Learning similarity with cosine similarity ensemble

2015/02/20 by Peipei Xia, Li Zhang, Fanzhang Li · 47 citations
Computer Science · #Face and Expression Recognition #Text and Document Classification Technologies #Image Retrieval and Classification Techniques

paper · doi:10.1016/j.ins.2015.02.024

Citations

• Ensembling neural networks: Many could be better than all
• Nearest neighbor pattern classification

Cited by

• Iterative Inference-time Scaling with Adaptive Frequency Steering for Image Super-Resolution
• Beyond Cosine Similarity
• ShaRP: SHAllow-LayeR Pruning for Video Large Language Models Acceleration
• Real-PGDN: A Two-level Classification Method for Full-Process Recognition of Newly Registered Pornographic and Gambling Domain Names
• ReSAM: Refine, Requery, and Reinforce: Self-Prompting Point-Supervised Segmentation for Remote Sensing Images
• BudgetLeak: Membership Inference Attacks on RAG Systems via the Generation Budget Side Channel
• Multi-omic Enriched Blood-Derived Digital Signatures Reveal Mechanistic and Confounding Disease Clusters for Differential Diagnosis
• Learning to Fast Unrank in Collaborative Filtering Recommendation
• An MLCommons Scientific Benchmarks Ontology
• Denoised Recommendation Model with Collaborative Signal Decoupling
• Deep semi-supervised approach based on consistency regularization and similarity learning for weeds classification
• Physics-informed neural network for predicting <i>in vacuo</i> vocal fold eigenmodes: A proof of concept study
• FinGAN: An Interpretable RSS Generation Network for Scalable Fingerprint Localization
• Understanding the Dilemma of Unlearning for Large Language Models
• Protocol paper: From Chaos to Order. Augmenting Manual Article Screening with Sentence Transformers in Management Systematic Reviews
• Active feature selection discovers minimal gene sets for classifying cell types and disease states with single-cell mRNA-seq data
• Explainable AI for Analyzing Person-Specific Patterns in Facial Recognition Tasks
• Beyond Imaging: Vision Transformer Digital Twin Surrogates for 3D+T Biological Tissue Dynamics
• Leveraging LLMs for Automated Translation of Legacy Code: A Case Study on PL/SQL to Java Transformation
• Unsupervised Urban Tree Biodiversity Mapping from Street-Level Imagery Using Spatially-Aware Visual Clustering
• Material Fingerprinting: A shortcut to material model discovery without solving optimization problems
• ESNERA: Empirical and semantic named entity alignment for named entity dataset merging
• A Triangular Similarity Measure for Case Retrieval in CBR and Its Application to an Agricultural Decision Support System. [europepmc]
• DeepFrag: An Open-Source Browser App for Deep-Learning Lead Optimization. [europepmc]
• Semantic Feature Extraction Using SBERT for Dementia Detection. [europepmc]
• Machine Learning Approach to Community Detection in a High-Entropy Alloy Interaction Network. [europepmc]
• Multiple mechanisms regulate statistical learning of orthographic regularities in school-age children: Neurophysiological evidence. [europepmc]
• Domain generation algorithms detection with feature extraction and Domain Center construction. [europepmc]
• A network-based approach to identifying correlations between phylogeny, morphological traits and occurrence of fish species in US river basins. [europepmc]
• MSIF-LNP: microbial and human health association prediction based on matrix factorization noise reduction for similarity fusion and bidirectional linear neighborhood label propagation. [europepmc]
• Minimal gene set discovery in single-cell mRNA-seq datasets with ActiveSVM. [europepmc]
• Feasibility of 3D Body Tracking from Monocular 2D Video Feeds in Musculoskeletal Telerehabilitation. [europepmc]
• Color-Transfer-Enhanced Data Construction and Validation for Deep Learning-Based Upper Gastrointestinal Landmark Classification in Wireless Capsule Endoscopy. [europepmc]
• Natural Image Reconstruction from fMRI Based on Node-Edge Interaction and Multi-Scale Constraint. [europepmc]
• Automating Fault Test Cases Generation and Execution for Automotive Safety Validation via NLP and HIL Simulation. [europepmc]
• A clustering approach identifies an Autism Spectrum Disorder subtype more responsive to chronic oxytocin treatment. [europepmc]
• Crossfeat: a transformer-based cross-feature learning model for predicting drug side effect frequency. [europepmc]
• DeepMiRBP: a hybrid model for predicting microRNA-protein interactions based on transfer learning and cosine similarity. [europepmc]
• Characterizing Public Sentiments and Drug Interactions in the COVID-19 Pandemic Using Social Media: Natural Language Processing and Network Analysis. [europepmc]
• A novel spectral analysis-based grading system for gastrointestinal activity. [europepmc]
• Event segmentation applications in large language model enabled automated recall assessments. [europepmc]
• Unsupervised mapping of urban tree diversity using spatially-aware visual clustering. [europepmc]
• Neurophysiological screening of individual variability for robust decoding in c-VEP-based BCI. [europepmc]
• Near-Wellbore Fracture Diagnosis via Strain Decoupling from Integrated In-Well LF-DAS and DTS Data. [europepmc]
• Physics-informed neural network for predicting in vacuo vocal fold eigenmodes: A proof of concept study. [europepmc]
• Image-Based Volatile Organic Compound Identification Using the Cosine Similarity Method. [europepmc]
• Genome-wide pervasiveness and localized variation of [Formula: see text]-mer-based genomic signatures in eukaryotes. [europepmc]