In 2002, the UCR time series classification archive was first released with sixteen datasets.
Reading the bibliography…
N. Birbaumer, N. Ghanayim, T. Hinterberger, I. Iversen, B. Kotchoubey, A. Kübler, J. Perelmouter, E. Taub, and H. Flor, “A spelling device for the paralysed,” Nature
1999
Earlier work this paper cites.
M. Kudo, J. Toyama, and M. Shimbo, “Multidimensional curve classification using passing-through regions,” Pattern Recognition Letters
1999
Earlier work this paper cites.
F. Alimoğlu and E. Alpaydin, “Combining multiple representations for pen-based handwritten digit recognition,” Turkish Journal of Electrical Engineering & Computer Sciences
2001
Earlier work this paper cites.
B. Blankertz, G. Curio, and K.-R. Müller, “Classifying single trial eeg: Towards brain computer interfacing,” in Advances in neural information processing systems
2002
Earlier work this paper cites.
G. Moody, “Spontaneous termination of atrial fibrillation: a challenge from physionet and computers in cardiology 2004,” in Computers in Cardiology, 2004
2004
Earlier work this paper cites.
M. H. Ko, G. West, S. Venkatesh, and M. Kumar, “Online context recognition in multisensor systems using dynamic time warping,” in Intelligent Sensors, Sensor Networks and Information Processing Conference, 2005. Proceedings of the 2005 International Conference on
2005
Earlier work this paper cites.
T. Lal, T. Hinterberger, G. Widman, M. Schröder, N. J. Hill, W. Rosenstiel, C. E. Elger, N. Birbaumer, and B. Schölkopf, “Methods towards invasive human brain computer interfaces,” in Advances in neural information processing systems
2005
Earlier work this paper cites.
B. Williams, M. Toussaint, and A. J. Storkey, “Modelling motion primitives and their timing in biologically executed movements,” in Advances in neural information processing systems
2008
Earlier work this paper cites.
J. Liu, L. Zhong, J. Wickramasuriya, and V. Vasudevan, “uwave: Accelerometer-based personalized gesture recognition and its applications,” Pervasive and Mobile Computing
2009
Earlier work this paper cites.
N. Hammami and M. Sellam, “Tree distribution classifier for automatic spoken arabic digit recognition,” in Internet Technology and Secured Transactions, 2009. ICITST 2009. International Conference for
2009
Cited alongside, same era.
M. Cuturi, “Fast global alignment kernels,” in Proceedings of the 28th international conference on machine learning (ICML-11)
2011
Cited alongside, same era.
J. Wang, A. Balasubramanian, L. M. de La Vega, J. R. Green, A. Samal, and B. Prabhakaran, “Word recognition from continuous articulatory movement time-series data using symbolic representations,” in Proceedings of the Fourth Workshop on Speech and Language Processing for Assistive Technologies
2013
Cited alongside, same era.
A. E. Brown, E. I. Yemini, L. J. Grundy, T. Jucikas, and W. R. Schafer, “A dictionary of behavioral motifs reveals clusters of genes affecting caenorhabditis elegans locomotion,” Proceedings of the National Academy of Sciences
2013
Cited alongside, same era.
E. Yemini, T. Jucikas, L. J. Grundy, A. E. Brown, and W. R. Schafer, “A database of caenorhabditis elegans behavioral phenotypes,” Nature methods
2013
Cited alongside, same era.
Y. Chen, A. Why, G. Batista, A. Mafra-Neto, and E. Keogh, “Flying insect classification with inexpensive sensors,” Journal of insect behavior
2014
Cited alongside, same era.
H. Hamooni and A. Mueen, “Dual-domain hierarchical classification of phonetic time series,” in Proc. IEEE International Conference on Data Mining
2014
Cited alongside, same era.
M. Wilhelm, D. Krakowczyk, F. Trollmann, and S. Albayrak, “ering: multiple finger gesture recognition with one ring using an electric field,” in Proceedings of the 2nd international Workshop on Sensor-based Activity Recognition and Interaction
2015
Cited alongside, same era.
V. Behravan, N. E. Glover, R. Farry, P. Y. Chiang, and M. Shoaib, “Rate-adaptive compressed-sensing and sparsity variance of biomedical signals,” in 2015 IEEE 12th International Conference on Wearable and Implantable Body Sensor Networks (BSN)
2015
Cited alongside, same era.
M. Shokoohi-Yekta, J. Wang, and E. Keogh, “On the non-trivial generalization of dynamic time warping to the multi-dimensional case,” in Proceedings of the 2015 SIAM International Conference on Data Mining
2015
Later among the works it cites.
J. R. Villar, P. Vergara, M. Menéndez, E. de la Cal, V. M. González, and J. Sedano, “Generalized models for the classification of abnormal movements in daily life and its applicability to epilepsy convulsion recognition,” International journal of neural systems
2016
Later among the works it cites.
D. B. Dias and S. M. Peres, “Algoritmos bio-inspirados aplicados ao reconhecimento de padroes da libras: enfoque no parâmetro movimento,” 16 ˆAo Simpósio Internacional de Iniciaçao Cientıfica da Universidade de Sao Paulo
2016
Later among the works it cites.
A. Bagnall, J. Lines, A. Bostrom, J. Large, and E. Keogh, “The great time series classification bake off: a review and experimental evaluation of recent algorithmic advances,” Data Mining and Knowledge Discovery
2017
Later among the works it cites.
M. Shokoohi-Yekta, B. Hu, H. Jin, J. Wang, and E. Keogh, “Generalizing DTW to the multi-dimensional case requires an adaptive approach,” Data Mining and Knowledge Discovery
2017
Later among the works it cites.
N. Ghouaiel, P.-F. Marteau, and M. Dupont, “Continuous pattern detection and recognition in stream-a benchmark for online gesture recognition,” International Journal of Applied Pattern Recognition
2017
Later among the works it cites.
2018
Closest in time.
J. Large, E. K. Kemsley, N. Wellner, I. Goodall, and A. Bagnall, “Detecting forged alcohol non-invasively through vibrational spectroscopy and machine learning,” in Pacific-Asia Conference on Knowledge Discovery and Data Mining
2018
Closest in time.
2018
Closest in time.
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…