Continuous High-Precision Positioning in Smartphones by FGO-Based Fusion of GNSS–PPK and PDR by Amjad Hussain Magsi, Luis Enrique Díez, Stefan Knauth

“…However, integration with PDR has been limited and only with Kalman Filter (KF) and its variants being the main fusion techniques. Recently, Factor Graph Optimization (FGO) has started to be used as a fusion technique due to its superior accuracy. …”
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Management of experimental workflows in robotic cultivation platforms by Lucas Kaspersetz, Britta Englert, Fabian Krah, Ernesto C. Martinez, Peter Neubauer, M. Nicolas Cruz Bournazou

“…We implement a Workflow Management System, using Directed Acyclic Graphs, based on the open-source platform Apache Airflow to increase traceability and the automated execution of experiments. …”
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A Trust Based Anomaly Detection Scheme Using a Hybrid Deep Learning Model for IoT Routing Attacks Mitigation by Khatereh Ahmadi, Reza Javidan

“…Internet of Things (IoT), as a remarkable paradigm, establishes a wide range of applications in various industries like healthcare, smart homes, smart cities, agriculture, transportation, and military domains. …”
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Impact of Chemical Reactions and Convective Conditions on Peristaltic Mechanism of Ree-Eyring Fluid in a Porous Medium–A Mathematical Model by Prathiksha Sanil, Rajashekhar Choudhari, Manjunatha Gudekote, Hanumesh Vaidya, Kerehalli Vinayaka Prasad

“…Parametric analysis is implemented, and these variations are visually depicted through graphs generated by the MATLAB R2023a software. …”
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A Neural-Symbolic Approach to Extract Trust Patterns in IoT Scenarios by Fabrizio Messina, Domenico Rosaci, Giuseppe M. L. Sarnè

“…To overcome these limitations, we already proposed a novel trust model where the trust perceived by one object with respect to another is represented by a directed, weighted graph. …”
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Fog Service Placement Optimization: A Survey of State-of-the-Art Strategies and Techniques by Hemant Kumar Apat, Veena Goswami, Bibhudatta Sahoo, Rabindra K. Barik, Manob Jyoti Saikia

“…To solve this problem, various authors proposed different algorithms like the randomized algorithm, heuristic algorithm, meta heuristic algorithm, machine learning algorithm, and graph-based algorithm for finding the optimal placement. …”
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CGNLib: A Python library for Girvan–Newman community detection with customizable node-based centrality metrics by T. Punnapathiran, C. Angsuchotmetee, P. Kaewkarndee, K. Lavangnananda

“…CGNLib is a Python library designed to enhance the performance of community detection in networks using the Girvan–Newman algorithm. …”
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Validation Indicator Identification and Customer Ranking in Microloans: A Study at Middle East Bank in Iran by Azadeh Ahmadi Kousha, Faegh Ahmadi, Mohammad Hossein Ranjbar, Hamidreza Kordlouie

“…In the descriptive statistics section, various personality factors including age, gender, education, occupation, current debt status within the banking system, bounced checks history, money laundering records, bank account balance, transaction history, geographic location (residence and workplace), mobile phone model and operating system, as well as credit rating obtained from Iran's credit rating consulting company, were analyzed and presented using tables and graphs. Naive Bayes, Meta, Attribute Selected Classifier, and j48 algorithms were implemented and WEKA software was used to classify criteria and create patterns. …”
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Antibiotic use for acute respiratory infections among under-5 children in Bangladesh: a population-based survey by Jeffrey Braithwaite, Mohammad Riashad Monjur, Fahmida Chowdhury, Md Zakiul Hassan, Md Abdullah Al Jubayer Biswas, Mohammad Abdullah Heel Kafi

“…Private health facilities were 50% (aOR: 0.5; 95% CI 0.3 to 0.7) less likely to be sources of antibiotics compared with public health facilities and non-governmental organisations. …”
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Transformational influence of the impact player rule on performance quality and entertainment value in the 2023 season: a comprehensive analysis of cricket by S. Sanjaykumar, M. Ezhilarasan, D. J. Asath Ali Khan, Joseph Lobo, Vlad A. Geantă, Edi Setiawan

“…Conclusion The conclusion drawn from this study is that the implementation of the impact player rule in the IPL 2023 season has led to a significant transformation in various aspects of the tournament. …”
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Evaluating the impact of machine learning models on adult major depressive disorder using conventional treatment strategies: a systematic review approach by Nishant Yadav, Anamika Gulati, Varun Gulati, Prashant Yadav

