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Risk assessment in discrete production processes considering uncertainty and reliability: Z-number multi-stage fuzzy cognitive map with fuzzy learning algorithm
Abbaspour Onari, Mohsen, Yousefi, Samuel, Jahangoshai Rezaee, Mustafa
Published in The Artificial intelligence review (01.02.2021)
Published in The Artificial intelligence review (01.02.2021)
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Journal Article
A stochastic subspace approach to gradient-free optimization in high dimensions
Kozak, David, Becker, Stephen, Doostan, Alireza, Tenorio, Luis
Published in Computational optimization and applications (01.06.2021)
Published in Computational optimization and applications (01.06.2021)
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Journal Article
MultiK-MHKS: A Novel Multiple Kernel Learning Algorithm
Wang, Zhe, Chen, Songcan, Sun, Tingkai
Published in IEEE transactions on pattern analysis and machine intelligence (01.02.2008)
Published in IEEE transactions on pattern analysis and machine intelligence (01.02.2008)
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Journal Article
Federated Learning Over Wireless Device-to-Device Networks: Algorithms and Convergence Analysis
Xing, Hong, Simeone, Osvaldo, Bi, Suzhi
Published in IEEE journal on selected areas in communications (01.12.2021)
Published in IEEE journal on selected areas in communications (01.12.2021)
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Journal Article
Machine‐learning‐based predictive control of nonlinear processes. Part II: Computational implementation
Wu, Zhe, Tran, Anh, Rincon, David, Christofides, Panagiotis D.
Published in AIChE journal (01.11.2019)
Published in AIChE journal (01.11.2019)
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Journal Article
Machine learning‐based predictive control of nonlinear processes. Part I: Theory
Wu, Zhe, Tran, Anh, Rincon, David, Christofides, Panagiotis D.
Published in AIChE journal (01.11.2019)
Published in AIChE journal (01.11.2019)
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Journal Article
Machine learning for accelerating process‐based computation of land biogeochemical cycles
Sun, Yan, Goll, Daniel S., Huang, Yuanyuan, Ciais, Philippe, Wang, Ying‐Ping, Bastrikov, Vladislav, Wang, Yilong
Published in Global change biology (01.06.2023)
Published in Global change biology (01.06.2023)
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Journal Article
Gaussian processes retrieval of crop traits in Google Earth Engine based on Sentinel-2 top-of-atmosphere data
Estévez, José, Salinero-Delgado, Matías, Berger, Katja, Pipia, Luca, Rivera-Caicedo, Juan Pablo, Wocher, Matthias, Reyes-Muñoz, Pablo, Tagliabue, Giulia, Boschetti, Mirco, Verrelst, Jochem
Published in Remote sensing of environment (01.05.2022)
Published in Remote sensing of environment (01.05.2022)
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Journal Article
Cost-Optimized Periodic DAG-Structured Task Offloading in Multi-User MEC Systems Using Reinforcement Learning
Wang, Yan, He, Yubin, Liu, Gang, Li, Keqin
Published in ACM transactions on Internet technology (26.08.2025)
Published in ACM transactions on Internet technology (26.08.2025)
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Journal Article
Machine learning‐based distributed model predictive control of nonlinear processes
Chen, Scarlett, Wu, Zhe, Rincon, David, Christofides, Panagiotis D.
Published in AIChE journal (01.11.2020)
Published in AIChE journal (01.11.2020)
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Journal Article
Stochastic Gradient Coding for Straggler Mitigation in Distributed Learning
Bitar, Rawad, Wootters, Mary, El Rouayheb, Salim
Published in IEEE journal on selected areas in information theory (01.05.2020)
Published in IEEE journal on selected areas in information theory (01.05.2020)
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Journal Article
A comparative study of generalized regression neural network approach and adaptive neuro-fuzzy inference systems for prediction of unconfined compressive strength of rocks
Singh, Rajesh, Vishal, V., Singh, T. N., Ranjith, P. G.
Published in Neural computing & applications (01.08.2013)
Published in Neural computing & applications (01.08.2013)
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Journal Article
Reservoir Computing Universality With Stochastic Inputs
Gonon, Lukas, Ortega, Juan-Pablo
Published in IEEE transaction on neural networks and learning systems (01.01.2020)
Published in IEEE transaction on neural networks and learning systems (01.01.2020)
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Journal Article