@book{burnham2002model,
  title={Model selection and multimodel inference: a practical information-theoretic approach},
  author={Burnham, K.P. and Anderson, D.R.},
  year={2002},
  publisher={Springer Verlag}
}

@inproceedings{akaike1973information,
  title={Information theory and an extension of the maximum likelihood principle},
  author={Akaike, H.},
  booktitle={Second international symposium on information theory},
  volume={1},
  pages={267--281},
  year={1973},
  organization={Springer Verlag}
}

@INPROCEEDINGS{Ernst_CDC_98,
        author          = {S. Ernst},
        title           = {Hinging Hyperplane Trees for Approximation and Identification},
        booktitle       = {IEEE Conference on Decision and Control (CDC)},
        year            = {1998},
        pages           = {1261--1277},
        address         = {Tampa, USA}
}

@BOOK{Nelles_Book,
        author          = {O. Nelles},
        title           = {Nonlinear System Identification},
        publisher       = {Springer},
        year            = {2001},
        address         = {Berlin, Germany}
}

@InCollection{ShoMur97,
  		author 			= "R. Shorten and R. Murray-Smith",
  		title 			= "Side-Effects of Normalising Basis Functions in Local Model Networks",
  		booktitle 		= "Multiple Model Approaches to Modelling and Control",
  		chapter 		= "8",
  		publisher 		= "Taylor \& Francis, London",
  		year 			= "1997",
  		pages 			= "211-229",
  		series 			= ""
}

@INPROCEEDINGS{Hartmann_CICA_2009,
        author          = {B. Hartmann and O. Nelles and I. Skrjanc and A. Sodja},
        title           = {Supervised Hierarchical Clustering {(SUHICLUST)} for Nonlinear System Identification},
        booktitle       = {IEEE Symposium on Computational Intelligence in Control and Automation (CICA)},
        month           = {March},
        year            = {2009},
        address         = {Nashville, USA}
}

@INPROCEEDINGS{Kainz_VVC_09,
        author          = {J. Kainz and J. Beer and O. B\"anfer and O. Nelles},
        title           = {Application of a Local Model Network in an Engine Management System to Model Valve Train Variability},
        booktitle       = {Variable Valve Control},
        month           = {March},
        year            = {2009},
        address         = {Essen, Germany}
}

@INPROCEEDINGS{Hartmann_ACC_2009,
        author          = {B. Hartmann and O. Nelles},
        title           = {On the Smoothness in Local Model Networks},
        booktitle       = {American Control Conference (ACC)},
        month           = {June},
        year            = {2009},
        address         = {St. Louis, USA}
}

@INPROCEEDINGS{Hartmann_SYSID_2009,
        author          = {B. Hartmann and O. Nelles and I. Skrjanc and A. Sodja},
        title           = {Global Supervised and Local Unsupervised Learning in Local Model Networks},
        booktitle       = {IFAC Symposium on System Identification (SYSID)},
        month           = {July},
        year            = {2009},
        address         = {Saint-Malo, France}
}

@INPROCEEDINGS{Hartmann_ECC_2009,
        author          = {B. Hartmann and O. Nelles},
        title           = {Automatic Adjustment of the Transition between Local Models in a Hierarchical Structure Identification Algorithm},
        booktitle       = {European Control Conference (ECC)},
        month           = {August},
        year            = {2009},
        address         = {Budapest, Hungary}
}

@INPROCEEDINGS{Uzun_Nelles_IAV_09,
        author          = {H. Uzun and O. Nelles},
        title           = {Developing a new procedure for the determination of target-aimed mathematical models},
        booktitle       = {5. Conf. of Design of Experiments (DoE) in Engine Development},
	month		= {Aug.},
        year            = {2009},
        address         = {Berlin, Germnay}
}

@INPROCEEDINGS{Baenfer_ICONS_09,
        author          = {O. B\"anfer and O. Nelles},
        title           = {Learning Strategies for Local Model Networks with Higher Degree Polynomials},
        booktitle       = {IFAC International Conference on Intelligent Control Systems and Signal Processing (ICONS)},
        month           = {Sept.},
        year            = {2009},
        address         = {Istanbul, Turkey}
}

@INPROCEEDINGS{Baenfer_AICI_09,
        author          = {O. B\"anfer and O. Nelles and J. Kainz and J. Beer},
        title           = {Local Model Networks with Modified Parabolic Membership Functions},
        booktitle       = {IEEE International Conference on Artificial Intelligence and Computational Intelligence (AICI)},
        month           = {Nov.},
        year            = {2009},
        pages           = {179--183},
        address         = {Shanghai, China}
}

