Model selection and estimation of a finite shifted-scaled dirichlet mixture model

R Alsuroji, N Zamzami… - 2018 17th IEEE …, 2018 - ieeexplore.ieee.org
This paper proposes an unsupervised learning algorithm for a finite mixture model of shifted-
scaled Dirichlet distributions. Maximum likelihood and Newton raphson approaches are …

Refined moderation analysis with categorical outcomes in precision medicine

X Su, Y Cho, L Ni, L Liu, E Dusseldorp - Statistics in medicine, 2023 - Wiley Online Library
Moderation analysis is an integral part of precision medicine research. Concerning
moderation analysis with categorical outcomes, we start with an interesting observation …

Алгоритмы автоматической группировки с повышенными требованиями к точности и стабильности результата

ИП Рожнов, ЛА Казаковцев, ВИ Орлов, ДЛ Михнёв - 2020 - elibrary.ru
Рассматривается проблема повышения точности и устойчивости результата работы
алгоритмов автоматической группировки (кластеризации) на основе нового подхода к …

Impact of various kernels on support vector machine classification performance for treating wart disease

H TALABANI, A Engin - 2018 International Conference on …, 2018 - ieeexplore.ieee.org
This study displays the impacts of different types of Kernel functions for improving the
learning capacity of Support Vector Machine (SVM) in treating two common types of warts …

New developments in bacterial, viral, and fungal cutaneous infections

S Yeroushalmi, JY Shirazi, A Friedman - Current dermatology reports, 2020 - Springer
Abstract Purpose of Review This review highlights clinically relevant updates to common
and significant bacterial, viral, and fungal cutaneous infection within the past 5 years. Recent …

Correlation of serum interleukin 17 and macrophage migration inhibitory factor levels with clinical response to intralesional Candida antigen and their potential use as …

A Nassar, A Nofal, NM Bakr, R Essam… - Journal of Cosmetic …, 2022 - Wiley Online Library
Background Candida antigen injection is one of the most widely used intralesional
immunotherapy in the treatment of warts. It acts through the induction of systemic immune …

A hybrid machine learning approach of fuzzy-rough-k-nearest neighbor, latent semantic analysis, and ranker search for efficient disease diagnosis

SK Jha, N Marina, J Wang… - Journal of Intelligent & …, 2022 - content.iospress.com
Abstract Machine learning approaches have a valuable contribution in improving
competency in automated decision systems. Several machine learning approaches have …

A path to simpler models starts with noise

L Semenova, H Chen, R Parr… - Advances in neural …, 2024 - proceedings.neurips.cc
The Rashomon set is the set of models that perform approximately equally well on a given
dataset, and the Rashomon ratio is the fraction of all models in a given hypothesis space …

Prediction of immunotherapy success rate: Particle swarm optimization approach

DP Alamsyah, Y Ramdhani, T Arifin… - 2022 2nd …, 2022 - ieeexplore.ieee.org
Cancer is a disease that ranks second as a cause of death, one of which is warts caused by
the Human Papilloma Virus. One of the warts treatment techniques that can be done is …

[HTML][HTML] Topical 15% zinc oxide ointment significantly reduces the size of common warts after four weeks: a randomized, triple-blinded, placebo-controlled trial

C Songsantiphap, P Asawanonda - The Journal of clinical and …, 2019 - ncbi.nlm.nih.gov
Background: There are limited number of topical agents for the treatment of common warts.
Few reports show efficacy of zinc oxide for such indication. Objectives: We sought to …