Results 31 to 40 of about 88,237 (314)
Eclipse: Generalizing kNN and Skyline [PDF]
2021 IEEE 37th International Conference on Data Engineering (ICDE), 2021 $k$ nearest neighbor ($k$NN) queries and skyline queries are important operators on multi-dimensional data points. Given a query point, $k$NN query returns the $k$ nearest neighbors based on a scoring function such as a weighted sum of the attributes, which requires predefined attribute weights (or preferences).
Jinfei Liu +4 more
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KNN-BERT: Fine-Tuning Pre-Trained Models with KNN Classifier
CoRR, 2021 Pre-trained models are widely used in fine-tuning downstream tasks with linear classifiers optimized by the cross-entropy loss, which might face robustness and stability problems. These problems can be improved by learning representations that focus on similarities in the same class and contradictions in different classes when making predictions.
Linyang Li +4 more
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FORECASTING DISCLOSURE OF CARDIOVASCULAR DISEASE USING MACHINE LEARNING
ICTACT Journal on Soft Computing, 2022 Data mining is a process that uses a combinational framework out of a supportable assessment and machine learning data collection development to eliminate hidden models from massive informative collections.
G Sugendran, S Sujatha
doaj +1 more source
Analysis of KNN Density Estimation
IEEE Transactions on Information Theory, 2022 We analyze the $\ell_1$ and $\ell_\infty$ convergence rates of k nearest neighbor density estimation method. Our analysis includes two different cases depending on whether the support set is bounded or not. In the first case, the probability density function has a bounded support and is bounded away from zero.
Puning Zhao, Lifeng Lai
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Authentication of an Indonesian ID Card with Simultaneous NFC and Face Recognition
Jurnal Rekayasa ElektrikaIdentity (ID) card forgery remains a significant issue in Indonesia, often leading to crimes such as identity theft and fraud. To address this challenge, this study proposes the development of an identity authentication system that integrates near field ...
Chairullah Chairullah +2 more
doaj +1 more source
IJID (International Journal on Informatics for Development), 2019 Qur'an, As-Sunnah, and Islamic old book have become the sources for Islam followers as sources of knowledge, wisdom, and law. But in daily life, there are still many Muslims who do not understand the meaning of the sentence in the Qur'an even though they
Rahmat Hidayat, Sekar Minati
doaj +1 more source
Information, 2020 Blood pressure (BP) is an important parameter for the early detection of heart disease because it is associated with symptoms of hypertension or hypotension.
Hendrana Tjahjadi, Kalamullah Ramli
doaj +1 more source
sharad18/Face-Recognition-KNN: Face Recognition using K-Nearest Neighbours Algorithm.
, 2018 <p>This program describes how to recognise face using the K-Nearest Neighbours Algorithm. It uses the openCV library and its haarcascade classifier to detect the facial features and KNN maps the dataset of the face to be recognised with an unknown ...
Sharad Jain
core +1 more source
Comparative Analysis of Machine Learning Algorithms on Family Wellness Classification
Cauchy: Jurnal Matematika Murni dan AplikasiFamily welfare is a state in which a family can experience happiness, have a decent quality of life, and be sufficient in meeting primary and secondary needs in family life.
Retno Budiarti +3 more
doaj +1 more source
Synthesis and processing of KNN powders and thick films for MEMS devices [PDF]
, 2012 Pb-free piezoelectric materials have grown in importance through increased environmental concern related to the presence of Pb and the subsequent legislation that has arisen including directives such as Waste Electrical and Electronic Equipment (WEEE ...
Lusiola, Tony
core