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Nearest Neighber

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23 documents available in our comprehensive collection of Nearest Neighber resources. Find practical guides, tutorials, and documentation to enhance your knowledge.

Preview of Fuzzy K-Nearest Neighbor
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Fuzzy K-Nearest Neighbor (17 BAB IV.pdf)

673 KBIT 43 pages
Pada bab ini dibahas penerapan metode Fuzzy K-Nearest Neighbor dalam proses penentuan resiko kredit kepemilikan kendaraan bermotor
Preview of PDF-Version (300kB)
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PDF-Version (300kB) (vldb2000_hd_similarity.pdf)

308 KBEN 10 pages
Nearest neighbor search in high dimensional spaces is a difficult problem due to the curse of dimensionality, where traditional indexing methods fail and the
Preview of Image Restoration
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Image Restoration (3Vol15No1.pdf)

145 KBllsEN 5 pages
A novel approach for image restoration via the nearest neighbor method is proposed, using an iterative process to enhance image quality by removing defects
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here (snnicde.pdf)

319 KBAdolix Split & Merge PDFEN 12 pages
Researchers investigate the secure nearest neighbor (SNN) problem, where a client issues an encrypted query point to a cloud service provider to find the
Preview of Machine Learning
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Machine Learning (L6-KNN.pdf)

947 KBEN 23 pages
K-nearest neighbors (KNN) is a simple method used for classification
Preview of Learning Mahalanobis Metric for Large Margin kNN
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Learning Mahalanobis Metric for Large Margin kNN (2795-distance-metric-learning-for-large-margin-nearest-neighbor-classification.pdf)

290 KBKilian Q. Weinberger, John Blitzer, Lawrence K. SaulEN 8 pages
Learns Mahalanobis distance metric for k-NN classification, ensuring same-class neighbors and large inter-class margins. Improves kNN accuracy, e.g., 1.3% test error on MNIST.
Preview of Hydrology Modeling
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Hydrology Modeling (hess-14-1943-2010.pdf)

1.24 MBEN 19 pages
Researchers applied various data-driven modeling techniques to five hydrology case studies, including actual evapotranspiration, soil moisture, and...
Preview of Real-time RGB-D Mapping and 3-D Modeling on the GPU using the Random Ball Cover Data Structure
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Real-time RGB-D Mapping and 3-D Modeling on the GPU using the Random Ball Cover Data Structure (Neumann11-RRM.pdf)

2.67 MBEN 7 pages
Real-time RGB-D mapping and 3D modeling are achieved using a GPU-based implementation of the iterative closest point (ICP) algorithm, incorporating both...
Preview of Quantum Fault Tolerance
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Quantum Fault Tolerance (1610.03507.pdf)

165 KBEN 8 pages
Daniel Gottesman discusses issues related to near-future experiments demonstrating fault-tolerant quantum computation, describing a family of fault-tolerant...
Preview of Dual-Tree Algorithms
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Dual-Tree Algorithms (curtin13.pdf)

351 KBRyan R. Curtin, William B. March, Parikshit Ram, David V. Anderson, Alexander G. Gray, Charles L. IsEN 9 pages
Dual-tree algorithms are a class of branch-and-bound algorithms used in machine learning, but developing them for different trees and problems is complex.
Preview of FastMap: A Fast Algorithm for Indexing, Data-Mining and Visualization of Traditional and Multimedia Datasets
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FastMap: A Fast Algorithm for Indexing, Data-Mining and Visualization of Traditional and Multimedia Datasets (sigmod95.pdf)

334 KBEN 26 pages
FastMap is a fast algorithm for indexing, data-mining, and visualization of traditional and multimedia datasets.
Preview of Multilingual Universal Sentence Encoder for Semantic Retrieval
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Multilingual Universal Sentence Encoder for Semantic Retrieval (1907.04307.pdf)

470 KBEN 6 pages
Researchers introduce two pre-trained multilingual sentence encoding models, one based on the Transformer architecture and the other on CNN, which embed text...
Preview of Download Published Version (PDF / 1MB)
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Download Published Version (PDF / 1MB) (Chroneos_JAP_DIAMOND.pdf)

1021 KBEN 3 pages
Researchers propose a cluster formation model to explain the difficulty of achieving n-type doped diamond, suggesting that codoping is a viable approach to...
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这里 (ijcv04.pdf)

444 KBEN 28 pages
The features are invariant to image scale and rotation, and provide robust matching across a range of affine distortion, change in 3D viewpoint, addition of...
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PDF File (cvpr-2004.pdf)

752 KBEN 8 pages
Yann LeCun, Fu Jie Huang, and Léon Bottou assessed learning methods for generic object recognition with invariance to pose and lighting.
Preview of Iris Species Identification
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Iris Species Identification (IRJET-V10I175.pdf)

4.92 MBsonyEN 5 pages
The study uses machine learning algorithms to identify different species of iris flowers, specifically Versicolor, Setosa, and Virginica, using the Iris...
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Paper PDF (Shin_Local_Connectivity-Based_Density_Estimation_for_Face_Clustering_CVPR_2023_paper.pdf)

1.67 MBJunho Shin; Hyo-Jun Lee; Hyunseop Kim; Jong-Hyeon Baek; Daehyun Kim; Yeong Jun KohEN 9 pages
The proposed method employs density-based clustering, which maintains edges with higher density, and uses a reliable density estimation algorithm based on...
Preview of Click to download this file (79MB)
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Click to download this file (79MB) (480225.pdf)

75.42 MBEN 247 pages
Measurements of ionic conductance in divalent cation-doped single crystals of NaCl were used to investigate impurity-cation vacancy association.
Preview of Top 10 Data Mining Algorithms: A Survey
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Top 10 Data Mining Algorithms: A Survey (10Algorithms-08.pdf)

783 KBEN 37 pages
This survey paper identifies and discusses the top 10 most influential data mining algorithms, including C4.5, k-Means, SVM, Apriori, EM, PageRank, AdaBoost, kNN, Naive Bayes, and CART, highlighting their applications and ongoing research.
Preview of Could any graph be turn into a smallworld?
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Could any graph be turn into a smallworld? (2006-TCS_special-DHLS.pdf)

232 KBEN 13 pages
The authors define a "navigable small-world" as a graph where efficient pathfinding is possible despite local node knowledge, achieved through augmenting lattices with random edges. They demonstrate that many types of graphs can be transformed into this structure.
Preview of Educational Data Mining: Predicting Students' Academic Achievement
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Educational Data Mining: Predicting Students' Academic Achievement (thesisSarah submitted version.pdf)

5.2 MBsarah alturkiEN 130 pages
This dissertation explores using educational data mining techniques to predict students' academic achievement, aiming to enhance personalized learning and improve educational outcomes. The research is based on a comprehensive analysis of student data from the University of...
Preview of Fetal Health Classification
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Fetal Health Classification (12122cseij05.pdf)

613 KBMegha Chaturvedi, Shikha Agrawal, Sanjay SilakariEN 8 pages
Fetal health classification techniques are crucial for early detection of abnormalities. Cardiotocography (CTG) monitors fetal heart rate to ensure well-being. Early detection provides valuable insights and preparation time.
Preview of January 2005 QP – D1 OCR
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January 2005 QP – D1 OCR (January-2005-QP-D1-OCR.pdf)

124 KBEN 12 pages
OXFORD CAMBRIDGE AND RSA EXAMINATIONS Advanced Subsidiary General Certificate of Education Advanced General Certificate of Education MATHEMATICS 4736 Decision...

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