran Liu, Tianhong Pan	A data-driven soft-sensing approach using probabilistic latent variable model with functional data framework.	Trans. Inst. Meas. Control	2024	DBLP DOI BibTeX RDF
10	Huaijun Zhao, Junping Wang, Tianyu Liu, Yang Yu, Dingxing Hu, Chenxin Cai	Research on the Soft-Sensing Method of Indicator Diagram of Beam Pumping Unit.	Sensors	2024	DBLP DOI BibTeX RDF
10	Xiao-Lu Song, Yan-Lin He, Xing-Yuan Li 0001, Qun-Xiong Zhu, Yuan Xu	Novel virtual sample generation method based on data augmentation and weighted interpolation for soft sensing with small data.	Expert Syst. Appl.	2023	DBLP DOI BibTeX RDF
10	Peng Chang 0001, Xun Bao, Fanchao Meng, Ruiwei Lu	Multi-objective Pigeon-inspired Optimized feature enhancement soft-sensing model of Wastewater Treatment Process.	Expert Syst. Appl.	2023	DBLP DOI BibTeX RDF
10	Yuchen Zhao, Chunjie Yang, Hang Xiao, Yaoyao Bao, Siwei Lou, Jiayun Mao, Huanyu Liao	An End-to-End Multisource Information Fusion Framework for f-CaO Content Soft Sensing in Cement Clinker Burning Process.	IEEE Trans. Instrum. Meas.	2023	DBLP DOI BibTeX RDF
10	Jiawei Chen 0007, Pengyu Song, Chunhui Zhao 0001, Jinliang Ding	Spatiotemporal Multiscale Correlation Embedding With Process Variable Reorder for Industrial Soft Sensing.	IEEE Trans. Instrum. Meas.	2023	DBLP DOI BibTeX RDF
10	Yan-Lin He, Lei Chen, Yuan Xu, Qun-Xiong Zhu, Shan Lu 0009	A New Distributed Echo State Network Integrated With an Auto-Encoder for Dynamic Soft Sensing.	IEEE Trans. Instrum. Meas.	2023	DBLP DOI BibTeX RDF
10	Ze Dong, Wei Jiang, Ming Sun, Yue Zhang 0028	Soft Sensing of NOx Emissions From Thermal Power Units Based on Adaptive GMM Two-Step Clustering Algorithm and Ensemble Learning.	IEEE Trans. Instrum. Meas.	2023	DBLP DOI BibTeX RDF
10	Yongxuan Chen, Xiaogang Deng	A Deep Supervised Learning Framework Based on Kernel Partial Least Squares for Industrial Soft Sensing.	IEEE Trans. Ind. Informatics	2023	DBLP DOI BibTeX RDF
10	Zeyu Yang, Le Yao, Bingbing Shen, Peiliang Wang	Probabilistic Fusion Model for Industrial Soft Sensing Based on Quality-Relevant Feature Clustering.	IEEE Trans. Ind. Informatics	2023	DBLP DOI BibTeX RDF
10	Yimeng He, Xiangyin Kong, Le Yao, Zhiqiang Ge	Neural Network Weight Comparison for Industrial Causality Discovering and Its Soft Sensing Application.	IEEE Trans. Ind. Informatics	2023	DBLP DOI BibTeX RDF
10	Shaochen Wang, Wende Tian, Chuankun Li, Zhe Cui, Bin Liu	Mechanism-based deep learning for tray efficiency soft-sensing in distillation process.	Reliab. Eng. Syst. Saf.	2023	DBLP DOI BibTeX RDF
10	Vamsi Krishna Puli, Biao Huang 0001	Variational Bayesian Approach to Nonstationary and Oscillatory Slow Feature Analysis With Applications in Soft Sensing and Process Monitoring.	IEEE Trans. Control. Syst. Technol.	2023	DBLP DOI BibTeX RDF
10	Bjarne A. Grimstad, Kristian Løvland, Lars Struen Imsland	Multi-unit soft sensing permits few-shot learning.	CoRR	2023	DBLP DOI BibTeX RDF
10	Angzhi Fan, Yu Huang 0017, Fei Xu, Sthitie Bom	Soft Sensing Regression Model: from Sensor to Wafer Metrology Forecasting.	CoRR	2023	DBLP DOI BibTeX RDF
