yusuke1997/dblp-id-title huggingface dataset:
Imputation of reactive silica and available alumina in bauxites by self-organizing maps
Learning Embedded Data Structure with Self-Organizing Maps
Image Representation Using the Self-Organizing Map
Credible visualizations for planar projections
A New Interpolation Algorithm Employing a Self-Organizing Map
Using Hierarchical Clustering to Understand Behavior of 3D Printer Sensors
Segment Growing Neural Gas for Nonlinear Time Series Analysis
Bag-of-Features Codebook Generation by Self-Organisation
Sparse Clustering with K-Means - Which Penalties and for Which Data?
Rademacher complexity of margin multi-category classifiers
Trajectory Analysis on Spherical Self-Organizing Maps with Application to Gesture Recognition
Efficient Approximations of Kernel Robust Soft LVQ
Visualizing data sets on the Grassmannian using self-organizing mappings
Soft Subspace Topological Clustering over Evolving Data Stream
Probabilistic Prototype Classification Using t-norms
Optimizing YOLOv5 for Green AI: A Study on Model Pruning and Lightweight Networks
Optimization of Electronic Parts Mounting Machines using SOM-TSP Method with 5 Dimensional Data
Novelty Detection with Self-Organizing Maps for Autonomous Extraction of Salient Tracking Features
Relational and median variants of Possibilistic Fuzzy C-Means
Clustering with Swarm Algorithms Compared to Emergent SOM
Enhancing NLP Tasks by the Use of a Recent Neural Incremental Clustering Approach Based on Cluster Data Feature Maximization
Analyzing Domestic Violence with Topographic Maps: A Comparative Study
Lexical Recount between Factor Analysis and Kohonen Map: Mathematical Vocabulary of Arithmetic in the Vernacular Language of the Late Middle Ages
A SOM Association Network
Improvements in the Visualization of Segmented Areas of Patterns of Dynamic Laser Speckle
SOM Quality Measures: An Efficient Statistical Approach
ViSOM for Dimensionality Reduction in Face Recognition
Online Visualization of Prototypes and Receptive Fields Produced by LVQ Algorithms
Self-Organising Maps for Condition Assessment of Paper Insulated Cables
Dynamic Prototype Addition in Generalized Learning Vector Quantization
Subspace Quantization on the Grassmannian
Self-Organization of Tactile Receptive Fields: Exploring Their Textural Origin and Their Representational Properties
Competencies in Higher Education: A Feature Analysis with Self-Organizing Maps
On the Quantization Error in SOM vs. VQ: A Critical and Systematic Study
Solving a Tool-Based Interaction Task Using Deep Reinforcement Learning with Visual Attention
Knowledge Integration in Vector Quantization Models and Corresponding Structured Covariance Estimation
Induced Voronoï Kernels for Principal Manifolds Approximation
Understanding Firms' International Growth: A Proposal via Self Organizing Maps
The Exploration Machine - A Novel Method for Data Visualization
Theoretical and Applied Aspects of the Self-Organizing Maps
Incremental Traversability Assessment Learning Using Growing Neural Gas Algorithm
When Clustering the Multiscalar Fingerprint of the City Reveals Its Segregation Patterns
Using self-organizing maps for clustering anc labelling aircraft engine data phases
LVQ and SVM Classification of FDG-PET Brain Data
Prototype-Based Classifiers in the Presence of Concept Drift: A Modelling Framework
Visualisation Induced SOM (ViSOM)
Aircraft Engine Fleet Monitoring Using Self-Organizing Maps and Edit Distance
Nonlinear dynamic identification using supervised neural gas algorithm
Dynamic Vector Quantization Of Speech
A New Method of Hough Transform by Using SOM with Input Vector Transformation
Modular Self-Organizing Control for Linear and Nonlinear Systems
Media Map: A Multilingual Document Map with a Design Interface
VQ-Based Clustering Algorithm of Piecewise- Dependent-Data
An evolutionary building algorithm for Deep Neural Networks
Time Series Clustering for Anomaly Detection Using Competitive Neural Networks
Partial Mutual Information for Classification of Gene Expression Data by Learning Vector Quantization
Exploring power transformer database using Self-Organising Maps (SOM) and Minimal Spanning Tree (MST)
Self-organizing maps with supervised layer
Motivated self-organization
Progressive Clustering and Characterization of Increasingly Higher Dimensional Datasets with Living Self-organizing Maps
