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Stacked Broad Learning System: From Incremental Flatted Structure to Deep Model

https://doi.org/10.1109/tsmc.2020.3043147

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What this work says

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

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Pattern Recognition and Neural Networks

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MS-Celeb-1M: A Dataset and Benchmark for Large-Scale Face Recognition

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Identity Mappings in Deep Residual Networks

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Dyad ranking using Plackett–Luce models based on joint feature representations

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Discriminative graph regularized broad learning system for image recognition

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Data-intensive applications, challenges, techniques and technologies: A survey on Big Data

inferredcites →https://doi.org/10.1016/j.neucom.2019.10.007openalex-snapshot

Autonomous deep learning: A genetic DCNN designer for image classification

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On field calibration of an electronic nose for benzene estimation in an urban pollution monitoring scenario

inferredcites →https://doi.org/10.1017/cbo9780511812651openalex-snapshot

Pattern Recognition and Neural Networks

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Random forest classifier for remote sensing classification

inferredcites →https://doi.org/10.1093/oso/9780198538493.001.0001openalex-snapshot

Neural Networks for Pattern Recognition

inferredcites →https://doi.org/10.1109/2.144401openalex-snapshot

Functional-link net computing: theory, system architecture, and functionalities

inferredcites →https://doi.org/10.1109/3477.740166openalex-snapshot

A rapid learning and dynamic stepwise updating algorithm for flat neural networks and the application to time-series prediction

inferredcites →https://doi.org/10.1109/5.726791openalex-snapshot

Gradient-based learning applied to document recognition

inferredcites →https://doi.org/10.1109/78.258082openalex-snapshot

Matching pursuits with time-frequency dictionaries

inferredcites →https://doi.org/10.1109/compcomm.2018.8780984openalex-snapshot

A CNN-Based Broad Learning System

inferredcites →https://doi.org/10.1109/cvpr.2004.1315150openalex-snapshot

Learning methods for generic object recognition with invariance to pose and lighting

inferredcites →https://doi.org/10.1109/cvpr.2016.90openalex-snapshot

Deep Residual Learning for Image Recognition

inferredcites →https://doi.org/10.1109/cvpr.2017.243openalex-snapshot

Densely Connected Convolutional Networks

inferredcites →https://doi.org/10.1109/mis.2013.140openalex-snapshot

Extreme Learning Machines [Trends & Controversies]

inferredcites →https://doi.org/10.1109/siprocess.2019.8868769openalex-snapshot

CNN-Based Broad Learning System

inferredcites →https://doi.org/10.1109/smc.2019.8914328openalex-snapshot

Multi-Kernel Broad Learning systems Based on Random Features:A Novel Expansion for Nonlinear Feature Nodes

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GCB-Net: Graph Convolutional Broad Network and Its Application in Emotion Recognition

inferredcites →https://doi.org/10.1109/tcyb.2018.2857815openalex-snapshot

Fuzzy Broad Learning System: A Novel Neuro-Fuzzy Model for Regression and Classification

inferredcites →https://doi.org/10.1109/tcyb.2018.2863020openalex-snapshot

Recurrent Broad Learning Systems for Time Series Prediction

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Novel Efficient RNN and LSTM-Like Architectures: Recurrent and Gated Broad Learning Systems and Their Applications for Text Classification

inferredcites →https://doi.org/10.1109/tcyb.2020.2978500openalex-snapshot

Adaptive Deep Cascade Broad Learning System and Its Application in Image Denoising

inferredcites →https://doi.org/10.1109/tie.2019.2931255openalex-snapshot

Broad Convolutional Neural Network Based Industrial Process Fault Diagnosis With Incremental Learning Capability

inferredcites →https://doi.org/10.1109/tnnls.2015.2420661openalex-snapshot

Adaptive Neural Output Feedback Control of Output-Constrained Nonlinear Systems With Unknown Output Nonlinearity

inferredcites →https://doi.org/10.1109/tnnls.2015.2424995openalex-snapshot

Extreme Learning Machine for Multilayer Perceptron

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Change Detection in Synthetic Aperture Radar Images Based on Deep Neural Networks

inferredcites →https://doi.org/10.1109/tnnls.2017.2716952openalex-snapshot

Broad Learning System: An Effective and Efficient Incremental Learning System Without the Need for Deep Architecture

inferredcites →https://doi.org/10.1109/tnnls.2018.2866622openalex-snapshot

Universal Approximation Capability of Broad Learning System and Its Structural Variations

inferredcites →https://doi.org/10.1109/tpami.2019.2918284openalex-snapshot

Convolutional Networks with Dense Connectivity

inferredcites →https://doi.org/10.1109/tsmc.2019.2956022openalex-snapshot

A Complex Network-Based Broad Learning System for Detecting Driver Fatigue From EEG Signals

