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@article{DBLP:journals/cnsns/DeminDP24,
  author       = {Alexander Demin and
                  Elizaveta Demitraki and
                  Gleb Pogudin},
  title        = {Exact hierarchical reductions of dynamical models via linear transformations},
  journal      = {Commun. Nonlinear Sci. Numer. Simul.},
  volume       = {131},
  pages        = {107816},
  year         = {2024},
  url          = {https://doi.org/10.1016/j.cnsns.2024.107816},
  doi          = {10.1016/J.CNSNS.2024.107816},
  timestamp    = {Sat, 16 Mar 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/cnsns/DeminDP24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cnsns/LiuHYW24,
  author       = {Zilu Liu and
                  Fang Han and
                  Ying Yu and
                  Qingyun Wang},
  title        = {Role of hierarchical heterogeneity in shaping seizure onset dynamics:
                  Insights from structurally-based whole-brain dynamical network models},
  journal      = {Commun. Nonlinear Sci. Numer. Simul.},
  volume       = {130},
  pages        = {107721},
  year         = {2024},
  url          = {https://doi.org/10.1016/j.cnsns.2023.107721},
  doi          = {10.1016/J.CNSNS.2023.107721},
  timestamp    = {Sat, 10 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/cnsns/LiuHYW24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fr/DallasTGB23,
  author       = {James Dallas and
                  Michael Thompson and
                  Jonathan Y. M. Goh and
                  Avinash Balachandran},
  title        = {A Hierarchical Adaptive Nonlinear Model Predictive Control Approach
                  for Maximizing Tire Force Usage in Autonomous Vehicles},
  journal      = {Field Robotics},
  volume       = {3},
  number       = {1},
  pages        = {222--242},
  year         = {2023},
  url          = {https://doi.org/10.55417/fr.2023006},
  doi          = {10.55417/FR.2023006},
  timestamp    = {Sat, 14 Oct 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/fr/DallasTGB23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tfs/ZhaoZZWXZ23,
  author       = {Heng Zhao and
                  Guangdeng Zong and
                  Xudong Zhao and
                  Huanqing Wang and
                  Ning Xu and
                  Ning Zhao},
  title        = {Hierarchical Sliding-Mode Surface-Based Adaptive Critic Tracking Control
                  for Nonlinear Multiplayer Zero-Sum Games via Generalized Fuzzy Hyperbolic
                  Models},
  journal      = {{IEEE} Trans. Fuzzy Syst.},
  volume       = {31},
  number       = {11},
  pages        = {4010--4023},
  year         = {2023},
  url          = {https://doi.org/10.1109/TFUZZ.2023.3273566},
  doi          = {10.1109/TFUZZ.2023.3273566},
  timestamp    = {Thu, 09 Nov 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tfs/ZhaoZZWXZ23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/ChenMLR23,
  author       = {Hegang Chen and
                  Pengbo Mao and
                  Yuyin Lu and
                  Yanghui Rao},
  editor       = {Anna Rogers and
                  Jordan L. Boyd{-}Graber and
                  Naoaki Okazaki},
  title        = {Nonlinear Structural Equation Model Guided Gaussian Mixture Hierarchical
                  Topic Modeling},
  booktitle    = {Proceedings of the 61st Annual Meeting of the Association for Computational
                  Linguistics (Volume 1: Long Papers), {ACL} 2023, Toronto, Canada,
                  July 9-14, 2023},
  pages        = {10377--10390},
  publisher    = {Association for Computational Linguistics},
  year         = {2023},
  url          = {https://doi.org/10.18653/v1/2023.acl-long.578},
  doi          = {10.18653/V1/2023.ACL-LONG.578},
  timestamp    = {Thu, 10 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/acl/ChenMLR23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccais/PhamVNNVN23,
  author       = {Minh Duc Pham and
                  Duc Cuong Vu and
                  Thi Thuy Hang Nguyen and
                  Thi{-}Van{-}Anh Nguyen and
