Merge pull request stumpy-dev#1 from 0xflotus/patch-1

fixed small errors

Author: 0xflotus

README.rst

@@ -239,11 +239,11 @@ References
 .. _matrix profile:
 .. _publications:
 
-Yeh, Chin-Chia Michael, et al. (2016) Matrix Profile I: All Pairs Similarity Joins for Time Series: A Unifiying View that Includes Motifs, Discords, and Shapelets. ICDM:1317-1322. `Link <https://ieeexplore.ieee.org/abstract/document/7837992>`__
+Yeh, Chin-Chia Michael, et al. (2016) Matrix Profile I: All Pairs Similarity Joins for Time Series: A Unifying View that Includes Motifs, Discords, and Shapelets. ICDM:1317-1322. `Link <https://ieeexplore.ieee.org/abstract/document/7837992>`__
 
 Zhu, Yan, et al. (2016) Matrix Profile II: Exploiting a Novel Algorithm and GPUs to Break the One Hundred Million Barrier for TIme Series Motifs and Joins. ICDM:739-748. `Link <https://ieeexplore.ieee.org/abstract/document/7837898>`__
 
-Yeh, Chin-Chia Michael, et al. (2017) Matrix Profile VI: Meaningful Multidimensional Motif Disocvery. ICDM:565-574. `Link <https://ieeexplore.ieee.org/abstract/document/8215529>`__ 
+Yeh, Chin-Chia Michael, et al. (2017) Matrix Profile VI: Meaningful Multidimensional Motif Discovery. ICDM:565-574. `Link <https://ieeexplore.ieee.org/abstract/document/8215529>`__ 
 
 Zhu, Yan, et al. (2017) Matrix Profile VII: Time Series Chains: A New Primitive for Time Series Data Mining. ICDM:695-704. `Link <https://ieeexplore.ieee.org/abstract/document/8215542>`__