activity
20092020
most citedDeep Robust Framework for Protein Function Prediction using Variable-Length Protein Sequences

44 citations · 52 across the 14 of their papers we have counts for

collaborators

14 papers

cs.DS2020

Testing the Agreement of Trees with Internal Labels

David Fernández-Baca, Lei Liu

The input to the agreement problem is a collection of phylogenetic trees, called input trees, over partially overlapping sets of taxa. The question…

q-bio.PE2019

EvoZip: Efficient Compression of Large Collections of Evolutionary Trees

Balanand Jha, David Fernández-Baca, Akshay Deepak +1

Phylogenetic trees represent evolutionary relationships among sets of organisms. Popular phylogenetic reconstruction approaches typically yield hundreds to thousands of trees on a…

cs.LG2018★ 44 cited

Deep Robust Framework for Protein Function Prediction using Variable-Length Protein Sequences

Ashish Ranjan, Md Shah Fahad, David Fernandez-Baca +2

Amino acid sequence portrays most intrinsic form of a protein and expresses primary structure of protein. The order of amino acids in a sequence enables a protein to acquire a part…

cs.DS2016

Fast Compatibility Testing for Phylogenies with Nested Taxa

Yun Deng, David Fernández-Baca

Semi-labeled trees are phylogenies whose internal nodes may be labeled by higher-order taxa. Thus, a leaf labeled Mus musculus could nest within a subtree whose root node is labele…

cs.DS2015★ 2 cited

Fast Compatibility Testing for Rooted Phylogenetic Trees

Yun Deng, David Fernández-Baca

We consider the following basic problem in phylogenetic tree construction. Let be a collection of rooted phylogenetic trees over various subset…

cs.DS2015★ 1 cited

Constructing and Employing Tree Alignment Graphs for Phylogenetic Synthesis

Ruchi Chaudhary, David Fernandez-Baca, J. Gordon Burleigh

Tree alignment graphs (TAGs) provide an intuitive data structure for storing phylogenetic trees that exhibits the relationships of the individual input trees and can potentially ac…

cs.DM2013★ 1 cited

Characterizing Compatibility and Agreement of Unrooted Trees via Cuts in Graphs

Sudheer Vakati, David Fernández-Baca

Deciding whether there is a single tree -a supertree- that summarizes the evolutionary information in a collection of unrooted trees is a fundamental problem in phylogenetics. We c…

cs.DM2012

On Two Graph-Theoretic Characterizations of Tree Compatibility

Sudheer Vakati, David Fernández-Baca

Deciding whether a collection of unrooted trees is compatible is a fundamental problem in phylogenetics. Two different graph-theoretic characterizations of tree compatibility have…

cs.DS2012★ 2 cited

Inferring Species Trees from Incongruent Multi-Copy Gene Trees Using the Robinson-Foulds Distance

Ruchi Chaudhary, J. Gordon Burleigh, David Fernández-Baca

We present a new method for inferring species trees from multi-copy gene trees. Our method is based on a generalization of the Robinson-Foulds (RF) distance to multi-labeled trees…

cs.DS2012★ 1 cited

Extracting Conflict-free Information from Multi-labeled Trees

Akshay Deepak, David Fernández-Baca, Michelle M. McMahon

A multi-labeled tree, or MUL-tree, is a phylogenetic tree where two or more leaves share a label, e.g., a species name. A MUL-tree can imply multiple conflicting phylogenetic relat…

math.CO2012

Improved Lower Bounds on the Compatibility of Multi-State Characters

Brad Shutters, Sudheer Vakati, David Fernández-Baca

We study a long standing conjecture on the necessary and sufficient conditions for the compatibility of multi-state characters: There exists a function such that, for any se…

cs.DS2011

A Simple Characterization of the Minimal Obstruction Sets for Three-State Perfect Phylogenies

Brad Shutters, David Fernández-Baca

Lam, Gusfield, and Sridhar (2009) showed that a set of three-state characters has a perfect phylogeny if and only if every subset of three characters has a perfect phylogeny. They…

cs.DM2010

Graph Triangulations and the Compatibility of Unrooted Phylogenetic Trees

Sudheer Vakati, David Fernández-Baca

We characterize the compatibility of a collection of unrooted phylogenetic trees as a question of determining whether a graph derived from these trees --- the display graph --- has…

cs.DS2009★ 1 cited

Comparing and Aggregating Partially Resolved Trees

Mukul S. Bansal, Jianrong Dong, David Fernández-Baca

We define, analyze, and give efficient algorithms for two kinds of distance measures for rooted and unrooted phylogenies. For rooted trees, our measures are based on the topologies…