                  Dinh Dat Vu and
                  Tung Lam Nguyen},
  title        = {Nonlinear Model Predictive Control for Ballbot systems: {A} benchmark
                  with Hierarchical Sliding Mode and Linear Quadratic controls},
  booktitle    = {12th International Conference on Control, Automation and Information
                  Sciences, {ICCAIS} 2023, Hanoi, Vietnam, November 27-29, 2023},
  pages        = {411--416},
  publisher    = {{IEEE}},
  year         = {2023},
  url          = {https://doi.org/10.1109/ICCAIS59597.2023.10382349},
  doi          = {10.1109/ICCAIS59597.2023.10382349},
  timestamp    = {Fri, 08 Mar 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/iccais/PhamVNNVN23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iecon/NorambuenaMCAR23a,
  author       = {Margarita Norambuena and
                  Fabian Medina and
                  Fernanda Carnielutti and
                  Mokhtar Aly and
                  Jos{\'{e}} Rodr{\'{\i}}guez},
  title        = {Hierarchical Model Predictive Control for a {VSI} Considering Unbalanced
                  Load and Nonlinear Load},
  booktitle    = {49th Annual Conference of the {IEEE} Industrial Electronics Society,
                  {IECON} 2023, Singapore, October 16-19, 2023},
  pages        = {1--6},
  publisher    = {{IEEE}},
  year         = {2023},
  url          = {https://doi.org/10.1109/IECON51785.2023.10312690},
  doi          = {10.1109/IECON51785.2023.10312690},
  timestamp    = {Sat, 25 Nov 2023 16:52:31 +0100},
  biburl       = {https://dblp.org/rec/conf/iecon/NorambuenaMCAR23a.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/KongH0XC023,
  author       = {Lingjing Kong and
                  Biwei Huang and
                  Feng Xie and
                  Eric P. Xing and
                  Yuejie Chi and
                  Kun Zhang},
  editor       = {Alice Oh and
                  Tristan Naumann and
                  Amir Globerson and
                  Kate Saenko and
                  Moritz Hardt and
                  Sergey Levine},
  title        = {Identification of Nonlinear Latent Hierarchical Models},
  booktitle    = {Advances in Neural Information Processing Systems 36: Annual Conference
                  on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
                  LA, USA, December 10 - 16, 2023},
  year         = {2023},
  url          = {http://papers.nips.cc/paper\_files/paper/2023/hash/065ef23a944b3995de7dd4a3e203d133-Abstract-Conference.html},
  timestamp    = {Fri, 01 Mar 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/KongH0XC023.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-12263,
  author       = {James Dallas and
                  Michael Thompson and
                  Jonathan Y. M. Goh and
                  Avinash Balachandran},
  title        = {A hierarchical adaptive nonlinear model predictive control approach
                  for maximizing tire force usage in autonomous vehicles},
  journal      = {CoRR},
  volume       = {abs/2304.12263},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2304.12263},
  doi          = {10.48550/ARXIV.2304.12263},
  eprinttype    = {arXiv},
  eprint       = {2304.12263},
  timestamp    = {Wed, 03 May 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2304-12263.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-07916,
  author       = {Lingjing Kong and
                  Biwei Huang and
                  Feng Xie and
                  Eric P. Xing and
                  Yuejie Chi and
                  Kun Zhang},
  title        = {Identification of Nonlinear Latent Hierarchical Models},
  journal      = {CoRR},
  volume       = {abs/2306.07916},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2306.07916},
  doi          = {10.48550/ARXIV.2306.07916},
  eprinttype    = {arXiv},
  eprint       = {2306.07916},
  timestamp    = {Sat, 17 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2306-07916.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-06816,
  author       = {SiHun Lee and
                  Sangmin Lee and
                  Kijoo Jang and