“…Multi-omics and neuroimaging-based models showed promise in precision psychiatry but were limited by small sample sizes and generalizability challenges. Advanced models like Deep Learning and Graph Neural Networks provided valuable research insights but remain distant from clinical application. …”
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Guidance and Counselling and Learners’ Discipline in Kasese District: A Case of Selected Government-Aided Secondary Schools in Bukonzo County. by Kule, Samson

“…Qualitative data was arranged thematically in line with the research Objectives and Questions whereas Quantitative data was analyzed by use of descriptive statistics like Frequency, Percentages and Mean. The final results were presented using Tables, Pie Charts and Bar Graphs. …”
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Guidance and Counselling and Learners’ Discipline in Kasese District: A Case of Selected Government-Aided Secondary Schools in Bukonzo County. by Kule, Samson

“…Qualitative data was arranged thematically in line with the research Objectives and Questions whereas Quantitative data was analyzed by use of descriptive statistics like Frequency, Percentages and Mean. The final results were presented using Tables, Pie Charts and Bar Graphs. …”
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Prevalence and risk factors of gross neurologic deficits in children after severe malaria: a systematic review protocol by Allen Eva Okullo, Chandy C. John, Richard Idro, Andrea L. Conroy, Alison Annet Kinengyere, Kevin Ouma Ojiambo, Caroline Otike, Simple Ouma, Moses Ocan, Ekwaro A. Obuku, Michael Boele van Hensbroek

“…Risk of bias will be assessed using appropriate tools including Risk Of Bias In Non-randomized Studies of Exposures (ROBINS-E) and the Cochrane Risk of Bias 2.0 (ROB2) for randomized control trials (RCTs), and where appropriate, publication bias will be assessed using a funnel plot. A random-effects meta-analysis or synthesis without meta-analysis (SWiM) will be performed as appropriate, and the results will be presented in tables and graphs. …”
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Formal modeling of a causal consistent distributed system and verification of its history via model checking using colored Petri net by Khalid Amjed Mohammed Alsaegg, Saeid Pashazadeh, Mina Zolfy Lighvan

“…Various consistency models for replicated distributed systems (DSs) have been developed and are usually implemented in the middleware layer. Causal consistency (CC) is a widely used consistency model appropriate for distributed applications like discussion groups and forums. …”
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Synergizing vision transformer with ensemble of deep learning model for accurate kidney stone detection using CT imaging by Arwa Alzughaibi, Adwan A. Alanazi, Mohammed Alshahrani, Ines Hilali Jaghdam, Abaker A. Hassaballa

“…The disease of Kidney stones is a risky disease for individuals all over the world. …”
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Comparative analysis of the Traditional, Reverse and European Centre for Disease Prevention and Control algorithms and utilization of WHO NET software for syphilis serodiagnosis in... by Abirami Lakshmy Jayachandran, Sankara Dhanapaul, Visuvasam Joshua, Balan Kandasamy

“…In traditional algorithm, the sample was first tested with RPR (non-treponemal test) and if reactive then interpreted as a case of syphilis. In reverse algorithm, a specific treponemal card test was done and if reactive a second non treponemal test like RPR was performed. …”
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Graphical representation of landscape heterogeneity identification through unsupervised acoustic analysis by Maria J. Guerrero, Camilo Sánchez‐Giraldo, César A. Uribe, Víctor M. Martínez‐Arias, Claudia Isaza

“…From a sonotype composition matrix, we use the Graphical Lasso method, a sparse Gaussian graphical model, to identify acoustic similarities across sites, map ecological complexity relationships through the nodes (sites) and edges (similarities), and transform acoustic data into a graphical representation of ecological interactions and landscape acoustic diversity. …”
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Automating sentinel-1 SLC product processing: Parallelization and optimization for efficient polarimetric parameter extraction by Hansanee Fernando, Kwabena Nketia, Thuan Ha, Sarah van Steenbergen, Heather McNairn, Steve Shirtliffe

“…The proposed workflow integrates RStudio, SNAP, and PolSARpro software libraries to implement the same processes a user can achieve via the corresponding graphic user interfaces (GUI). …”
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Infertility and Social Issue Have the Most Significant Impact on Health-Related Quality of Life Among Polycystic Ovarian Syndrome Women in South India by L. Hariprasath, D. Selvakumar, V. Dharani, K. K. Durgalakshmi, V. G. Abilash, T. S. Gopenath, S. Nishu

“…Individual women, who are infertile, experience tragic emotions, as well as those who are sad for great losses, like the death of a loved one. In this case, the woman is experiencing the loss of the ability to procreate. …”
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