7 citations · 7 across the 3 of their papers we have counts for
3 papers
Molecular Graph Generation by Decomposition and Reassembling
Masatsugu Yamada, Mahito Sugiyama
Designing molecular structures with desired chemical properties is an essential task in drug discovery and material design. However, finding molecules with the optimized desired pr…
Identifying Higher-order Combinations of Binary Features
Felipe Llinares, Mahito Sugiyama, Karsten M. Borgwardt
Finding statistically significant interactions between binary variables is computationally and statistically challenging in high-dimensional settings, due to the combinatorial expl…
Significant Subgraph Mining with Multiple Testing Correction
Mahito Sugiyama, Felipe Llinares López, Niklas Kasenburg +1
The problem of finding itemsets that are statistically significantly enriched in a class of transactions is complicated by the need to correct for multiple hypothesis testing. Prun…