10	Yifan Chen, Anlan Li, Xiangyang Li, Dong Xue, Jian Long	Efficient JITL framework for nonlinear industrial chemical engineering soft sensing based on adaptive multi-branch variable scale integrated convolutional neural networks.	Adv. Eng. Informatics	2023	DBLP DOI BibTeX RDF
10	Yan-Lin He, Xing-Yuan Li 0001, Jia-Hui Ma, Qun-Xiong Zhu, Shan Lu 0009	Attribute-relevant distributed variational autoencoder integrated with LSTM for dynamic industrial soft sensing.	Eng. Appl. Artif. Intell.	2023	DBLP DOI BibTeX RDF
10	Nikolaos Sifakis, Nikolaos Sarantinoudis, George J. Tsinarakis, Christos Politis, George Arampatzis	Soft Sensing of LPG Processes Using Deep Learning.	Sensors	2023	DBLP DOI BibTeX RDF
10	Angzhi Fan, Yu Huang 0017, Fei Xu, Sthitie Bom	Soft-Sensing Regression Model: From Sensor to Wafer Metrology Forecasting.	Sensors	2023	DBLP DOI BibTeX RDF
10	Qingchao Jiang, Ziwen Wang, Shifu Yan, Zhixing Cao	Data-Driven Soft Sensing for Batch Processes Using Neural Network-Based Deep Quality-Relevant Representation Learning.	IEEE Trans. Artif. Intell.	2023	DBLP DOI BibTeX RDF
10	Changhai Xia, Zhiping Peng, Delong Cui, Qirui Li, Lihui Sun	Concentration Diagnosis in Soft Sensing Based on Bayesian T-Distribution Mixture Regression.	FSDM	2023	DBLP DOI BibTeX RDF
10	Sonja Groß, Diego Hidalgo-Carvajal, Silija Breimann, Nicolai Stein, Amartya Ganguly, Abdeldjallil Naceri, Sami Haddadin	Soft Sensing Skins for Arbitrary Objects: An Automatic Framework.	ICRA	2023	DBLP DOI BibTeX RDF
10	Ammar K. Al Mhdawi, Nick Wright, Simon Benson, Maryam Haroutunian	CART-II: Development of Collision Avoidance Robotic Tether with Soft Sensing Capabilities for Underwater Nuclear Inspection Vehicles.	ICARA	2023	DBLP DOI BibTeX RDF
10	Oliver Shorthose, Alessandro Albini, Luca Scimeca, Liang He, Perla Maiolino	EDAMS: An Encoder-Decoder Architecture for Multi-grasp Soft Sensing Object Recognition.	RoboSoft	2023	DBLP DOI BibTeX RDF
10	Heng Xia, Jian Tang 0003, Runyu Zhang	Online Soft Sensing of Dioxin Emission Based on Fast Tree BLS and Robust PCA.	SSCI	2023	DBLP DOI BibTeX RDF
10	Hongbiao Zhou, Yang Li, Qinyu Zhang 0007, Haoyuan Xu, Yan Su	Soft-sensing of effluent total phosphorus using adaptive recurrent fuzzy neural network with Gustafson-Kessel clustering.	Expert Syst. Appl.	2022	DBLP DOI BibTeX RDF
10	Maira Alvi, Tim French 0002, Rachel Cardell-Oliver, Philip Keymer, Andrew Ward	Cost Effective Soft Sensing for Wastewater Treatment Facilities.	IEEE Access	2022	DBLP DOI BibTeX RDF
10	Weiming Shao, Yougao Li, Wenxue Han, Dongya Zhao	Block-Wise Parallel Semisupervised Linear Dynamical System for Massive and Inconsecutive Time-Series Data With Application to Soft Sensing.	IEEE Trans. Instrum. Meas.	2022	DBLP DOI BibTeX RDF
10	Yusheng Lu, Dan Yang, Zhongmei Li, Xin Peng 0003, Weimin Zhong	Neural Network Based on Windowed Convolutional Transformation to Extract Features in Time Domain and Its Application on Soft Sensing.	IEEE Trans. Instrum. Meas.	2022	DBLP DOI BibTeX RDF
10	Xiuliang Wu, Xiaodong Yu, Rui Xu, Maoyong Cao, Kai Sun	Nonlinear Dynamic Soft-Sensing Modeling of NOx Emission of a Selective Catalytic Reduction Denitration System.	IEEE Trans. Instrum. Meas.	2022	DBLP DOI BibTeX RDF
