Andrea Danyluk

1.8k total citations · 1 hit paper
31 papers, 1.3k citations indexed

About

Andrea Danyluk is a scholar working on Computer Science Applications, Information Systems and Artificial Intelligence. According to data from OpenAlex, Andrea Danyluk has authored 31 papers receiving a total of 1.3k indexed citations (citations by other indexed papers that have themselves been cited), including 15 papers in Computer Science Applications, 8 papers in Information Systems and 6 papers in Artificial Intelligence. Recurrent topics in Andrea Danyluk's work include Teaching and Learning Programming (15 papers), Scientific Computing and Data Management (5 papers) and Big Data and Business Intelligence (4 papers). Andrea Danyluk is often cited by papers focused on Teaching and Learning Programming (15 papers), Scientific Computing and Data Management (5 papers) and Big Data and Business Intelligence (4 papers). Andrea Danyluk collaborates with scholars based in United States and United Kingdom. Andrea Danyluk's co-authors include Carla E. Brodley, Léon Bottou, Michael L. Littman, Kim B. Bruce, Thomas P. Murtagh, Lillian Cassel, Paul M. Leidig, Christian Servín, Brendan Burns and Andrew McGettrick and has published in prestigious journals such as Machine Learning, ACM Transactions on Computing Education and IEEE Expert.

In The Last Decade

Andrea Danyluk

31 papers receiving 1.3k citations

Hit Papers

Proceedings of the 26th Annual International Conference o... 2009 2026 2014 2020 2009 100 200 300 400 500

Peers

Andrea Danyluk
Comparison fields: 5 of 153
  • Artificial Intelligence 640
  • Computer Vision and Pattern Recognition 277
  • Computer Science Applications 208
  • Information Systems 172
  • Molecular Biology 131
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Dymitr Ruta United Arab Emirates
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Gregory L. Heileman United States
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Minghui Qiu China
Krishnamoorthy Sivakumar United States
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Citations per field, relative to Andrea Danyluk
Andrea Danyluk · 1×
Citations per year, relative to Andrea Danyluk
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Countries citing papers authored by Andrea Danyluk

Since Specialization
Citations

This map shows the geographic impact of Andrea Danyluk'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 Andrea Danyluk with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Andrea Danyluk more than expected).

Fields of papers citing papers by Andrea Danyluk

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Andrea Danyluk. 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 Andrea Danyluk. The network helps show where Andrea Danyluk may publish in the future.

Co-authorship network of co-authors of Andrea Danyluk

This figure shows the co-authorship network connecting the top 25 collaborators of Andrea Danyluk. A scholar is included among the top collaborators of Andrea Danyluk based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Andrea Danyluk. Andrea Danyluk is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

20 of 20 papers shown
# Work Indexed citations
1 12
2 3
3 4
4 2
5 3
6
Deep transfer as structure learning in Markov logic networks
1
7 29
8 9
9
Proceedings of the 26th Annual International Conference on Machine Learning breakdown →
583
10
Artificial Intelligence for Non-Majors at Multiple Levels.
1
11 12
12 10
13
Events and objects first: an innovative approach to teaching JAVA in CS 1
1
14
Event-driven Programming can be Simple Enough for CS 1
3
15
Proceedings of the Eighteenth International Conference on Machine Learning
391
16 27
17 18
18
Problem Definition, Data Cleaning, and Evaluation: A Classifier Learning Case Study.
3
19 1
20
The use of explanations for similarity-based learning
24

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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