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Choosing non‐redundant representative subsets of protein sequence data sets using submodular optimization

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1002/cyto.a.20430openalex-snapshot
A multi‐model approach to simultaneous segmentation and classification of heterogeneous populations of cell nuclei in 3D confocal microscope images
inferredcites →https://doi.org/10.1002/pro.5560010313openalex-snapshot
Selection of representative protein data sets
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Basic Local Alignment Search Tool
inferredcites →https://doi.org/10.1006/jmbi.1995.0159openalex-snapshot
SCOP: A structural classification of proteins database for the investigation of sequences and structures
inferredcites →https://doi.org/10.1007/978-3-642-68874-4_10openalex-snapshot
Submodular functions and convexity
inferredcites →https://doi.org/10.1007/bf01588971openalex-snapshot
An analysis of approximations for maximizing submodular set functions—I
inferredcites →https://doi.org/10.1007/bf01753431openalex-snapshot
Cores of convex games
inferredcites →https://doi.org/10.1007/bf02579435openalex-snapshot
An analysis of the greedy algorithm for the submodular set covering problem
inferredcites →https://doi.org/10.1007/bfb0006528openalex-snapshot
Accelerated greedy algorithms for maximizing submodular set functions
inferredcites →https://doi.org/10.1007/bfb0121195openalex-snapshot
An analysis of approximations for maximizing submodular set functions—II
inferredcites →https://doi.org/10.1016/s0167-5060(05)x8001-3openalex-snapshot
Submodular Functions and Optimization
inferredcites →https://doi.org/10.1016/s0167-5060(08)70678-2openalex-snapshot
Chapter 9 Submodular Functions
inferredcites →https://doi.org/10.1016/s0168-9525(00)02024-2openalex-snapshot
EMBOSS: The European Molecular Biology Open Software Suite
inferredcites →https://doi.org/10.1038/490479aopenalex-snapshot
Planetary science: The search for Earth's twin
inferredcites →https://doi.org/10.1038/nature11234openalex-snapshot
Structure, function and diversity of the healthy human microbiome
inferredcites →https://doi.org/10.1057/jors.1991.208openalex-snapshot
Discrete Location Theory
inferredcites →https://doi.org/10.1073/pnas.0308067101openalex-snapshot
Protein ranking: From local to global structure in the protein similarity network
inferredcites →https://doi.org/10.1093/bioinformatics/14.5.423openalex-snapshot
Removing near-neighbour redundancy from large protein sequence collections.
inferredcites →https://doi.org/10.1093/bioinformatics/14.9.783openalex-snapshot
Domain identification by clustering sequence alignments.
inferredcites →https://doi.org/10.1093/bioinformatics/16.5.451openalex-snapshot
GeneRAGE: a robust algorithm for sequence clustering and domain detection
inferredcites →https://doi.org/10.1093/bioinformatics/17.3.282openalex-snapshot
Clustering of highly homologous sequences to reduce the size of large protein databases
inferredcites →https://doi.org/10.1093/bioinformatics/8.5.461openalex-snapshot
Clustering cDNA sequences
inferredcites →https://doi.org/10.1093/bioinformatics/btg224openalex-snapshot
PISCES: a protein sequence culling server
inferredcites →https://doi.org/10.1093/bioinformatics/btl158openalex-snapshot
Cd-hit: a fast program for clustering and comparing large sets of protein or nucleotide sequences
inferredcites →https://doi.org/10.1093/bioinformatics/btq461openalex-snapshot
Search and clustering orders of magnitude faster than BLAST
inferredcites →https://doi.org/10.1093/nar/25.17.3389openalex-snapshot
Gapped BLAST and PSI-BLAST: a new generation of protein database search programs
inferredcites →https://doi.org/10.1093/nar/28.1.254openalex-snapshot
The ASTRAL compendium for protein structure and sequence analysis
inferredcites →https://doi.org/10.1093/nar/30.7.1575openalex-snapshot
An efficient algorithm for large-scale detection of protein families
inferredcites →https://doi.org/10.1093/nar/gkj515openalex-snapshot
Spectral clustering of protein sequences
inferredcites →https://doi.org/10.1109/focs.2012.73openalex-snapshot
A Tight Linear Time (1/2)-Approximation for Unconstrained Submodular Maximization
inferredcites →https://doi.org/10.1109/icassp.2013.6639057openalex-snapshot
Submodular feature selection for high-dimensional acoustic score spaces
