"Model and Feature Selection in Hidden Conditional Random Fields with Group Regularization"

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Book	Author(s)	Year	Publisher
Invariant Random Fields on Spaces with a Group Action	Anatoliy Malyarenko	2013	Springer Berlin Heidelberg
Random Effect and Latent Variable Model Selection	David Dunson	2008	Springer New York
Random Fields	C. Preston	1976	Springer Berlin Heidelberg
Random Fields	Chris Preston (auth.)	1976	Springer-Verlag Berlin Heidelberg
Random Fields and Geometry	R. J. Adler; Jonathan E. Taylor	2007	Springer New York
Conditional independence in sample selection models	Joshua David Angrist	1996	Dept. of Economics, Massachusetts Institute of Technology
Random selection in politics /	Carson, Lyn,; Martin, Brian,	1999.	Praeger,
Random Walks, Random Fields, and Disordered Systems	Anton Bovier; David Brydges; Amin Coja-Oghlan; Dmitry Ioffe; Gregory F. Lawler; Marek Biskup; Jiří Černý; Roman Kotecký	1st ed. 2015	Springer International Publishing
Control of Spatially Structured Random Processes and Random Fields with Applications	Ruslan K. Chornei; Hans Daduna; Pavel S. Knopov	2006	Springer US
Markov Random Fields	Yu. A. Rozanov	1982	Springer New York
Stochastic Visibility in Random Fields	Shelemyahu Zacks	1994	Springer New York
Stationary Sequences and Random Fields	Murray Rosenblatt	1985	Birkhäuser Boston
Random fields and their geometry	Robert J. Adler	2006	Birkhauser (Architectural)
Model Selection and Model Averaging	Gerda Claeskens; Nils Lid Hjort	2008-07	Cambridge University Press
Random orderings and the random utility model with independently identically distributed errors	Lewis G. Thomas	1980	College of Commerce and Business Administration, University of Illinois at Urbana-Champaign
Group Selection	George C. Williams	1971	Routledge
Group selection	Williams, George C.	1971	Aldine·Atherton
Recent Advances in Ensembles for Feature Selection	Verónica Bolón-Canedo; Amparo Alonso-Betanzos	1st ed. 2018	Springer International Publishing
Computational Methods of Feature Selection	Huan Liu; Hiroshi Motoda	2007	Routledge
Limit Theorems for Random Fields with Singular Spectrum	Nicolai Leonenko	1999	Springer Netherlands
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Chapter	Author(s)	Book	Book Authors	Year	Publisher
Model and Feature Selection in Hidden Conditional Random Fields with Group Regularization	Rodrigo Cilla; Miguel A. Patricio; Antonio Berlanga; José M. Molina	Hybrid Artificial Intelligent Systems: 8th International Conference, HAIS 2013, Salamanca, Spain, September 11-13, 2013. Proceedings	Jeng-Shyang Pan; Marios M. Polycarpou; Michal Wozniak; André C.P.L.F. de Carvalho; Héctor Quintian	2013	Springer Berlin Heidelberg
62 Hidden Conditional Random Fields		Person Re-Identification	Shaogang Gong, Marco Cristani, Shuicheng Yan; Chen Change Loy		Springer London
Conditional Random Fields		Computer Vision: A Reference Guide	Katsushi Ikeuchi	2014	Springer US
Conditional Random Fields		Computer Vision: A Reference Guide	Katsushi Ikeuchi	2nd ed. 2021	Springer International Publishing
Conditional random fields		Bayesian Reasoning and Machine Learning	David Barber	2011	Cambridge University Press
Conditional random fields		Mastering Java Machine Learning	Kamath, Dr Uday	2017	Packt Publishing
Conditional random fields		Linguistic structure prediction	Noah A. Smith	2011	Morgan & Claypool
Conditional random fields		Bayesian Reasoning and Machine Learning	David Barber
Conditional random fields		Natural Language Processing	Jacob Eisenstein	2018	MIT Press, and are posted here under the Creative Commons license CC-BY-NC-ND
Conditional Random Fields		Lifelong Machine Learning [2nd ed. ]	Zhiyuan Chen, Bing Liu	2018	Morgan & Claypool
Maximizing Edit Distance Accuracy with Hidden Conditional Random Fields	Antoine Vinel; Thierry Artières	Computer Analysis of Images and Patterns: 15th International Conference, CAIP 2013, York, UK, August 27-29, 2013, Proceedings, Part I	Richard Wilson; Edwin Hancock; Adrian Bors; William Smith	2013	Springer Berlin Heidelberg
Feature selection by regularization		Python: Real World Machine Learning	Prateek Joshi; Luca Massaron; John Hearty	2017	Packt Publishing
Feature Selection in Conditional Random Fields for Map Matching of GPS Trajectories	Jian Yang; Liqiu Meng	Progress in Location-Based Services 2014	Georg Gartner; Haosheng Huang	2015	Springer International Publishing
Feature selection with random forests		Mastering Machine Learning with R: Advanced machine learning techniques for building smart applications with R 3. 5, 3rd Edition	Cory Lesmeister	2019	Packt Publishing
Feature Selection with random forests		Mastering machine learning with R: advanced prediction, algorithms, and learning methods with R 3. x	Lesmeister, Cory	2017	Packt Publishing Limited
Random Feature Selection		Thoughtful Machine Learning With Python	matthew kirk	2017-01-27	Oriely
Model selection and regularization		Practical machine learning cookbook: resolving and offering solutions to your machine learning problems with R	Tripathi, Atul	2017	Packt Publishing
Model Selection and Regularization		Practical machine learning cookbook	Atul Tripathi	2017	Packt Publishing
Chunking in Turkish with Conditional Random Fields	Olcay Taner Yıldız; Ercan Solak; Razieh Ehsani; Onur Görgün	Computational Linguistics and Intelligent Text Processing: 16th International Conference, CICLing 2015, Cairo, Egypt, April 14-20, 2015, Proceedings, Part I	Alexander Gelbukh	2015	Springer International Publishing
Variational Hidden Conditional Random Fields with Coupled Dirichlet Process Mixtures	Konstantinos Bousmalis; Stefanos Zafeiriou; Louis–Philippe Morency; Maja Pantic; Zoubin Ghahramani	Machine Learning and Knowledge Discovery in Databases: European Conference, ECML PKDD 2013, Prague, Czech Republic, September 23-27, 2013, Proceedings, Part II	Hendrik Blockeel; Kristian Kersting; Siegfried Nijssen; Filip Železný	2013	Springer Berlin Heidelberg
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