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AI outperformed every dermatologist in dermoscopic melanoma diagnosis, using an optimized deep-CNN architecture with custom mini-batch logic and loss function

Scientific reports, 2021-09, Vol.11 (1), p.17485-17485, Article 17485

2021

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Deep CNN and Data Augmentation for Skin Lesion Classification

Intelligent Information and Database Systems, p.573-582

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Adaptive Learning Based on Tracking and ReIdentifying Objects Using Convolutional Neural Network

Neural processing letters, 2019-08, Vol.50 (1), p.263-282

2019

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Motion Estimation Based on Two Corresponding Points and Angular Deviation Optimization

IEEE transactions on industrial electronics (1982), 2017-11, Vol.64 (11), p.8598-8606

2017

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Metabolic, renal, and hematological changes in chronic hepatitis C patients achieving rapid virologic response after 12 weeks of direct-acting antiviral treatment: A prospective cohort study

PloS one, 2023-09, Vol.18 (9), p.e0290235-e0290235

2023

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Moving Object Localization Using Optical Flow for Pedestrian Detection from a Moving Vehicle

TheScientificWorld, 2014-01, Vol.2014, p.196415-8

2014

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Hybrid cascade boosting machine using variant scale blocks based HOG features for pedestrian detection

Neurocomputing (Amsterdam), 2014-07, Vol.135, p.357-366

2014

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Improving skin-disease classification based on customized loss function combined with balanced mini-batch logic and real-time image augmentation

IEEE access, 2020-01, Vol.8, p.1-1

2020

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Categorical Weighting Domination for Imbalanced Classification With Skin Cancer in Intelligent Healthcare Systems

IEEE access, 2023, Vol.11, p.105170-105181

2023

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A Simplified Solution to Motion Estimation Using an Omnidirectional Camera and a 2-D LRF Sensor

IEEE transactions on industrial informatics, 2016-06, Vol.12 (3), p.1064-1073

2016

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Artificial intelligence-based solutions for coffee leaf disease classification

IOP conference series. Earth and environmental science, 2023-12, Vol.1278 (1), p.12004

2023

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Effects of multi-scale defects on the thermoelectric properties of delafossite CuCr1-xMgxO2 materials

Journal of alloys and compounds, 2020-12, Vol.844, p.156119, Article 156119

2020

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Skin Cancer Classification Using Different Backbones of Convolutional Neural Networks

Advances and Trends in Artificial Intelligence. Theory and Practices in Artificial Intelligence, p.160-172

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Joint components based pedestrian detection in crowded scenes using extended feature descriptors

Neurocomputing (Amsterdam), 2016-05, Vol.188, p.139-150

2016

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Scalable local features and hybrid classifiers for improving action recognition

Journal of intelligent & fuzzy systems, 2019-01, Vol.36 (4), p.3357-3372

2019

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Multiple classifier-based spatiotemporal features for living activity prediction

Journal of information and telecommunication (Print), 2017-01, Vol.1 (1), p.100-112

Hoang, Van-Dung

2017

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Automatic calibration of camera and LRF based on morphological pattern and optimal angular back-projection error

International Journal of Control, 2015, Automation, and Systems, 13(6), , pp.1436-1445

2015

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Hybrid Deep Learning and Data Augmentation for Disease Candidate Extraction

Frontiers of Computer Vision, p.274-286

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Deep Feature Extraction for Panoramic Image Stitching

Intelligent Information and Database Systems, p.141-151

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Pedestrian Head Detection and Tracking via Global Vision Transformer

Frontiers of Computer Vision, p.155-167

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Vehicle Categorical Recognition for Traffic Monitoring in Intelligent Transportation Systems

Intelligent Information and Database Systems, p.670-679

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Improving Traffic Signs Recognition Based Region Proposal and Deep Neural Networks

Intelligent Information and Database Systems, p.604-613

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Automated architectural reconstruction using reference planes under convex optimization

International Journal of Control, 2016, Automation, and Systems, 14(3), , pp.814-826

2016

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Combination of Deep Learning and Ambiguity Rejection for Improving Image-Based Disease Diagnosis

Intelligent Information and Database Systems, p.147-160

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Pedestrian Action Prediction Based on Deep Features Extraction of Human Posture and Traffic Scene

Intelligent Information and Database Systems, p.563-572

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AI outperformed every dermatologist in dermoscopic melanoma diagnosis, using an optimized deep-CNN architecture with custom mini-batch logic and loss function

Deep CNN and Data Augmentation for Skin Lesion Classification

Adaptive Learning Based on Tracking and ReIdentifying Objects Using Convolutional Neural Network

Motion Estimation Based on Two Corresponding Points and Angular Deviation Optimization

Metabolic, renal, and hematological changes in chronic hepatitis C patients achieving rapid virologic response after 12 weeks of direct-acting antiviral treatment: A prospective cohort study

Moving Object Localization Using Optical Flow for Pedestrian Detection from a Moving Vehicle

Hybrid cascade boosting machine using variant scale blocks based HOG features for pedestrian detection

Improving skin-disease classification based on customized loss function combined with balanced mini-batch logic and real-time image augmentation

Categorical Weighting Domination for Imbalanced Classification With Skin Cancer in Intelligent Healthcare Systems

A Simplified Solution to Motion Estimation Using an Omnidirectional Camera and a 2-D LRF Sensor

Artificial intelligence-based solutions for coffee leaf disease classification

Effects of multi-scale defects on the thermoelectric properties of delafossite CuCr1-xMgxO2 materials

Skin Cancer Classification Using Different Backbones of Convolutional Neural Networks

Joint components based pedestrian detection in crowded scenes using extended feature descriptors

Scalable local features and hybrid classifiers for improving action recognition

Multiple classifier-based spatiotemporal features for living activity prediction

Automatic calibration of camera and LRF based on morphological pattern and optimal angular back-projection error

Hybrid Deep Learning and Data Augmentation for Disease Candidate Extraction

Deep Feature Extraction for Panoramic Image Stitching

Pedestrian Head Detection and Tracking via Global Vision Transformer

Vehicle Categorical Recognition for Traffic Monitoring in Intelligent Transportation Systems

Improving Traffic Signs Recognition Based Region Proposal and Deep Neural Networks

Automated architectural reconstruction using reference planes under convex optimization

Combination of Deep Learning and Ambiguity Rejection for Improving Image-Based Disease Diagnosis

Pedestrian Action Prediction Based on Deep Features Extraction of Human Posture and Traffic Scene

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