10	Chao Sun, Haichao Zhao, Yuan Zhang, Yuxuan Zhang, Haoran Guo, Xiaochen Hao	A Soft-Sensing Model for Predicting Cement-Specific Surface Area Based on Inception-Residual-Quasi-Recurrent Neural Networks.	IEEE Trans. Instrum. Meas.	2022	DBLP DOI BibTeX RDF
10	Ye Tian, Yuan Xu, Qun-Xiong Zhu, Yan-Lin He	Novel Stacked Input-Enhanced Supervised Autoencoder Integrated With Gated Recurrent Unit for Soft Sensing.	IEEE Trans. Instrum. Meas.	2022	DBLP DOI BibTeX RDF
10	XuDong Shi 0001, Qi Kang, Jing An, MengChu Zhou	Novel L1 Regularized Extreme Learning Machine for Soft-Sensing of an Industrial Process.	IEEE Trans. Ind. Informatics	2022	DBLP DOI BibTeX RDF
10	Zheng Chai, Chunhui Zhao 0001, Biao Huang 0001	Variational Progressive-Transfer Network for Soft Sensing of Multirate Industrial Processes.	IEEE Trans. Cybern.	2022	DBLP DOI BibTeX RDF
10	Gongming Wang, Qing-Shan Jia, MengChu Zhou, Jing Bi, Junfei Qiao 0001, Abdullah Abusorrah	Artificial neural networks for water quality soft-sensing in wastewater treatment: a review.	Artif. Intell. Rev.	2022	DBLP DOI BibTeX RDF
10	Amritam Das, Martijn Princen, Mahnaz Shokrpour Roudbari, Amol Khalate, Siep Weiland	Soft Sensing-Based In Situ Control of Thermofluidic Processes in DoD Inkjet Printing.	IEEE Trans. Control. Syst. Technol.	2022	DBLP DOI BibTeX RDF
10	Jingyun Xu, Zhiduan Cai	Gaussian mixture deep dynamic latent variable model with application to soft sensing for multimode industrial processes.	Appl. Soft Comput.	2022	DBLP DOI BibTeX RDF
10	Paulo H. Marrocos, Igor G. I. Iwakiri, Márcio A. F. Martins, Alírio E. Rodrigues, José M. Loureiro, Ana M. Ribeiro, Idelfonso B. R. Nogueira	A long short-term memory based Quasi-Virtual Analyzer for dynamic real-time soft sensing of a Simulated Moving Bed unit.	Appl. Soft Comput.	2022	DBLP DOI BibTeX RDF
10	Feng Xu, Hongyu Tang, Bo Wang, Xiang-Lin Zhu	Research on Soft Sensing Method of Straw Ethanol Fermentation Process Based on BSVR.	J. Electr. Comput. Eng.	2022	DBLP DOI BibTeX RDF
10	Yusheng Lu, Dan Yang, Zhongmei Li, Xin Peng 0003, Weimin Zhong	Neural networks with upper and lower bound constraints and its application on industrial soft sensing modeling with missing values.	Knowl. Based Syst.	2022	DBLP DOI BibTeX RDF
10	Qi Li 0037, Menghan Yang, Zhengyin Lu, Yu Zhang, Wei Ba	A soft-sensing method for product quality monitoring based on particle swarm optimization deep belief networks.	Trans. Inst. Meas. Control	2022	DBLP DOI BibTeX RDF
10	Wenjuan Mei, Zhen Liu 0003, Lei Tang, Yuanzhang Su	Test Strategy Optimization Based on Soft Sensing and Ensemble Belief Measurement.	Sensors	2022	DBLP DOI BibTeX RDF
10	Gabriel Filios, Andreas Kyriakopoulos, Stavros Livanios, Fotis Manolopoulos, Sotiris E. Nikoletseas, Stefanos Panagiotou, Paul G. Spirakis	Data-driven soft sensing towards quality monitoring of industrial pasteurization processes.	DCOSS	2022	DBLP DOI BibTeX RDF
10	XuDong Shi 0001, Jing Xu, Hanqiu Bao, Qi Kang	Domain Adaptation Soft Sensing with Parameter Transferring.	ICNSC	2022	DBLP DOI BibTeX RDF
10	Javier Fernández de Cañete, Pablo del Saz-Orozco, Jesús M. Gómez de Gabriel, Roberto Baratti, António E. B. Ruano, Irene Rivas-Blanco	Control and soft sensing strategies for a wastewater treatment plant using a neuro-genetic approach.	Comput. Chem. Eng.	2021	DBLP DOI BibTeX RDF