                  Haeseong Cho and
                  SangJoon Shin},
  title        = {Data-driven Nonlinear Parametric Model Order Reduction Framework using
                  Deep Hierarchical Variational Autoencoder},
  journal      = {CoRR},
  volume       = {abs/2307.06816},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2307.06816},
  doi          = {10.48550/ARXIV.2307.06816},
  eprinttype    = {arXiv},
  eprint       = {2307.06816},
  timestamp    = {Mon, 24 Jul 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2307-06816.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/HanikHT22,
  author       = {Martin Hanik and
                  Hans{-}Christian Hege and
                  Christoph von Tycowicz},
  title        = {A Nonlinear Hierarchical Model for Longitudinal Data on Manifolds},
  booktitle    = {19th {IEEE} International Symposium on Biomedical Imaging, {ISBI}
                  2022, Kolkata, India, March 28-31, 2022},
  pages        = {1--5},
  publisher    = {{IEEE}},
  year         = {2022},
  url          = {https://doi.org/10.1109/ISBI52829.2022.9761465},
  doi          = {10.1109/ISBI52829.2022.9761465},
  timestamp    = {Wed, 04 Oct 2023 17:01:25 +0200},
  biburl       = {https://dblp.org/rec/conf/isbi/HanikHT22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icar/WohnerSGDAH21,
  author       = {Benedikt Wohner and
                  Francisco Sevilla and
                  Benedikt Grueter and
                  Johannes Diepolder and
                  Rubens Junqueira Magalh{\~{a}}es Afonso and
                  Florian Holzapfel},
  title        = {Hierarchical Nonlinear Model Predictive Control for an Autonomous
                  Racecar},
  booktitle    = {20th International Conference on Advanced Robotics, {ICAR} 2021, Ljubljana,
                  Slovenia, December 6-10, 2021},
  pages        = {113--120},
  publisher    = {{IEEE}},
  year         = {2021},
  url          = {https://doi.org/10.1109/ICAR53236.2021.9659316},
  doi          = {10.1109/ICAR53236.2021.9659316},
  timestamp    = {Wed, 12 Jan 2022 09:10:11 +0100},
  biburl       = {https://dblp.org/rec/conf/icar/WohnerSGDAH21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/ethos/Shahzad20,
  author       = {Aitshaam Shahzad},
  title        = {Pruned hierarchical local model networks for nonlinear system identification:
                  neuro-fuzzy local model network-based nonlinear system identification
                  using maximum likelihood partitioned hierarchical model trees and
                  backward elimination pruning for structure optimisation},
  school       = {Loughborough University, {UK}},
  year         = {2020},
  url          = {https://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.820019},
  doi          = {10.26174/THESIS.LBORO.13028231.V1},
  timestamp    = {Tue, 05 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/phd/ethos/Shahzad20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/apin/JamiinARMAW20,
  author       = {Mohammad Abu Jami'in and
                  Khairul Anam and
                  Riries Rulaningtyas and
                  Urip Mudjiono and
                  Adianto Adianto and
                  Hui{-}Ming Wee},
  title        = {Hierarchical linear and nonlinear adaptive learning model for system
                  identification and prediction},
  journal      = {Appl. Intell.},
  volume       = {50},
  number       = {6},
  pages        = {1699--1710},
  year         = {2020},
  url          = {https://doi.org/10.1007/s10489-019-01615-0},
  doi          = {10.1007/S10489-019-01615-0},
  timestamp    = {Sat, 05 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/apin/JamiinARMAW20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/asc/ZhouZDZ20,
  author       = {Hongbiao Zhou and
                  Yu Zhang and
                  Weiping Duan and
                  Huanyu Zhao},
  title        = {Nonlinear systems modelling based on self-organizing fuzzy neural
                  network with hierarchical pruning scheme},
  journal      = {Appl. Soft Comput.},
  volume       = {95},
