Scholar4AI Updated 2026-11-03 14:43 UTC+09:00

pandas-dev/pandas: Pandas: papers linking to it

Zenodo · Software · 2026 · archives github.com/pandas-dev/pandas · doi.org/10.5281/zenodo.3509134

← Code and data repositories cited in research papers

Research papers in the 480 tracked journals that link to pandas-dev/pandas: Pandas (https://doi.org/10.5281/zenodo.3509134), read from their Crossref records: by year, category and journal, the family tree of papers building on one another, and the linked repositories derived from it or that it derives from.

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Key findings#

  • 20 papers in the tracked journals link to the Zenodo dataset pandas-dev/pandas: Pandas in their Crossref records, the first in 2021; most of them (7) in 2025.
  • By category: AI (13), Operations Research (3) and Information Systems (2); the journals with the most are Expert Systems with Applications (3), Neural Computing and Applications (3) and Applied Intelligence (2).

By year#

2021: 3 papers2022: 3 papers2024: 5 papers2025: 7 papers2026: 2 papers
20212026
Papers linking to pandas-dev/pandas: Pandas by publication year
YearPapers
20213
20223
20245
20257
20262

Journals#

Papers linking to pandas-dev/pandas: Pandas, most cited first
PublishedTitleJournalAuthorsCitationsLink
2021-02-26BERT: a sentiment analysis odysseyJournal of Marketing AnalyticsShivaji Alaparthi, Manit Mishra147cites it
2025-01-15Visual cognition in multimodal large language modelsNature Machine IntelligenceLuca M. Schulze Buschoff, Elif Akata, Matthias Bethge et al.60cites it
2021-11-01TaxoDaCML: Taxonomy based Divide and Conquer using machine learning approach for DDoS attack classificationInternational Journal of Information Management Data InsightsOnkar Thorat, Nirali Parekh, Ramchandra Sharad Mangrulkar39cites it
2022-05-03Estimation of missing air pollutant data using a spatiotemporal convolutional autoencoderNeural Computing and ApplicationsI Nyoman Kusuma Wardana, Julian W. Gardner, Suhaib A. Fahmy30cites it
2024-09-10ERG-AI: enhancing occupational ergonomics with uncertainty-aware ML and LLM feedbackApplied IntelligenceSagar Sen, Victor E. Gonzalez-Sanchez, Erik Johannes Husom et al.27cites it
2021-03-27Linking place records using multi-view encodersNeural Computing and ApplicationsVincius Cousseau, Luciano Barbosa14cites it
2022-02-05Managing, storing, and sharing long-form recordings and their annotationsLanguage Resources and EvaluationLucas Gautheron, Nicolas Rochat, Alejandrina Cristià9cites it
2024-11-22Data-based optimisation of intra-hospital patient transport capacity planningOR SpectrumTobias Kropp, Yuhao Gao, Kunibert Lennerts9cites it
2022-04-15Fitting multiple temporal usage patterns in day-ahead hourly building load forecasting under patch learning frameworkNeural Computing and ApplicationsZhaohui Dan, Bo Yuan Wang, Qian Zhang et al.7cites it
2024-05-28How Artificial Intelligence Challenges Tailorable Technology DesignBusiness & Information Systems EngineeringPascal Fechner, Fabian König, Jannik Lockl et al.4cites it
2025-03-03Active tokens and crypto-asset valuationFinancial InnovationKonstantinos Pantelidis4cites it
2025-08-01Neural-FCM: a deep learning approach for weight matrix optimization in Fuzzy Cognitive Map classifiersApplied IntelligenceTheodoros Tziolas, K. Papageorgiou, Ioannis D. Apostolopoulos et al.3cites it
2024-07-11Car energy efficiency and emissions in the built environmentTransportationChris Djie ten Dam, Francisco J. Bahamonde-Birke, Dick Ettema et al.2cites it
2025-07-21CoSTI: Consistency models for (a faster) spatio-temporal imputationKnowledge-Based SystemsJavier Solí­s-Garcí­a, Belén Vega-Márquez, Juan A. Nepomuceno et al.2cites it
2024-10-27HepScope: CNN-based single-cell discrimination of malignant hepatocytesJournal Of Big DataYunjin Go, Jestlin Tianthing Ng, Wan‐Teck Lim et al.1cites it
2025-07-03Predicting use of intensive care units during the COVID-19 pandemicOperations Management ResearchKathyana Perez, José M. Slater, Lorena Pradenas et al.1cites it
2025-09-27Markov-based continuous learning with diversion of data distribution direction for streaming data in limited memoryExpert Systems with ApplicationsPeemapat Wongsriphisant, Kitiporn Plaimas, Chidchanok Lursinsap1cites it
2025-04-23Clustering using GRASP and path relinking for the max k-cut problemData Mining and Knowledge DiscoveryBharadwaj Sudarsan, Ganesh Kumar Pugalendhi0cites it
2026-01-02Span-level target and harmfulness detection in code-mixed hinglish using cross-lingual and multilingual transformersExpert Systems with ApplicationsAshutosh Upadhyay, Eishaan Khatri, Harish Pratap Singh et al.0cites it
2026-01-22Hierarchical evaluation function: a multi-metric approach for optimizing demand forecasting modelsExpert Systems with ApplicationsAdolfo González, Vı́ctor Parada0cites it

How this is measured#

Links are read from each paper's Crossref record as its publisher deposited it: the URLs and repository DOIs in its reference list (the software and data it cites) and its supplementary links (“is-supplemented-by”: its own code or data). A paper that gives its code only in the text, a footnote or a data availability statement is not counted, and some publishers deposit reference lists without their URLs, so every count here is a lower bound. Repository details come from the GitHub REST API (stars, forks, and the repository a fork was made from), the Hugging Face Hub API (likes, downloads, and the base model a model was derived from) and DataCite (Zenodo and other data DOIs, and the GitHub release a Zenodo record archives), read again every month.

Cite this page

Scholar4AI. (2026). pandas-dev/pandas: Pandas: papers linking to it. Journal and Conference Research Rankings. Retrieved November 3, 2026, from https://scholar4ai.com/code/zenodo-3509134

@misc{scholar4ai-code-zenodo-3509134,
  author = {{Scholar4AI}},
  title = {pandas-dev/pandas: Pandas: papers linking to it},
  year = {2026},
  howpublished = {\url{https://scholar4ai.com/code/zenodo-3509134}},
  urldate = {2026-11-03},
  note = {Journal and Conference Research Rankings; data from OpenAlex (CC0); licensed CC BY-NC 4.0}
}

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