@INPROCEEDINGS{Hartmann_AICI_2009,
        author          = {B. Hartmann and O. Nelles and A. Belic and D. Zupancic--Bozic},
        title           = {Local model networks for the optimization of a tablet production process},
        booktitle       = {IEEE International Conference on Artificial Intelligence and Computational Intelligence (AICI)},
        month           = {Nov.},
        year            = {2009},
        address         = {Shanghai, China}
}

@INPROCEEDINGS{Uzun_Nelles_AVL_09,
        author          = {H. Uzun and O. Nelles},
        title           = {{Erweiterung des Erfahrungsschatzes zur Auswahl zielf\"uhrender Versuchspl\"ane und Modelle durch Simulation}},
        booktitle       = {3. Internationalen Symposiums f\"ur Entwicklungsmethodik},
	month		= {Nov.},
        year            = {2009},
        address         = {Graz, Austria}
}

@INPROCEEDINGS{Baenfer_ICCA_09,
        author          = {O. B\"anfer and O. Nelles},
        title           = {Polynomial Model Tree {(POLYMOT)} - A New Training Algorithm for Local Model Networks with Higher Degree Polynomials},
        booktitle       = {IEEE International Conference on Control and Automation (ICCA)},
        month           = {Dec.},
        year            = {2009},
        pages           = {1571--1576},
        address         = {Christchurch, New Zealand}
}

@INPROCEEDINGS{Hartmann_WCI_2009,
        author          = {B. Hartmann and O. Nelles},
        title           = {Advantages of Hierarchical versus Flat Model Structures for High--Dimensional Mappings},
        booktitle       = {Workshop Computational Intelligence},
        month           = {Dec.},
        year            = {2009},
        address         = {Bommerholz, Germany}
}

@ARTICLE{Hartmann_Zwischenbericht,
        author          = {B. Hartmann and O. Nelles},
        title           = {Zwischenbericht zum {DFG}-Projekt {NE 656/3-1}},
        journal         = {},
        volume          = {},
        number          = {},
        year            = {(2009)},
        pages           = {}
}






@INPROCEEDINGS{Hartmann_WASET_2010,
        author          = {B. Hartmann and O. Nelles},
        title           = {Approximative Tikhonov Regularization for Smoothing Hierarchical Local Model Networks},
        booktitle       = {WASET International Conference on Fuzzy Systems and Neural Computing (ICFSNC)},
        month           = {July},
        year            = {2010},
        address         = {Bali, Indonesien}
}

@INPROCEEDINGS{Hartmann_CCA_2010,
        author          = {B. Hartmann and J. Moll and O. Nelles and C.-P. Fritzen},
        title           = {Modeling of Nonlinear Wave Velocity Characteristics in a Structural Health Monitoring System},
        booktitle       = {IEEE International Conference on Control Applications (CCA)},
        month           = {September},
        year            = {2010},
        address         = {Yokohama, Japan}
}

@INPROCEEDINGS{Ebert_AICI_10,
        author          = {T. Ebert and O. B\"anfer and O. Nelles},
        title           = {Multilayer Perceptron Network with Modified Sigmoid Activation Functions},
        booktitle       = {IEEE International Conference on Artificial Intelligence and Computational Intelligence (AICI)},
        month           = {Oct.},
        year            = {2010},
        address         = {Sanya, China}
}

@INPROCEEDINGS{Baenfer_ICCAS_10,
        author          = {O. B\"anfer and M. Franke and O. Nelles},
        title           = {Adaptive Local Model Networks with Higher Degree Polynomials},
        booktitle       = {IEEE International Conference on Control, Automation and Systems (ICCAS)},
        month           = {Oct.},
        year            = {2010},
        address         = {Gyeonggi-do, Korea}
}

@INPROCEEDINGS{Baenfer_ICARCV_10,
        author          = {O. B\"anfer and B. Hartmann and O. Nelles},
        title           = {Comparison of Different Subset Selection Algorithms for Learning Local Model Networks with Higher Degree Polynomials},
        booktitle       = {IEEE International Conference on Control, Automation, Robotics and Vision (ICARCV)},
        month           = {Dec.},
        year            = {2010},
        address         = {Singapore}
}

@ARTICLE{Moll_Damage,
        author          = {J. Moll and R.T. Schulte and B. Hartmann and C.-P. Fritzen and O. Nelles},
        title           = {Multi-Site Damage Localization in Generally Anisotropic plate-like Structures Using an Active Guided Wave Structural Health Monitoring System},
        journal         = {Smart Materials and Structures},
        year            = {2010},
}

@ARTICLE{Hartmann_Moll_DoE,
        author          = {B. Hartmann and J. Moll and O. Nelles and C.-P. Fritzen},
        title           = {Using a new Design of Experiments {(DoE)} Technique for a Structural Health Monitoring System},
        journal         = {(Geplant zur Publikation)},
        year            = {2010},
}