inferredcites →https://doi.org/10.1109/icassp.2014.6854213openalex-snapshot
Submodular subset selection for large-scale speech training data
inferredcites →https://doi.org/10.1109/icde.2003.1260785openalex-snapshot
CLUSEQ: efficient and effective sequence clustering
inferredcites →https://doi.org/10.1126/science.1136800openalex-snapshot
Clustering by Passing Messages Between Data Points
inferredcites →https://doi.org/10.1137/090779346openalex-snapshot
Maximizing Non-monotone Submodular Functions
inferredcites →https://doi.org/10.1145/285055.285059openalex-snapshot
A threshold of ln n for approximating set cover
inferredcites →https://doi.org/10.1186/1471-2105-14-248openalex-snapshot
kClust: fast and sensitive clustering of large protein sequence databases
inferredcites →https://doi.org/10.1186/s13059-016-1089-7openalex-snapshot
Choosing panels of genomics assays using submodular optimization
inferredcites →https://doi.org/10.1201/9780203494455.ch1openalex-snapshot
Combinatorial Optimization
inferredcites →https://doi.org/10.1371/journal.pone.0055484openalex-snapshot
Maximising the Size of Non-Redundant Protein Datasets Using Graph Theory
inferredcites →https://doi.org/10.1515/9781400822539openalex-snapshot
Supermodularity and Complementarity
inferredcites →https://doi.org/10.3115/v1/d14-1014openalex-snapshot
Submodularity for Data Selection in Machine Translation
inferredcites →https://doi.org/10.6026/97320630005234openalex-snapshot
Protein sequence redundancy reduction: comparison of various methods

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.1002/prot.25669openalex-snapshot
Scalable remote homology detection and fold recognition in massive protein networks
inferred← citeshttps://doi.org/10.1007/978-1-4614-6624-6_89-1openalex-snapshot
Practical Submodular Maximization: A Primer
inferred← citeshttps://doi.org/10.1007/s00453-022-01071-2openalex-snapshot
Practical Budgeted Submodular Maximization
inferred← citeshttps://doi.org/10.1007/s40305-025-00640-wopenalex-snapshot
Introducing k-Replaceable Systems: A New Framework in Independent Systems
inferred← citeshttps://doi.org/10.1038/s41598-025-85165-1openalex-snapshot
Identifying representative sequences of protein families using submodular optimization
inferred← citeshttps://doi.org/10.1093/bioinformatics/btaa815openalex-snapshot
Enhancing statistical power in temporal biomarker discovery through representative shapelet mining
inferred← citeshttps://doi.org/10.1093/bioinformatics/btaa830openalex-snapshot
Prioritizing transcriptomic and epigenomic experiments using an optimization strategy that leverages imputed data
inferred← citeshttps://doi.org/10.1093/ismeco/ycae042openalex-snapshot
Quantifying microbial guilds
inferred← citeshttps://doi.org/10.1109/tcbb.2019.2935437openalex-snapshot
SPADIS: An Algorithm for Selecting Predictive and Diverse SNPs in GWAS
inferred← citeshttps://doi.org/10.1145/3388440.3412409openalex-snapshot
Submodular sketches of single-cell RNA-seq measurements
inferred← citeshttps://doi.org/10.1145/3580305.3599259openalex-snapshot
Approximation Algorithms for Size-Constrained Non-Monotone Submodular Maximization in Deterministic Linear Time
inferred← citeshttps://doi.org/10.1186/s13059-020-02229-3openalex-snapshot
Reference flow: reducing reference bias using multiple population genomes
inferred← citeshttps://doi.org/10.1609/aaai.v35i9.16998openalex-snapshot
Nearly Linear-Time, Parallelizable Algorithms for Non-Monotone Submodular Maximization
inferred← citeshttps://doi.org/10.1613/jair.1.14323openalex-snapshot
Practical and Parallelizable Algorithms for Non-Monotone Submodular Maximization with Size Constraint
inferred← citeshttps://doi.org/10.4230/lipics.isaac.2020.64openalex-snapshot
Weakly Submodular Function Maximization Using Local Submodularity Ratio
inferred← citeshttps://doi.org/10.64659/jomi/220238openalex-snapshot
Computational Structural Analysis and Interaction Network Profiling of Lipases: Implications for Biomedical and Therapeutic Applications
inferred← citeshttps://doi.org/10.64898/2026.04.17.719243openalex-snapshot
Bi-level diversity optimisation for representative protein panel selection
inferred← citeshttps://doi.org/10.64898/2026.06.17.732946openalex-snapshot
ReSeT: a taxonomy-aware reference genome selection tool
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