dimensionality-reduction

Documents about dimensionality-reduction

• Replication data for: From embedding geometry to topic quality: an analysis of dimensionality reduction in topic modeling pipelines#437544Repositório de Dados de Pesquisa da Unicamp Dataverse OAI Archive
• Features Dimensionality Reduction Approaches for Machine Learning Based Network Intrusion Detection#199680OpenAlex
• DiRe-RAPIDS: Topology-faithful dimensionality reduction at scale#141563arXiv CS
• Class Angular Distortion Index for Dimensionality Reduction#151747arXiv CS
• Dimensionality reduction for closed-loop quantum gate calibration#668244arXiv (OAI Expanded)
• Dimensionality reduction for closed-loop quantum gate calibration#670309arXiv (All)
• Cosmic Emergentism: A Radical Extension of Refusal-Driven Dimensionality Reduction Theory (RDRT)#75326PhilArchive
• Refusal-Driven Dimensionality Reduction Theory (RDRT): Parameters, Empirical Support, and Experimental Planning#94669PhilArchive
• Partially Linear Autoencoders for Manifold Learning and Dimensionality Reduction#797077arXiv (OAI Expanded)
• Partially Linear Autoencoders for Manifold Learning and Dimensionality Reduction#798490arXiv (All)
• UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction#7129OpenAlex
• The Thermodynamic U: Refusal-Driven Dimensionality Reduction from Cosmos to Hyper-Hybrid Society#77849PhilArchive
• Implementing quantum dimensionality reduction for non-Markovian stochastic simulation#215696Ora Oxford University Research
• Interpretable and Scalable Similarity Metrics for DNA‐Encoded Library Design Using Generative Topographic Mapping#176847HAL (France)
• Bridging Graph Drawing and Dimensionality Reduction with Stochastic Stress Optimization#151744arXiv CS
• A Comprehensive Exposition of Two-Dimensional Linear Waves and the Dimensionality-Reduction Origin of Quantum Wavefunction Collapse#241872Figshare
• Dimensionality Reduction Meets Network Science: Sensemaking on UMAP's kNN Graph#353039arXiv CS
• Interpretable spatial multi-omics data integration and dimensionality reduction with SpaMV.#449875NCBI PubMed Central
• Refusal-Driven Dimensionality Reduction Theory (RDRT): A Thermodynamic Framework for Consciousness Grounded in Recursive Limits#716010PhilArchive
• Thermodynamic Individualism: Oscillatory Dynamics in the Social Extension of Refusal-Driven Dimensionality Reduction Theory (RDRT)#731881PhilArchive
• Phenomenal Waves and Soft Refusals: A Cross-Frequency Formulation of Refusal-Driven Dimensionality Reduction Theory (RDRT)#114656PhilArchive
• Dimensional cophenetic integrity: a method for evaluation of dimensionality reduction in MSI.#138456NCBI PubMed Central
• A novel metric reveals previously unrecognized distortion in dimensionality reduction of scRNA-Seq data#252830bioRxiv / medRxiv
• Dimensionality Reduction for Cyberattack Classification: A Comparative Evaluation of PCA and Linear Predictive Coding#259368arXiv CS
• Methods for Transparency and Control in Embedding Visualizations#273818Harvard DASH
• Application of clustering algorithms for dimensionality reduction in infrastructure resilience prediction models#409552ScholarBank@NUS
• CEDR: robust consensus cancer subtyping with multi-omics data via ensemble dimensionality reduction.#189955NCBI PubMed Central
• When One Point Is Not Enough: Addressing Ambiguous Instances in Dimensionality Reduction by Splitting#222617arXiv CS
• FEDRANN: effective long-read overlap detection based on dimensionality reduction and approximate nearest neighbors.#227793NCBI PubMed Central
• Bayesian mixed multidimensional scaling for auditory processing#371014IRIS
• Measuring Distortion in the Empty Regions of Dimensionality Reduction Scatterplots with the Gap Index#414113arXiv CS
• Duality in Phenomenological Space: Calculable and Non-Calculable Aspects of Perception in Refusal-Driven Dimensionality Reduction Theory (RDRT)#731331PhilArchive
• Dimensionality reduction for AI based hyperspectral image classification based on XAI#1037016arXiv (All)
• Graph Dimensionality Reduction for Contextual Bandits: Structure-Specific Regret Bounds under Approximate Smoothness and Noisy Eigenspaces#319694arXiv CS
• Cluster-Based Dimensionality Reduction by Nonparametric Distributional Screening#974935arXiv (All)
• Comparing dimensionality reduction methods for local structural identification in colloidal systems#998011arXiv (All)
• Variable-Projection Sparse Functional Principal Component Analysis: Interpretable Functional Dimensionality Reduction with Applications to Raman Spectral Data#1011675arXiv (All)
• Applying Principal Component Analysis for Categorized Dimensionality Reduction in DDoS Detection for Software-Defined Networks.#1039984NCBI PubMed Central
• Physical Limits on Phenomenal Intensity in Biological Brains: The Absolute Ceiling for Darwinian Consciousness in Refusal-Driven Dimensionality Reduction Theory (RDRT)#74979PhilArchive
• Dimensionality reduction of COSMO-RS molecular descriptor using functional principal component analysis (FPCA) for organic solvent mapping#202577HAL (France)
• An unsupervised clustering analysis of breast cancer data derived from electronic health records enhanced through UMAP dimensionality reduction#386884arXiv CS
• Relationship between SVD and PCA. How to use SVD to perform PCA?#787241Stack Exchange
• A Two-Layer Dimension Reduction and Two-Tier Classification Model for Anomaly-Based Intrusion Detection in IoT Backbone Networks#199681OpenAlex
• Dimensionality Reduction via Regression in Hyperspectral Imagery#257453HAL (France)
• Surrogate-based uncertainty propagation for expensive simulators with functional outputs#347597HAL (France)
• Seismic Precursors to the Blatten, Switzerland Landslide Revealed by Unsupervised Machine Learning#262217HAL (France)
• Leveraging AI for Enhanced Breast Cancer Detection: A Focus on Dimensionality Reduction and Imbalanced Learning#365617Springer Nature OA
• Dimensionality Reduction for Hyperspectral Image Classification#997224arXiv (All)
• Automated clustering workflow for molecular simulation data and ubiquitin simulation datset#376047Radar OAI Repository
• Exploration of schizophrenia-associated gene modules using graph theory, co-expression networks, and dimensionality reduction#13950PLOS