nearest neighbour methods

biblio

Parallel Implementation of K-Nearest-Neighbors for Face Recognition

Submitted by grigby1 on Fri, 05/22/2020 - 2:39pm

graphics processing units
Time complexity
parallel CUDA implementation
parallel architectures
KNN classifier
k-nearest-neighbours classifier
Instruction sets
countless classification algorithms
nearest neighbor search
Sorting
pubcrawl
image classification
face recognition
nearest neighbour methods
Measurement
Metrics
Classification algorithms
pattern classification
Indexes

biblio

Asymptotically Optimal Pruning for Nonholonomic Nearest-Neighbor Search

Submitted by grigby1 on Fri, 05/22/2020 - 2:39pm

distance evaluations
tree searching
set theory
sampling-based motion planning algorithms
pruning techniques
Path Planning
optimal pruning
nonholonomic constraints
k-d tree algorithm
geodesic distance
explicit distance comparisons
exact Nearest-Neighbor Search
pubcrawl
differential geometry
computationally demanding task
asymptotic properties
asymptotic computational bottleneck
nearest neighbor search
search problems
computational complexity
nearest neighbour methods
Measurement
Metrics
mobile robots

biblio

K-nearest Neighbor Search by Random Projection Forests

Submitted by grigby1 on Fri, 05/22/2020 - 2:38pm

Clustering algorithms
Vegetation
tree-based methodology
rpForests
random projection forests
multicore computers
kNN search
kNN distances
exponential decay
ensemble size
ensemble random projection trees
ensemble methods
Ensemble
clustered computers
nearest neighbor search
k-nearest neighbor search
learning (artificial intelligence)
search problems
computational complexity
k-nearest neighbors
nearest neighbour methods
Measurement
Metrics
Big Data
random forests
pubcrawl
Unsupervised Learning
Forestry
Data mining
machine learning algorithms
machine learning

biblio

On Integrating Knowledge Graph Embedding into SPARQL Query Processing

Submitted by grigby1 on Fri, 05/22/2020 - 2:38pm

Approximation algorithms
Time factors
SPARQL query processing
research problems
query languages
query language
NN search algorithm
Nearest Neighbor Searching
knowledge graph embedding
KGE
Covariance matrices
search problems
nearest neighbor search
query processing
graph theory
nearest neighbour methods
Measurement
optimisation
Metrics
standards
Mathematical model
pubcrawl

biblio

A Nearest Neighbor Search Engine Using Distance-Based Hashing

Submitted by grigby1 on Fri, 05/22/2020 - 2:38pm

query processing
query point
high-dimensional data
hardware search engine
FPGA-based nearest neighbor search engine
flexible distance-based hashing
distance based hashing
nearest neighbor search algorithm
nearest neighbor search
file organisation
pubcrawl
search problems
search engines
nearest neighbour methods
Measurement
Metrics
parallel processing
field programmable gate arrays
FPGA

biblio

A Local Integral Hash Nearest Neighbor Algorithm

Submitted by grigby1 on Fri, 05/22/2020 - 2:37pm

Metrics
trees (mathematics)
tree structure
tree data structures
tree based algorithms
search problems
pubcrawl
nearest neighbour methods
nearest neighbor search algorithm
nearest neighbor search
Nearest neighbor algorithm
access tree
Measurement
local integral hash nearest neighbor algorithm
Local integral hash
high dimensional data
fast search algorithm
fast retrieval algorithms
data distribution characteristics
computer image algorithm
hash algorithms

biblio

Feature Based Image Registration using Heuristic Nearest Neighbour Search

Submitted by grigby1 on Fri, 05/22/2020 - 2:37pm

feature based image matching techniques
threshold accepting
simulated annealing
nearest-neighbor
nearest neighbour search done
image segmentation
image registration
image matching
image feature matching
heuristic Nearest Neighbour Search
Feature Matching
feature based image registration
feature extraction
Exhaustive Search
combinatorial optimization
nearest neighbor search
search problems
Detectors
Task Analysis
nearest neighbour methods
Measurement
Metrics
computer science
pubcrawl

biblio

Efficient and Secure k-Nearest Neighbor Search Over Encrypted Data in Public Cloud

Submitted by grigby1 on Fri, 05/22/2020 - 2:35pm

k-NN search schemes
data owners
data points
data sharing
Electric fields
Electron traps
encrypted data
Impact ionization
Junctions
authorized data users
matrix similarity
Photoconductivity
public cloud
query privacy
search services
secure query services
valuable outsourced data
Cryptography
nearest neighbor search
k-nearest neighbor search
search problems
data storage
security property
nearest neighbour methods
Measurement
Metrics
Security analysis
Cloud Computing
data privacy
Mathematical model
matrix algebra
pubcrawl
authorisation

biblio

Defense Against Adversarial Images Using Web-Scale Nearest-Neighbor Search

Submitted by grigby1 on Fri, 05/22/2020 - 2:34pm

adversarial image
Web-scale nearest-neighbor search
Web-scale image database
Visual Reasoning
visual databases
representation learning
nearest-neighbor defense settings
Large Scale Methods
ImageNet
image representation
image manifold
Datasets and Evaluation
data distribution
security of data
nearest neighbor search
convolutional networks
adversarial perturbations
nearest neighbour methods
Measurement
Metrics
deep learning
Big Data
internet
pubcrawl
convolutional neural nets

biblio

Hash Code Indexing in Cross-Modal Retrieval

Submitted by grigby1 on Fri, 05/22/2020 - 2:34pm

Hamming distance computation
Two dimensional displays
search problems
pubcrawl
neural network training
nearest neighbour methods
nearest neighbor search
multimedia retrieval
multimedia databases
Metrics
Measurement
inverted indexing
indexing
index code representation
hash code indexing
Artificial Neural Networks
Hamming distance
Hamming codes
database indexing
data structures
data representations
cross-modal retrieval
cross-modal hashing algorithms
cross-modal hashing
content-based retrieval
binary hash codes
Binary codes
binary code representation
Benchmark testing

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Cyber-Physical Systems Virtual Organization

Read-only archive of site from September 29, 2023.

nearest neighbour methods

Parallel Implementation of K-Nearest-Neighbors for Face Recognition

Asymptotically Optimal Pruning for Nonholonomic Nearest-Neighbor Search

K-nearest Neighbor Search by Random Projection Forests

On Integrating Knowledge Graph Embedding into SPARQL Query Processing

A Nearest Neighbor Search Engine Using Distance-Based Hashing

A Local Integral Hash Nearest Neighbor Algorithm

Feature Based Image Registration using Heuristic Nearest Neighbour Search

Efficient and Secure k-Nearest Neighbor Search Over Encrypted Data in Public Cloud

Defense Against Adversarial Images Using Web-Scale Nearest-Neighbor Search

Hash Code Indexing in Cross-Modal Retrieval