Results 51 to 60 of about 40,856 (264)

Radar-based Feature Design and Multiclass Classification for Road User Recognition

, 2019
The classification of individual traffic participants is a complex task, especially for challenging scenarios with multiple road users or under bad weather conditions.
Appenrodt, Nils, Dickmann, Jürgen, Scheiner, Nicolas, Sick, Bernhard   +3 more
core   +1 more source

Characterization of the extracellular matrix from human and dog umbilical cords

The Anatomical Record, EarlyView.
Abstract The extracellular matrix is important for maintaining tissue morphogenesis and homeostasis; it can also be used as a biomaterial for the production of biological scaffolds. Particularly, the umbilical cord has shown potential in the production of scaffolds for small‐diameter vessels.
Ana Carla Mendonça, Roberta Losi Guembarovski, Carlos Alberto Miqueloto, Alda Fiorina Maria Losi Guembarovski, Caio Garcia Barbosa da Silva, Laís Capelasso Lucas Pinheiro, Phelipe Oliveira Favaron   +6 more
wiley   +1 more source

Evaluating the performance of different machine learning algorithms based on SMOTE in predicting musculoskeletal disorders in elementary school students

BMC Medical Research Methodology
Background Musculoskeletal disorders (MSDs) are a major health concern for children. Traditional assessment methods, which are based on subjective assessments, may be inaccurate.
Sara Manoochehri, Maryam Zamani, Maryam Afshari, Ali Reza Soltanian, Zohreh Manoochehri   +4 more
doaj   +1 more source

SMOTE-SVM for Handling Imbalanced Data in Obesity Classification

IJCCS (Indonesian Journal of Computing and Cybernetics Systems)
Obesity is a significant health issue associated with various chronic diseases, making its early classification critical for effective interventions.
Muhammad Kunta Biddinika, Herman Yuliansyah, Dewi Soyusiawaty, Farhan Radhiansyah Razak   +3 more
doaj   +1 more source

Sentimen Analisis Untuk Mengukur Kepercayaan Masyarakat Terhadap Pengadaan Vaksin Covid-19 Berbasis Bernoulli Naive Bayes

BIOS, 2022
Penelitian ini berisi tentang analisis sentimen masyarakat Indonesia pada Twitter terhadap kebijakan pemerintah dalam menangani kasus pandemi covid-19.
Hanifatul Azizah, Bagus Setya Rintyarna, Triawan Adi Cahyanto   +2 more
doaj   +1 more source

RM-SMOTE: A new robust balancing technique

Statistical Methods & Applications, 2023
Abstract Imbalanced data is a common characteristic in classification problems. The imbalance of the data may lead to biased results, due to the difficulty of learning classes with few observations, called Minority classes. Balancing techniques are a common strategy to overcome imbalanced data situations.
Rasool Taban, Cláudia Nunes, M. Rosário Oliveira   +2 more
openaire   +1 more source

Deep Over-sampling Framework for Classifying Imbalanced Data

, 2017
Class imbalance is a challenging issue in practical classification problems for deep learning models as well as traditional models. Traditionally successful countermeasures such as synthetic over-sampling have had limited success with complex, structured
B Krawczyk, C Dong, G Hinton, GE Hinton, H He, KQ Weinberger, MD Zeiler, NV Chawla, NV Chawla, P Jeatrakul, RA Dunne, S Ando, S Köknar-Tezel, Y Bengio, Y Lecun, ZH Zhou   +15 more
core   +1 more source

Automated Feature Extraction and Classification of Submerged Cultural Heritage Assets in the Puck Lagoon via Multisensor Remote Sensing

Archaeological Prospection, EarlyView.
ABSTRACT This study presents a strong framework for the detection and classification of Submerged Cultural Heritage Assets (SCHA) in shallow marine environments using the integration of multibeam echosounder and airborne LiDAR bathymetry with object‐based image analysis and fuzzy logic–based classification.
Łukasz Janowski, Andrzej Pydyn, Mateusz Popek, Anna M. Kotarba‐Morley, Paweł Tysiąc   +4 more
wiley   +1 more source

Penerapan: Penerapan Metode SMOTE Untuk Mengatasi Imbalanced Data Pada Klasifikasi Ujaran Kebencian

Computer Science
Ujaran kebencian adalah penyebaran kebencian terhadap individu atau kelompok atas dasar suku, agama, ras, dan karakteristik lain yang dapat menimbulkan diskriminasi, kekerasan, dan konflik sosial.
Ridwan Ridwan, Eni Heni Hermaliani, Muji Ernawati   +2 more
doaj   +1 more source

Tree-based Intelligent Intrusion Detection System in Internet of Vehicles

, 2019
The use of autonomous vehicles (AVs) is a promising technology in Intelligent Transportation Systems (ITSs) to improve safety and driving efficiency. Vehicle-to-everything (V2X) technology enables communication among vehicles and other infrastructures ...
Hamieh, Ismail, Moubayed, Abdallah, Shami, Abdallah, Yang, Li   +3 more
core   +1 more source