29 citations · 36 across the 4 of their papers we have counts for
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cs.LG2019★ 2 cited
High Utility Interval-Based Sequences
S. Mohammad Mirbagheri, Howard J. Hamilton
Sequential pattern mining is an interesting research area with broad range of applications. Most prior research on sequential pattern mining has considered point-based data where e…
cs.LG2019★ 4 cited
FIBS: A Generic Framework for Classifying Interval-based Temporal Sequences
S. Mohammad Mirbagheri, Howard J. Hamilton
We study the problem of classifying interval-based temporal sequences (IBTSs). Since common classification algorithms cannot be directly applied to IBTSs, the main challenge is to…
cs.LG2010★ 29 cited
Generation and Interpretation of Temporal Decision Rules
Kamran Karimi, Howard J. Hamilton
We present a solution to the problem of understanding a system that produces a sequence of temporally ordered observations. Our solution is based on generating and interpreting a s…