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Vision Transformer-Based Road Condition Classification Using Optimized Xgboost for Intelligent Transportation Systems

https://doi.org/10.2139/ssrn.5273133
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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1007/s10994-006-6226-1openalex-snapshot
Extremely randomized trees
inferredcites →https://doi.org/10.1007/s11036-023-02118-6openalex-snapshot
Participatory Sensing Based Urban Road Condition Classification using Transfer Learning
inferredcites →https://doi.org/10.1016/j.cma.2020.113609openalex-snapshot
The Arithmetic Optimization Algorithm
inferredcites →https://doi.org/10.1016/j.matcom.2021.09.014openalex-snapshot
Chaotic hunger games search optimization algorithm for global optimization and engineering problems
inferredcites →https://doi.org/10.1038/s43586-022-00184-wopenalex-snapshot
Principal component analysis
inferredcites →https://doi.org/10.1049/iet-cvi.2011.0228openalex-snapshot
Local binary pattern and its derivatives for face recognition
inferredcites →https://doi.org/10.1093/jcde/qwae050openalex-snapshot
Hunger games search algorithm based on stochastic individual information for engineering design optimization problems
inferredcites →https://doi.org/10.1109/access.2023.3287770openalex-snapshot
Automated Road Damage Detection Using UAV Images and Deep Learning Techniques
inferredcites →https://doi.org/10.1109/bigdatasecurity-hpsc-ids58521.2023.00033openalex-snapshot
Vision Transformer (ViT)-based Applications in Image Classification
inferredcites →https://doi.org/10.1109/cosmic63293.2024.10871755openalex-snapshot
Road Surface Analysis Through Prognostic Model Using Image Processing and Deep Learning Techniques
inferredcites →https://doi.org/10.1109/ickecs61492.2024.10616809openalex-snapshot
Enhancing Credit Card Fraud Detection with Light Gradient-Boosting Machine: An Advanced Machine Learning Approach
inferredcites →https://doi.org/10.1109/ictbig64922.2024.10911600openalex-snapshot
Malware Detection in Android Devices Using Histogram-based Gradient Boosting
inferredcites →https://doi.org/10.1109/iicspi.2018.8690416openalex-snapshot
Dynamic Weighting Multi Factor Stock Selection Strategy Based on XGboost Machine Learning Algorithm
inferredcites →https://doi.org/10.1109/tpami.1986.4767851openalex-snapshot
A Computational Approach to Edge Detection
inferredcites →https://doi.org/10.1145/3608112openalex-snapshot
Pixel Perfect: Using Vision Transformers to Improve Road Quality Predictions from Medium Resolution and Heterogeneous Satellite Imagery
inferredcites →https://doi.org/10.1201/b10345-5openalex-snapshot
Principal Component Analysis (PCA)
inferredcites →https://doi.org/10.2991/icimm-16.2016.68openalex-snapshot
A Newly Improved Canny Algorithm of Image Edge Detection
inferredcites →https://doi.org/10.3390/data3030028openalex-snapshot
Deep Learning in Data-Driven Pavement Image Analysis and Automated Distress Detection: A Review
inferredcites →https://doi.org/10.3390/pr9101774openalex-snapshot
Deep Ensemble of Slime Mold Algorithm and Arithmetic Optimization Algorithm for Global Optimization
inferredcites →https://doi.org/10.3390/rs14081877openalex-snapshot
A Fast Inference Vision Transformer for Automatic Pavement Image Classification and Its Visual Interpretation Method
inferredcites →https://doi.org/10.3390/s23020798openalex-snapshot
Deep Learning with Attention Mechanisms for Road Weather Detection
inferredcites →https://doi.org/10.3390/s24072333openalex-snapshot
Automated Pavement Condition Index Assessment with Deep Learning and Image Analysis: An End-to-End Approach
inferredcites →https://doi.org/10.36962/pahtei35122023-113openalex-snapshot
MEASUREMENT SYSTEMS ENSURING THE SAFETY OF TRANSPORT SYSTEMS
inferredcites →https://doi.org/10.5194/isprs-annals-v-2-2022-283-2022openalex-snapshot
ROAD CONDITION ASSESSMENT FROM AERIAL IMAGERY USING DEEP LEARNING

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.1109/nelex69209.2026.11590061openalex-snapshot
SurfaceNet: A Two-Stage YOLOv11-ViT Framework for Road Surface Condition Detection
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