Research
On-device research index

arXiv research

A locally-built, LLM-digested index of recent arXiv papers in quant finance, geometry/topology, and statistical ML — keyword search served straight from SQLite on this machine.

168,695 papers · 148 categories

Trend · papers per month

count% of corpus
0111 · Apr 202319922001200920172026
2 results for “Queensland”
Assessing the Spatial Structure of the Association between Attendance at Preschool and Childrens Developmental Vulnerabilities in Queensland Australiastat.ML

Preschool attendance correlates with lower developmental vulnerabilities in Queensland, Australia.

problem Understanding the relationship between preschool attendance and developmental vulnerabilities in different regions.
method Data Analysis and Machine Learning to identify clusters of socio-demographic variables.
result Identified three clusters with varying socio-demographic variables affecting the relationship between preschool attendance and developmental vulnerabilities.
Preschool AttendanceDevelopmental VulnerabilitiesMachine LearningCluster AnalysisQueensland
2023-05-25abs ↗pdf ↗
Pre-processing training data improves accuracy and generalisability of convolutional neural network based landscape semantic segmentationcs.CV

Improved CNN model accuracy and generalizability through data pre-processing.

problem Enhancing accuracy and generalizability of CNN-based LULC classification.
method Trials of different data preparation methods, including patch selection, size, and augmentations.
result Combining multiple grids and rotations of patches improved model accuracy and generalizability.
CNNSemantic SegmentationData Pre-processingLULC ClassificationAerial Photography
2023-04-28abs ↗pdf ↗