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13,475 matches · Machine Learning and ELM

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001Training Neural Network Model Using an Improved Three-Term Conjugate Gradient AlgorithmOpenAlexPaperIbidapo Dare Dada, Emmanuel Owajiya Franklyn et al.4 days ago
002The statistical physics of learning in under- and over-parameterized layered neural networksOpenAlexPaperOtavio Citton, Frederieke Richert et al.6 days ago
003Software design phase risk estimation using extreme learning machineOpenAlexPaperTabrez Khan, Mohammad Islam et al.Jul 23
004Three-Layer Perceptron Position and Size Encoding in Shapes Classification TasksOpenAlexPaperCarlo CiullaJul 23
005A robust twin support vector machine based on typicality measure and outcome-adaptive strategyOpenAlexPaperBinyan Xiong, Wangyong Lv et al.Jul 22
006Innovative Soft Computing Techniques for Analyzing Rate Constants in Artificial UV-Driven Photocatalysis Within Tubular ReactorsOpenAlexPaperNayeemuddin Mohammed, Diaa S. Metwally et al.Jul 22
007Online learning of Cauchy loss with mini-batch gradientOpenAlexPaperHongfei Xu, Xiao Zhang et al.Jul 22
008Technological Approaches to UnlearningOpenAlexPaperBitan Misra, Sayan Chakraborty et al.Jul 22
009Training Morphological Perceptron with Competitive Layer using Convex-Concave ProcedureOpenAlexPaperMarcos Eduardo Valle, Iara CunhaJul 22
010Tree extraction in open-pit mine restoration areas using unmanned aerial vehicle LiDAR and you only look once-based deep learningOpenAlexPaperShangxiao Wang, Shengjun Xiao et al.Jul 22
011Enhancing BNN storage and performance requirements via efficient quantization and variable encodingOpenAlexPaperMarc Ordoñez, Franyell Silfa et al.Jul 21
012Graph Neural Networks for Fault Localization in Power Grids: A Leakage-Free BenchmarkOpenAlexPaperKoffi Tinin WorouJul 20
013Graph Neural Networks for Fault Localization in Power Grids: A Leakage-Free BenchmarkOpenAlexPaperKoffi Tinin WorouJul 20
014Opportunity DatsetOpenAlexPaperShanjida Azim ShornaJul 20
015Opportunity DatsetOpenAlexPaperShanjida Azim ShornaJul 20
016Mathematical Structures In Machine Learning And Neural NetworksOpenAlexPaperKhushal P. Rathod*Jul 17
017Mathematical Structures In Machine Learning And Neural NetworksOpenAlexPaperKhushal P. Rathod*Jul 17
018On high probability of universal approximation in random basis expansions with non-continuous weight samplingOpenAlexPaperJohn E. DargesJul 17
019Hybrid Switching Optimization Strategy for Efficient Training of Deep Neural Networks on the MNIST DatasetOpenAlexPaperHarish KunderJul 16
020Improving Performance of Spike-based Deep Q-Learning using Ternary NeuronsOpenAlexPaperAref Ghoreishee, Abhishek Kumar Mishra et al.Jul 16
021A Hybrid NBINGARCH–Machine Learning Framework for Forecasting Rice Leaf Folder (Cnaphalocrocis medinalis) Populations in Andhra Pradesh, IndiaOpenAlexPaperP. Lavanya Kumari, I. Paramasiva et al.Jul 15
022Ensemble Extreme Learning Machines for Uncertainty Quantification in Ordinary Differential EquationsOpenAlexPaperSajad Ahmad Sheikh, Lateef Ahmad WaniJul 14
023Why Transfer Learning Fails Under Target Non-IdentifiabilityOpenAlexPaperYuki KobayashiJul 13
024Adaptive Batch Variance-Reduced Optimization for Online Self-Organizing RBFNNs with Incremental LearningOpenAlexPaperLim Eng AikJul 12
025Meta-constrained extreme learning machines: a novel approach for classification problemsOpenAlexPaperZafer Serin, Cihan Karakuzu et al.Jul 12
026A Memory-Augmented Extension of Random Forest: The Memory-Augmented Forest (MAF)OpenAlexPaperJincheng ZhangJul 11
027A Memory-Augmented Extension of Random Forest: The Memory-Augmented Forest (MAF)OpenAlexPaperJincheng ZhangJul 11
028A Study on Self-Reconstructing Random Forest (SRRF): Joint Optimization of Classification and Feature ReconstructionOpenAlexPaperJincheng ZhangJul 11
029A Study on Self-Reconstructing Random Forest (SRRF): Joint Optimization of Classification and Feature ReconstructionOpenAlexPaperJincheng ZhangJul 11
030A meta-learning RBF-ELM network with a novel conditional entropy distance metric for mixed-attribute data classificationOpenAlexPaperQiude Li, Liezhen Wang et al.Jul 11
