Advanced multiscale machine learning for nerve conduction velocity analysis by Hossein Sadeghi

“…Abstract This paper presents an advanced machine learning (ML) framework for precise nerve conduction velocity (NCV) analysis, integrating multiscale signal processing with physiologically-constrained deep learning. …”
Get full text

Trends and Impact Gamification in Chemistry Learning: A Bibliometric Analysis by Ainul Ahmadsyah Hanafi, Liliasari Liliasari, Heli Siti Halimatul Munawaroh

“…The data analysis technique used VOSviewer software to visualize keyword networks, overlays, and densities. …”
Get full text

IMPLEMENTATION OF GEOGRAPHY CURRICULUM AND LEARNING METHODS: A BIBLIOMETRIC ANALYSIS by Albertus Erico Jerry Krisna Nugroho, Sugiyanto Sugiyanto, Singgih Prihadi

“…Methodology – This research uses a bibliometric analysis approach using data from the Scopus database. …”
Get full text

Usability in learning management systems: A mixed-method analysis by Pembe Pelin Koca, Hakan Özcan

“…Usability analysis in software has a critical role in creating useful products for users and obtaining the necessary feedback. …”
Get full text

Analyzing the Impact of Organic Food Consumption on Citizens Health Using Unsupervised Machine Learning by Giulio Angiolini, Giovanna Maria Dimitri

Get full text

Hybrid Deep Learning Approach for Automated Sleep Cycle Analysis by Sebastián Urbina Fredes, Ali Dehghan Firoozabadi, Pablo Adasme, David Zabala-Blanco, Pablo Palacios Játiva, Cesar A. Azurdia-Meza

“…The clinical standard for sleep data recording is polysomnography (PSG), which records electroencephalogram (EEG), electrooculogram (EOG), electromyogram (EMG), and other signals during sleep activity. …”
Get full text

MONITORING DATA AGGREGATION OF DYNAMIC SYSTEMS USING INFORMATION TECHNOLOGIES by Dmytro Shevchenko, Mykhaylo Ugryumov, Sergii Artiukh

“… The subject matter of the article is models, methods and information technologies of monitoring data aggregation. The goal of the article is to determine the best deep learning model for reducing the dimensionality of dynamic systems monitoring data. …”
Get full text

Deep-Learning-Based Segmentation of Cells and Analysis (DL-SCAN) by Alok Bhattarai, Jan Meyer, Laura Petersilie, Syed I. Shah, Louis A. Neu, Christine R. Rose, Ghanim Ullah

“…The results from DL-SCAN are consistent, reproducible, and free from user bias, allowing efficient and rapid analysis of experimental data in an objective manner. …”
Get full text

Language Learning of Gifted Individuals: A Content Analysis Study by Beria Gokaydin, Basak Baglama, Huseyin Uzunboylu

“…Data were analyzed with the content analysis method. …”
Get full text

Helicopter reconnaissance indicators sensitivity analysis based on machine learning by JIANG Xinyi, LOU Benchao, ZENG Weiping

“…Secondly, sensitivity analysis of helicopter reconnaissance mission effectiveness is achieved through task planning, constructing indicator systems, collecting relevant data, evaluating effectiveness, and using machine learning algorithms for modeling and training. …”
Get full text

Conditional differential analysis on the KATAN ciphers based on deep learning by Dongdong Lin, Manman Li, Zezhou Hou, Shaozhen Chen

“…Moreover, a conditional differential analysis framework is proposed based on deep learning with the multi‐differential neural distinguishers, resulting in a significant improvement than the previous. …”
Get full text

Developing tunable machine learning workflow for traffic analysis in SDN by Samaan Sama Salam, Jeiad Hassan Awheed

“…It presents a complete machine learning (ML) workflow that begins with data ingestion and end with a trained model that is capable of analyzing packets in a production network. …”
Get full text

Vibration Signal Analysis of Roadheader Based on Referential Manifold Learning by Hai Jiang, Xiaodong Ji, Yang Yang, Yuanyuan Qu, Miao Wu

“…First, health and fault vibration signals were extracted from a large number of field data. The abovementioned signals were analyzed by time domain and wavelet packet energy analysis and got the characteristic parameters of the signal which can form the characteristic parameter sets. …”
Get full text

Analysis Factors Influencing Intention to Use of Learning Management System by Yahya Mulya Aditya, Kadarisman Hidayat, Inggang Perwangsa Nuralam

Get full text

Validating Learning Organization in the Medical Profession: A Preliminary Analysis by Rana Zeeshan Mubarak, Marinah Awanag, Naveed R. Khan, Sadia Mubarak

“…The instrument was modif ied to adapt to settings in clinical care. A preliminary data of 150 medical doctors were used for reliability and exploratory factor analysis (EFA). …”
Get full text

Analysis of Fuzzy Logic Modification for Student Assessment in e-Learning by Retantyo Wardoyo, Wenty Dwi Yuniarti

“…This study presents an analysis of fuzzy logic modification for the assessment of Algorithm and Data Structures courses held in e-Learning. …”
Get full text

A Transfer Learning Algorithm Based on Regularized Discriminant Analysis by WANG Li-li, FENG Qi-shuai, CHEN De-yun, YANG Hai-lu

“…Based on the discriminant analysis and semi-supervised learning theory, the semi-supervised Gauss kernel discriminant analysis method is studied by kernel method and regularization method, and the reusable samples are transferred by constructing the revised embedding space. …”
Get full text

Optimization of machine learning algorithms for proteomic analysis using topsis by Javanbakht T., Chakravorty S.

“…The present study focuses on a new application of the TOPSIS method for the optimization of machine learning algorithms, supervised neural networks (SNN), the quick classifier (QC), and genetic algorithm (GA) for proteomic analysis. …”
Get full text

Bibliometric analysis: Reading and speed-reading learning in elementary school by Hermansyah Agus Kichi, Wangid Muhammad Nur, Kusmaryani Rosita Endang, Mustadi Ali

“…This bibliometric research aims to analyse the development of research on reading and speed-reading learning in elementary schools. Data were collected from the Scopus database using the keywords “reading learning,” “speed reading,” and “elementary school.” …”
Get full text

The analysis of fraud detection in financial market under machine learning by Jing Jin, Yongqing Zhang

“…In the future, its real-time adaptability can be further optimized through online learning and incremental update mechanism.…”
Get full text