A Federated Learning Framework for Enhanced Data Security and Cyber Intrusion Detection in Distributed Network of Underwater Drones by Mansahaj Singh Popli, Rudra Pratap Singh, Navneet Kaur Popli, Mohammad Mamun

“…Traditional centralized data processing approaches are inefficient under these conditions as they require transmitting large volumes of raw data to a central location. …”
Get full text

Parametric Excitation and Instabilities of Spin Waves Driven by Surface Acoustic Waves by Moritz Geilen, Roman Verba, Abbass Hamadeh, Alexandra Nicoloiu, Daniele Narducci, Adrian Dinescu, Milan Ender, Morteza Mohseni, Florin Ciubotaru, Mathias Weiler, Alexandru Müller, Burkard Hillebrands, Christoph Adelmann, Philipp Pirro

“…This opens novel ways to create micro‐scaled nonlinear magnonic systems for logic and data processing that profit from the efficient excitation of phonons using piezoelectricity.…”
Get full text

Active Thermometry Based DS18B20 Temperature Sensor Network for Offshore Pipeline Scour Monitoring Using -Means Clustering Algorithm by Xuefeng Zhao, Weijie Li, Lei Zhou, Gang-Bing Song, Qin Ba, Jinping Ou

“…The system consists of thermal cables, data acquisition unit, and data processing unit. As the thermal cables emit heats, the distributed DS18B20 digital temperature sensors record temperature information over time. …”
Get full text

Gait Perception via Actual and Estimated Pneumatic Physical Reservoir Output by Junyi Shen, Tetsuro Miyazaki, Swaninda Ghosh, Toshihiro Kawase, Kenji Kawashima

“…Physical reservoir computing (PRC), which utilizes the inherent nonlinearity of physical systems for data processing, offers a promising alternative. This study proposes a novel self‐estimated physical reservoir computing (SEPRC) model that improves traditional PRC models for gait perception using a wearable pneumatic physical reservoir. …”
Get full text

Visual Feedback System Supporting Robotic Manipulation of Hemp Plants by Marek Kraft, Bartosz Ptak, Mateusz Piechocki, Dominik Pieczyński, Kamil Młodzikowski, Bartłomiej Kulecki, Dominik Belter

“…The solution uses an industry-standard, inexpensive RGB-D camera as the input data source to derive control signals controlling the robotic arm and end effector. Input image data processing is performed by a dedicated neural network model trained using a dataset created specifically for the described task to achieve detection by stalk segmentation and postprocessing. …”
Get full text

Evaluating suitability of regression models in small data regimes using concrete with recycled copper tailings as a case study by Ahed Habib, Samer Barakat, Samir Dirar, Salah Al-Toubat, Zaid A. Al-Sadoon

“…Specifically, the research focuses on evaluating the suitability of five regression models across nine different data processing scenarios using concrete with recycled copper tailing as a case study. …”

Individual morphostructural components of yield in black currant cultivars by O. A. Tikhonova

“…The research was conducted by conventional methods. Statistical data processing was performed using Microsoft Excel.Results and conclusions. …”
Get full text

Raman Spectroscopy and Its Application in Fruit Quality Detection by Yong Huang, Haoran Wang, Huasheng Huang, Zhiping Tan, Chaojun Hou, Jiajun Zhuang, Yu Tang

“…This paper reviews the fundamental principles and recent advancements in Raman spectroscopy and explores data processing techniques that use machine learning in Raman spectroscopy, with a focus on its applications in detecting fruit diseases, analyzing pesticide residues, and identifying origins. …”
Get full text

Fractional hitting sets for efficient multiset sketching by Timothé Rouzé, Igor Martayan, Camille Marchet, Antoine Limasset

“…Abstract The exponential increase in publicly available sequencing data and genomic resources necessitates the development of highly efficient methods for data processing and analysis. Locality-sensitive hashing techniques have successfully transformed large datasets into smaller, more manageable sketches while maintaining comparability using metrics such as Jaccard and containment indices. …”
Get full text

Replication-Based Query Management for Resource Allocation Using Hadoop and MapReduce over Big Data by Ankit Kumar, Neeraj Varshney, Surbhi Bhatiya, Kamred Udham Singh

“…The results show that the proposed work reduces the data processing time by 30%.…”
Get full text

Emerging Spatiotemporal Dynamics in Multiterminal Neuromorphic Nanowire Networks Through Conductance Matrices and Voltage Maps by Davide Pilati, Fabio Michieletti, Alessandro Cultrera, Carlo Ricciardi, Gianluca Milano

