Results 61 to 70 of about 21,772 (300)

Weather Classification in West Java using Ensemble Learning on Meteorological Data

Sistemasi: Jurnal Sistem Informasi
Weather classification in West Java presents several challenges, particularly related to class imbalance in the dataset and the complexity of meteorological variables.
Cynthia Nur Azzahra, Yulison Herry Chrisnanto, Gunawan Abdillah   +2 more
doaj   +1 more source

Machine Learning-Based Epileptic Seizure Detection Methods Using Wavelet and EMD-Based Decomposition Techniques: A Review

Sensors, 2021
Epileptic seizures are temporary episodes of convulsions, where approximately 70 percent of the diagnosed population can successfully manage their condition with proper medication and lead a normal life.
Rabindra Gandhi Thangarajoo, Mamun Bin Ibne Reaz, Geetika Srivastava, Fahmida Haque, Sawal Hamid Md Ali, Ahmad Ashrif A. Bakar, Mohammad Arif Sobhan Bhuiyan   +6 more
doaj   +1 more source

Improving scenario discovery for handling heterogeneous uncertainties and multinomial classified outcomes

Environmental Modelling & Software, 2016
AbstractScenario discovery is a novel model-based approach to scenario development in the presence of deep uncertainty. Scenario discovery frequently relies on the Patient Rule Induction Method (PRIM). PRIM identifies regions in the model input space that are highly predictive of producing model outcomes that are of interest.
Jan H. Kwakkel, Marc Jaxa-Rozen
openaire   +3 more sources

Longitudinal genome‐wide aneuploidy measurements in circulating cell‐free DNA to predict lack of benefit from pembrolizumab in patients with metastatic urothelial cancer

Molecular Oncology, EarlyView.
Many patients with urothelial cancer do not benefit from treatment with pembrolizumab, while at risk of severe side effects. Changes in the levels of circulating tumor DNA early during treatment, measured by a simple and affordable assay that can be easily implemented in the clinic, can be used as a prognostic tool to identify these patients.
Youssra Salhi, Stavros Makrodimitris, Sandra van Wilpe, Iris te Paske, Vanja de Weerd, Corine M. Beaufort, Hans M. Westgeest, Jens Voortman, Maureen J. B. Aarts, Maud Rijnders, Astrid A. M. van der Veldt, Ronald de Wit, Niven Mehra, Saskia M. Wilting, Debbie G. J. Robbrecht   +14 more
wiley   +1 more source

A mass assignment based ID3 algorithm for decision tree induction

, 1997
A mass assignment based ID3 algorithm for learning probabilistic fuzzy decision trees is introduced. Fuzzy partitions are used to discretize continuous feature universes and to reduce complexity when universes are discrete but with large cardinalities ...
Baldwin, JF, Martin, TP, Lawry, J
core   +1 more source

Enhancing wind speed prediction in wind farms through ordinal classification

Energy and AI
This paper presents and evaluates two novel ordinal classification methods for wind speed prediction, considering three prediction time-horizons: 1h, 4h, and 8h.
A.M. Gómez-Orellana, M. Vega-Bayo, D. Guijo-Rubio, J. Pérez-Aracil, V.M. Vargas, P.A. Gutiérrez, L. Prieto-Godino, S. Salcedo-Sanz, C. Hervás-Martínez   +8 more
doaj   +1 more source

Opportunities and challenges of supervised machine learning for the classification of motor evoked potentials according to muscles

BMC Medical Informatics and Decision Making, 2023
Background Even for an experienced neurophysiologist, it is challenging to look at a single graph of an unlabeled motor evoked potential (MEP) and identify the corresponding muscle.
Jonathan Wermelinger, Qendresa Parduzi, Murat Sariyar, Andreas Raabe, Ulf C. Schneider, Kathleen Seidel   +5 more
doaj   +1 more source

PAK1 activation drives divergent resistance mechanisms to aromatase inhibition and tamoxifen in a luminal: A breast cancer model

Molecular Oncology, EarlyView.
Breast cancer remains a major cause of cancer death in women, frequently developing endocrine therapy resistance. This study demonstrates that upregulated p21‐activated kinase 1 (PAK1) activity drives resistance to tamoxifen and long‐term estrogen deprivation in ER+ breast cancer models.
Luisa Schwarzmüller, Janina Müller, Efstathios‐Iason Vlachavas, Lukas Beumers, Lena Fleischhacker, Sara Burmester, Angelika Wörner, Sabine Karolus, Dominic Helm, Cindy Körner, Stefan Wiemann   +10 more
wiley   +1 more source

Mycobacterial cell division arrest and smooth‐to‐rough envelope transition using CRISPRi‐mediated genetic repression systems

FEBS Open Bio, EarlyView.
CRISPRI‐mediated gene silencing and phenotypic exploration in nontuberculous mycobacteria. In this Research Protocol, we describe approaches to control, monitor, and quantitatively assess CRISPRI‐mediated gene silencing in M. smegmatis and M. abscessus model organisms.
Vanessa Point, Wafaa Achache, Janïs Laudouze, Eliana Sepulveda Ramos, Mickaël Maziero, Céline Crauste, Stéphane Canaan, Pierre Santucci   +7 more
wiley   +1 more source

The elusive verbal classifiers in ‘Witoto’

, 2019
This chapter focuses on forms and functions of verbal classifiers in Murui and Mɨka, two closely related language varieties of the ‘Witoto’ dialect continuum from the Witotoan language family spoken in Northwest Amazonia.
Katarzyna I. Wojtylak, Wojtylak, Katarzyna I.   +1 more
core   +1 more source