Prototype-Based Classification for Image Analysis and Its Application to Crop Disease Diagnosis
An energy-based SOM model not requiring periodic boundary conditions
Sparse Online Self-Organizing Maps for Large Relational Data
Fuzzy Clustering of the Self-Organizing Map: Some Applications on Financial Time Series
Advances in Self-Organizing Maps and Learning Vector Quantization - Proceedings of the 11th International Workshop WSOM 2016, Houston, Texas, USA, January 6-8, 2016
A Computational Framework for Nonlinear Dimensionality Reduction and Clustering
Human Gait Analysis using SOM
Precision and Recall Reject Curves
Using spatial characteristics to aid automation of SOM segmentation of functional image data
The Effect of SOM Size and Similarity Measure on Identification of Functional and Anatomical Regions in fMRI Data
Top-Down Control of Learning in Biological Self-Organizing Maps
Pairwise elastic self-organizing maps
Variants of Fuzzy Neural Gas
Combining Neural Clustering with Intelligent Labeling and Unsupervised Bayesian Reasoning in a Multiview Context for Efficient Diachronic Analysis
A Biologically Plausible SOM Representation of the Orthographic Form of 50, 000 French Words
Dimensionality Reduction Hybridizations with Multi-dimensional Scaling
Cartograms, Self-Organizing Maps, and Magnification Control
Anomaly Detection Based on Confidence Intervals Using SOM with an Application to Health Monitoring
Bagged Kernel SOM
Approximate Linear Dependence as a Design Method for Kernel Prototype-Based Classifiers
Empirical evaluation of gradient methods for matrix learning vector quantization
Nonlinear Time Series Analysis by Using Gamma Growing Neural Gas
A Discussion on Visual Interactive Data Exploration Using Self-Organizing Maps
Advances in Self-Organizing Maps - 8th International Workshop, WSOM 2011, Espoo, Finland, June 13-15, 2011. Proceedings
An Overview on Unsupervised Learning from Data Mining Perspective
Applying the significance degree by SOM to image analysis of fundus using the filter bank
Exploring Data Distributions in Machine Learning Models with SOMs
Exploring Social Systems Dynamics with SOM Variants
Mutual Connectivity Analysis (MCA) for Nonlinear Functional Connectivity Network Recovery in the Human Brain Using Convergent Cross-Mapping and Non-metric Clustering
A New Label Maximization Based Incremental Neural Clustering Approach: Application to Text Clustering
Topographic Mapping of Dissimilarity Data
Multidimensional urban segregation: An exploratory case study
Visualization by Linear Projections as Information Retrieval
Fault tolerance of self organizing maps
On Wires and Cables: Content Analysis of WikiLeaks Using Self-Organising Maps
Robust Regional Modeling for Nonlinear System Identification Using Self-Organizing Maps
Advances in Self-Organizing Maps, Learning Vector Quantization, Clustering and Data Visualization - Proceedings of the 13th International Workshop, WSOM+ 2019, Barcelona, Spain, June 26-28, 2019
Restoration Model with Inference Capability of Self-Organizing Maps
Self-Organizing Maps of Nutrition, Lifestyle and Health Situation in the World
Advances in Self-Organizing Maps and Learning Vector Quantization - Proceedings of the 10th International Workshop, WSOM 2014, Mittweida, Germany, July, 2-4, 2014
Construction of a General Physical Condition Judgment System Using Acceleration Plethysmogram Pulse-Wave Analysis
Self-Organizing Maps with Non-cooperative Strategies (SOM-NC)
Using SOM as a Tool for Automated Design of Clustering Systems Based on Fuzzy Predicates
SOM Training Optimization Using Triangle Inequality
Classifying and Grouping Mammography Images into Communities Using Fisher Information Networks to Assist the Diagnosis of Breast Cancer
A Supervised Self-Organizing Map for Structured Data
Hyperbox-GLVQ Based on Min-Max-Neurons
A Survey of SOM-Based Active Contour Models for Image Segmentation
Detection of short circuit faults in 3-phase converter-fed induction motors using kernel SOMs
Batch-Learning Self-Organizing Map for Predicting Functions of Poorly-Characterized Proteins Massively Accumulated
Design of a Structured 3D SOM as a Music Archive
On Self-Organizing Map and Rapidly-Exploring Random Graph in Multi-Goal Planning
