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Category:All HeadlinesWorld & GeopoliticsMarkets & EconomyTech & AIPoliticsSearch results for: "Multi-class classificatio" (30 stories)

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Enhanced classification approach using MI-SVM for imbalanced multi-class datasets | Scientific Reports
Lead StoryNaturegeneral
Apr 22

Enhanced classification approach using MI-SVM for imbalanced multi-class datasets | Scientific Reports

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE9HWXFrckdNWHVBQ3lONDQ3eHhBeG9zTnh5N21ONmMzX1RUbEFlc29sSGQ3aWcydHllOFVMdVBsaEdBU2VvR01ORUc5Q08yRFA4QlFxZ0VzNnBMYmNIWU5n?oc=5" target="_blank">Enhanced classification approach using MI-SVM for imbalanced multi-class datasets | Scientific Reports</a>  <font color="#6f6f6f">Nature</font>

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Search Results for "Multi-class classificatio"

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29 stories displayed
PredatorNet: a clinically trustworthy deep learning framework for multi-class Alzheimer's disease classification using MRI
Frontiersgeneral

PredatorNet: a clinically trustworthy deep learning framework for multi-class Alzheimer's disease classification using MRI

<a href="https://news.google.com/rss/articles/CBMinAFBVV95cUxPbjFkd3FsOWpoWURsT3dpYVA5WlJTLUZqZldzT2xCbDZIR245VHF4Q2JadFZrZVE0NmtkOEdIeGlBX3F0anpjd3lyTWxoXzg0cENJaHRfQl9wNmNTYlhGakJ1Z3hDZDBibDRmWXR5bDRWVnRGVG9TMGV0dnU2QVh5aS02QTU4bTRDMTJnZkt0SXlVTEEwUEF2UzNLRkg?oc=5" target="_blank">PredatorNet: a clinically trustworthy deep learning framework for multi-class Alzheimer's disease classification using MRI</a>  <font color="#6f6f6f">Frontiers</font>

Multi-class classification of brain tumors using optimized CNN and transfer learning techniques
Naturetech

Multi-class classification of brain tumors using optimized CNN and transfer learning techniques

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE90cUxYd3NfdFNQSEFYcUc3S01BMXZlaFkzdkRtajRUNEpKZjVEbGI4bGpPdEhwMWp0QVZzUWtHbVlUQnQtNDNqdFJ3Rl83Q0k0ZnBGTzlhdEN3enVSeldz?oc=5" target="_blank">Multi-class classification of brain tumors using optimized CNN and transfer learning techniques</a>  <font color="#6f6f6f">Nature</font>

CerevianNet: parameter efficient multi-class brain tumor classification using custom lightweight CNN
Frontierstech

CerevianNet: parameter efficient multi-class brain tumor classification using custom lightweight CNN

<a href="https://news.google.com/rss/articles/CBMijgFBVV95cUxPQndqMG4zRWdzSlU5OXh5OFpISUdQOXZXZXlzemc2V01GYmZiSVpPRmdRRVZRSUhFaXVpMTd1NzBnRmhyRXhhRERSeUZibC1YeEFHbjdpZjVvOEpRdVJ3YldxVUtBa0pqeWQ5YXktSTRodGtBMjBZTXdGREx5UTR2V25Tay11c29kS1RWV3RB?oc=5" target="_blank">CerevianNet: parameter efficient multi-class brain tumor classification using custom lightweight CNN</a>  <font color="#6f6f6f">Frontiers</font>

Dynamic F1-score-based voting strategies for multi-class classification: an adaptive ensemble approach for non-linear and imbalanced datasets
Naturegeneral

Dynamic F1-score-based voting strategies for multi-class classification: an adaptive ensemble approach for non-linear and imbalanced datasets

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE1HQ0s1Mk56X25vcHdvcWc2OGpESWZ1MElWS05xUnhiSGpfSlROMXMwY3FONkVpVTJGNkdYM05oU3VHbFBoRzJxOWVqX1g4TUlwajF0TWVUNEFtcC1rNmJn?oc=5" target="_blank">Dynamic F1-score-based voting strategies for multi-class classification: an adaptive ensemble approach for non-linear and imbalanced datasets</a>  <font color="#6f6f6f">Nature</font>

Multimodal deep learning model for multiclass classification of renal tumors
Naturegeneral

