Deep learning for real-time P-wave detection: A case study in Indonesia's earthquake early warning system by Adi Wibowo, Leni Sophia Heliani, Cecep Pratama, David Prambudi Sahara, Sri Widiyantoro, Dadan Ramdani, Mizan Bustanul Fuady Bisri, Ajat Sudrajat, Sidik Tri Wibowo, Satriawan Rasyid Purnama

“…This task becomes even more challenging in regions like Indonesia, where widely spaced seismic stations exist. …”
Get full text

Deep Learning-Based Instance Segmentation of Galloping High-Speed Railway Overhead Contact System Conductors in Video Images by Xiaotong Yao, Huayu Yuan, Shanpeng Zhao, Wei Tian, Dongzhao Han, Xiaoping Li, Feng Wang, Sihua Wang

“…This work expands upon the YOLO11-seg model and introduces an instance segmentation approach for galloping video and image sensor data of OCS conductors. The algorithm, designed for the stripe-like distribution of OCS conductors in the data, employs four-direction Sobel filters to extract edge features in horizontal, vertical, and diagonal orientations. …”
Get full text

Training in modern statistical methodologies and software tools for the definition and analysis of (stochastic) quantitative microbial risk assessment models with relevant food pro... by Abdul Muhammad Ehtesham, Virginia Filipello, Pablo S. Fernandèz Escàmez, Alberto Garre Perez

“…Despite the heat treatments these beverages undergo to ensure safety, risks persist, such as cross‐contamination during post‐processing or the survival of heat‐resistant spores like Bacillus cereus. …”
Get full text

Federated Learning Enhanced MLP–LSTM Modeling in an Integrated Deep Learning Pipeline for Stock Market Prediction by Jayaraman Kumarappan, Elakkiya Rajasekar, Subramaniyaswamy Vairavasundaram, Ketan Kotecha, Ambarish Kulkarni

“…A global model is created and updated through repeated training and totaling of parameters while preserving privacy of the data going to each node. In the performance evaluation, quantitative measures like Root-Mean-Square Error (RMSE), and accuracy are seven used. …”
Get full text

Enhancing the genomic prediction accuracy of swine agricultural economic traits using an expanded one-hot encoding in CNN models by Zishuai Wang, Wangchang Li, Zhonglin Tang

“…Furthermore, future research endeavors can explore additional enhancements to DL methods by incorporating advanced data pre-processing techniques.…”
Get full text

A Study on the Lightweight and Fast Response GRU Techniques for Indoor Continuous Motion Recognition Based on Wi-Fi CSI by Kyongseok Jang, Chao Sun, Junhao Zhou, Yongbin Seo, Youngok Kim, Seyeong Choi

“…The proposed LFR-GRU model is evaluated using criteria such as F1-score, total number of parameters, learning time, processing speed, and memory usage, and its performance is compared with conventionally available models like 1D convolutional neural networks (CNNs), long short-term memory (LSTM), bidirectional LSTM (Bi-LSTM), and Bi-GRU. …”
Get full text

Edge-preserving filter with adaptive gradient optimization by Wanshu Fan, Zhixun Su, Hongyan Wang, Nannan Li, Xuan Wang

“…Due to the advantages of rapid deployment, flexible networking, and multimedia information perceiving, wireless multimedia sensor networks are suitable for transmitting mass multimedia data such as audio, video, and images. Two-dimensional images are among the nuclear ways to convey certain information, and there exists a large number of image data to be processed and transmitted; however, the complexity of environment and the instability of sensing component both can give rise to the insignificant information of the resulted images. …”
Get full text

SPUFChain: Permissioned Blockchain Lightweight Authentication Scheme for Supply Chain Management Using PUF of IoT by Mohammad Iqbal Saryuddin Assaqty, Ying Gao, Abeer D. Algarni, Siraj Khan, Mohuya Chakraborty, Hafied Nur Siddiqi, Sadique Ahmad

Get full text

Role of AI in empowering and redefining the oncology care landscape: perspective from a developing nation by Isha Goel, Isha Goel, Yogendra Bhaskar, Nand Kumar, Sunil Singh, Mohammed Amanullah, Ruby Dhar, Subhradip Karmakar

“…Artificial Intelligence (AI), driven by advancements in machine learning, deep learning, and natural language processing, can profoundly transform the underlying shortcomings in the healthcare industry, more for populous nations like India. …”
Get full text

Child mortality estimation: a comparison of UN IGME and IHME estimates of levels and trends in under-five mortality rates and deaths. by Leontine Alkema, Danzhen You

