Scaling Time Series Classification via XAI-Driven Data Reduction

datasets, trained models, features selected by each tested method, and experiment results for " Scaling Time Series Classification via XAI-Driven Data Reduction."

Authors

Georgiana Ifrim (ORCID: https://orcid.org/0000-0002-8400-2972)

Institutions

University College Dublin (IE)

Publication Details

Journal: Zenodo (CERN European Organization for Nuclear Research)
Published: 2026-06-09
DOI: https://doi.org/10.5281/zenodo.19045953
Primary Topic: Time Series Analysis and Forecasting
Type: article
Field-Weighted Citation Impact: 0.00

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article

Scaling Time Series Classification via XAI-Driven Data Reduction

Georgiana Ifrim

Jun 9, 2026

Zenodo (CERN European Organization for Nuclear Research)

Time Series Analysis and Forecasting

article

Scaling Time Series Classification via XAI-Driven Data Reduction

Georgiana Ifrim

June 9, 2026article en

Abstract

datasets, trained models, features selected by each tested method, and experiment results for " Scaling Time Series Classification via XAI-Driven Data Reduction."

Zenodo (CERN European Organization for Nuclear Research)

University College Dublin (IE)

Openalex Percentile: Top 66%

Time Series Analysis and Forecasting

DOI Open Access PDF OpenAlex

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Scaling Time Series Classification via XAI-Driven Data Reduction — Georgiana Ifrim · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS