# Computer Science

**Type:** Fields  
**Canonical URL:** https://scholariq.org/fields/computer-science/

## Facts

| Field | Value |
| --- | --- |
| Description | Computer Science is one of 26 top-level fields in the OpenAlex subject taxonomy. This atlas publishes 216 topics in it, covering 14,978 indexed works. |
| Researchers | 5,346 |
| Subfields | Advanced Algebra and Logic,Advanced Authentication Protocols Security,Advanced Clustering Algorithms Research,Advanced Computational Techniques and Applications,Advanced Database Systems and Queries,Advanced Data Compression Techniques,Advanced Data Storage Technologies,Advanced Graph Neural Networks,Advanced Graph Theory Research,Advanced Image and Video Retrieval Techniques,Advanced Image Processing Techniques,Adaptive Dynamic Programming Control |
| Top Institutions | Centre National de la Recherche Scientifique,Harvard University,Chinese Academy of Sciences,University of Washington,Stanford University,Johns Hopkins University,Inserm,National Institutes of Health,University of Michigan,University College London |

## Field papers

Showing 15 of 8956.

- [ImageNet: A large-scale hierarchical image database](https://scholariq.org/papers/imagenet-a-large-scale-hierarchical-image-database/)
- [Regression Shrinkage and Selection Via the Lasso](https://scholariq.org/papers/regression-shrinkage-and-selection-via-the-lasso/)
- [ImageNet Large Scale Visual Recognition Challenge](https://scholariq.org/papers/imagenet-large-scale-visual-recognition-challenge/)
- [The Elements of Statistical Learning: Data Mining, Inference, and Prediction](https://scholariq.org/papers/the-elements-of-statistical-learning-data-mining-inference-and-prediction/)
- [Regularization Paths for Generalized Linear Models via Coordinate Descent](https://scholariq.org/papers/regularization-paths-for-generalized-linear-models-via-coordinate-descent/)
- [PhysioBank, PhysioToolkit, and PhysioNet](https://scholariq.org/papers/physiobank-physiotoolkit-and-physionet/)
- [An automated labeling system for subdividing the human cerebral cortex on MRI scans into gyral based regions of interest](https://scholariq.org/papers/an-automated-labeling-system-for-subdividing-the-human-cerebral-cortex-on-mri/)
- [Perceptual Losses for Real-Time Style Transfer and Super-Resolution](https://scholariq.org/papers/perceptual-losses-for-real-time-style-transfer-and-super-resolution/)
- [From local explanations to global understanding with explainable AI for trees](https://scholariq.org/papers/from-local-explanations-to-global-understanding-with-explainable-ai-for-trees/)
- [Regression Modeling Strategies](https://scholariq.org/papers/regression-modeling-strategies-2/)
- [Whole Brain Segmentation](https://scholariq.org/papers/whole-brain-segmentation/)
- [Power failure: why small sample size undermines the reliability of neuroscience](https://scholariq.org/papers/power-failure-why-small-sample-size-undermines-the-reliability-of-neuroscience/)
- [A Rapid Bootstrap Algorithm for the RAxML Web Servers](https://scholariq.org/papers/a-rapid-bootstrap-algorithm-for-the-raxml-web-servers/)
- [The Multimodal Brain Tumor Image Segmentation Benchmark (BRATS)](https://scholariq.org/papers/the-multimodal-brain-tumor-image-segmentation-benchmark-brats/)
- [Cortical Surface-Based Analysis](https://scholariq.org/papers/cortical-surface-based-analysis/)

## Field topics

Showing 24 of 216.

- [Adaptive Dynamic Programming Control](https://scholariq.org/topics/adaptive-dynamic-programming-control/)
- [Advanced Algebra and Logic](https://scholariq.org/topics/advanced-algebra-and-logic/)
- [Advanced Authentication Protocols Security](https://scholariq.org/topics/advanced-authentication-protocols-security/)
- [Advanced Clustering Algorithms Research](https://scholariq.org/topics/advanced-clustering-algorithms-research/)
- [Advanced Computational Techniques and Applications](https://scholariq.org/topics/advanced-computational-techniques-and-applications/)
- [Advanced Database Systems and Queries](https://scholariq.org/topics/advanced-database-systems-and-queries/)
- [Advanced Data Compression Techniques](https://scholariq.org/topics/advanced-data-compression-techniques/)
- [Advanced Data Storage Technologies](https://scholariq.org/topics/advanced-data-storage-technologies/)
- [Advanced Graph Neural Networks](https://scholariq.org/topics/advanced-graph-neural-networks/)
- [Advanced Graph Theory Research](https://scholariq.org/topics/advanced-graph-theory-research/)
- [Advanced Image and Video Retrieval Techniques](https://scholariq.org/topics/advanced-image-and-video-retrieval-techniques/)
- [Advanced Image Processing Techniques](https://scholariq.org/topics/advanced-image-processing-techniques/)
- [Advanced Malware Detection Techniques](https://scholariq.org/topics/advanced-malware-detection-techniques/)
- [Advanced Mathematical Modeling in Engineering](https://scholariq.org/topics/advanced-mathematical-modeling-in-engineering/)
- [Advanced Multi-Objective Optimization Algorithms](https://scholariq.org/topics/advanced-multi-objective-optimization-algorithms/)
- [Advanced Neural Network Applications](https://scholariq.org/topics/advanced-neural-network-applications/)
- [Advanced Software Engineering Methodologies](https://scholariq.org/topics/advanced-software-engineering-methodologies/)
- [Advanced Steganography and Watermarking Techniques](https://scholariq.org/topics/advanced-steganography-and-watermarking-techniques/)
- [Advanced Technologies in Various Fields](https://scholariq.org/topics/advanced-technologies-in-various-fields/)
- [Advanced Text Analysis Techniques](https://scholariq.org/topics/advanced-text-analysis-techniques/)
- [Advanced Vision and Imaging](https://scholariq.org/topics/advanced-vision-and-imaging/)
- [Adversarial Robustness in Machine Learning](https://scholariq.org/topics/adversarial-robustness-in-machine-learning/)
- [Age of Information Optimization](https://scholariq.org/topics/age-of-information-optimization/)
- [AI-based Problem Solving and Planning](https://scholariq.org/topics/ai-based-problem-solving-and-planning/)

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Source: ScholarIQ — public research metadata, principally OpenAlex. See https://scholariq.org/sources/ for provenance and https://scholariq.org/methodology/ for what these figures mean.