“…A decomposition of the differences showed that differences in estimates due to using different data (inclusion of data series and pre-processing of data) are on average larger than the differences due to using different trend fitting methods.…”
Get full text

PEMANFAATAN TEKNOLOGI INFORMASI DAN KOMUNIKASI DALAM PEMBELAJARAN AKUNTANSI (STUDI EMPIRIS PADA GURU SMK SE KOTA SEMARANG) by Sri Kustini, Ahmad Nurkhin

“…Meanwhile, the most rarely ICT used by them were teleconference based on learning, online discussion with colleges and data analysis software like SPSS program. The complementary result showed that there was no significant  difference of ICT used by them were teleconference based on learning, online discussion with colleges and data analysis software like SPSS program. …”
Get full text

Analisis Sistem Pemilihan dan Daur Ulang Sampah Rumah Tangga di Daerah Perkotaan Menggunakan Pendekatan Life Cycle Assessment (LCA) by Yosef Adicita, Anshah Silmi Afifah

“…The lack of a waste separation process based on its composition can affect the environment because the management and processing process is not carried out properly, especially during a pandemic like this. …”
Get full text

Visual Perturbation to Enhance Return to Sport Rehabilitation after Anterior Cruciate Ligament Injury: A Clinical Commentary by Timothy R Wohl, Cody R Criss, Dustin R Grooms

“…The neuromuscular consequences of injury are not limited to the joint and surrounding musculature, but may modulate central nervous system reorganization. Neuroimaging data suggest patients with ACL injuries may require greater levels of visual-motor and neurocognitive processing activity to sustain lower limb control relative to healthy matched counterparts. …”
Get full text

Implementation HR information system – part of a unified information environment of MPEI by I. M. Krepkov, M. R. Ovsyannikova, S. A. Petrov, A. B. Fedorov

“…The use of technology of one supplier facilitates the integration processes and products into a unified information environment. …”
Get full text

Positional embeddings and zero-shot learning using BERT for molecular-property prediction by Medard Edmund Mswahili, JunHa Hwang, Jagath C. Rajapakse, Kyuri Jo, Young-Seob Jeong

“…Abstract Recently, advancements in cheminformatics such as representation learning for chemical structures, deep learning (DL) for property prediction, data-driven discovery, and optimization of chemical data handling, have led to increased demands for handling chemical simplified molecular input line entry system (SMILES) data, particularly in text analysis tasks. …”
Get full text

Annotation-free prediction of microbial dioxygen utilization by Avi I. Flamholz, Joshua E. Goldford, Philippa A. Richter, Elin M. Larsson, Adrian Jinich, Woodward W. Fischer, Dianne K. Newman

“…We, therefore, suggest that statistical methods like ours might be used to estimate, or “sense,” pivotal features of the chemical environment using DNA sequencing data.IMPORTANCEWe now have access to sequence data from a wide variety of natural environments. …”
Get full text

School leadership fostering mental health in the times of crisis: synthesis of school principals’ views and PISA 2022 by Hasan Yücel Ertem

“…Abstract Administration and governance of schools including many complex processes like bureaucracy, teaching, and school improvement is responsibility school principals. …”
Get full text

Immunological aspects of the lethal HIV / COVID-19 coinfected cohort by A. I. Mazus, E. V. Tsyganova, A. S. Zhilenkova, N. V. Glukhoedova, M. D. Geyne, Yu. A. Anikina, Yu. G. Parkhomenko, N. V. Mozgaleva, P. A. Vedyapin, O. A. Tishkevich

“…Statistical data processing was provided by SPSS 17 version (allowable error E = 5 %).   …”
Get full text

A Bioinert Hydrogel Framework for Precision 3D Cell Cultures: Advancing Automated High‐Content and High‐Throughput Drug Screening by Hyunsu Jeon, Tiago Thomaz Migliati Zanon, James Carpenter, Aliciana Ilias, Yamil Colón, Yichun Wang

“…The unique hexagonal‐close‐packed geometry of iCC structure enables HCHTS through conventional plate reader analysis and fluorescent microscopy assisted by house‐developed automated data processing algorithm. This advancement offers promising applications in tissue engineering, disease modeling, and drug development in biomedical research.…”
Get full text

Investigating the Impact of COVID-19 on Laboratory Parameters in Diabetic Retinopathy of the Central Rural Population of India by Nitu Sharma, Purti Agrawal Saini, Sonu Rawat, Madhav Shridharrao Kadam, Seema Sutey, Priyadarshini Rangari, Amit Rangari

“…The data gathered were statistically analyzed using SPSS (software version 24.0) for assessment of descriptive measures, Student t-test, and ANOVA [P < 0.05]. …”
Get full text