  pages        = {106516},
  year         = {2020},
  url          = {https://doi.org/10.1016/j.asoc.2020.106516},
  doi          = {10.1016/J.ASOC.2020.106516},
  timestamp    = {Tue, 16 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/asc/ZhouZDZ20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cce/WangSZX20,
  author       = {Jiaorao Wang and
                  Chunyue Song and
                  Jun Zhao and
                  Zuhua Xu},
  title        = {A {PWA} model identification method for nonlinear systems using hierarchical
                  clustering based on the gap metric},
  journal      = {Comput. Chem. Eng.},
  volume       = {138},
  pages        = {106838},
  year         = {2020},
  url          = {https://doi.org/10.1016/j.compchemeng.2020.106838},
  doi          = {10.1016/J.COMPCHEMENG.2020.106838},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/cce/WangSZX20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/remotesensing/Lewis-BeckWNCH20,
  author       = {Colin Lewis{-}Beck and
                  Victoria A. Walker and
                  Jarad Niemi and
                  Petruta Caragea and
                  Brian K. Hornbuckle},
  title        = {Extracting Agronomic Information from {SMOS} Vegetation Optical Depth
                  in the {US} Corn Belt Using a Nonlinear Hierarchical Model},
  journal      = {Remote. Sens.},
  volume       = {12},
  number       = {5},
  pages        = {827},
  year         = {2020},
  url          = {https://doi.org/10.3390/rs12050827},
  doi          = {10.3390/RS12050827},
  timestamp    = {Mon, 11 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/remotesensing/Lewis-BeckWNCH20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amcc/SchmittKAA20,
  author       = {Lukas Schmitt and
                  Martin Keller and
                  Thivaharan Albin and
                  Dirk Abel},
  title        = {Real-Time Nonlinear Model Predictive Control for the Energy Management
                  of Hybrid Electric Vehicles in a Hierarchical Framework},
  booktitle    = {2020 American Control Conference, {ACC} 2020, Denver, CO, USA, July
                  1-3, 2020},
  pages        = {1961--1967},
  publisher    = {{IEEE}},
  year         = {2020},
  url          = {https://doi.org/10.23919/ACC45564.2020.9147465},
  doi          = {10.23919/ACC45564.2020.9147465},
  timestamp    = {Sun, 08 Aug 2021 01:40:57 +0200},
  biburl       = {https://dblp.org/rec/conf/amcc/SchmittKAA20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/med/KellerSA19,
  author       = {Martin Keller and
                  Lukas Schmitt and
                  Dirk Abel},
  title        = {Nonlinear Hierarchical Model Predictive Control for the Energy Management
                  of a Hybrid Electric Vehicle},
  booktitle    = {27th Mediterranean Conference on Control and Automation, {MED} 2019,
                  Akko, Israel, July 1-4, 2019},
  pages        = {451--456},
  publisher    = {{IEEE}},
  year         = {2019},
  url          = {https://doi.org/10.1109/MED.2019.8798496},
  doi          = {10.1109/MED.2019.8798496},
  timestamp    = {Wed, 16 Oct 2019 14:14:56 +0200},
  biburl       = {https://dblp.org/rec/conf/med/KellerSA19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/igarss/Lewis-BeckCNHW18,
  author       = {Colin Lewis{-}Beck and
                  Petruta Caragea and
                  Jarad Niemi and
                  Brian K. Hornbuckle and
                  Victoria A. Walker},
  title        = {A Nonlinear Hierarchical Model for Forecasting Crop Growth in the
                  {US} Corn Belt},
  booktitle    = {2018 {IEEE} International Geoscience and Remote Sensing Symposium,
                  {IGARSS} 2018, Valencia, Spain, July 22-27, 2018},
  pages        = {5956--5959},
  publisher    = {{IEEE}},
  year         = {2018},
  url          = {https://doi.org/10.1109/IGARSS.2018.8518473},
  doi          = {10.1109/IGARSS.2018.8518473},
  timestamp    = {Mon, 03 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/igarss/Lewis-BeckCNHW18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/WangZZLY17,
