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214 articles for “data analysis”
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Unveiling Employee Attrition: Harnessing Predictive Modeling for Proactive Workforce Management
Abstract: This study aims to predict employee turnover and identify organizational factors contributing to attrition by employing predictive analytics techniques. Employee attrition, which refers to the loss of employees without immediate replacements, leads to reduced overall workforce productivity. The study evaluates different machine learning techniques, such as gradient boosting, random forest, and logistic regression, to identify employees who are most likely to leave, and uses SPSS software to ensure the reliability …
Published in International Journal of Image Processing and Pattern Recognition · Vol. 10, Issue 2, 2024 · pp. 1–10 Read article
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Software Contributions to Analytical Instruments
Abstract: Laboratory instruments used in the analysis of the sample or preparation of raw materials are crucial in research and business. Such features as accurately measured values and data coverage. The coordination between software and these instruments has changed their roles, gaining flexibility, accuracy and efficiency of work. This paper aims to outline the various roles of software in the analytical process. Instruments, describing the progress in data obtaining, analysis, and …
Published in International Journal of Analytical and Applied Chemistry · Vol. 11, Issue 1, 2025 · pp. 1–15 Read article
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AI-Driven Predictive Maintenance in Smart Homes: Enhancing Efficiency and Reliability
Abstract: The convergence of Artificial Intelligence (AI) and the Internet of Things (IoT) has transformed smart homes into intelligent, self-regulating environments. Despite these advancements, ensuring the long-term reliability and efficiency of interconnected devices remains a complex challenge due to device heterogeneity, dynamic usage patterns, and continuous data streams. This study investigates AI-driven predictive maintenance (PdM) as a proactive strategy for detecting early signs of equipment degradation in residential settings. The proposed …
Published in International Journal of Distributed Computing and Technology · Vol. 12, Issue 1, 2026 · pp. 1–6 Read article
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Mathematical and statistical analysis of operational data from transportation systems that impact the final result of greenhouse gas emissions and other atmospheric pollutants
Abstract: Abstract The main objective of this study is to identify which mathematical and statistical models are used to forecast greenhouse gas emissions and other atmospheric pollutants from transportation systems. The research demonstrates how mathematical and statistical tools are used to identify and anticipate future scenarios from an environmental perspective, thus contributing to better solutions for mitigating increased emissions. The research concludes that mathematical and statistical models can more accurately anticipate …
Published in International Journal of Transportation Engineering and Traffic System · Vol. 11, Issue 2, 2025 · pp. 14–18 Read article
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Evaluating the Efficacy of a Planned Teaching Program on Enhancing Knowledge about the Adverse Effects of Alcoholism among Adolescents (13–19 years) in a Senior Secondary School in Bhiwani: A Quasi-Experimental Research Study
Abstract: Background: Health is a precious gift bestowed upon us by God, and it is our responsibility to safeguard it for a wholesome life. Personal choices and behaviors play a pivotal role in determining one’s health, emphasizing that well-being is often a result of controllable individual actions rather than mere chance. The term ‘alcohol’ carries varied meanings within our society and has been in common use since ancient times. The European …
Published in International Journal of Pediatric Nursing · Vol. 10, Issue 1, 2024 · pp. 13–19 Read article
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Revolutionizing E-Voting with Blockchain: A Secure and Transparent Framework
Abstract: One of the biggest challenges facing contemporary democracies is guaranteeing the safety and openness of electoral procedures. Issues like voter fraud, tampering, and lack of transparency are common in traditional voting systems, whether they are electronic or paper-based, and they can erode public confidence. Blockchain technology, which provides a decentralized, transparent, and unchangeable electronic voting mechanism, has emerged as a viable remedy for these issues. This paper explores the implementation …
Published in International Journal of Embedded Systems and Emerging Technologies · Vol. 11, Issue 1, 2025 · pp. 23–36 Read article
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Confronting the Barriers: A Holistic Analysis of Challenges in Postmortem Brain Data Decoding
Abstract: The human brain, a complex organ, has the potential to store vast amounts of information, including knowledge, experiences, and memories. However, retrieving this data after death has been a subject of scientific investigation due to its intricate neuronal pathways and connections. This study examines the current methods used for recovering postmortem brain data, highlighting their advantages, disadvantages, and potential future advancements. It also discusses the ethical issues surrounding the extraction …
Published in International Journal of Microwave Engineering and Technology · Vol. 10, Issue 1, 2024 · pp. 24–32 Read article
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IoT-Driven Crane Management: Enhancing Efficiency Through Broadband Connectivity
Abstract: To address the challenges of scrap management and detect discrepancies in scrap loading and unloading, the system should include the following features: Operator Login: Implement a secure login system for operators to monitor individual performance and activity. Dashboard: Provide a dashboard for real-time monitoring of both operator performance and overall process efficiency. Data Collection: Gather data using existing weight sensors and the installed module. Separate Console and Server: Set up …
Published in International Journal of Broadband Cellular Communication · Vol. 10, Issue 2, 2024 · pp. 1–7 Read article
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Evaluation of the Effectiveness of a Structured Teaching Program on Mothers’ Knowledge Regarding the Prevention of Dengue Fever in Children: A Study in Pediatric Medical Wards at Shridevi Institute of Medical Sciences and Research Hospital
Abstract: Background and objectives: Dengue, commonly referred to as break-bone fever, is a viral infection spread to humans by mosquitoes, especially in tropical and subtropical areas. Although many people infected with dengue may show no symptoms, those who do typically exhibit symptoms such as high fever, headaches, body aches, nausea, and a rash. In most cases, individuals recover within 1–2 weeks. However, severe cases may necessitate hospital care. Home treatment is …
Published in International Journal of Pediatric Nursing · Vol. 10, Issue 1, 2024 · pp. 54–63 Read article
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A Study to assess the effectiveness of structured teaching programme regarding psychotropic drugs and its nursing management among staff nurses at tertiary care teaching hospitals, kuppam, AP.
