Methods › Computer Vision › Image Denoising Models › PCA › Papers, page 6
Principal Components Analysis
PCA
Papers archive 2025-07-28
archive papers tagged: 1,323 · with a code link: 319 · where Syntology ran a sample: 46 (31 with a run with no instrument failure, 15 where every run was a failure of Syntology's instrument) Syntology
Show: all tagged papersonly where code ran (46 of 1,323 tagged: 31 with a run with no instrument failure, 15 where every run was a failure of Syntology's instrument)
Page 6 of 14: papers 501 to 600 of 1,323, newest first by the archive's date (ties by slug), in archive order.
Repository counts are the archive's code-links table. A Syntology line states what Syntology ran from that paper's harvested code, as “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the instrument figure counts failures of Syntology's instrument, not of the code. It is per sample and not a correctness claim. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code; “community repositories only” when every sample that ran came from a community repository, “official: no sample here; runs from other or unrecorded repositories” when some came from a repository the paper names or has in its text, or from none recorded); hover it for the repositories the samples that ran came from.
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Sparse PCA on fixed-rank matrices 7 Jan 2022 · 0 repositories · arXiv:2201.02487
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Cross-Impact of Order Flow Imbalance in Equity Markets 25 Dec 2021 · 0 repositories · arXiv:2112.13213
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Selective Multiple Power Iteration: from Tensor PCA to gradient-based exploration of landscapes 23 Dec 2021 · 0 repositories · arXiv:2112.12306
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Learning shared neural manifolds from multi-subject FMRI data 22 Dec 2021 · 0 repositories · arXiv:2201.00622
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Joint machine learning analysis of muon spectroscopy data from different materials 17 Dec 2021 · 0 repositories · arXiv:2112.09601
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Mitigating Channel-wise Noise for Single Image Super Resolution 14 Dec 2021 · 0 repositories · arXiv:2112.07589
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Robust factored principal component analysis for matrix-valued outlier accommodation and detection 13 Dec 2021 · 0 repositories · arXiv:2112.06760
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Classification of Anuran Frog Species Using Machine Learning 9 Dec 2021 · 0 repositories · arXiv:2112.05148
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GAN-Supervised Dense Visual Alignment 9 Dec 2021 · 1 repository · arXiv:2112.05143Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples)
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Few-Shot Image Classification Along Sparse Graphs 7 Dec 2021 · 0 repositories · arXiv:2112.03951
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Flood Inflow Forecast Using L2-norm Ensemble Weighting Sea Surface Feature 6 Dec 2021 · 0 repositories · arXiv:2112.03108
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Nested Hyperbolic Spaces for Dimensionality Reduction and Hyperbolic NN Design 3 Dec 2021 · 0 repositories · arXiv:2112.03402
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A Comprehensively Tight Analysis of Gradient Descent for PCA 1 Dec 2021 · 0 repositories
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Aircraft Classification Based on PCA and Feature Fusion Techniques in Convolutional Neural Network 1 Dec 2021 · 0 repositories
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Concentration inequalities under sub-Gaussian and sub-exponential conditions 1 Dec 2021 · 0 repositories
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Improved sparse PCA method for face and image recognition 1 Dec 2021 · 0 repositories · arXiv:2112.00207
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CO-SNE: Dimensionality Reduction and Visualization for Hyperbolic Data 30 Nov 2021 · 0 repositories · arXiv:2111.15037
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HyperPCA: a Powerful Tool to Extract Elemental Maps from Noisy Data Obtained in LIBS Mapping of Materials 30 Nov 2021 · 0 repositories · arXiv:2111.15187
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New PCA-based Category Encoder for Cybersecurity and Processing Data in IoT Devices 29 Nov 2021 · 0 repositories · arXiv:2111.14839
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Robust Principal Component Analysis: A Construction Error Minimization Perspective 23 Nov 2021 · 0 repositories · arXiv:2111.12132
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An Improved Reinforcement Learning Model Based on Sentiment Analysis 19 Nov 2021 · 0 repositories · arXiv:2111.15354
