The intelligent fault identification method based on multi-source information fusion and deep learning by Dashu Guo, Xiaoshuang Yang, Peng Peng, Lei Zhu, Handong He

“…The results indicate that among the machine learning methods, the classification and regression Trees model achieved an accuracy of 0.993, true positive rate of 0.988, F1-score of 0.994. …”
Get full text

Traffic concealed data detection method based on contrastive learning and pre-trained Transformer by HE Shuai, ZHANG Jingchao, XU Di, JIANG Shuai, GUO Xiaowei, FU Cai

“…To solve the problems of characterizing representing massive encrypted traffic, perceiving malicious behaviors, and identifying the ownership of privacy data, a traffic concealed data detection method was proposed based on contrastive learning and pre-trained Transformer. …”
Get full text

Unknown intrusion traffic detection method based on unsupervised learning and open-set recognition by Jun Fang, Cunxiang Xie

Get full text

Implementing Case-Method in Maritime-Related Learning: A Qualitative Descriptive Study in Physics Learning on The Topic of Hydrostatics Pressure by Sarkity Dios, Liana Metta, Fitriani Rita, Sundari Putri Dwi

“…The need to develop 21st-century skills requires lecturers to apply appropriate learning to develop skills. This study aims to describe how the implementation of case-method learning for physics lectures on the topic of hydrostatic pressure by integrating the maritime context. …”
Get full text

Optimization method of task uninstallation in mobile edge computing environment combining improved deep Q-learning and transmission learning by Lihong Zhao, Shuqin Wang, Xiaomei Ding

“…This article studied the optimization method of task uninstallation in mobile edge computing (MEC) environment, and studied the optimization method of task uninstallation in combination with improved deep Q-learning and transmission learning (TL). …”
Get full text

Effect of Implementing Flipped Classroom Method of Teaching Learning in Biochemistry on Student Learning and Student Perception about Flipped Classroom by AS Shilpasree, Ramyashree Vyas, Vidya S Patil, Srirang P Kulkarni

“…On feedback analysis, the majority of the students perceived the flipped classroom as a better teaching-learning method compared to the traditional lecture. …”
Get full text

Using machine learning to study the population life quality: methodological aspects by E. V. Shchekotin, В. Л. Гойко, P. A. Basina, B. B. Bakulin

Subjects: Get full text

Optimization of Teaching Profession Courses Through Project Methods: Impact on Biology Education Students by Devie Novallyan, Nehru

Subjects: Get full text

Adding word sense awareness to computer-assisted language learning methods: a tailor-made word sense disambiguation method for Spanish as a foreign language by Jasper Degraeuwe, Patrick Goethals, Arda Tezcan

“…With weighted F1 scores up to 0.8995, the WSD method shows potential to be applied in real-life CALL scenarios.…”
Get full text

Comparative Analysis of Machine Learning and Deep Learning Models for Classification and Prediction of Liver Disease in Patients with Hepatitis C by Shalem Preetham Gandu, M. Roshni Thanka, E. Bijolin Edwin, Ebenezer Veemaraj, S. Stewart Kirubakaran

Get full text

Deep learning to evaluate seismic-induced soil liquefaction and modified transfer learning between various data sources by Hongwei Guo, Chao Zhang, Hongyuan Fang, Timon Rabczuk, Xiaoying Zhuang

Subjects: Get full text

Lessons learned from qualitative fieldwork in a multilingual setting by Shweta Jain Verma

Get full text

Review of Surface-Defect Detection Methods for Industrial Products Based on Machine Vision by Quan Wang, Mengnan Wang, Jiadong Sun, Deji Chen, Pei Shi

“…Machine learning methods are divided into point-distance-based, hyperplane-based, tree-based, and neural network-based classification algorithms. …”
Get full text

A comparison of several intrusion detection methods using the NSL-KDD dataset by hazem salim abdullah

Get full text

Visualization Methods for DNA Sequences: A Review and Prospects by Tan Li, Mengshan Li, Yan Wu, Yelin Li

Subjects: Get full text

Enhancing Online Teaching Methods Through Leadership Innovations by Sharma Manjari, Gupta Sharad

“…This paper explores the crucial role of leadership in enhancing online teaching methods through innovative approaches. As online education becomes increasingly important, particularly following the COVID-19 pandemic, effective leadership is vital for addressing both the potential and challenges of digital learning environments. …”
Get full text

A comparative study of methods for dynamic survival analysis by Wieske K. de Swart, Marco Loog, Jesse H. Krijthe, Jesse H. Krijthe

“…With advancements in machine learning, several new methods have been introduced, often using a two-stage approach: first extracting features from longitudinal trajectories and then using these to predict survival probabilities.MethodsThis work compares several combinations of longitudinal and survival models, assessing their predictive performance across different training strategies. …”
Get full text

Analysis of the methods of word sense disambiguation in the biomedical domain by A. V. Pashuk, A. B. Gurinovich, N. A. Volorova, A. P. Kuznetsov

Get full text

Improving student learning outcomes in sports massage and sports injury prevention handling courses through a project based learning model using active learning methods by Ugi Nugraha, Yonifia Anjanika, Sugih Suhartini

Subjects: Get full text

Satisfaction Level from Digital Learning Implementation Using E-Learning Management System (LMS) UP45 at University of Proklamasi 45 by Agung Prayogo, Selvy Dwi Hartiyani, Erlinawaty Hartiyani, Puti Adam Dewi

Subjects: Get full text