Advances in Self-Organising Maps, WSOM 2001, Lincoln, UK, 13-15 June, 2011
Application of Supervised Pareto Learning Self Organizing Maps and Its Incremental Learning
Approaching the Time Dependent Cocktail Party Problem with Online Sparse Coding Neural Gas
About Interpretable Learning Rules for Vector Quantizers - A Methodological Approach
Considering Spatialization Aspects When Positioning Input Vectors on Self-Organizing Map Output Grids
Analysis of Farm Profitability and the Weighted Upscaling System Using the Self-Organizing Map
Inverse Halftoning by Means of Self-Organizing Maps
Vector Quantization with γ-Observable Neighbors
Prototypes and matrix relevance learning in complex fourier space
SOM-Based Anomaly Detection and Localization for Space Subsystems
Prototype-Based Classifiers and Their Application in the Life Sciences
A Study on GMLVQ Convex and Non-convex Regularization
Cellular Self-Organising Maps - CSOM
A Design Method of DNA Chips using Self Organizing Maps
Application of self organizing map to identify nocturnal epileptic seizures
A SOM-Based Analysis of Early Prosodic Acquisition of English by Brazilian Learners: Preliminary Results
Impairment and Rehabilitation in Bilingual Aphasia: A SOM-Based Model
A General Framework for Dimensionality Reduction for Large Data Sets
Autoencoders Covering Space as a Life-Long Classifier
A Voting Ensemble Method to Assist the Diagnosis of Prostate Cancer Using Multiparametric MRI
Interpretable Machine Learning in Endocrinology: A Diagnostic Tool in Primary Aldosteronism
Hand Tracking with an Extended Self-Organizing Map
SOMbrero: An R Package for Numeric and Non-numeric Self-Organizing Maps
Advances in Self-Organizing Maps, 7th International Workshop, WSOM 2009, St. Augustine, FL, USA, June 8-10, 2009. Proceedings
A Concurrent SOM-Based Chan-Vese Model for Image Segmentation
MS-SOM: Magnitude Sensitive Self-Organizing Maps
ESOM Visualizations for Quality Assessment in Clustering
Detection of Abnormal Flights Using Fickle Instances in SOM Maps
EnvSOM: A SOM Algorithm Conditioned on the Environment for Clustering and Visualization
The Beauty of Prototype Based Learning
Paths of Wellbeing on Self-Organizing Maps
SOM-empowered graph segmentation for fast automatic clustering of large and complex data
Prototype-Based Spatio-Temporal Probabilistic Modelling of fMRI Data
Visualization and Practical Use of Clinical Survey Medical Examination Results
Towards Semi-supervised Manifold Learning: UKR with Structural Hints
A Neural Gas Based Approximate Spectral Clustering Ensemble
Career-Path Analysis Using Optimal Matching and Self-Organizing Maps
Analysing Health Inequalities Using SOM
On-Line Relational SOM for Dissimilarity Data
K Minimum Enclosing Balls for Outlier Detection
LVQ-type Classifiers for Condition Monitoring of Induction Motors: A Performance Comparison
Self-Organizing Internet Semantic Network
Is t-SNE Becoming the New Self-organizing Map? Similarities and Differences
An SOM-Hybrid Supervised Model for the Prediction of Underlying Physical Parameters from Near-Infrared Planetary Spectra
Five-Dimensional Sentiment Analysis of Corpora, Documents and Words
Recent Advances with the Growing Hierarchical Self-Organizing Map
Network Community Cluster-Based Analysis for the Identification of Potential Leukemia Drug Targets
Self-organizing maps as a tool for segmentation of Magnetic Resonance Imaging (MRI) of relapsing-remitting multiple sclerosis
Mapping of the 3D Objects Using Computer Generated Hologram SOM
12th International Workshop on Self-Organizing Maps and Learning Vector Quantization, Clustering and Data Visualization, WSOM 2017, Nancy, France, June 28-30, 2017
Knowledge Management in SMEs: Applying Link Prediction for Assisted Decision Making
An investigation into catastrophic interference on a SOM network
Investigation of Activation Functions for Generalized Learning Vector Quantization
RFSOM - Extending Self-Organizing Feature Maps with Adaptive Metrics to Combine Spatial and Textural Features for Body Pose Estimation
Early Recognition of Gesture Patterns Using Sparse Code of Self-Organizing Map
Self-Organizing Maps of Web Link Information
Searching for the Origins of Life - Detecting RNA Life Signatures Using Learning Vector Quantization
Modeling the Bilingual Lexicon of an Individual Subject
How to Visualize Large Data Sets?
