Efficient online stream clustering based on fast peeling of boundary micro-cluster

J Sun, M Du, C Sun, Y Dong - IEEE Transactions on Neural …, 2024 - ieeexplore.ieee.org
A growing number of applications generate streaming data, making data stream mining a
popular research topic. Classification-based streaming algorithms require pre-training on …

An efficient ensemble-based Machine Learning for breast cancer detection

R Kapila, S Saleti - Biomedical Signal Processing and Control, 2023 - Elsevier
Breast cancer is a very severe type of cancer that often develops in breast cells. Attempting
to develop an effective predictive model for breast cancer prognosis prediction is urgently …

Improved individualized patient-oriented depth-of-hypnosis measurement based on bispectral index

G Karer, I Škrjanc - Sensors, 2022 - mdpi.com
Total intravenous anesthesia is an anesthesiologic technique where all substances are
injected intravenously. The main task of the anesthesiologist is to assess the depth of …

A multivariate approach for fuzzy prediction interval design and its application for a climatization system forecasting

O Cartagena, F Trovò, D Sáez - Expert Systems with Applications, 2024 - Elsevier
The existing uncertainties present during the operation of dynamic processes could affect
the performance of modeling systems, control strategies, and fault detection systems …

eFedGauss: A Federated Approach to Fuzzy Multivariate Gaussian Clustering

M Ožbot, S Ozawa, I Škrjanc - 2024 IEEE International …, 2024 - ieeexplore.ieee.org
In this paper, we present a novel federated soft clustering method for unsupervised
clustering of data and classification, termed Evolving Federated Gaussian clustering …

Proof of Accuracy-Transparency Trade-Off in Takagi-Sugeno Model and its Implications

G Černe, I Škrjanc - 2023 IEEE International Conference on …, 2023 - ieeexplore.ieee.org
In the literature, Takagi-Sugeno (TS) models are highly-regarded for their accuracy and
interpretability. However, several studies have observed the phenomenon of an accuracy …

Identifying Indonesian Sentences Containing Idiomatic Expression Using the BERT Model

AE Karyawati, NMY Cahyani - First International Conference on …, 2024 - books.google.com
Idiomatic expressions are expressions that consist of a series of two or more words that have
a meaning that cannot be predicted from the meaning of the individual words that compose …

Interval Kernel Fuzzy C-Means-Particle Swarm Optimizer with Two Differential Mutations (IKFCM-PSOTD) for Incomplete Data Clustering

M Ilyas, S Anam, T Trisilowati - First International Conference on …, 2024 - atlantis-press.com
Data processing and optimization are two major challenges in data analysis such as
clustering. In practice, data often contains missing values that must be handled …

Implementasi Text Mining dalam Perbaikan Kualitas Restoran berdasarkan Ulasan Pelanggan

E Sabri, K Vieri - 2023 - dspace.uii.ac.id
Yogyakarta merupakan kota yang dikenal dengan berbagai kuliner khasnya. Salah satu
restoran yang terkenal dalam menyajikan masakan khas daerah yaitu restoran Gudeg Yu …

[PDF][PDF] Using the Latest Methods of Cluster Analysis to Identify Similar Profiles in Leading Social Networks.

B Zhurakovskyi, I Averichev, I Shakhmatov - IT&I Workshops, 2023 - ceur-ws.org
In the modern world, social networks are not only a showcase of individuality but also reflect
the unique aspects of a user's personality. In light of this, networks accumulate colossal …