Strategy-Switch: From All-Reduce to Parameter Server for Faster Efficient Training by Nikodimos Provatas, Iasonas Chalas, Ioannis Konstantinou, Nectarios Koziris

“…Deep learning plays a pivotal role in numerous big data applications by enhancing the accuracy of models. …”
Get full text

An Overview of the BALSAC Population Database. Past Developments, Current State and Future Prospects by Hélène Vézina, Jean-Sébastien Bournival

“…Future perspectives rest on the diversification of the sources of population data entered or connected to the database and, as a corollary, by continuous optimization of data processing and linkage procedures. In the era of 'big data', BALSAC is gradually moving from a historical population database to a multifaceted infrastructure for interdisciplinary research on the Quebec population.…”
Get full text

Design of Command and Dispatch System for Automatic Reading of Meter Images in Substations by UAV Inspection Photos by Guanghong Deng, Liangpei Lin, Baihao Lin, Wenlong Jing, Xiaodan Zhao, Yong Li, Rui Yang, Shidun Xie, Pengfeng Wei

Get full text

Trends in incidence and mortality of chronic obstructive pulmonary disease among residents of Xiamen city from 2012 to 2022: analysis of hospital records and death registration dat... by Youlan CHEN, Ahua WU, Moliang CHEN, Yilan LIN, Yanqi LAN, Qun LOU, Zhinan GUO

“…MethodsPersonal medical records of COPD patients, who visited any medical and health institutions in Xiamen city from 2012 to 2022, were extracted from the Xiamen City Health and Medical Big Data Information Platform. The collected COPD mortality data were matched with records in the city′s death registration management system. …”
Get full text

Development and Validation of a Risk Prediction Model for Ventricular Arrhythmia in Elderly Patients with Coronary Heart Disease by Ying Dong, Yajun Shi, Jinli Wang, Qing Dan, Ling Gao, Chenghui Zhao, Yang Mu, Miao Liu, Chengliang Yin, Rilige Wu, Yuqi Liu, Yang Li, Xueping Wang

Get full text

Application of Image Processing Variation Model Based on Network Control Robot Image Transmission and Processing System in Multimedia Enhancement Technology by Yanmin Wu, Jinli Qi

Get full text

Nenis en México: Análisis multidimensional del empoderamiento femenino en la plataforma X by Elías Alvarado Lagunas, Eunice Sarai Ocañas-Gallardo

“…El análisis se basa en un índice de percepción geoespacial, creado mediante técnicas de Big Data y minería de texto. Este índice se aplicó a 40,412 publicaciones de la plataforma digital X, difundidas entre junio de 2021 y agosto de 2022, para identificar patrones y tendencias relacionadas con el tema. …”
Get full text

Time Series Forecasting for Regional Development Composite Index Using Real-Time Floating Population Data by Jungyeol Hong, Jieun Na, Youjeong Kang, Dongho Kim

Get full text

Biodegradable Food Packaging Materials and Prospects of the Fourth Industrial Revolution for Tomato Fruit and Product Handling by S. M. Chisenga, G. N. Tolesa, T. S. Workneh

“…There is a research gap on the development of a hybrid sensor system unit that can integrate sampling headspace (SHS), detection unit, and data processing of big data for heterogeneous tomato-derived volatiles. …”
Get full text

LONGPOP and IDS. Personal reflections on our collaboration With Kees Mandemakers. by Sam Jenkinson, Hideko Matsuo, Koen Matthijs

“…The three of us have known Kees for some time, but most closely since 2014, when we became formally engaged as project partners under the so-called LONGPOP-project, an EU funded Marie Curie grant, named Methodologies and Data mining techniques for the analysis of Big Data based on Longitudinal Population and Epidemiological Registers. …”
Get full text

Digital twins in the building sector: Implementation and key features by Lemian Diana, Bode Florin

“…Additionally, the study addresses the benefits of advanced technologies such as big data, cloud computing, artificial intelligence (AI), and the Internet of Things (IoT) in enhancing BIM capabilities and supporting data-driven decision-making. …”
Get full text

Using the High-Level Based Program Interface to Facilitate the Large Scale Scientific Computing by Yizi Shang, Ling Shang, Chuanchang Gao, Guiming Lu, Yuntao Ye, Dongdong Jia

“…Also, the data anticipation migration mechanism can improve the efficiency of the platform which needs to process big data based scientific applications.…”
Get full text

A Classroom Emotion Recognition Model Based on a Convolutional Neural Network Speech Emotion Algorithm by Qinying Yuan

“…In this paper, we construct a model of convolutional neural network speech emotion algorithm, analyze the classroom identified by the neural network with a certain degree of confidence together with the school used in the dataset, find the characteristics and rules of teachers’ control of classroom emotion nowadays using big data, find the parts of classroom emotion, and design a classroom emotion recognition model based on convolutional neural network speech emotion algorithm according to these characteristics. …”
Get full text

An Overview of the BALSAC Population Database. Past Developments, Current State and Future Prospects by Hélène Vézina, Jean-Sébastien Bournival

“…Future perspectives rest on the diversification of the sources of population data entered or connected to the database and, as a corollary, by continuous optimization of data processing and linkage procedures. In the era of 'big data', BALSAC is gradually moving from a historical population database to a multifaceted infrastructure for interdisciplinary research on the Quebec population. …”
Get full text

Disordered and Multiple Destinations Path Planning Methods for Mobile Robot in Dynamic Environment by Yong-feng Dong, Hong-mei Xia, Yan-cong Zhou

Get full text

The Interfaces Twitter Elections Dataset: Construction process and characteristics of big social data during the 2022 presidential elections in Brazil. by Sylvia Iasulaitis, Alan Demétrius Baria Valejo, Bruno Cardoso Greco, Vinicius Gonçalves Perillo, Guilherme Henrique Messias, Isabella Vicari, with the Interfaces—Center for Sociopolitical Studies of Algorithms and Artificial Intelligence

“…While Twitter is generally a "public" access platform and fits into big data standards, extracting valuable information is not trivial due to the volume, speed, and heterogeneity of data. …”
Get full text

Enhancing Fraud Detection in Banking With Deep Learning: Graph Neural Networks and Autoencoders for Real-Time Credit Card Fraud Prevention by Fawaz Khaled Alarfaj, Shabnam Shahzadi

Get full text

Proposal for a Sustainable Model for Integrating Robotic Process Automation and Machine Learning in Failure Prediction and Operational Efficiency in Predictive Maintenance by Leonel Patrício, Leonilde Varela, Zilda Silveira

“…Future research could explore integrating big data and AI to further improve prediction accuracy. …”
Get full text

GO Loss: A Gaussian Distribution-Based Orthogonal Decomposition Loss for Classification by Mengxin Liu, Wenyuan Tao, Xiao Zhang, Yi Chen, Jie Li, Chung-Ming Own

Get full text