Aurélien Géron

1.5k citations
3 papers · 1.1k · 1 hit paper · h-index 2

Impact in

    • Anomaly Detection Techniques and Applications
    • Imbalanced Data Classification Techniques
    • Neural Networks and Applications
    • Advanced Malware Detection Techniques

Papers in

Journals
CERN Document Server (European Organization for Nuclear Research) (1 paper)

In The Last Decade

Aurélien Géron

3 papers receiving 1.0k citations

Aurélien Géron's Hit Papers

Hands-On Machine Learning with Scikit-Learn and TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems 2017 · 1.1k citations
1.1k0+3+6Years since publication2505007501000

Peers

Aurélien Géron
Comparison fields: 5 of 172
  • Artificial Intelligence 296
  • Signal Processing 78
  • Computer Vision and Pattern Recognition 116
  • Health Information Management 21
  • Building and Construction 56
Replace Jeff Heaton with:
Jeff Heaton United States
Belal Abuhaija China
Raihan Seraj Canada
Varun Ojha United Kingdom
M. Tanveer India
Greg Van Houdt Belgium
Ying Xue China
Petraq Papajorgji United States
Aurélien Géron relative to Jeff Heaton United States Jeff Heaton's profile →
Citations per field
00.5×4.7×
Jeff Heaton · 1×
Citations per year

Countries citing papers authored by Aurélien Géron

Since Specialization
Citations

This map shows the geographic impact of Aurélien Géron's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Aurélien Géron with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Aurélien Géron more than expected).

Fields of papers citing papers by Aurélien Géron

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Aurélien Géron. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Aurélien Géron. The network helps show where Aurélien Géron may publish in the future.

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All Works

3 of 3 papers shown
#Work
1
Hands-On Machine Learning with Scikit-Learn and TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems
Hit paper breakdown →
20171061
2
Praxiseinstieg Machine Learning mit Scikit-Learn und TensorFlow
20181
3
Deep learning avec TensorFlow : mise en oeuvre et cas concrets / Aurélien Géron ; traduit de l'anglais par Hervé Soulard
20171

About Aurélien Géron

Aurélien Géron is a scholar working on Management Information Systems, Health Informatics, Industrial and Manufacturing Engineering, Infectious Diseases and Organic Chemistry, having authored 3 papers that have together received 1.1k indexed citations. Recurring topics across this work include Artificial Intelligence in Healthcare and Education (1 paper), Big Data and Business Intelligence (1 paper) and Digital Transformation in Industry (1 paper). The work is most often cited by research in Artificial Intelligence (296 citations), Signal Processing (78 citations), Computer Vision and Pattern Recognition (116 citations), Health Information Management (21 citations) and Building and Construction (56 citations). Their work appears in journals such as CERN Document Server (European Organization for Nuclear Research).

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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