Small sets of random Fourier features by kernelized Matrix LVQ
Computational Study of Stylistics: Visualizing the Writing Style with Self-Organizing Maps
Contextually Self-Organized Maps of Chinese Words
Visualizing Patterns in the Air Quality in Mexico City with Self-Organizing Maps
An Essay in Classifying Self-organizing Maps for Temporal Sequence Processing
Probabilistic Models with Invariance
A Scalable Flexible SOM NoC-Based Hardware Architecture
Hierarchical PCA Using Tree-SOM for the Identification of Bacteria
Simultaneous Display of Front and Back Sides of Spherical SOM for Health Data Analysis
Rejection Strategies for Learning Vector Quantization - A Comparison of Probabilistic and Deterministic Approaches
Self-Organizing Maps with Convolutional Layers
Recursive learning rules for SOMs
On the Finding Process of Volcano-Domain Ontology Components Using Self-Organizing Maps
Using SOM-Based Visualization to Analyze the Financial Performance of Consumer Discretionary Firms
A Model for Mortality Forecasting Based on Self Organizing Maps
Mining the City Data: Making Sense of Cities with Self-Organizing Maps
Functional Representation of Prototypes in LVQ and Relevance Learning
Incremental Unsupervised Time Series Analysis Using Merge Growing Neural Gas
Attention Based Classification Learning in GLVQ and Asymmetric Misclassification Assessment
Development of Target Reaching Gesture Map in the Cortex and Its Relation to the Motor Map: A Simulation Study
Sparse Functional Relevance Learning in Generalized Learning Vector Quantization
Self-organizing map for orienteering problem with dubins vehicle
Self-Organizing Mappings on the Flag Manifold
Assessing the Efficiency of Health Care Providers: A SOM Perspective
A Novel Bioinformatics Strategy to Predict Directional Changes of Influenza A Virus Genome Sequences
A Statistical Tool to Assess the Reliability of Self-Organizing Maps
Clustering Hierarchical Data Using Self-Organizing Map: A Graph-Theoretical Approach
Optimal Combination of SOM Search in Best-Matching Units and Map Neighborhood
Line Image Classification by NG×SOM: Application to Handwritten Character Recognition
Generative versus Discriminative Prototype Based Classification
A Probabilistic Method for Pruning CADJ Graphs with Applications to SOM Clustering
Fault Prediction in Aircraft Engines Using Self-Organizing Maps
Pursuing the Perfect Projection: A Projection Pursuit Framework for Deep Learning
Some Room for GLVQ: Semantic Labeling of Occupancy Grid Maps
From Forced to Natural Competition in a Biologically Plausible Neural Network
Shapesom
Relevance Learning in Unsupervised Vector Quantization Based on Divergences
A Topography-Preserving Latent Variable Model with Learning Metrics
Probability Ridges and Distortion Flows: Visualizing Multivariate Time Series Using a Variational Bayesian Manifold Learning Method
Analysis of Parliamentary Election Results and Socio-Economic Situation Using Self-Organizing Map
Integrating Contextual Information into Text Document Clustering with Self-Organizing Maps
A strategy for time series prediction using Segment Growing Neural Gas
Advances in Self-Organizing Maps - 9th International Workshop, WSOM 2012, Santiago, Chile, December 12-14, 2012, Proceedings
Self-Organizing Map for the Prize-Collecting Traveling Salesman Problem
Elimination of Useless Neurons in Incremental Learnable Self-Organizing Map
Enhancing LDA Method by the Use of Feature Maximization
Sparse Coding Neural Gas Applied to Image Recognition
Stochastic self-organizing map variants with the R package SOMbrero
Decision of Class Borders on a Spherical SOM with Non-equal Class Distributions
Parallelization of Sphere-Decoding Methods
A Development Environment for Multilayer Neural Network Applications Mapped onto DSPs with Multiprocessing Capabilities