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Gaussian Determinantal Processes: a new model for directionality in data 19 Nov 2021 · 0 repositories · arXiv:2111.09990
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Subspace Graph Physics: Real-Time Rigid Body-Driven Granular Flow Simulation 18 Nov 2021 · 1 repository · arXiv:2111.10206
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Compressive Features in Offline Reinforcement Learning for Recommender Systems 16 Nov 2021 · 0 repositories · arXiv:2111.08817
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Robust recovery for stochastic block models 16 Nov 2021 · 0 repositories · arXiv:2111.08568
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Consistent Estimation for PCA and Sparse Regression with Oblivious Outliers 4 Nov 2021 · 0 repositories · arXiv:2111.02966
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Symmetry-Aware Autoencoders: s-PCA and s-nlPCA 4 Nov 2021 · 1 repository · arXiv:2111.02893
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Classification of jujube fruit based on several pricing factors using machine learning methods 29 Oct 2021 · 0 repositories · arXiv:2111.00112
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Measuring a Texts Fairness Dimensions Using Machine Learning Based on Social Psychological Factors 29 Oct 2021 · 0 repositories · arXiv:2111.00086
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Data-driven decomposition of brain dynamics with principal component analysis in different types of head impacts 27 Oct 2021 · 0 repositories · arXiv:2110.14116
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Lung Cancer Lesion Detection in Histopathology Images Using Graph-Based Sparse PCA Network 27 Oct 2021 · 0 repositories · arXiv:2110.14728
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The chemical space of terpenes: insights from data science and AI 27 Oct 2021 · 1 repository · arXiv:2110.15047
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TOD: GPU-accelerated Outlier Detection via Tensor Operations 26 Oct 2021 · 2 repositories · arXiv:2110.14007Syntology official (archive's flag): 7 ran · 7 ran (of which 0 constructed an object rather than computing a result; 7 with no instrument failure: 0 honoured, 0 violated, 7 with no contract checked; 0 where Syntology's instrument failed) · 3 unverified (of 10 harvested samples)
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Merging Two Cultures: Deep and Statistical Learning 22 Oct 2021 · 0 repositories · arXiv:2110.11561
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An Empirical Evaluation of Time-Series Feature Sets 21 Oct 2021 · 1 repository · arXiv:2110.10914
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Principal Component Analysis versus Factor Analysis 21 Oct 2021 · 0 repositories · arXiv:2110.11261
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PCA-domain Fused Singular Spectral Analysis for fast and Noise-Robust Spectral-Spatial Feature Mining in Hyperspectral Classification 19 Oct 2021 · 1 repository
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Sufficient Dimension Reduction for High-Dimensional Regression and Low-Dimensional Embedding: Tutorial and Survey 18 Oct 2021 · 0 repositories · arXiv:2110.09620
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TLDR: Twin Learning for Dimensionality Reduction 18 Oct 2021 · 1 repository · arXiv:2110.09455
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Leveraging Spatial and Temporal Correlations in Sparsified Mean Estimation 14 Oct 2021 · 0 repositories · arXiv:2110.07751
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Food Odor Recognition via Multi-step Classification 13 Oct 2021 · 0 repositories · arXiv:2110.09956
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Understanding of a brain spatial map based on threshold-free function dendrogramization 13 Oct 2021 · 0 repositories · arXiv:2110.06492
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Label scarcity in biomedicine: Data-rich latent factor discovery enhances phenotype prediction 12 Oct 2021 · 0 repositories · arXiv:2110.06135
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Tangent Space and Dimension Estimation with the Wasserstein Distance 12 Oct 2021 · 0 repositories · arXiv:2110.06357
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Learned Robust PCA: A Scalable Deep Unfolding Approach for High-Dimensional Outlier Detection 11 Oct 2021 · 1 repository · arXiv:2110.05649Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 2 harvested samples)
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Crack detection using tap-testing and machine learning techniques to prevent potential rockfall incidents 10 Oct 2021 · 0 repositories · arXiv:2110.04923
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Automatic Recognition of Abdominal Organs in Ultrasound Images based on Deep Neural Networks and K-Nearest-Neighbor Classification 9 Oct 2021 · 1 repository · arXiv:2110.04563
