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General Classification

Algorithms trying to solve the general task of classification.

Papers

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Showing 501–550 of 14581 papers

TitleStatusHype
Malware Classification with Word Embedding Features—0
Malware Classification with GMM-HMM Models—0
Vanishing Twin GAN: How training a weak Generative Adversarial Network can improve semi-supervised image classification—0
Malware Classification Using Long Short-Term Memory Models—0
Deep Neural Network Feature Designs for RF Data-Driven Wireless Device Classification—0
SimHumalator: An Open Source WiFi Based Passive Radar Human Simulator For Activity Recognition—0
Label-Imbalanced and Group-Sensitive Classification under OverparameterizationCode1
A Survey of Deep Learning Techniques for Weed Detection from ImagesCode1
SoundCLR: Contrastive Learning of Representations For Improved Environmental Sound ClassificationCode1
Comparison of Methods Generalizing Max- and Average-Pooling—0
Multi-label Classification via Adaptive Resonance Theory-based ClusteringCode0
A Structurally Regularized Convolutional Neural Network for Image Classification using Wavelet-based SubBand Decomposition—0
Strategic Classification Made PracticalCode1
CLPVG: Circular limited penetrable visibility graph as a new network model for time series—0
Performance Variability in Zero-Shot Classification—0
Multiclass Burn Wound Image Classification Using Deep Convolutional Neural Networks—0
Adaptive Sampling for Minimax Fair Classification—0
DTW-Merge: A Novel Data Augmentation Technique for Time Series ClassificationCode0
ToxCCIn: Toxic Content Classification with Interpretability—0
Unsupervised Classification of Voiced Speech and Pitch Tracking Using Forward-Backward Kalman Filtering—0
Optimal Linear Combination of Classifiers—0
Adversarial Reciprocal Points Learning for Open Set RecognitionCode1
A Minimax Probability Machine for Non-Decomposable Performance Measures—0
Improving Medical Image Classification with Label Noise Using Dual-uncertainty Estimation—0
Semi-supervised Learning for COVID-19 Image Classification via ResNet—0
Expert Decision Support System for aeroacoustic source type identification using clustering—0
Automatic evaluation of human oocyte developmental potential from microscopy images—0
Searching for Robustness: Loss Learning for Noisy Classification Tasks—0
TEC: Tensor Ensemble Classifier for Big DataCode0
Layer-Wise Interpretation of Deep Neural Networks Using Identity Initialization—0
Active Selection of Classification FeaturesCode0
Class Knowledge Overlay to Visual Feature Learning for Zero-Shot Image Classification—0
A Meta-embedding-based Ensemble Approach for ICD Coding Prediction—0
Unifying Remote Sensing Image Retrieval and Classification with Robust Fine-tuning—0
Open-domain question classification and completion in conversational information searchCode0
Web Table Classification based on Visual Features—0
Highly Efficient Representation and Active Learning Framework and Its Application to Imbalanced Medical Image Classification—0
Visual Word Embedding for Text ClassificationCode0
Automatic Classification of OSA related Snoring Signals from Nocturnal Audio Recordings—0
Robust Pollen Imagery Classification with Generative Modeling and Mixup Training—0
Scene Retrieval for Contextual Visual Mapping—0
On Interpretability and Similarity in Concept-Based Machine Learning—0
TELESTO: A Graph Neural Network Model for Anomaly Classification in Cloud Services—0
Blocks World Revisited: The Effect of Self-Occlusion on Classification by Convolutional Neural Networks—0
RoBERTa-wwm-ext Fine-Tuning for Chinese Text ClassificationCode1
Automatic Meter Classification of Kurdish Poems—0
DeepCervix: A Deep Learning-based Framework for the Classification of Cervical Cells Using Hybrid Deep Feature Fusion Techniques—0
Classification with abstention but without disparitiesCode0
Active Learning to Classify Macromolecular Structures in situ for Less Supervision in Cryo-Electron Tomography—0
Deep Learning Approach for Singer Voice Classification of Vietnamese Popular Music—0
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All datasetsXORirisActivityFashion-MNISTISOLETMice ProteinMNISTWine

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1KNNAccuracy93.1—Unverified
2RFAccuracy92.96—Unverified
3CARTAccuracy92.82—Unverified
4LDAAccuracy77.22—Unverified
#ModelMetricClaimedVerifiedStatus
1MONT3Accuracy100—Unverified
2XBNETAccuracy100—Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy42—Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy67.7—Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy68.5—Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy13.4—Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy90.6—Unverified
#ModelMetricClaimedVerifiedStatus
1MONT3Accuracy100—Unverified