“…Abstract Self‐organizing memristive nanowire (NW) networks are promising candidates for neuromorphic‐type data processing in a physical reservoir computing framework because of their collective emergent behavior, which enables spatiotemporal signal processing. …”
Get full text

Impact of Non-Surgical Periodontal Treatment on Total WBC Count in Patients with Periodontitis by Hozan Wrya Azeez, Arkhawan Ali Abdulhaq, Ziwar Ahmed Salih

“…Statistical tests were done by standard program data processing (MS excel) paired t test. Conclusion: The present study concludes that total WBC counts were decreased after non- surgical periodontal therapy …”
Get full text

Epidemiological and clinical variables in pediatric patients hospitalized for urinary tract infection by Isabel María Vallina López, Rolando Rodríguez Puga, Yasnier Dueñas Rodríguez, Yoánderson Pérez Díaz, María Emilia Navarro Huertas, María Francisca Garcés Raventós

“…The studied variables were: age group and sex, health area, clinical signs and symptoms, risk factors and isolated germs. Data processing was carried out using the statistical package for the social sciences and the results were expressed in absolute values and percentages.…”
Get full text

State-of-the-Art Detection and Diagnosis Methods for Rolling Bearing Defects: A Comprehensive Review by Bojun Sun, Zixin Sheng, Peng Song, Huilin Sun, Fei Wang, Xiaogang Sun, Junyan Liu

“…This article provides a comprehensive review of the existing fault diagnosis methods for rolling bearings in four aspects: the integration of advanced sensor technology and advanced data processing technology, multimodal fusion, intelligent detection, and real-time monitoring. …”
Get full text

Advances in Metal Halide Perovskite Memristors: A Review from a Co‐Design Perspective by Bowen Jiang, Xiang Chen, Xiaoxin Pan, Li Tao, Yuangqiang Huang, Jiahao Tang, Xiaoqing Li, Peixiong Wang, Guokun Ma, Jun Zhang, Hao Wang

“…Additionally, the potential of MHPs memristors in data processing, physical encryption devices, artificial synapses, and brain‐like computing advancement of MHPs memristors is evaluated. …”
Get full text

Marine Automatic Weather System (MAWS) instrumentation system for climate change monitoring based on The Internet of Things (IoT) by Husen Zakaria, Ismail Nazli, Syukri Surbakti Muhammad, Omar Fairuz, Yusibani Elin, Kesuma Fatmawati, Nurhanif Nurhanif, Arif Hasibuan Ahmad, Fauzi Fauzi

“…This instrumentation system consists of several parts, such as a data processing unit using the Arduino Uno microcontroller. …”
Get full text

Detailed Nonlinear Modeling and High-Fidelity Parallel Simulation of MMC With Embedded Energy Storage for Wind Farm Grid Integration by Bingrong Shang, Ning Lin, Venkata Dinavahi

“…Since the sequential data processing manner of the central processing unit (CPU) is prone to an extremely long simulation following an increase of component quantity with even one order of magnitude, the massively concurrent threading of the GPU is exploited. …”
Get full text

Psychological adaptation of a person experiencing loneliness to the conditions of studying at a university by Zinaida I. Berezina, Irina N. Ulybysheva

“…Rogovoy, methods of mathematical data processing Correlation criterion r-Spearman. As a result of the study, data were obtained indicating that there is a statistically proven relationship between the loneliness experienced by a person and the characteristics of adaptation to the study conditions at a university. …”
Get full text

Digitalized Optical Sensor Network for Intelligent Facility Monitoring by Esther Renner, Lisa-Sophie Haerteis, Joachim Kaiser, Michael Villnow, Markus Richter, Torsten Thiel, Andreas Pohlkötter, Bernhard Schmauss

“…Temperature measurements of a packaged FBG sensor fiber were performed with a portable demonstrator, illustrating the system’s robustness and the comprehensive data processing stream from sensor value formation to the cloud. …”
Get full text

Longitudinal trends of high school physics students’ perceptions of experience, difficulty, and development in a long-term inquiry framework by Michal Sigron, Dorothy Langley, Stanisław Dylak, Edit Yerushalmi

“…The research focused on a set of 15 inquiry components, some directly related to experimental practices such as formulating inquiry questions, preparing and performing experiments, data processing using technological tools, others related to the scientific culture of presenting oral and written inquiry reports, and finally abilities of teamwork and self-regulation. …”
Get full text