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AgFlow: Fast Model Selection of Penalized PCA via Implicit Regularization Effects of Gradient Flow 7 Oct 2021 · 0 repositories · arXiv:2110.03273
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A Multi-Scale A Contrario method for Unsupervised Image Anomaly Detection 5 Oct 2021 · 0 repositories · arXiv:2110.02407
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A manifold learning approach for gesture recognition from micro-Doppler radar measurements 4 Oct 2021 · 0 repositories · arXiv:2110.01670
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Learner to learner fuzzy profiles similarity using a hybrid interaction analysis grid 1 Oct 2021 · 0 repositories · arXiv:2110.00247
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Learning of Inter-Label Geometric Relationships Using Self-Supervised Learning: Application To Gleason Grade Segmentation 1 Oct 2021 · 0 repositories · arXiv:2110.00404
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An Efficient and Reliable Tolerance-Based Algorithm for Principal Component Analysis 29 Sep 2021 · 0 repositories
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Connecting Graph Convolution and Graph PCA 29 Sep 2021 · 0 repositories
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Quantized sparse PCA for neural network weight compression 29 Sep 2021 · 0 repositories
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Towards Scaling Robustness Verification of Semantic Features via Proof Velocity 29 Sep 2021 · 0 repositories
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Detecting Central Nodes from Low-rank Excited Graph Signals via Structured Factor Analysis 28 Sep 2021 · 0 repositories · arXiv:2109.13573
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Fast and Efficient MMD-based Fair PCA via Optimization over Stiefel Manifold 23 Sep 2021 · 2 repositories · arXiv:2109.11196Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample) · 1 pointer-only (licence)
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Outlier-Robust Sparse Estimation via Non-Convex Optimization 23 Sep 2021 · 1 repository · arXiv:2109.11515
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Kernel PCA with the Nyström method 12 Sep 2021 · 1 repository · arXiv:2109.05578Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples)
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Efficient Contrastive Learning via Novel Data Augmentation and Curriculum Learning 10 Sep 2021 · 1 repository · arXiv:2109.05941Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 3 where Syntology's instrument failed) · 6 unverified (of 9 harvested samples) · 9 pointer-only (licence)
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Supervised Linear Dimension-Reduction Methods: Review, Extensions, and Comparisons 9 Sep 2021 · 0 repositories · arXiv:2109.04244
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Speeding up PCA with priming 8 Sep 2021 · 0 repositories · arXiv:2109.03709
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Multi Anchor Point Shrinkage for the Sample Covariance Matrix (Extended Version) 1 Sep 2021 · 0 repositories · arXiv:2109.00148
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Iterated and exponentially weighted moving principal component analysis 30 Aug 2021 · 1 repository · arXiv:2108.13072
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Feature Extraction for Machine Learning-based Intrusion Detection in IoT Networks 28 Aug 2021 · 0 repositories · arXiv:2108.12722
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Robust PCA Synthetic Control 28 Aug 2021 · 0 repositories · arXiv:2108.12542
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Application of Classification and Feature Selection in Building Energy Simulations 27 Aug 2021 · 0 repositories · arXiv:2108.12363
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FAST-PCA: A Fast and Exact Algorithm for Distributed Principal Component Analysis 27 Aug 2021 · 0 repositories · arXiv:2108.12373
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Data-Free Evaluation of User Contributions in Federated Learning 24 Aug 2021 · 0 repositories · arXiv:2108.10623
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Community Detection in Cryptocurrencies with Potential Applications to Portfolio Diversification 22 Aug 2021 · 0 repositories · arXiv:2108.09763
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A Novel Solution of an Elastic Net Regularization for Dementia Knowledge Discovery using Deep Learning 21 Aug 2021 · 0 repositories · arXiv:2109.00896
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Practical and Fast Momentum-Based Power Methods 20 Aug 2021 · 0 repositories · arXiv:2108.09264