  author       = {Peng Wang and
                  Peng Zhang and
                  Chuan Zhou and
                  Zhao Li and
                  Hong Yang},
  title        = {Hierarchical evolving Dirichlet processes for modeling nonlinear evolutionary
                  traces in temporal data},
  journal      = {Data Min. Knowl. Discov.},
  volume       = {31},
  number       = {1},
  pages        = {32--64},
  year         = {2017},
  url          = {https://doi.org/10.1007/s10618-016-0454-1},
  doi          = {10.1007/S10618-016-0454-1},
  timestamp    = {Fri, 02 Sep 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/datamine/WangZZLY17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jfi/WangSWJ16,
  author       = {Ziyun Wang and
                  Yanxia Shen and
                  Dinghui Wu and
                  Zhicheng Ji},
  title        = {Hierarchical least squares algorithms for nonlinear feedback system
                  modeling},
  journal      = {J. Frankl. Inst.},
  volume       = {353},
  number       = {10},
  pages        = {2258--2269},
  year         = {2016},
  url          = {https://doi.org/10.1016/j.jfranklin.2016.03.015},
  doi          = {10.1016/J.JFRANKLIN.2016.03.015},
  timestamp    = {Mon, 24 Feb 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jfi/WangSWJ16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jfi/Hu0S13,
  author       = {Peipei Hu and
                  Feng Ding and
                  Jie Sheng},
  title        = {Auxiliary model based least squares parameter estimation algorithm
                  for feedback nonlinear systems using the hierarchical identification
                  principle},
  journal      = {J. Frankl. Inst.},
  volume       = {350},
  number       = {10},
  pages        = {3248--3259},
  year         = {2013},
  url          = {https://doi.org/10.1016/j.jfranklin.2013.07.013},
  doi          = {10.1016/J.JFRANKLIN.2013.07.013},
  timestamp    = {Mon, 24 Feb 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jfi/Hu0S13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/class/Manisera13,
  author       = {Marica Manisera},
  editor       = {Paolo Giudici and
                  Salvatore Ingrassia and
                  Maurizio Vichi},
  title        = {Assessing Stability in NonLinear {PCA} with Hierarchical Data},
  booktitle    = {Statistical Models for Data Analysis},
  series       = {Studies in Classification, Data Analysis, and Knowledge Organization},
  pages        = {217--224},
  publisher    = {Springer},
  year         = {2013},
  url          = {https://doi.org/10.1007/978-3-319-00032-9\_25},
  doi          = {10.1007/978-3-319-00032-9\_25},
  timestamp    = {Tue, 16 May 2017 14:24:29 +0200},
  biburl       = {https://dblp.org/rec/series/class/Manisera13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ma/NohWL12,
  author       = {Maengseok Noh and
                  Lang Wu and
                  Youngjo Lee},
  title        = {Hierarchical likelihood methods for nonlinear and generalized linear
                  mixed models with missing data and measurement errors in covariates},
  journal      = {J. Multivar. Anal.},
  volume       = {109},
  pages        = {42--51},
  year         = {2012},
  url          = {https://doi.org/10.1016/j.jmva.2012.02.011},
  doi          = {10.1016/J.JMVA.2012.02.011},
  timestamp    = {Wed, 17 Feb 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ma/NohWL12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdc/TicaGDFD12,
  author       = {Adrian Tica and
                  Herv{\'{e}} Gu{\'{e}}guen and
                  Didier Dumur and
                  Damien Faille and
                  Frans Davelaar},
  title        = {Hierarchical nonlinear model predictive control for combined cycle
                  start-up optimization},
  booktitle    = {Proceedings of the 51th {IEEE} Conference on Decision and Control,
                  {CDC} 2012, December 10-13, 2012, Maui, HI, {USA}},
  pages        = {2593--2598},
  publisher    = {{IEEE}},
  year         = {2012},
  url          = {https://doi.org/10.1109/CDC.2012.6425843},
