Topological Data Structures

Research in this cluster focuses on the analysis and design of data structures from a topological perspective. It emphasizes understanding data organization through various hierarchical structures for improved efficiency.

data structures

topology

hierarchical organization

data analysis

information retrieval

5,858 papers

Parent topic: Data Integration and Management

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Papers Over Time

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Top Papers

Finding Groups In Data

1990 · 5,511 citations

The Quadtree And Related Hierarchical Data Structures

1984 · 1,509 citations

Topology And Data

2009 · 1,405 citations

Theory-Guided Data Science: A New Paradigm For Scientific Discovery From Data

2017 · 881 citations

Barcodes: The Persistent Topology Of Data

2007 · 738 citations

A Comparison Of Approaches To Large-Scale Data Analysis

2009 · 661 citations

TURBOVEG, A Comprehensive Data Base Management System For Vegetation Data

2001 · 660 citations

Datasheets For Datasets

2021 · 648 citations

A Data Structure For Dynamic Trees

1983 · 640 citations

Data Science And Prediction

2013 · 582 citations

1986 · 486 citations

50 Years Of Data Science

2017 · 448 citations

A Primitive Operator For Similarity Joins In Data Cleaning

2006 · 390 citations

Data Analysis WorkbeNch(DAWN)

2015 · 384 citations

On Closed World Data Bases

1978 · 366 citations

The Promise And Perils Of Alternative Forms Of Data Representation

1997 · 308 citations

2018 · 282 citations

An Introduction To Topological Data Analysis: Fundamental And Practical Aspects For Data Scientists

2021 · 279 citations

The TV-tree: An Index Structure For High-Dimensional Data

1994 · 278 citations

1998 · 276 citations