inferredcites →https://doi.org/10.1109/tsmc.2019.2957818openalex-snapshot

A Construction of Robust Representations for Small Data Sets Using Broad Learning System

inferredcites →https://doi.org/10.1109/tsmc.2020.2964684openalex-snapshot

Classification of EEG Signals on VEP-Based BCI Systems With Broad Learning

inferredcites →https://doi.org/10.1109/tsmc.2020.2995205openalex-snapshot

Analysis and Variants of Broad Learning System

inferredcites →https://doi.org/10.1109/tsmcb.2011.2168604openalex-snapshot

Extreme Learning Machine for Regression and Multiclass Classification

inferredcites →https://doi.org/10.1126/science.1127647openalex-snapshot

Reducing the Dimensionality of Data with Neural Networks

inferredcites →https://doi.org/10.1142/9789812776655openalex-snapshot

Least Squares Support Vector Machines

inferredcites →https://doi.org/10.1145/1390156.1390294openalex-snapshot

Extracting and composing robust features with denoising autoencoders

inferredcites →https://doi.org/10.1145/3065386openalex-snapshot

ImageNet classification with deep convolutional neural networks

inferredcites →https://doi.org/10.1162/neco.2006.18.7.1527openalex-snapshot

A Fast Learning Algorithm for Deep Belief Nets

inferredcites →https://doi.org/10.1609/aaai.v30i1.10287openalex-snapshot

Deep Learning with S-Shaped Rectified Linear Activation Units

inferredcites →https://doi.org/10.18637/jss.v017.b05openalex-snapshot

Pattern Recognition and Machine Learning

inferredcites →https://doi.org/10.2307/1268908openalex-snapshot

Modern Applied Statistics with S-PLUS

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Modern Applied Statistics with S-Plus.

inferredcites →https://doi.org/10.48550/arxiv.1602.07360openalex-snapshot

SqueezeNet: AlexNet-level accuracy with 50x fewer parameters and <0.5MB model size

inferredcites →https://doi.org/10.48550/arxiv.1603.08029openalex-snapshot

Resnet in Resnet: Generalizing Residual Architectures

inferredcites →https://doi.org/10.48550/arxiv.1708.07747openalex-snapshot

Fashion-MNIST: a Novel Image Dataset for Benchmarking Machine Learning Algorithms

inferredcites →https://doi.org/10.48550/arxiv.1905.11533openalex-snapshot

CGaP: Continuous Growth and Pruning for Efficient Deep Learning

inferredcites →https://doi.org/10.57702/e7wwo0zkopenalex-snapshot

Reading digits in natural images with unsupervised feature learning

inferredcites →https://doi.org/10.57702/zp44cu3gopenalex-snapshot

Learning Multiple Layers of Features from Tiny Images

inferredcites →https://doi.org/10.5860/choice.31-5500openalex-snapshot

Neural networks for pattern recognition

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A new data augmentation method for EEG features based on the hybrid model of broad-deep networks

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Cauchy regularized broad learning system for noisy data regression

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inferred← citeshttps://doi.org/10.1109/tnnls.2022.3184846openalex-snapshot

BASS: Broad Network Based on Localized Stochastic Sensitivity

inferred← citeshttps://doi.org/10.1109/tnnls.2022.3190043openalex-snapshot

A Pseudoinversion-Free Method for Weight Updating in Broad Learning System

inferred← citeshttps://doi.org/10.1109/tnnls.2022.3216788openalex-snapshot

Tree Broad Learning System for Small Data Modeling

inferred← citeshttps://doi.org/10.1109/tnnls.2023.3259016openalex-snapshot

Class-Incremental Learning Method With Fast Update and High Retainability Based on Broad Learning System

inferred← citeshttps://doi.org/10.1109/tnnls.2023.3264617openalex-snapshot

A Broad Generative Network for Two-Stage Image Outpainting

inferred← citeshttps://doi.org/10.1109/tnnls.2023.3317255openalex-snapshot

When Broad Learning System Meets Label Noise Learning: A Reweighting Learning Framework

inferred← citeshttps://doi.org/10.1109/tnnls.2023.3347888openalex-snapshot

Extreme Fuzzy Broad Learning System: Algorithm, Frequency Principle, and Applications in Classification and Regression

inferred← citeshttps://doi.org/10.1109/tnnls.2024.3377194openalex-snapshot

Dynamic Neural Network Structure: A Review for its Theories and Applications

inferred← citeshttps://doi.org/10.1109/tnnls.2024.3392583openalex-snapshot

An Incremental-Self-Training-Guided Semi-Supervised Broad Learning System

inferred← citeshttps://doi.org/10.1109/tnnls.2024.3396659openalex-snapshot

Robust Incremental Broad Learning System for Data Streams of Uncertain Scale

inferred← citeshttps://doi.org/10.1109/tnnls.2025.3564654openalex-snapshot

Bi-PIL: Bidirectional Gradient-Free Learning Scheme for Multilayer Neural Networks

