Feature Extraction Technique - Summarizing a Sequence of Data
would LOVE to see a box written which collected case studies on feature engineering / extraction


Please advise if this helps 


Discretization of Time Series Data 
http://arxiv.org/ftp/q-bio/papers/0505/0505028.pdf
Optimizing Time Series Discretization for Knowledge Discovery
https://www.uni-marburg.de/fb12/datenbionik/pdf/pubs/2005/moerchen05optimizing
Experiencing SAX: a Novel Symbolic Representation of Time Series
http://cs.gmu.edu/~jessica/SAX_DAMI_preprint.pdf
Indexing for Interactive Exploration of Big Data Series
http://acs.ict.ac.cn/storage/slides/Indexing_for_Interactive_Exploration_of_Big_Data_Series.pdf
Generalized Feature Extraction for Structural Pattern Recognition in
Time-series Data
http://www.semanticscholar.org/paper/Generalized-Feature-Extraction-for-Structural-Olszewski-Maxion/7838bcd87bb6616e9fd3ffd92d4676a7082da34c
Computing and Visualizing Dynamic Time Warping Alignments in R: The dtw Package
https://cran.r-project.org/web/packages/dtw/vignettes/dtw.pdf