  doi          = {10.1109/CDC.2012.6425843},
  timestamp    = {Fri, 04 Mar 2022 13:28:47 +0100},
  biburl       = {https://dblp.org/rec/conf/cdc/TicaGDFD12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bmcsb/TondelIGVHOM11,
  author       = {Kristin T{\o}ndel and
                  Ulf G. Indahl and
                  Arne B. Gjuvsland and
                  Jon Olav Vik and
                  Peter J. Hunter and
                  Stig W. Omholt and
                  Harald Martens},
  title        = {Hierarchical Cluster-based Partial Least Squares Regression {(HC-PLSR)}
                  is an efficient tool for metamodelling of nonlinear dynamic models},
  journal      = {{BMC} Syst. Biol.},
  volume       = {5},
  pages        = {90},
  year         = {2011},
  url          = {https://doi.org/10.1186/1752-0509-5-90},
  doi          = {10.1186/1752-0509-5-90},
  timestamp    = {Tue, 05 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/bmcsb/TondelIGVHOM11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jamds/QingmingZ11,
  author       = {Zou Qingming and
                  Zhong Y. Zhu},
  title        = {Testing the Correlation and Heterogeneity for Hierarchical Nonlinear
                  Mixed-Effects Models},
  journal      = {Adv. Decis. Sci.},
  volume       = {2011},
  pages        = {976823:1--976823:16},
  year         = {2011},
  url          = {https://doi.org/10.1155/2011/976823},
  doi          = {10.1155/2011/976823},
  timestamp    = {Tue, 26 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jamds/QingmingZ11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fgit/BagdasaryanK11,
  author       = {Armen Bagdasaryan and
                  Tai{-}Hoon Kim},
  editor       = {Tai{-}Hoon Kim and
                  Hojjat Adeli and
                  Adrian Stoica and
                  Byeong Ho Kang},
  title        = {A Model of Hierarchically Consistent Control of Nonlinear Dynamical
                  Systems},
  booktitle    = {Control and Automation, and Energy System Engineering - International
                  Conferences, {CA} and {CES3} 2011, Held as Part of the Future Generation
                  Information Technology Conference, {FGIT} 2011, in Conjunction with
                  {GDC} 2011, Jeju Island, Korea, December 8-10, 2011. Proceedings},
  series       = {Communications in Computer and Information Science},
  volume       = {256},
  pages        = {58--64},
  publisher    = {Springer},
  year         = {2011},
  url          = {https://doi.org/10.1007/978-3-642-26010-0\_7},
  doi          = {10.1007/978-3-642-26010-0\_7},
  timestamp    = {Mon, 04 Nov 2019 12:36:13 +0100},
  biburl       = {https://dblp.org/rec/conf/fgit/BagdasaryanK11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csda/LiuCBH09,
  author       = {Qin Liu and
                  Nancy R. Cook and
                  Anna Bergstr{\"{o}}m and
                  Chung{-}Cheng Hsieh},
  title        = {A two-stage hierarchical regression model for meta-analysis of epidemiologic
                  nonlinear dose-response data},
  journal      = {Comput. Stat. Data Anal.},
  volume       = {53},
  number       = {12},
  pages        = {4157--4167},
  year         = {2009},
  url          = {https://doi.org/10.1016/j.csda.2009.05.001},
  doi          = {10.1016/J.CSDA.2009.05.001},
  timestamp    = {Tue, 18 Feb 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/csda/LiuCBH09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csda/NohL08,
  author       = {Maengseok Noh and
                  Youngjo Lee},
  title        = {Hierarchical-likelihood approach for nonlinear mixed-effects models},
  journal      = {Comput. Stat. Data Anal.},
  volume       = {52},
  number       = {7},
  pages        = {3517--3527},
  year         = {2008},
  url          = {https://doi.org/10.1016/j.csda.2007.10.026},
  doi          = {10.1016/J.CSDA.2007.10.026},
  timestamp    = {Tue, 18 Feb 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/csda/NohL08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tfs/YuRM08,
  author       = {Wen Yu and
