Peter Flach

32.8k total citations · 6 hit papers
218 papers, 20.9k citations indexed

About

Peter Flach is a scholar working on Artificial Intelligence, Information Systems and Computational Theory and Mathematics. According to data from OpenAlex, Peter Flach has authored 218 papers receiving a total of 20.9k indexed citations (citations by other indexed papers that have themselves been cited), including 131 papers in Artificial Intelligence, 42 papers in Information Systems and 27 papers in Computational Theory and Mathematics. Recurrent topics in Peter Flach's work include Imbalanced Data Classification Techniques (34 papers), Data Mining Algorithms and Applications (33 papers) and Machine Learning and Data Classification (25 papers). Peter Flach is often cited by papers focused on Imbalanced Data Classification Techniques (34 papers), Data Mining Algorithms and Applications (33 papers) and Machine Learning and Data Classification (25 papers). Peter Flach collaborates with scholars based in United Kingdom, United States and Spain. Peter Flach's co-authors include Meelis Kull, José Hernández‐Orallo, Cèsar Ferri, Tom Diethe, Yu Chen, Nicolas Lachiche, Telmo M. Silva Filho, Kacper Sokol, Thomas Gärtner and Nada Lavrač and has published in prestigious journals such as SHILAP Revista de lepidopterología, Scientific Reports and Communications of the ACM.

In The Last Decade

Peter Flach

213 papers receiving 20.2k citations

Hit Papers

Advances in Neural Information Processing Systems 28 2011 2026 2016 2021 2015 2011 2016 2012 2012 4.0k 8.0k 12.0k

Peers

Peter Flach
Comparison fields: 5 of 224
  • Artificial Intelligence 9.5k
  • Computer Vision and Pattern Recognition 6.1k
  • Information Systems 1.9k
  • Signal Processing 1.4k
  • Computational Theory and Mathematics 1.3k
Replace Christopher J. C. Burges with:
Christopher J. C. Burges United States
Alexander J. Smola United States
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Sinno Jialin Pan Singapore
Krzysztof J. Cios United States
Chris Bishop United Kingdom
Sameer Singh United States
Aboul Ella Hassanien Egypt
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Christopher J. C. Burges United States View profile →
Citations per field, relative to Peter Flach
Peter Flach · 1×
Citations per year, relative to Peter Flach
Peter Flach · 1×

Countries citing papers authored by Peter Flach

Since Specialization
Citations

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

Fields of papers citing papers by Peter Flach

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Peter Flach

This figure shows the co-authorship network connecting the top 25 collaborators of Peter Flach. A scholar is included among the top collaborators of Peter Flach 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 Peter Flach. Peter Flach 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 0
2 1
3 15
4
Machine Learning Explanations as Boundary Objects: How AI Researchers Explain and Non-Experts Perceive Machine Learning
2
5
Bypassing Gradients Re-Projection with Episodic Memories in Online Continual Learning.
1
6
Analysis of patient domestic activity in recovery from hip or knee replacement surgery: modelling wrist-worn wearable RSSI and accelerometer data in the wild
3
7 100
8
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence breakdown →
570
9
Machine learning and knowledge discovery in databases: ECML-PKDD Proceedings, Part II
0
10
Ukwabelana - An open-source morphological Zulu corpus
15
11
First-Order Logic.
1
12
UNGRADE: UNsupervised GRAph DEcomposition
5
13
PROMODES: A Probabilistic Generative Model for Word Decomposition.
9
14
Repairing concavities in ROC curves
56
15
An analysis of rule evaluation metrics
51
16
Improved data set characterisation for meta-learning
9
17
Web-based analysis of data mining and decision support education
8
18
WBCsvm: Weighted Bayesian Classification based on Support Vector Machines
18
19
A First-order Representation for Knowledge Discovery and Bayesian Classification on Relational Data
1
20 100

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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