activity
20202023
most citedStatistical detection of format dialects using the weighted Dowker complex

6 citations · 7 across the 4 of their papers we have counts for

collaborators

5 papers

cs.DS2023

Formal Concept Lattice Representations and Algorithms for Hypergraphs

Michael G. Rawson, Audun Myers, Robert Green +2

There is increasing focus on analyzing data represented as hypergraphs, which are better able to express complex relationships amongst entities than are graphs. Much of the critica…

cs.PL2023

Unsupervised clustering of file dialects according to monotonic decompositions of mixtures

Michael Robinson, Tate Altman, Denley Lam +1

This paper proposes an unsupervised classification method that partitions a set of files into non-overlapping dialects based upon their behaviors, determined by messages produced b…

cs.CE2022★ 6 cited

Statistical detection of format dialects using the weighted Dowker complex

Michael Robinson, Letitia W. Li, Cory Anderson +1

This paper provides an experimentally validated, probabilistic model of file behavior when consumed by a set of pre-existing parsers. File behavior is measured by way of a standard…

math.GT2021★ 1 cited

Metric Comparisons of Relations

Kenneth P. Ewing, Michael Robinson

This paper defines a new pseudometric for binary relations between finite sets that measures consensus among subsets. The main results are (1) a concise restatement of this pseudom…

cs.OH2020

Looking for non-compliant documents using error messages from multiple parsers

Michael Robinson

Whether a file is accepted by a single parser is not a reliable indication of whether a file complies with its stated format. Bugs within both the parser and the format specificati…