@ARTICLE{Weymann_MTZ,
        author          = {Hardy Weymann and Friedrich Dinkelacker and Oliver Nelles},
        title           = {Neural Mathematical Model for the Determination of the Combustion Pressure Profile / {Neuronales Berechnungsmodell zur Bestimmung des Brennraumdruckverlaufs}},
        journal         = {MTZ},
	month	= {12},
        year            = {2010},
	pages 	= {32-39}
}

@INPROCEEDINGS{Minor_NAFEMS,
        author          = {T. Minor und O. B\"anfer und O. Nelles und H. Idelberger},
        title           = {Virtual Test Methods to Simulate Variable-Amplitude Fatigue Tests using Local Model Networks},
        booktitle       = {{NAFEMS} Seminar: Simulation-based Fatigue and Lifetime Predictions},
        month           = {Nov.},
        year            = {2010},
        address         = {Wiesbaden, Germany}
}

@ARTICLE{Minor_NAFEMS_Mag,
        author          = {T. Minor und O. B\"anfer und O. Nelles und H. Idelberger},
        title           = {{Virtuelle Versuchstechniken zur Simulation von Betriebsfestigkeitsversuchen unter Anwendung von Neuro-Fuzzy-Methoden}},
        journal         = {NAFEMS Mag},
	month	= {},
        year            = {},
	pages 	= {}
}


@ARTICLE{Hartmann_IEEE_NN,
        author          = {L. Teslic and B. Hartmann and O. Nelles and I. Skrjanc},
        title           = {Nonlinear system identification by Gustafson-Kessel fuzzy clustering and supervised local-model-network learning for the drug-absorption-spectra process},
        journal         = {IEEE Transactions on Neural Networks (eingereicht)},
        volume          = {},
        number          = {},
        year            = {2011},
        pages           = {}
}

@ARTICLE{Hartmann_IEEE_FS,
        author          = {B. Hartmann and O. Nelles and I. Skrjanc and O. Bänfer},
        title           = {Supervised Hierarchical Clustering in Fuzzy Model Identification},
        journal         = {IEEE Transactions on Fuzzy Systems (eingereicht)},
        volume          = {},
        number          = {},
        year            = {2011},
        pages           = {}
}

@INPROCEEDINGS{Bänfer_Nelles_ACC_11,
        author          = {O. B\"anfer and G. Kampmann and O. Nelles},
        title           = {Multi-Step-Ahead Optimal Learning Strategy for Local Model Networks with Higher Degree Polynomials},
        booktitle       = {American Control Conference (ACC)},
        month           = {June},
        year            = {2011},
        address         = {San Francisco, USA}
}

@INPROCEEDINGS{Bänfer_Nelles_CDC_11,
        author          = {O. B\"anfer and B. Hartmann and O. Nelles},
        title           = {{POLYMOT} versus {HILOMOT} -- A Comparison of Two Different Training Algorithms for Local Model Networks},
        booktitle       = {IEEE Conference on Decision and Control and European Control Conference},
        month           = {December},
        year            = {2011},
        address         = {Orlando, USA}
}

@techreport{DFGAntrag2006,
	Author = {O. Nelles},
	Institution = {Universit{\"a}t Siegen, Fachbereich Maschinenbau, Institut f{\"u}r Mechanik und Regelungstechnik -- Mechatronik},
	Title = {Identifikation mit lokalen Modellen basierend auf achsenschr{\"a}gen Unterteilungen des Eingangsraums},
	Type = {DFG Neuantrag},
	Number = {(NE 656/3-1)},
	Year = {2006}}

@techreport{DFGAntrag2009,
	Author = {O. Nelles},
	Institution = {Universit{\"a}t Siegen, Fachbereich Maschinenbau, Institut f{\"u}r Mechanik und Regelungstechnik -- Mechatronik},
	Title = {Identifikation mit lokalen Modellen basierend auf achsenschr{\"a}gen Unterteilungen des Eingangsraums},
	Type = {DFG Fortsetzungsantrag},
	Number = {(NE 656/3-2)},
	Year = {2009}}

@inproceedings{Hartmann_ACC_2011,
	Address = {San Francisco, USA},
	Author = {B. Hartmann and T. Ebert and O. Nelles},
	Booktitle = {American Control Conference (ACC)},
	Date-Added = {2011-05-09 17:07:22 +0200},
	Date-Modified = {2011-05-09 17:20:16 +0200},
	Month = {June},
	Title = {Model-Based Design of Experiments based on Local Model Networks for Nonlinear Processes with Low Noise Levels},
	Year = {2011}}