Multimodal deep learning model for multiclass classification of renal tumors

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFBueHpqNHpmck90b0JVamJTRnZScksxTFQ2R2c0Ykxsbk9Qc0lPSFZIRWxmM2ltM3dmT0J1NV8tc2JtLXhwcWQtUUFTMFFTeUl3SmRoSWMxanVrN1c4ZU5B?oc=5" target="_blank">Multimodal deep learning model for multiclass classification of renal tumors</a>  <font color="#6f6f6f">Nature</font>

Use of machine learning and voice for multiclass classification of Parkinson’s disease, chronic obstructive pulmonary disease, and healthy controls
Naturescience

Use of machine learning and voice for multiclass classification of Parkinson’s disease, chronic obstructive pulmonary disease, and healthy controls

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE4yeHRnQ05HR190TXRTbU9lX09lbGI0Ml95T1lQVHZfUE8zMjB6RWJZNGtsaExKeHIxMmxVcmNYSFoxWFVUSHRFYURuLTViaTQ0d2hBZWhENnozcDY0UkJZ?oc=5" target="_blank">Use of machine learning and voice for multiclass classification of Parkinson’s disease, chronic obstructive pulmonary disease, and healthy controls</a>  <font color="#6f6f6f">Nature</font>

Large scale multi-class pest image classification using structurally adapted DenseNet architecture
Naturegeneral

Large scale multi-class pest image classification using structurally adapted DenseNet architecture

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFBFeld3THkwTkxhbDgzd2xHSFJhS01ZVEI1Z3N1SnozbEZoR01JUnpVQkVvU3lXb2hvS3V2WkZHZE9EX2Vkc3VPMEtyZVNQZEV3T2NzWXA1eWR5LWhOUW84?oc=5" target="_blank">Large scale multi-class pest image classification using structurally adapted DenseNet architecture</a>  <font color="#6f6f6f">Nature</font>

Semi-supervised multi-class pneumonia classification using a CNN-cascade forest framework
Naturegeneral

Semi-supervised multi-class pneumonia classification using a CNN-cascade forest framework

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFB4S01XaVgtWlh5aUszcDIyTnpINXprQWFwWVN3Nzk5NVJxWTZLcTlodWhZajBoTHJLNFRJdzBxcF9JZmRWbHlRM29acUZlOGJtRW0wOWlnUmpuZGVxWHZ3?oc=5" target="_blank">Semi-supervised multi-class pneumonia classification using a CNN-cascade forest framework</a>  <font color="#6f6f6f">Nature</font>

Multi-class classification of brain tumor using a ResNet101 backbone integrated with multi-scale deformable attention module and advanced data augmentations
Naturetech

Multi-class classification of brain tumor using a ResNet101 backbone integrated with multi-scale deformable attention module and advanced data augmentations

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE1ubmFaQ2t4anZRUHZRemJUSWozbk5xZ183OENfTkJRVVlTUzFPM2ZUSldHRHVXclZucGc0Rnl4ZGNrZDBaMkdZNDFWR2xNM0o3a29fZmVMZ1RmenBEdWJr?oc=5" target="_blank">Multi-class classification of brain tumor using a ResNet101 backbone integrated with multi-scale deformable attention module and advanced data augmentations</a>  <font color="#6f6f6f">Nature</font>

Multi-class classification of plant leaf diseases using a hybrid deep neural transformer system and explainable AI techniques
Naturetech

Multi-class classification of plant leaf diseases using a hybrid deep neural transformer system and explainable AI techniques

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE1fS0FGNTJvLU04dWdBSnVBRjRaWEsxZXp4WmxXdUlsWjhzR19DRVFYT2RBQlVyNFhmMjZfN3NBRkZlUHpJbDAzd1U3RVptRlJUZDFkRmFzRVN2cWhMR0hj?oc=5" target="_blank">Multi-class classification of plant leaf diseases using a hybrid deep neural transformer system and explainable AI techniques</a>  <font color="#6f6f6f">Nature</font>

Deep learning-based multi-class misbehavior classification in fog-enabled vehicular ad hoc networks
Naturegeneral

Deep learning-based multi-class misbehavior classification in fog-enabled vehicular ad hoc networks

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE9rTHJHRXF1ZjdsU3Zyb2I0MHpTVDlvMGNWLXFxamtzX094SHFOVEJOS3JnbkJ5SE96Snhqcmx5MDNQNWNfeHFZdmhJd2wwREU3U0VBWFdDbmxUdjIzUnV3?oc=5" target="_blank">Deep learning-based multi-class misbehavior classification in fog-enabled vehicular ad hoc networks</a>  <font color="#6f6f6f">Nature</font>