inferred← citeshttps://doi.org/10.1109/tnnls.2025.3567757openalex-snapshot

Factorization-Based Broad Learning System With Time-Dependent Structure

inferred← citeshttps://doi.org/10.1109/tnsm.2024.3353772openalex-snapshot

Detecting Cloud Anomaly via Broad Network-Based Contrastive Autoencoder

inferred← citeshttps://doi.org/10.1109/trustcom56396.2022.00231openalex-snapshot

Vehicle Classification System with Mobile Edge Computing Based on Broad Learning

inferred← citeshttps://doi.org/10.1109/tsmc.2021.3055501openalex-snapshot

An Input Weights Dependent Complex-Valued Learning Algorithm Based on Wirtinger Calculus

inferred← citeshttps://doi.org/10.1109/tsmc.2022.3211519openalex-snapshot

Broad Minimax Probability Learning System and its Application in Regression Modeling

inferred← citeshttps://doi.org/10.1109/tsmc.2023.3275128openalex-snapshot

Stacked BNAS: Rethinking Broad Convolutional Neural Network for Neural Architecture Search

inferred← citeshttps://doi.org/10.1109/tsmc.2023.3301001openalex-snapshot

Convolutional Features-Based Broad Learning With LSTM for Multidimensional Facial Emotion Recognition in Human–Robot Interaction

inferred← citeshttps://doi.org/10.1109/tsmc.2023.3305498openalex-snapshot

Efficient Incremental Offline Reinforcement Learning With Sparse Broad Critic Approximation

inferred← citeshttps://doi.org/10.1109/tsmc.2023.3315541openalex-snapshot

Robust Multitask Learning With Sample Gradient Similarity

inferred← citeshttps://doi.org/10.1109/tsmc.2024.3352019openalex-snapshot

A Progressive Stacking Pseudoinverse Learning Framework via Active Learning in Random Subspaces

inferred← citeshttps://doi.org/10.1109/tsmc.2025.3629555openalex-snapshot

Semi-Supervised Ensemble Classifier Based on Distance Constraint for High-Dimensional Data

inferred← citeshttps://doi.org/10.1109/tsmc.2026.3687878openalex-snapshot

Federated Class Incremental Learning Method With High Accuracy and Extremely Low Communication Cost Based on Broad Learning System

inferred← citeshttps://doi.org/10.1109/tsmc.2026.3693265openalex-snapshot

Dual-Branch Transformation Broad Learning for Multiclass Recognition

inferred← citeshttps://doi.org/10.1145/3639063openalex-snapshot

Data Scarcity in Recommendation Systems: A Survey

inferred← citeshttps://doi.org/10.1155/2022/7338164openalex-snapshot

Antenna Optimization Based on Auto-Context Broad Learning System

inferred← citeshttps://doi.org/10.1155/2022/9410381openalex-snapshot

River Extraction from Remote Sensing Images in Cold and Arid Regions Based on Attention Mechanism

inferred← citeshttps://doi.org/10.14569/ijacsa.2024.0150252openalex-snapshot

A Novel Robust Stacked Broad Learning System for Noisy Data Regression

inferred← citeshttps://doi.org/10.21203/rs.3.rs-3178569/v1openalex-snapshot

Broad learning system based on adaptive lasso

inferred← citeshttps://doi.org/10.21203/rs.3.rs-3957305/v1openalex-snapshot

Adaptive Soft Sensor of Stacking Approximate Kernel- Based Broad Learning System for Batch Process

inferred← citeshttps://doi.org/10.23919/ccc52363.2021.9549897openalex-snapshot

Multimodal Information-Based Broad and Deep Learning Model for Emotion Understanding

inferred← citeshttps://doi.org/10.32604/cmc.2025.064903openalex-snapshot

Intrusion Detection in Internet of Medical Things Using Digital Twins—A Review

inferred← citeshttps://doi.org/10.3390/app13148409openalex-snapshot

An Ensemble Broad Learning System (BLS) for Evaluating Landslide Susceptibility in Taiyuan City, Northern China

inferred← citeshttps://doi.org/10.3390/electronics12143118openalex-snapshot

RCBLS: An Outlier-Robust Broad Learning Framework with Compact Structure

inferred← citeshttps://doi.org/10.3390/math11173677openalex-snapshot

SSDStacked-BLS with Extended Depth and Width: Infrared Fault Diagnosis of Rolling Bearings under Dual Feature Selection

inferred← citeshttps://doi.org/10.3390/rs15040999openalex-snapshot

A Novel Hyperspectral Image Classification Method Using Class-Weighted Domain Adaptation Network

inferred← citeshttps://doi.org/10.3390/rs16091526openalex-snapshot

Capsule Broad Learning System Network for Robust Synthetic Aperture Radar Automatic Target Recognition with Small Samples

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