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Regional disparities in Social Mobility of India 19 Aug 2021 · 0 repositories · arXiv:2108.08816
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Cost-efficient unsupervised sample selection for multivariate calibration 15 Aug 2021 · 1 repository
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Multimodal Unrolled Robust PCA for Background Foreground Separation 13 Aug 2021 · 0 repositories · arXiv:2108.06031
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Intelligent computational model for the classification of Covid-19 with chest radiography compared to other respiratory diseases 12 Aug 2021 · 0 repositories · arXiv:2108.05536
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Tensor Principal Component Analysis in High Dimensional CP Models 10 Aug 2021 · 0 repositories · arXiv:2108.04428
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Predicting Status of Pre and Post M&A Deals Using Machine Learning and Deep Learning Techniques 5 Aug 2021 · 0 repositories · arXiv:2110.09315
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Bucketed PCA Neural Networks with Neurons Mirroring Signals 2 Aug 2021 · 0 repositories · arXiv:2108.00605
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Attribute-based Explanations of Non-Linear Embeddings of High-Dimensional Data 28 Jul 2021 · 0 repositories · arXiv:2108.08706
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Logspace Reducibility From Secret Leakage Planted Clique 25 Jul 2021 · 0 repositories · arXiv:2107.11886
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Self-transfer learning via patches: A prostate cancer triage approach based on bi-parametric MRI 22 Jul 2021 · 0 repositories · arXiv:2107.10806
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A contextual analysis of multi-layer perceptron models in classifying hand-written digits and letters: limited resources 5 Jul 2021 · 0 repositories · arXiv:2107.01782
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Sparse GCA and Thresholded Gradient Descent 1 Jul 2021 · 0 repositories · arXiv:2107.00371
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Unified Framework for Spectral Dimensionality Reduction, Maximum Variance Unfolding, and Kernel Learning By Semidefinite Programming: Tutorial and Survey 29 Jun 2021 · 0 repositories · arXiv:2106.15379
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Tiled sparse coding in eigenspaces for the COVID-19 diagnosis in chest X-ray images 28 Jun 2021 · 0 repositories · arXiv:2106.14724
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Using deep learning to detect patients at risk for prostate cancer despite benign biopsies 27 Jun 2021 · 0 repositories · arXiv:2106.14256
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Functional Classwise Principal Component Analysis: A Novel Classification Framework 26 Jun 2021 · 0 repositories · arXiv:2106.13959
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Feature Grouping and Sparse Principal Component Analysis with Truncated Regularization 25 Jun 2021 · 1 repository · arXiv:2106.13685
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Self-paced Principal Component Analysis 25 Jun 2021 · 0 repositories · arXiv:2106.13880
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Closed-Form, Provable, and Robust PCA via Leverage Statistics and Innovation Search 23 Jun 2021 · 0 repositories · arXiv:2106.12190
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Fundamental limits for rank-one matrix estimation with groupwise heteroskedasticity 22 Jun 2021 · 1 repository · arXiv:2106.11950
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Sectoral portfolio optimization by judicious selection of financial ratios via PCA 22 Jun 2021 · 0 repositories · arXiv:2106.11484
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3D Shape Registration Using Spectral Graph Embedding and Probabilistic Matching 21 Jun 2021 · 0 repositories · arXiv:2106.11166
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Fully automated quantification of in vivo viscoelasticity of prostate zones using magnetic resonance elastography with Dense U-net segmentation 21 Jun 2021 · 0 repositories · arXiv:2106.11284
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High-level Features for Resource Economy and Fast Learning in Skill Transfer 18 Jun 2021 · 0 repositories · arXiv:2106.10354
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Pre-treatment of outliers and anomalies in plant data: Methodology and case study of a Vacuum Distillation Unit 17 Jun 2021 · 0 repositories · arXiv:2106.14641
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The Complexity of Sparse Tensor PCA 11 Jun 2021 · 0 repositories · arXiv:2106.06308
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Evaluating Meta-Feature Selection for the Algorithm Recommendation Problem 7 Jun 2021 · 1 repository · arXiv:2106.03954