Results 61 to 70 of about 2,134,531 (182)

Dense Stack Meta Ensemble Classifier (DSMEC): An Advanced Stacking Ensemble Approach for Early Cardiovascular Disease Prediction With Robust Feature Engineering

IEEE Access
Cardiovascular disease remains a major global health issue requiring accurate early risk prediction to enable timely intervention. Traditional approaches often fail to capture complex feature interactions, limiting diagnostic accuracy.
Dewan Ahmed Muhtasim, Rishad Amin Pulok, Md. Fahmidur Rahman Sakib, Ruhul Amin, Bushra Azmat Hussain, Muhammad Muzammil, Md. Mahfujul Hasan, Siok Yee Tan   +7 more
doaj   +1 more source

Federated Automated Feature Engineering

Preliminary ...
Overman, Tom, Klabjan, Diego
openaire   +2 more sources

Enhanced Breast Cancer Diagnosis Using Multimodal Feature Fusion with Radiomics and Transfer Learning

Diagnostics
Background: Breast cancer remains a critical public health problem worldwide and is a leading cause of cancer-related mortality. Optimizing clinical outcomes is contingent upon the early and precise detection of malignancies.
Nazmul Ahasan Maruf, Abdullah Basuhail, Muhammad Umair Ramzan   +2 more
doaj   +1 more source

Feature-Based Virtual Engineering [PDF]

, 2003
In this paper the concept of Feature-based Virtual Engineering is presented as an approach to integrated product development. The focus of the paper is on presenting the current state of the development of a feature-based parametric representation for product semantics including a concept for creating and maintaining application specific views on the ...
openaire   +1 more source

Deciphering peptide-protein interactions via composition-based prediction: a case study with survivin/BIRC5

Machine Learning: Science and Technology
In the realm of atomic physics and chemistry, composition emerges as the most powerful means of describing matter. Mendeleev’s periodic table and chemical formulas, while not entirely free from ambiguities, provide robust approximations for comprehending
Atsarina Larasati Anindya, Torbjörn Nur Olsson, Maja Jensen, Maria-Jose Garcia-Bonete, Sally P Wheatley, Maria I Bokarewa, Stefano A Mezzasalma, Gergely Katona   +7 more
doaj   +1 more source

Enhancing Security in Airline Ticket Transactions: A Comparative Study of SVM and LightGBM

Applied Sciences
Fraudulent online payment operations represent a persistent challenge in digital commerce, particularly in sectors like air travel, where credit and debit card payments dominate.
César Gómez Arnaldo, Raquel Delgado-Aguilera Jurado, Francisco Pérez Moreno, María Zamarreño Suárez   +3 more
doaj   +1 more source

A feature-similarity model for product line engineering [PDF]

, 2014
Kaindl, Herman, Mannion, Mike
core   +1 more source

Malware Detection Using Cuckoo Sandbox Report Features as Human Readable Description and the BERT Model

IEEE Access
The ever-evolving nature of malware renders conventional detection techniques increasingly ineffective against adaptive threats. This work proposes a behavior-driven detection framework that converts dynamic sandbox reports into human-readable narratives
Oussama El Rhayati, Omar El Beqqali, Hamid Tairi, Mohamed Lamrini, Jamal Riffi   +4 more
doaj   +1 more source

Engineered Safety Features [PDF]

, 2021
Robert Lutz, Bill Williamson
openaire   +1 more source

Sustainable Selection of Machine Learning Algorithm for Gender-Bias Attenuated Prediction

IEEE Open Journal of Vehicular Technology
Research into novel approaches like Machine Learning (ML) promotes a new set of opportunities for sustainable development of applications through automation.
Raik Orbay, Evelina Wikner
doaj   +1 more source