Proposal of self and semi-supervised learning for imbalanced classification of coronary heart disease tabular data by Danny Xie-Li, Manfred González-Hernández

“…Recent literature in Self and Semi supervised learning, has shown tremendous progress in learning useful representations, and leveraging unlabeled dataset and labeled dataset to train a learning model. …”
Get full text

Improving neural network training using dynamic learning rate schedule for PINNs and image classification by Veerababu Dharanalakota, Ashwin Arvind Raikar, Prasanta Kumar Ghosh

“…This adaptability becomes crucial to effectively navigate varying gradients and optimize the learning process during the training process. In this paper, a dynamic learning rate scheduler (DLRS) algorithm is presented that adapts the learning rate based on the loss values calculated during the training process. …”
Get full text

A hybrid blockchain and machine learning approach for intrusion detection system in Industrial Internet of Things by Wu Song, Xiangyuan Zhu, Sheng Ren, Wenxue Tan, Yibo Peng

“…Intrusion detection systems (IDSs), which are used to detect intrusions in IIoT environments, are presented in this paper as hybrid machine learning-blockchain approaches. …”
Get full text

Machine learning-enhanced SERS for accurate azoospermia diagnosis via seminal plasma exosome analysis by Jiarui Wang, Shiyan Jiang, Jiaxin Shi, Jing Wang, Shengrong Du, Zufang Huang

“…Traditional diagnostic methods for azoospermia are subjective and variable. This study presents a novel, noninvasive, and accurate diagnostic method using surface-enhanced Raman spectroscopy (SERS) combined with machine learning to analyze seminal plasma exosomes. …”
Get full text

The Use of Cell Phones in Accessing Social Media by Students During Learning Process in English Classroom by Ridha Fadillah, Akhmad Adi Purnawarman

“…This study investigates a phenomenon in the educational world: using cell phones during teaching and learning in English classes. Cell phones here are referred to as inappropriate use, not as a supportive device in teaching and learning, reducing students' attention span. …”
Get full text

Deep Dive into Bone Tumor Segmentation and Classification: Methodological Review and Challenges with Deep Learning Approaches by Singh Rathla Roop, D Vasumathi

“…This comprehensive review delves into the advancements made in utilizing Deep Learning (DL) procedures for bone tumor separation and classification. …”
Get full text

Extreme Learning Machine and Moving Least Square Regression Based Solar Panel Vision Inspection by Heng Liu, Caihong Zhang, Dongdong Huang

“…In this work, for solar panel vision inspection, we present an extreme learning machine (ELM) and moving least square regression based approach to identify solder joint defect and detect the panel position. …”
Get full text

Intelligent analysis of the quality of educational content on statistics of student performance in the learning management system "Scorina" by A. G. Savenko

“…A mathematical model of educational process of learning management system "Scorina", and approach to assessing the knowledge of students are presented.The implementation of functional diagram and the algorithm of the module for the intelligent analysis of the quality of educational content of learning management system "Scorina" is proposed. …”
Get full text

Comparison of deep learning models for predictive maintenance in industrial manufacturing systems using sensor data by Wenjun Li, Ting Li

“…Abstract This paper presents a comprehensive comparison of deep learning models for predictive maintenance (PdM) in industrial manufacturing systems using sensor data. …”
Get full text

Machine learning approaches for predicting the structural number of flexible pavements based on subgrade soil properties by Asadullah Ziar

“…Abstract This study presents a machine learning approach to predict the structural number of flexible pavements using subgrade soil properties and environmental conditions. …”
Get full text

The Use of Academic Portfolio in the Learning and Assessment of Physics Students from a Singapore Private College by Meng Kay Ling

“…The purpose of this research paper is to examine the use of portfolios in the teaching and learning of physics at a Singapore private college. …”
Get full text

EFL Students’ Perceptions of Language Learning and Assessment: Pre and in Generative AI (GenAI) Era by Huan Zhao

“…To mitigate the negative consequences of GenAI in learning and assessment, participants presented some key suggestions. …”
Get full text

The Potential of Machine Learning Methods for Separated Turbulent Flow Simulations: Classical Versus Dynamic Methods by Stefan Heinz

“…One very popular approach to dealing with these questions is the use of machine learning (ML) methods to enable improved RANS predictions. …”
Get full text

Recursive regulator: a deep-learning and real-time model adaptation strategy for nonlinear systems by Jinming Sun, Yanqiu Huang, Wanli Yu, Alberto Garcia-Ortiz

Get full text

Study on School Students’ Blended Learning Experiences and Mathematical Self-Concept during Covid-19 by Diana Rose Jasmin, Paul John Ongcoy

“…The findings show that comprehending these encounters in this demanding educational setting presents a constant prospect for students to enhance their mathematical learning and their perception of their own ability to excel in the topic. …”
Get full text

Machine Learning Algorithms for Acid Mine Drainage Mapping Using Sentinel-2 and Worldview-3 by Fahimeh Farahnakian, Nike Luodes, Teemu Karlsson

“…Acid Mine Drainage (AMD) presents significant environmental challenges, particularly in regions with extensive mining activities. …”
Get full text

Deep learning-based classification of hemiplegia and diplegia in cerebral palsy using postural control analysis by Javiera T. Arias Valdivia, Valeska Gatica Rojas, César A. Astudillo

Get full text

Scalable variational learning for noisy-OR Bayesian networks with normalizing flows for complex cascading disaster systems by Xuechun Li, Susu Xu

Get full text

Teachers’ Perceptions of Implementing Student-Generated Videos as an Authentic Assessment Tool in English Language Learning by Abdelhadi Amina, Belaid Louiza

“…To address this, the present study explores teachers’ perceptions of using student-generated videos as a summative assessment tool, focusing on its pedagogical relevance and feasibility. …”
Get full text

Designing Learning Materials for Systems of Linear Equations in Two Variables in the Context of Jakabaring Tourism in Palembang by Marta Risa Putri Utami, Zulkardi Zulkardi, Ely Susanti, Meryansumayeka Meryansumayeka

“… The System of Linear Equations in Two Variables (SLETV) is one of the essential topics in mathematics that often presents challenges for students to understand. Interventions in the learning process can be made by designing a Hypothetical Learning Trajectory (HLT) based on Indonesian Realistic Mathematics Education (PMRI), integrating local context to enhance student understanding. …”
Get full text