10	Dan Wang, Jie-Sheng Wang, Shao-Yan Wang, Cheng Xing, Xu-Dong Li	ANFIS soft sensing model of SMB chromatographic separation process based on new adaptive population evolution particle swarm optimization algorithm.	J. Intell. Fuzzy Syst.	2021	DBLP DOI BibTeX RDF
10	Yuxue Xu, Yun Wang, Tianhong Yan, Yuchen He, Jun Wang, De Gu, Haiping Du, Weihua Li 0001	Quality-related locally weighted soft sensing for non-stationary processes by a supervised Bayesian network with latent variables.	Frontiers Inf. Technol. Electron. Eng.	2021	DBLP DOI BibTeX RDF
10	Xianqiang Yang 0001, Xinpeng Liu, Chao Xu	Robust Mixture Probabilistic Partial Least Squares Model for Soft Sensing With Multivariate Laplace Distribution.	IEEE Trans. Instrum. Meas.	2021	DBLP DOI BibTeX RDF
10	Xiaoyu Jiang, Zhiqiang Ge	Augmented Multidimensional Convolutional Neural Network for Industrial Soft Sensing.	IEEE Trans. Instrum. Meas.	2021	DBLP DOI BibTeX RDF
10	Yusheng Lu, Xin Peng 0003, Dan Yang, Minglei Yang 0004, Weimin Zhong	Model-Agnostic Meta-Learning With Optimal Alternative Scaling Value and Its Application to Industrial Soft Sensing.	IEEE Trans. Ind. Informatics	2021	DBLP DOI BibTeX RDF
10	Sneha Nayak, Sravani Vemulapalli, Santhosh Krishnan Venkata, Meghana Shankar	Design of a soft sensing technique for measuring pitch and yaw angular positions for a Twin Rotor MIMO System.	F1000Research	2021	DBLP DOI BibTeX RDF
10	Gongming Wang, Qing-Shan Jia, MengChu Zhou, Jing Bi, Junfei Qiao 0001	Soft-sensing of Wastewater Treatment Process via Deep Belief Network with Event-triggered Learning.	Neurocomputing	2021	DBLP DOI BibTeX RDF
10	Jaswanth K. Yella, Chao Zhang 0050, Sergei Petrov, Yu Huang 0017, Xiaoye Qian, Ali A. Minai, Sthitie Bom	Soft-Sensing ConFormer: A Curriculum Learning-based Convolutional Transformer.	CoRR	2021	DBLP BibTeX RDF
10	Chao Zhang 0050, Jaswanth K. Yella, Yu Huang 0017, Xiaoye Qian, Sergei Petrov, Andrey Rzhetsky, Sthitie Bom	Soft Sensing Transformer: Hundreds of Sensors are Worth a Single Word.	CoRR	2021	DBLP BibTeX RDF
10	Xiaoye Qian, Chao Zhang 0050, Jaswanth K. Yella, Yu Huang 0017, Ming-Chun Huang, Sthitie Bom	Soft Sensing Model Visualization: Fine-tuning Neural Network from What Model Learned.	CoRR	2021	DBLP BibTeX RDF
10	Sergei Petrov, Chao Zhang 0050, Jaswanth K. Yella, Yu Huang 0017, Xiaoye Qian, Sthitie Bom	IEEE BigData 2021 Cup: Soft Sensing at Scale.	CoRR	2021	DBLP BibTeX RDF
10	Erik Esche, Torben Talis, Joris Weigert, Gerardo Brand-Rihm, Byungjun You, Christian Hoffmann, Jens-Uwe Repke	Semi-supervised Learning for Data-driven Soft-sensing of Biological and Chemical Processes.	CoRR	2021	DBLP BibTeX RDF
10	Yu Huang 0017, Chao Zhang 0050, Jaswanth K. Yella, Sergei Petrov, Xiaoye Qian, Yufei Tang, Xingquan Zhu 0001, Sthitie Bom	GraSSNet: Graph Soft Sensing Neural Networks.	CoRR	2021	DBLP BibTeX RDF
10	Zhong-Sheng Chen, Kun-Rui Hou, Mei-Yu Zhu, Yuan Xu, Qunxiong Zhu	A virtual sample generation approach based on a modified conditional GAN and centroidal Voronoi tessellation sampling to cope with small sample size problems: Application to soft sensing for chemical process.	Appl. Soft Comput.	2021	DBLP DOI BibTeX RDF
