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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.

168,786 papers · 148 categories

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1 result for “pathCNN”
DeepIST: Deep Image-based Spatio-Temporal Network for Travel Time Estimationcs.CV

DeepIST uses CNNs to estimate travel time from path images.

problem Accurately estimating travel time for a path in urban transportation systems.
method Proposes DeepIST, a neural network framework that converts paths into generalized images and uses PathCNN and 1D CNN to capture spatial and temporal patterns.
result DeepIST significantly outperforms existing models in travel time estimation.
travel time estimationspatio-temporal networkdeep learningconvolutional neural networkpathCNN
2019-09-05abs ↗pdf ↗