Multi-class eye disease classification using deep learning EfficientNetB0 fusion techniques
Naturetech

Multi-class eye disease classification using deep learning EfficientNetB0 fusion techniques

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE96M2VpYm1xdVJqUGdOeGd0Slg3ZEtzSjVEYmU3WjNvQ3U2RlYyVUM1dTlGZEs3RjdzN0ZuNVRqY3BKUmNiRFEwejNKbHFhcU4wb0hMelJqaU8ySGhRUXZJ?oc=5" target="_blank">Multi-class eye disease classification using deep learning EfficientNetB0 fusion techniques</a>  <font color="#6f6f6f">Nature</font>

TriPath3DNet: an efficient real-time model for multi-class classification in real-life surveillance videos of fixed duration
Naturegeneral

TriPath3DNet: an efficient real-time model for multi-class classification in real-life surveillance videos of fixed duration

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFB2QXRYVjI3ZVdnRGpSZXBuNTM0STdkaUwzcGhCNzhmbTV6bndDYWpxZnpIRDJLSXlVN0JWR1JVUWZMRlNqQU01TWhweU1kb2ZpRlFkeEhCSWxHb19zQjNF?oc=5" target="_blank">TriPath3DNet: an efficient real-time model for multi-class classification in real-life surveillance videos of fixed duration</a>  <font color="#6f6f6f">Nature</font>

StyleGAN-based synthetic image augmentation for multi-class otoscopy image classification
Naturegeneral

StyleGAN-based synthetic image augmentation for multi-class otoscopy image classification

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE1fZjRBRE1MNXhMMEpLMnRISjNvZG55TnJMTVRHbFNieUlGMmRWTmxxMVNhbW5RRVJzaGFZS0UyU2RFR2paS0JZWjh2c19KTENhXzh4TWtHTUlkZ3Vwbk9F?oc=5" target="_blank">StyleGAN-based synthetic image augmentation for multi-class otoscopy image classification</a>  <font color="#6f6f6f">Nature</font>

A hybrid learning framework for automated multiclass electrocardiogram classification with SimCardioNet
Naturegeneral

A hybrid learning framework for automated multiclass electrocardiogram classification with SimCardioNet

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE1BdktVaU1aa0h1S3Nja19weFhaYTdSTVdGbUtUZHAyUXQtQVB0Z2pDUTJqNVpyU3M5c05Pekw2YXR4Nno5Zl9MamtEZXdLUGdzcW90X2RHY3VPcW9qXzhJ?oc=5" target="_blank">A hybrid learning framework for automated multiclass electrocardiogram classification with SimCardioNet</a>  <font color="#6f6f6f">Nature</font>

An Attention-Enhanced ViT-HLNN Hybrid Ensemble Framework for Multi-Class Gastrointestinal Disease Classification
Naturegeneral

An Attention-Enhanced ViT-HLNN Hybrid Ensemble Framework for Multi-Class Gastrointestinal Disease Classification

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE80cURORmg5MGRTbGEwUENQRU16cFpBMndSQXY2UVRPenE3cTNMNkRGZ2w2UW1rQVZpaWlNaWFwVjZfUlJxeTRUbkV6YlNxRFcwMGdwWFdHTnNPQ3cwZnkw?oc=5" target="_blank">An Attention-Enhanced ViT-HLNN Hybrid Ensemble Framework for Multi-Class Gastrointestinal Disease Classification</a>  <font color="#6f6f6f">Nature</font>

Transformer-enhanced deep ensemble for multi-class liver disease classification using computed tomography images
Naturegeneral

Transformer-enhanced deep ensemble for multi-class liver disease classification using computed tomography images

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE5INEVLYjI4dnVKckpMWTl0aFVlYlR5azRpRXlKbnN0Y1lINmJTMGRWOGlnYlpnRTVDemxacXRaRUljRjNTOTJJNWhuV0hyYVFVWDBzUVFHR1c5c0JRdWZ3?oc=5" target="_blank">Transformer-enhanced deep ensemble for multi-class liver disease classification using computed tomography images</a>  <font color="#6f6f6f">Nature</font>

Clinical validation of lightweight CNN architectures for reliable multi-class classification of lung cancer using histopathological imaging techniques
Naturetech

Clinical validation of lightweight CNN architectures for reliable multi-class classification of lung cancer using histopathological imaging techniques

