Optimal model selection for posture recognition in home-based healthcare
暂无分享,去创建一个
Matthias Baumgarten | Huiru Zheng | Chris Nugent | Paul McCullagh | Shumei Zhang | Huiru Zheng | C. Nugent | P. Mccullagh | Shumei Zhang | M. Baumgarten
[1] B. G. Celler,et al. Classification of basic daily movements using a triaxial accelerometer , 2004, Medical and Biological Engineering and Computing.
[2] M. Kolehmainen,et al. Cow behaviour pattern recognition using a three-dimensional accelerometer and support vector machines , 2009 .
[3] Shigeo Abe,et al. Fast Training of Support Vector Machines by Extracting Boundary Data , 2001, ICANN.
[4] Gerhard Tröster,et al. SMASH: a distributed sensing and processing garment for the classification of upper body postures , 2008, BODYNETS.
[5] Pedro M. Domingos,et al. On the Optimality of the Simple Bayesian Classifier under Zero-One Loss , 1997, Machine Learning.
[6] Alex Pentland,et al. Wearable feedback systems for rehabilitation , 2005, Journal of NeuroEngineering and Rehabilitation.
[7] Chih-Jen Lin,et al. LIBSVM: A library for support vector machines , 2011, TIST.
[8] Ian H. Witten,et al. Data mining - practical machine learning tools and techniques, Second Edition , 2005, The Morgan Kaufmann series in data management systems.
[9] R. Kass,et al. Multiple neural spike train data analysis: state-of-the-art and future challenges , 2004, Nature Neuroscience.
[10] J. B. J. Bussmann,et al. Measuring daily behavior using ambulatory accelerometry: The Activity Monitor , 2001, Behavior research methods, instruments, & computers : a journal of the Psychonomic Society, Inc.
[11] Eibe Frank,et al. Combining Naive Bayes and Decision Tables , 2008, FLAIRS.
[12] Ingo Mierswa,et al. YALE: rapid prototyping for complex data mining tasks , 2006, KDD '06.
[13] R. Fletcher. Practical Methods of Optimization , 1988 .
[14] Chih-Jen Lin,et al. A comparison of methods for multiclass support vector machines , 2002, IEEE Trans. Neural Networks.
[15] Pat Morin,et al. Output-Sensitive Algorithms for Computing Nearest-Neighbour Decision Boundaries , 2005, Discret. Comput. Geom..
[16] Rita Cucchiara,et al. Probabilistic posture classification for Human-behavior analysis , 2005, IEEE Transactions on Systems, Man, and Cybernetics - Part A: Systems and Humans.
[17] Friedrich Foerster,et al. Detection of posture and motion by accelerometry : a validation study in ambulatory monitoring , 1999 .
[18] Ling Bao,et al. Activity Recognition from User-Annotated Acceleration Data , 2004, Pervasive.
[19] Gérard Dreyfus,et al. Single-layer learning revisited: a stepwise procedure for building and training a neural network , 1989, NATO Neurocomputing.
[20] S. Halgamuge,et al. Reducing the Number of Training Samples for Fast Support Vector Machine Classification , 2004 .
[21] V. Vapnik. Pattern recognition using generalized portrait method , 1963 .
[22] HyungDal Park,et al. A study on the activity classification using a triaxial accelerometer , 2003, Proceedings of the 25th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (IEEE Cat. No.03CH37439).
[23] Rita Cucchiara,et al. A machine learning approach for human posture detection in domotics applications , 2003, 12th International Conference on Image Analysis and Processing, 2003.Proceedings..
[24] G. Tröster,et al. Sensor for Measuring Strain in Textile , 2008, Sensors.
[25] Ian H. Witten,et al. Data mining: practical machine learning tools and techniques, 3rd Edition , 1999 .
[26] Chia-Feng Juang,et al. Human Body Posture Classification by a Neural Fuzzy Network and Home Care System Application , 2007, IEEE Transactions on Systems, Man, and Cybernetics - Part A: Systems and Humans.
[27] T. M. Williams,et al. Practical Methods of Optimization. Vol. 1: Unconstrained Optimization , 1980 .
[28] Shigeo Abe. Support Vector Machines for Pattern Classification , 2010, Advances in Pattern Recognition.
[29] François Brémond,et al. Applying 3D human model in a posture recognition system , 2006, Pattern Recognit. Lett..
[30] Eliathamby Ambikairajah,et al. Classification of a known sequence of motions and postures from accelerometry data using adapted Gaussian mixture models. , 2006, Physiological measurement.
[31] O Karhu,et al. Correcting working postures in industry: A practical method for analysis. , 1977, Applied ergonomics.
[32] Michael L. Littman,et al. Activity Recognition from Accelerometer Data , 2005, AAAI.
[33] Huiru Zheng,et al. A theoretic algorithm for fall and motionless detection , 2009, 2009 3rd International Conference on Pervasive Computing Technologies for Healthcare.