A High-Performance Progressive Radiosity Method Based on Scene Partitioning
Parallel Simulation of Multicomponent Systems
Finite Element Simulation of Seismic Elastic Two Dimensional Wave Propagation: Development and Assessment of Performance in a Cluster of PCs with Software DSM
Parallel and Distributed Computing in Education
High Performance Computing for Computational Science - VECPAR 2010 - 9th International conference, Berkeley, CA, USA, June 22-25, 2010, Revised Selected Papers
A GPU-Based Metaheuristic for Workflow Scheduling on Clouds
A Novel Algorithm for the Numerical Simulation of Collision-Free Plasma-Vlasov Hybrid Simulation
A Meta-heuristic Approach to Parallel Code Generation
Text Mining Grid Services for Multiple Environments
Power System Reliability by Sequential Monte Carlo Simulation on Multicomputer Platforms
A Scheduling Theory Framework for GPU Tasks Efficient Execution
High Performance Computing for Computational Science - VECPAR 2004, 6th International Conference, Valencia, Spain, June 28-30, 2004, Revised Selected and Invited Papers
Metaserver Locality and Scalability in a Distributed NFS
LRMalloc: A Modern and Competitive Lock-Free Dynamic Memory Allocator
ROS: The Rollback-One-Step Method to Minimize the Waiting Time during Debugging Long-Running Parallel Programs
Data Management Concerns in a Pervasive Grid
A High Performance SYMV Kernel on a Fermi-core GPU
Game Changing Computational Engineering Technology
Message Strip-Mining Heuristics for High Speed Networks
OpenMP/MPI Hybrid Parallel ILU(k) Preconditioner for FEM Based on Extended Hierarchical Interface Decomposition for Multi-core Clusters
Variational Multiscale LES and Hybrid RANS/LES Parallel Simulation of Complex Unsteady Flows
PALM: A Dynamic Parallel Coupler
The Study of a Parallel Algorithm Using the Laminar Backward-Facing Step Flow as a Test Case
Model for Simulation of Heterogeneous High-Performance Computing Environments
Simulation of Laser Propagation in a Plasma with a Frequency Wave Equation
Numerical Library Reuse in Parallel and Distributed Platforms
Applying Parallel Design Techniques to Template Matching with GPUs
Remote Parallel Model Reduction of Linear Time-Invariant Systems Made Easy
Performance Evaluation of Scientific Applications on Modern Parallel Vector Systems
Parallel Eigensolvers for a Discretized Radiative Transfer Problem
Evaluating the Performance of Space Plasma Simulations Using FPGA's
Parallel Implementation of a Track Recognition System Using Hough Transform
Dynamic Routing Balancing in Parallel Computer Interconnection Networks
Parallel Processing of Matrix Multiplication in a CPU and GPU Heterogeneous Environment
Analysis of the Abortion Rate on Lazy Replication Protocols
Interoperability Between UNICORE and ITBL
High-Performance Query Processing of a Real-World OLAP Database with ParGRES
A Study on the Influence of Caching: Sequences of Dense Linear Algebra Kernels
Scalable Multithreading in a Low Latency Myrinet Cluster
Self-adaptive Multiprecision Preconditioners on Multicore and Manycore Architectures
Influence of the Discretization Scheme on the Parallel Efficiency of a Code for the Modelling of a Utility Boiler
An Efficient Parallel and Distributed Algorithm for Counting Frequent Sets
Resource Matching in Non-dedicated Multicluster Environments
Simulation of Seismic Wave Propagation in an Asteroid Based upon an Unstructured MPI Spectral-Element Method: Blocking and Non-blocking Communication Strategies
SIMD Implementation of a Multiplicative Schwarz Smoother for a Multigrid Poisson Solver on an Intel Xeon Phi Coprocessor
A Predictive Performance Model for Stencil Codes on Multicore CPUs
A Versatile Pipelined Hardware Implementation for Encryption and Decryption Using Advanced Encryption Standard
Parallelization of the Discrete Ordinates Method: Two Different Approaches