10	Sergei Petrov, Chao Zhang 0050, Jaswanth K. Yella, Yu Huang 0017, Xiaoye Qian, Sthitie Bom	IEEE BigData 2021 Cup: Soft Sensing at Scale.	IEEE BigData	2021	DBLP DOI BibTeX RDF
10	Chao Zhang 0050, Jaswanth K. Yella, Yu Huang 0017, Xiaoye Qian, Sergei Petrov, Andrey Rzhetsky, Sthitie Bom	Soft Sensing Transformer: Hundreds of Sensors are Worth a Single Word.	IEEE BigData	2021	DBLP DOI BibTeX RDF
10	Yu Huang 0017, Chao Zhang 0050, Jaswanth K. Yella, Sergei Petrov, Xiaoye Qian, Yufei Tang, Xingquan Zhu 0001, Sthitie Bom	GraSSNet: Graph Soft Sensing Neural Networks.	IEEE BigData	2021	DBLP DOI BibTeX RDF
10	Jaswanth K. Yella, Chao Zhang 0050, Sergei Petrov, Yu Huang 0017, Xiaoye Qian, Ali A. Minai, Sthitie Bom	Soft-Sensing ConFormer: A Curriculum Learning-based Convolutional Transformer.	IEEE BigData	2021	DBLP DOI BibTeX RDF
10	Ali Abdin	Applying self-normalizing neural networks to tackle data-driven soft sensing problems in manufacturing lines.	IEEE BigData	2021	DBLP DOI BibTeX RDF
10	Chao Zhang 0050, Jaswanth K. Yella, Yu Huang 0017, Sthitie Bom	Learning from Failures in Large Scale Soft Sensing.	IEEE BigData	2021	DBLP DOI BibTeX RDF
10	Xiaoye Qian, Chao Zhang 0050, Jaswanth K. Yella, Yu Huang 0017, Ming-Chun Huang, Sthitie Bom	Soft Sensing Model Visualization: Fine-tuning Neural Network from What Model Learned.	IEEE BigData	2021	DBLP DOI BibTeX RDF
10	Ibai Laña, Izaskun Oregi, Javier Del Ser	Soft Sensing Methods for the Generation of Plausible Traffic Data in Sensor-less Locations.	ITSC	2021	DBLP DOI BibTeX RDF
10	Maria Arostegi, Diana Manjarres, Sonia Bilbao 0001, Javier Del Ser	Machine Learning Based Soft Sensing Tool for the Prediction of Leaf Wetness Duration in Precision Agriculture.	SOCO	2021	DBLP DOI BibTeX RDF
10	Xuefeng Yan, Jie Wang 0012, Qingchao Jiang	Deep relevant representation learning for soft sensing.	Inf. Sci.	2020	DBLP DOI BibTeX RDF
10	Lifang Zhang, Yuchen He, Tianhong Yan, Yun Wang, De Gu, Haiping Du, Weihua Li 0001	Soft Sensing Applications for Non-Stable Processes Based on a Weighted High-Order Dynamic Information Structure.	IEEE Access	2020	DBLP DOI BibTeX RDF
10	Xiaofeng Yuan, Shuaibin Qi, Yalin Wang 0003	Stacked Enhanced Auto-Encoder for Data-Driven Soft Sensing of Quality Variable.	IEEE Trans. Instrum. Meas.	2020	DBLP DOI BibTeX RDF
10	Wei Guo, Tianhong Pan, Zhengming Li, Shan Chen	A Data-Driven Soft Sensing Approach Using Modified Subspace Identification With Limited Iterative Expectation-Maximization.	IEEE Trans. Instrum. Meas.	2020	DBLP DOI BibTeX RDF
10	Weiming Shao, Zhiqiang Ge, Zhihuan Song	Bayesian Just-in-Time Learning and Its Application to Industrial Soft Sensing.	IEEE Trans. Ind. Informatics	2020	DBLP DOI BibTeX RDF
10	Xinyu Zhang, Zhiqiang Ge	Local Parameter Optimization of LSSVM for Industrial Soft Sensing With Big Data and Cloud Implementation.	IEEE Trans. Ind. Informatics	2020	DBLP DOI BibTeX RDF
10	Enrique Garcia-Ceja, Åsmund Hugo, Brice Morin, Per Olav Hansen	Optimization of a Chemical Process with Soft-Sensing Technologies.	ERCIM News	2020	DBLP BibTeX RDF
10	Xudong Shi 0001, Weili Xiong	Adaptive ensemble learning strategy for semi-supervised soft sensing.	J. Frankl. Inst.	2020	DBLP DOI BibTeX RDF