37 citations · 169 across the 28 of their papers we have counts for
4 papers · 1 filter
Probabilistic index maps for modeling natural signals
Nebojsa Jojic, Yaron Caspi, Manuel Reyes-Gomez
One of the major problems in modeling natural signals is that signals with very similar structure may locally have completely different measurements, e.g., images taken under diffe…
Joint discovery of haplotype blocks and complex trait associations from SNP sequences
Nebojsa Jojic, Vladimir Jojic, David Heckerman
Haplotypes, the global patterns of DNA sequence variation, have important implications for identifying complex traits. Recently, blocks of limited haplotype diversity have been dis…
Discovering Patterns in Biological Sequences by Optimal Segmentation
Joseph Bockhorst, Nebojsa Jojic
Computational methods for discovering patterns of local correlations in sequences are important in computational biology. Here we show how to determine the optimal partitioning of…
Multidimensional counting grids: Inferring word order from disordered bags of words
Nebojsa Jojic, Alessandro Perina
Models of bags of words typically assume topic mixing so that the words in a single bag come from a limited number of topics. We show here that many sets of bag of words exhibit a…