031Accepting Subset States in Neural Networks OptimizationOpenAlexPaperMirzakhmet SyzdykovJul 11
032Bidirectional Forest Autoencoder (BFA) for Unsupervised Representation LearningOpenAlexPaperJincheng ZhangJul 11
033Bidirectional Forest Autoencoder (BFA) for Unsupervised Representation LearningOpenAlexPaperJincheng ZhangJul 11
034Research on Progressive Compression Forest Architecture with Multi-Layer Sequential Manifold ReductionOpenAlexPaperJincheng ZhangJul 11
035Research on Progressive Compression Forest Architecture with Multi-Layer Sequential Manifold ReductionOpenAlexPaperJincheng ZhangJul 11
036Research on Random Forest Extensions: Multi-Scale Representation Learning Mechanism Based on Hierarchical Latent Forest (HLF)OpenAlexPaperJincheng ZhangJul 11
037Research on Random Forest Extensions: Multi-Scale Representation Learning Mechanism Based on Hierarchical Latent Forest (HLF)OpenAlexPaperJincheng ZhangJul 11
038Research on Random Forest Optimization Algorithm Based on Consensus Representation Learning (CRF-2)OpenAlexPaperJincheng ZhangJul 11
039Research on Random Forest Optimization Algorithm Based on Consensus Representation Learning (CRF-2)OpenAlexPaperJincheng ZhangJul 11
040Research on Random Forest Variant: A Predictive Coding Forest (PCF-2) Based on the Predictive Coding MechanismOpenAlexPaperJincheng ZhangJul 11
041Research on Random Forest Variant: A Predictive Coding Forest (PCF-2) Based on the Predictive Coding MechanismOpenAlexPaperJincheng ZhangJul 11
042Research on Random Forest Variant: Graph Reconstruction Forest (GRF) — Theory and ApplicationsOpenAlexPaperJincheng ZhangJul 11
043Research on Random Forest Variant: Graph Reconstruction Forest (GRF) — Theory and ApplicationsOpenAlexPaperJincheng ZhangJul 11
044Research on Random Forest and Its Information Bottleneck Extension: From Classical RF to Information Bottleneck Forest (IBF)OpenAlexPaperJincheng ZhangJul 11
045Research on Random Forest and Its Information Bottleneck Extension: From Classical RF to Information Bottleneck Forest (IBF)OpenAlexPaperJincheng ZhangJul 11
046Research on Random Forest: A Deep Recursive Autoencoding Forest (RAF) ArchitectureOpenAlexPaperJincheng ZhangJul 11
047Research on Random Forest: A Deep Recursive Autoencoding Forest (RAF) ArchitectureOpenAlexPaperJincheng ZhangJul 11
048Research on Sparse Representation Forest (SRF)OpenAlexPaperJincheng ZhangJul 11
049Research on Sparse Representation Forest (SRF)OpenAlexPaperJincheng ZhangJul 11
050Research on a New Neural Network: Prediction Error Inversion Network (PEI-Net)OpenAlexPaperJincheng ZhangJul 11
051Research on a New Neural Network: Prediction Error Inversion Network (PEI-Net)OpenAlexPaperJincheng ZhangJul 11
052Anisotropic Random-Feature Surrogate-Assisted Evolutionary Algorithm for High-Dimensional Risk-Based Energy Management OptimizationOpenAlexPaperJiaming Hu, Chixin Xiao et al.Jul 10
053Drone-Based Human Activity Classification Using Quantum Machine Learning for Smart City Security ApplicationsOpenAlexPaperVenkata Phanikrishna Balam, Salonikumari Manager SahJul 10
054<b>Design Scheme Style Feature Extraction and Machine Learning Classification Algorithm Construction</b>OpenAlexPaperWenjie WangJul 9
055Concepts and Theory of Artificial Neural NetworksOpenAlexPaperJitendra R. Raol, Sunish GeorgeJul 9
056Gradient-Based Nonlinear Inverse LearningOpenAlexPaperAbhishake, Nicole Mücke et al.Jul 9
057Partial Structural Equivalence Between Integral Neurons and a Subclass of RHONN NeuronsOpenAlexPaperKostadin Yotov, Emil Hadzhikolev et al.Jul 9
058Quantum Kernel Extreme Learning Machine with Multivariate Gaussian Document Representation for Multi-label Soft ClassificationOpenAlexPaperShang Gao, Guang‐Bao Xu et al.Jul 9
059Urban Traffic Incident Detection based on an Improved Extreme Learning Machine AlgorithmOpenAlexPaperMeryem Ayou, Jaouad BoumhidiJul 8
060An Over-Sampling Algorithm Based on Jumping Between Different Abstraction Levels (Abstraction-level SMOTE)OpenAlexPaperJincheng ZhangJul 4

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