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Lazy Learning Sound Localization Algorithm Utilizing Binaural Auditory model
is implemented in MATLAB environment. The algorithm uses k-nearest neighbors (KNN decimation. The output of this algorithm is the relative distribution of KNN acrossThis paper introduces an
JA - Elektronika a optoelektronika, elektrotechnika
- 2016 •
- D •
- Link
Rok uplatnění
D - Stať ve sborníku
Výsledek na webu
Perils of Combining Parallel Distance Computations with Metric and Ptolemaic Indexing in kNN Queries
explore the perils of kNN parallelization and we propose a new algorithm of query evaluation even by orders of magnitude. Another approach is to employ highly parallel architectures like GPUs to accelerate evaluation
IN - Informatika
- 2014 •
- D •
- Link
Rok uplatnění
D - Stať ve sborníku
Výsledek na webu
kNN approaches in geometric algorithms
The idea of kNN (finding the k-th nearest neighbor) is used in many scientific branches, primarily in machine learning, recognition and mathematical statistics. We would like to show further applications in geometric algorithms deal...
IN - Informatika
- 2013 •
- D •
- Link
Rok uplatnění
D - Stať ve sborníku
Výsledek na webu
Spectral Clustering
Software m-file, which brings a spectral clustering algorithm. Allow to cluster various datasets by using k-means algorithm. Support for setting a KNN tree distance measurement, centroid distance measurement and laplacian t...
JC - Počítačový hardware a software
- 2016 •
- R
Rok uplatnění
R - Software
Efficient Feature Selection Using Weighted Superposition Attraction Optimization Algorithm
% and ensemble ML algorithms by 9%. Moreover, WSA-KNN achieves comparable or slightly better-processing of data. In this paper, we introduce a novel K-nearest neighborhood (KNN ability of the weighted superposition attracti...
Mechanical engineering
- 2023 •
- Jimp •
- Link
Rok uplatnění
Jimp - Článek v periodiku v databázi Web of Science
Výsledek na webu
Optimization of algorithms in relation to ibeacon
position based on fingerprint technology. The text focuses on description of algorithms in relation to the iBeacon. Main three algorithms are described in the text. The following text describes implementation of the Knn
Electrical and electronic engineering
- 2017 •
- JSC
Rok uplatnění
JSC - Článek v periodiku v databázi SCOPUS
Identification and classification of defects in vinyl disc records
project’s goal is to classify the identified defects by use of KNN classification algorithm. This method is now able to successfully identify 57 % of the records of tests and after testing various modifications of th...
Communication engineering and systems
- 2018 •
- D •
- Link
Rok uplatnění
D - Stať ve sborníku
Výsledek na webu
CORElearn - Classification, Regression, Feature Evaluation and Ordinal Evaluation
and models in the leafs, random forests, kNN, naive Bayes, and locally weighted regression. It is especially strong in feature evaluation algorithms where it contains several variants of Relief algorithm and many ...
IN - Informatika
- 2009 •
- R
Rok uplatnění
R - Software
Power Quality Parameters Forecasting Based on SOM Maps with KNN Algorithm and Decision Tree
for predicting power quality parameters (PQPs) named decision tree (DT), KNN algorithm node builds four forecasting models: decision tree (DT), K-Nearest Neighbor(KNN) algorithm, bagging decision tree (BGDT), and ...
Electrical engineering, Electronic engineering, Information engineering
- 2023 •
- D •
- Link
Rok uplatnění
D - Stať ve sborníku
Výsledek na webu
Analyzing Physics-Inspired Metaheuristic Algorithms in Feature Selection with K-Nearest-Neighbor
on different types of applications, six physics-inspired metaphor algorithms are employed for this problem. To evaluate the capability of dimensionality reduction in these algorithms that EO outperforms all other algor...
Mechanical engineering
- 2023 •
- Jimp •
- Link
Rok uplatnění
Jimp - Článek v periodiku v databázi Web of Science
Výsledek na webu
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