Get started
Keyword

Mapper algorithm

Description: A topological data analysis method that summarizes the shape of high-dimensional data as a graph using overlapping clusters and their connectivity.
OpenAlex ID: keywords/mapper-algorithm
Topological Methods for the Analysis of High Dimensional Data Sets and 3D Object Recognition
2007 · Singh, Gurjeet, Memoli, Facundo, et al. · Eurographics · 513
Kepler Mapper: A flexible Python implementation of the Mapper algorithm.
2019 · Hendrik van Veen, Nathaniel Saul, et al. · The Journal of Open Source Software · 90
PDF
SFCM: A Fuzzy Clustering Algorithm of Extracting the Shape Information of Data
2020 · Quang-Thinh Bui, Bay Vo, et al. · IEEE Transactions on Fuzzy Systems · 60
Generating dynamical neuroimaging spatiotemporal representations (DyNeuSR) using topological data analysis
2019 · Caleb Geniesse, Olaf Sporns, et al. · Network Neuroscience · 59
PDF
F-Mapper: A Fuzzy Mapper clustering algorithm
2019 · Quang-Thinh Bui, Bay Vo, et al. · Knowledge-Based Systems · 44
Identification of key features using topological data analysis for accurate prediction of manufacturing system outputs
2017 · Wei Guo, Ashis G. Banerjee · Journal of Manufacturing Systems · 42
Topological gene expression networks recapitulate brain anatomy and function
2019 · Alice Patania, Pierluigi Selvaggi, et al. · Network Neuroscience · 40
PDF
Improved understanding of aqueous solubility modeling through topological data analysis
2018 · Mariam Pirashvili, Lee Steinberg, et al. · Journal of Cheminformatics · 39
PDF
Topological data analysis model for the spread of the coronavirus
2021 · Yiran Chen, Ismar Volić · PLoS ONE · 30
PDF
Deep Graph Mapper: Seeing Graphs Through the Neural Lens
2021 · Cristian Bodnar, Cătălina Cangea, et al. · Frontiers in Big Data · 30
PDF
A fast algorithm for constructing topological structure in large data
2012 · Xu Liu, Zheng Xie, et al. · Homology Homotopy and Applications · 30
PDF
Hybrid machine translation for English to Marathi: A research evaluation in Machine Translation: (Hybrid translator)
2016 · Pramod Salunkhe, Aniket. D. Kadam, et al. · International Conference on Electrical, Electronics, and Optimization Techniques · 28
Topological analysis and visualisation of network monitoring data: Darknet case study
2016 · Marc Coudriau, Abdelkader Lahmadi, et al. · IEEE International Workshop on Information Forensics and Security · 27
A New Approach to Investigate the Association between Brain Functional Connectivity and Disease Characteristics of Attention-Deficit/Hyperactivity Disorder: Topological Neuroimaging Data Analysis
2015 · Sunghyon Kyeong, Seonjeong Park, et al. · PLoS ONE · 25
PDF
Mapper Interactive: A Scalable, Extendable, and Interactive Toolbox for the Visual Exploration of High-Dimensional Data
2021 · Youjia Zhou, Nithin Chalapathi, et al. · IEEE Pacific Visualization Symposium · 24
PDF
Prediction of effective elastic moduli of rocks using Graph Neural Networks
2024 · Jaehong Chung, Rasool Ahmad, et al. · Computer Methods in Applied Mechanics and Engineering · 20
Extracting Knowledge from the Geometric Shape of Social Network Data Using Topological Data Analysis
2017 · Khaled Almgren, Minkyu Kim, et al. · Entropy · 20
Ball mapper: a shape summary for topological data analysis
2019 · Dłotko, Paweł · arXiv (Cornell University) · 19
PDF
Mining Social Media Data Using Topological Data Analysis
2017 · Khaled Almgren, Minkyu Kim, et al. · IEEE International Conference on Information Reuse and Integration (IRI) · 19
An Introduction to Topological Data Analysis for Physicists: From LGM to FRBs
2019 · Murugan, Jeff, Robertson, Duncan · arXiv (Cornell University) · 18
PDF
TopoBERT: Exploring the topology of fine-tuned word representations
2023 · Archit Rathore, Yichu Zhou, et al. · Information Visualization · 17
Topological Data Analysis of Single-Cell Hi-C Contact Maps
2020 · Mathieu Carrière, Raúl Rabadán · Abel symposia · 17
Two-Tier Mapper, an unbiased topology-based clustering method for enhanced global gene expression analysis
2019 · Rachel Jeitziner, Mathieu Carrière, et al. · Bioinformatics · 16
Psilocybin enhances insightfulness in meditation: a perspective on the global topology of brain imaging during meditation
2024 · Berit Singer, Daniel Meling, et al. · Scientific Reports · 15
PDF
Toward automated prediction of manufacturing productivity based on feature selection using topological data analysis
2016 · Wei Guo, Ashis G. Banerjee · IEEE International Symposium on Assembly and Manufacturing · 14
Works count: 266
Citation count: 1,617
Year
Topic
Type