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE1TS3BiR1JkQm1QQVJaeGcyMXZNOHo0TGxOcWpFdlNwd0JwanRmX0g4aEY0eGkzU3RuOElnMDBrSTNhRHlnMXBTM0NJMjM0UHhJdXB5aDB3NFJyOS0yWHNn?oc=5" target="_blank">Clinical validation of lightweight CNN architectures for reliable multi-class classification of lung cancer using histopathological imaging techniques</a>  <font color="#6f6f6f">Nature</font>

Comparative evaluation of CNN models for nasopharyngeal carcinoma classification on pathology data
Naturegeneral

Comparative evaluation of CNN models for nasopharyngeal carcinoma classification on pathology data

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE9fYU9HWU1JWFkxZXcxOHJsQjJuby1kRW1tVTI4X3FTcUx6eFRrZ0w1VEN5OEpBdVJscGJJdVRLaGl2WUxzZmdMQlVOTHZsSWg2QWc0QTJNSHV6SlFBQ2dB?oc=5" target="_blank">Comparative evaluation of CNN models for nasopharyngeal carcinoma classification on pathology data</a>  <font color="#6f6f6f">Nature</font>

Dual branch fundus deep learning network as an enhanced multi classification system for ocular disease detection via hybrid feature fusion
Natureworld

Dual branch fundus deep learning network as an enhanced multi classification system for ocular disease detection via hybrid feature fusion

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE92VGp4YUlpeXRUcHdaTEZKQkVvdmFlRmgyUmU2VFZoWjBScmZ6UlA1UHh4YVIxcVZKWVdUMkJNYVRCbDRlazVJVnJBWTRJWlZSYk9VNzkyTDlsa1VBUXFV?oc=5" target="_blank">Dual branch fundus deep learning network as an enhanced multi classification system for ocular disease detection via hybrid feature fusion</a>  <font color="#6f6f6f">Nature</font>

BC-SwinNet: Swin transformer and CNN with multi-objective optimization for multi-class breast cancer detection using Histopathological images
Naturegeneral

BC-SwinNet: Swin transformer and CNN with multi-objective optimization for multi-class breast cancer detection using Histopathological images

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE9zMS05ZFNtWUNBcHdKMGc5RElSa3RCelNYbDF3ZWFMOXBncV9TNjljS3ZTcm5MSUNCQ2RNQ0JjQWlucnhINjlPMTFyLUpXOGRFRGV5Mzdyaml5NmEyZUp3?oc=5" target="_blank">BC-SwinNet: Swin transformer and CNN with multi-objective optimization for multi-class breast cancer detection using Histopathological images</a>  <font color="#6f6f6f">Nature</font>

Metaheuristic optimization of deep CNNs for multi-class diagnosis of cervical cancer and lymphoma
Naturegeneral

Metaheuristic optimization of deep CNNs for multi-class diagnosis of cervical cancer and lymphoma

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE1wSW93R2RXUDFyc0pVUWRranBVXzdFZHVTcUZyajJ0S25xWUsyYU1rcG11dmhFRnYwRHVDQk9lZVhMbzJ1YWtBSmQ1dW9DLXlmQUtwdmU1bGJHUnRuN0xj?oc=5" target="_blank">Metaheuristic optimization of deep CNNs for multi-class diagnosis of cervical cancer and lymphoma</a>  <font color="#6f6f6f">Nature</font>

Automated multi-class ECG arrhythmia detection using VMD and multi-task optimization
Naturegeneral

Automated multi-class ECG arrhythmia detection using VMD and multi-task optimization

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE0xZ19qT3NoUzlyZWZIeld1R2VieVprLTVhRlJleXJBOXFWbC14N3FpTHlqNkVKNUt6T3A2aTVSSXRpSGQ2QUh5UERnNzJlYmNuT0UxUGhidmRaSEZnSG5z?oc=5" target="_blank">Automated multi-class ECG arrhythmia detection using VMD and multi-task optimization</a>  <font color="#6f6f6f">Nature</font>

Squeeze-and-Excitation Enhanced Convolutional Neural Networks for Multi-class Pneumonia Classification on Chest Radiographs
Cureusgeneral

Squeeze-and-Excitation Enhanced Convolutional Neural Networks for Multi-class Pneumonia Classification on Chest Radiographs