Automatically Tuned FFTs for BlueGene/L's Double FPU
Sparsification on Parallel Spectral Clustering
A Massively Parallel Dense Symmetric Eigensolver with Communication Splitting Multicasting Algorithm
Exploiting Multilevel Parallelism Within Modern Microprocessors: DWT as a Case Study
Improving Memory Affinity of Geophysics Applications on NUMA Platforms Using Minas
Parallel Model Reduction of Large Linear Descriptor Systems via Balanced Truncation
A Performance Analysis of the SGI Origin2000
Enhancing the Performance of Multigrid Smoothers in Simultaneous Multithreading Architectures
Using Failure Injection Mechanisms to Experiment and Evaluate a Grid Failure Detector
Data Structures and Transformations for Physically Based Simulation on a GPU
Parallel Implementation for Probabilistic Analysis of 3D Discrete Cracking in Concrete
On a Strategy for Spectral Clustering with Parallel Computation
Control and Data Flow Analysis for Parallel Program Debugging
Parallel Image Processing System on a Cluster of Personal Computers (Best Student Paper Award: First Prize)
High Performance Cache Management for Parallel File Systems
Preconditioners for Nonsymmetric Linear Systems in Domain Decomposition Applied to a Coupled Discretization of Navier-Stokes Equations
Design, Implementation and Performance Analysis of a CFD Task-Based Application for Heterogeneous CPU/GPU Resources
Vortex Methods for Massively Parallel Computer Architectures
On the Performance of an Algebraic Multigrid Solver on Multicore Clusters
Can We Connect Existing Production Grids into a World Wide Grid?
Fluid-Structure Interaction Simulations Using Parallel Computers
A Parallel Implementation of the K Nearest Neighbours Classifier in Three Levels: Threads, MPI Processes and the Grid
Partial Spectral Information from Linear Systems to Speed-Up Numerical Simulations in Computational Fluid Dynamics
A Study of SpMV Implementation Using MPI and OpenMP on Intel Many-Core Architecture
Management of Services Based on a Semantic Description Within the GRID-TLSE Project
Grid Technology for Biomedical Applications
Registers Size Influence on Vector Architectures
FPGA Implementations of the RNR Cellular Automata to Model Electrostatic Field
Functional Programming and Parallel Processing
Parallelization of a Density Functional Program for Monte-Carlo Simulation of Large Molecules
Parallel 3D Airflow Simulation on Workstation Clusters
A Parallel Implementation of the Atkinson Algorithm for Solving a Fredholm Equation
QMC=Chem: A Quantum Monte Carlo Program for Large-Scale Simulations in Chemistry at the Petascale Level and beyond
On the Use of the MMC Language to Utilize SIMD Instruction Set
A Preliminary Nested-Parallel Framework to Efficiently Implement Scientific Applications
An Efficient and Stable Parallel Solution for Non-symmetric Toeplitz Linear Systems
Parallel Jacobi-Davidson for Solving Generalized Eigenvalue Problems
Performance and Numerical Accuracy Evaluation of Heterogeneous Multicore Systems for Krylov Orthogonal Basis Computation
An Efficient Parallel Algorithm for the Numerical Solution of Schrödinger Equation
Scalable Cosmological Simulations on Parallel Machines
A Parallel Rendering Algorithm Based on Hierarchical Radiosity
Analysis of the Interaction of Electromagnetic Signals with Thin-Wires Structures. Multiprocessing Issues for an Iterative Method
A Parallel Implementation of an Interior-Point Algorithm for Multicommodity Network Flows
Non-uniform Domain Decomposition for Heterogeneous Accelerated Processing Units
2DRMP-G: Migrating a Large-Scale Numerical Mathematical Application to a Grid Environment
Thirty Years of Parallel Image Processing
Parallelisation of the CFD Code of a CFD-NWP Coupled System for the Simulation of Atmospheric Flows over Complex Terrain