                  Floriberto Ortiz Rodriguez and
                  Marco A. Moreno{-}Armend{\'{a}}riz},
  title        = {Hierarchical Fuzzy {CMAC} for Nonlinear Systems Modeling},
  journal      = {{IEEE} Trans. Fuzzy Syst.},
  volume       = {16},
  number       = {5},
  pages        = {1302--1314},
  year         = {2008},
  url          = {https://doi.org/10.1109/TFUZZ.2008.926579},
  doi          = {10.1109/TFUZZ.2008.926579},
  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tfs/YuRM08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isnn/WangYLLLC08,
  author       = {Xin Wang and
                  Hui Yang and
                  Shaoyuan Li and
                  Wenxin Liu and
                  Li Liu and
                  David A. Cartes},
  editor       = {Fuchun Sun and
                  Jianwei Zhang and
                  Ying Tan and
                  Jinde Cao and
                  Wen Yu},
  title        = {A Nonlinear Hierarchical Multiple Models Neural Network Decoupling
                  Controller},
  booktitle    = {Advances in Neural Networks - {ISNN} 2008, 5th International Symposium
                  on Neural Networks, {ISNN} 2008, Beijing, China, September 24-28,
                  2008, Proceedings, Part {II}},
  series       = {Lecture Notes in Computer Science},
  volume       = {5264},
  pages        = {119--127},
  publisher    = {Springer},
  year         = {2008},
  url          = {https://doi.org/10.1007/978-3-540-87734-9\_14},
  doi          = {10.1007/978-3-540-87734-9\_14},
  timestamp    = {Mon, 27 Mar 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/isnn/WangYLLLC08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iconip/WangY06,
  author       = {Xin Wang and
                  Hui Yang},
  editor       = {Irwin King and
                  Jun Wang and
                  Laiwan Chan and
                  DeLiang L. Wang},
  title        = {Hierarchical Multiple Models Neural Network Decoupling Controller
                  for a Nonlinear System},
  booktitle    = {Neural Information Processing, 13th International Conference, {ICONIP}
                  2006, Hong Kong, China, October 3-6, 2006, Proceedings, Part {III}},
  series       = {Lecture Notes in Computer Science},
  volume       = {4234},
  pages        = {636--644},
  publisher    = {Springer},
  year         = {2006},
  url          = {https://doi.org/10.1007/11893295\_70},
  doi          = {10.1007/11893295\_70},
  timestamp    = {Tue, 14 May 2019 10:00:42 +0200},
  biburl       = {https://dblp.org/rec/conf/iconip/WangY06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/KarklinL05,
  author       = {Yan Karklin and
                  Michael S. Lewicki},
  title        = {A Hierarchical Bayesian Model for Learning Nonlinear Statistical Regularities
                  in Nonstationary Natural Signals},
  journal      = {Neural Comput.},
  volume       = {17},
  number       = {2},
  pages        = {397--423},
  year         = {2005},
  url          = {https://doi.org/10.1162/0899766053011474},
  doi          = {10.1162/0899766053011474},
  timestamp    = {Tue, 01 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/neco/KarklinL05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/date/NathkeBHB04,
  author       = {Lutz N{\"{a}}thke and
                  Volodymyr Burkhay and
                  Lars Hedrich and
                  Erich Barke},
  title        = {Hierarchical Automatic Behavioral Model Generation of Nonlinear Analog
                  Circuits Based on Nonlinear Symbolic Techniques},
  booktitle    = {2004 Design, Automation and Test in Europe Conference and Exposition
                  {(DATE} 2004), 16-20 February 2004, Paris, France},
  pages        = {442--447},
  publisher    = {{IEEE} Computer Society},
  year         = {2004},
  url          = {https://doi.org/10.1109/DATE.2004.1268886},
  doi          = {10.1109/DATE.2004.1268886},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/date/NathkeBHB04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
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