Research gaps in Computer Science
1,357 open research questions in Computer Science, extracted from the limitations, future-work and other gap-stating passages of thousands of papers in our local library and grouped by the kind of gap they represent. Pick a topic below to browse unanswered questions — each links back to the papers that raised them.
See it run on a Computer Science topic
A short walkthrough of the guided research-gap finder on a Computer Science topic, literature first: a free search puts the papers it found in a comparison table, one unlock fills it, a paper title in it opens the article itself, the research gaps are written from its rows with the research proposal included, and the list of papers is filtered and downloaded as RIS.
Browse Computer Science gaps by topic
Featured gap analyses in Computer Science
- Deep learning offers a non-destructive route to automatedFruit-quality screening; however, the literature has largely pursued peak accuracy using progressively heavier network backbones, leaving the computat…
- Traditional process-based hydrologic and hydraulic modelsHave limitations, such as requiring extensive input data and careful calibration. Peak flow forecasting remains challenging due to its nonlinearity an…
- The lack of effective methods for rapid and accurateDetection of landslide-damaged areas using satellite imagery and remote sensing data. The need for a robust and generalizable model that can be applie…
- Background: National electronic health record (EHR)Networks can support learning health systems (LHSs) by enabling large-scale data aggregation, monitoring, and benchmarking, but their capacity to prod…
- Much research in glaucoma detection, most has reliedWhile there has been much research in glaucoma detection, most has relied on discrete CNNs and simplified clustering techniques, leading to inconsiste…
- The need for integrating 'black box' models into researchThe paper identifies the need for integrating 'black box' models into research and clinical workflows. The paper highlights the need for ensuring data…
- Traditional numerical weather prediction methodsAre computationally intensive and struggle to capture localized weather phenomena. Early machine learning approaches were limited by computational res…
- Injury prevention research in basketball has focusedOn anterior cruciate ligament injuries and lower limb injuries during offensive movements (direction change, drive, single-leg landing), but none of t…
Where to publish in Computer Science — journals ranked by Scimago quartile and cites per paper, predatory venues excluded.
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