<a href="https://news.google.com/rss/articles/CBMi9AFBVV95cUxQTjR2c3RIcVhnbmtaZFpMcFlKNWk0OGpEUFlMWnpNc2c2bzRHVklPQTA5d0djZnh4UXBFWWMzdUhIU2xQMVpXY0wzV2JmOEtVMDRvQUF5QjNPdk53Y1ppY1BlcWVMcExucDZJb0FxM2tVbTVab2dYMVhFUHJxbnMyQ2dzQmxHall5MngybFZVa2FybVV5ZnVhemIzem5xcnVIcHEtdjJUQ2s0SXFOUHF3dUJ6TFhURUdjS0JDMkFBN1BwNGI4N3BMclV4X0d1NFB5dERPYThnNGR3RFBPM2JDTDZKaTRuQ0N0NVNReHhEX2lGalhG?oc=5" target="_blank">Squeeze-and-Excitation Enhanced Convolutional Neural Networks for Multi-class Pneumonia Classification on Chest Radiographs</a>  <font color="#6f6f6f">Cureus</font>

High-performance scene classification in remote sensing imagery using a custom deep CNN architecture
Naturegeneral

High-performance scene classification in remote sensing imagery using a custom deep CNN architecture

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE44XzZsUWFuazZiUV9uMmVPQWhNNDhHWlQ5TVNnWGZsN2NxcEt0cEFYVnlWVTVsY1owLWVLTkFkT1p1QUdvdWFhb3dqU3dpOTkxRHZtSmtFaFprNzNwa1JF?oc=5" target="_blank">High-performance scene classification in remote sensing imagery using a custom deep CNN architecture</a>  <font color="#6f6f6f">Nature</font>

Uncertainty-Aware adaptive neuro-fuzzy transformer framework for robust multi-center lung disease classification
Naturetech

Uncertainty-Aware adaptive neuro-fuzzy transformer framework for robust multi-center lung disease classification

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFBjOXl4WmIxOUZZZnQ1Wk5lUlNPNlowajdYNkU5akVNXzlqWXRlMWFseFMxQllCa3F6QjVXTWJuZnRJOUtXcjdqWUxpZmNiY2JKcFE4MHJ4OFVQNUJac2FB?oc=5" target="_blank">Uncertainty-Aware adaptive neuro-fuzzy transformer framework for robust multi-center lung disease classification</a>  <font color="#6f6f6f">Nature</font>

Multi-step chestnut physical characteristics classification model based on vision transformation using a single-view RGB image
Naturegeneral

Multi-step chestnut physical characteristics classification model based on vision transformation using a single-view RGB image

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE45anRqWXpsQ2M1ZW5mZUFsR3RoYmdrU0FoQkstQ19aRU1sRm1XWXVUcWF2bkhseUlkbjhUejR5aTAxYmhrVXRoS2NJVDJNWElXRktEMTBFSUl0R3NqUW40?oc=5" target="_blank">Multi-step chestnut physical characteristics classification model based on vision transformation using a single-view RGB image</a>  <font color="#6f6f6f">Nature</font>

Brain tumor classification from MRI images using a multi-scale channel attention CNN integrated with SVM
Naturetech

Brain tumor classification from MRI images using a multi-scale channel attention CNN integrated with SVM

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE5rSFdHMnJEOGNoc0dydFFzWHlZbmdkcTZfMHNTaDJWSnViam40WnI3azlURS11LWZiM29zOEFKMzEyY08yUjJrVlFqcFVJXzhmNUVjUzI0aDVsOC0wdFRV?oc=5" target="_blank">Brain tumor classification from MRI images using a multi-scale channel attention CNN integrated with SVM</a>  <font color="#6f6f6f">Nature</font>

Multi-Class classification using Focal Loss and LightGBM
Towards Data Sciencegeneral

Multi-Class classification using Focal Loss and LightGBM

<a href="https://news.google.com/rss/articles/CBMiowFBVV95cUxORWpfdVJwQkUxM0JRZWIxNDEyNm92NmRaRHVwcnE5TlNoRVlyQldqTUhkUzU4bjBPLXlKdGhIVC1POFVFQnV1NVpWZ3VLYTJ0SlE1SmdnQnR3US1abE5LZ0hPaU11LVVyak5iSGswQXhjT1BuYzYxd3RsTTZrT1VBajIzS0RtLS1DRWpsN1Y1X0ZNSlFyakIyZEh3Vl80RjZ5TUJn?oc=5" target="_blank">Multi-Class classification using Focal Loss and LightGBM</a>  <font color="#6f6f6f">Towards Data Science</font>

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