A Primer on Topological Data Analysis to Support Image Analysis Tasks in Environmental Science

21 July 2022

Papers citing "A Primer on Topological Data Analysis to Support Image Analysis Tasks in Environmental Science"

8 / 8 papers shown

Title
LightGBM robust optimization algorithm based on topological data analysis Han Yang Guangjun Qin Ziyuan Liu Yongqing Hu Qinglong Dai 16 1 0 19 Jun 2024
Position: Topological Deep Learning is the New Frontier for Relational Learning Theodore Papamarkou Tolga Birdal Michael M. Bronstein Gunnar Carlsson Justin Curry ... Petar Velickovic Bei Wang Yusu Wang Guo-Wei Wei Ghada Zamzmi AI4CE 44 25 0 14 Feb 2024
Topology combined machine learning for consonant recognition Pingyao Feng Siheng Yi Qingrui Qu Zhiwang Yu Yifei Zhu 12 0 0 26 Nov 2023
Notes on Applicability of Explainable AI Methods to Machine Learning Models Using Features Extracted by Persistent Homology Naofumi Hama 22 0 0 15 Oct 2023
Learning on Persistence Diagrams as Radon Measures Alex Elchesen Iryna Hartsock Jose A. Perea Tatum Rask 25 0 0 16 Dec 2022
Tools for Extracting Spatio-Temporal Patterns in Meteorological Image Sequences: From Feature Engineering to Attention-Based Neural Networks A. S. Bansal Yoonjin Lee Kyle Hilburn I. Ebert‐Uphoff AI4TS 18 2 0 22 Oct 2022
A Survey on Green Deep Learning Jingjing Xu Wangchunshu Zhou Zhiyi Fu Hao Zhou Lei Li VLM 71 79 0 08 Nov 2021
Statistical topological data analysis using persistence landscapes Peter Bubenik 94 842 0 27 Jul 2012