Abstract: Background of the study: Nurses have a crucial role in managing psychiatric patients, which includes administering drugs, handling psychotropic medications, and educating family members. They require substantial knowledge and skills to effectively fulfill these responsibilities. Nurses also hold a central role in providing medication education to patients and their families. Aim: A study was conducted to evaluate the impact of a structured teaching program on the management of psychotropic drugs …
Published in International Journal of Neurological Nursing · Vol. 10, Issue 2, 2024 · pp. 20–26 Read article
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Liberty Food Processing & Refrigeration Facility at Robeson County, NC – A Development for the Lumbee Tribe
Abstract: This report examines the viability, financial forecasting, and execution plan for the Liberty Food Processing and Refrigeration Facility Project at Robeson County, NC for the Lumbee Tribe, and other local groups. The aim is to assist local farmers by enhancing the appeal of their produce through effective packaging. Additionally, the project seeks to promote Lumbee Tribe cuisine by marketing freshly prepared meals and sharing traditional recipes, thereby highlighting the local …
Published in International Journal of Architecture and Infrastructure Planning · Vol. 10, Issue 2, 2024 · pp. 1–24 Read article
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Evaluating the Impact of Intelligent Traffic Management Systems on Urban Congestion and Emission Levels
Abstract: AbstractUrban congestion and vehicle emissions represent critical challenges in densely populated citiesworldwide, posing risks to both travel efficiency and environmental health. As urbanizationintensifies, traditional traffic management approaches often fall short of alleviating congestion,resulting in longer commute times, increased fuel consumption, and higher pollutant emissions. Thisstudy evaluates the effectiveness of Intelligent Traffic Management Systems (ITMS), an advancedapproach leveraging adaptive traffic control technologies, in reducing both congestion and emissions.Through a combination of …
Published in International Journal of Transportation Engineering and Traffic System · Vol. 10, Issue 2, 2024 · pp. 15–19 Read article
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Predicting User Engagement on Social Media: A Comparative Study of Machine Learning-based Modeling Approaches
Abstract: Abstract Even while mobile social apps are becoming more and more important in people's daily lives, little is known about the elements that motivate users to interact with these apps. The goal of this work is to analyze and define the transition patterns of individual users' in-app actions as a temporally changing action graph. According to our investigation, action graphs are a useful tool for characterizing user behaviour patterns and …
Published in International Journal of Computer Aided Manufacturing · Vol. 11, Issue 2, 2025 · pp. 41–62 Read article
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Pelvic Floor “ Drop ” Proprioceptive Neuromuscular Facilitation Exercise And Benson’s Relaxation Technique For Post Caesarean Pain And Stress Relief : A Case Study
Abstract: Background : Caesarean delivery can lead to complications such as post-surgical pain, infection, pelvic muscle weakness, and maternal stress. Peripheral neuromuscular facilitation (PNF) exercises help improve muscle coordination, enhance strength, and relieve pain. Benson's relaxation therapy, a form of meditation or breathing exercise, is effective in alleviating post-Caesarean pain and mental stress. Aim : The aim of this study is to evaluate the effectiveness of the Pelvic Floor “Drop” exercise …
Published in International Journal of Obstetrics, Perinatal and Neonatal Nursing · Vol. 11, Issue 1, 2025 · pp. 20–28 Read article
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Evaluation of Machine Learning and Deep Learning Models for Classification Tasks on Crime Data: A Comparative Study
Abstract: The classification of crime data has grown more and more important for public safety and law enforcement due to the increasing demand for precise and effective predictive models. To classify crime data, this study assesses and contrasts the effectiveness of several machine learning (ML) and deep learning (DL) models, such as decision trees, support vector machines, neural networks, and convolutional neural networks. The study evaluates the models' accuracy, efficiency, and …
Published in International Journal of Digital Communication and Analog Signals · Vol. 11, Issue 1, 2025 · pp. 1–15 Read article
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A Study to Assess the Knowledge on Temporary Contraceptive Methods Among Primi Mothers at a Tertiary Care Rural Teaching Hospital, Kuppam, Andhra Pradesh.
Abstract: Knowledge of contraceptive measures plays a vital role in preventing sexually transmitted infections and promoting effective family planning, especially in developing countries like India. This study aimed to assess the knowledge of temporary contraceptive methods among primi mothers attending a tertiary care rural teaching hospital in Kuppam, Andhra Pradesh. A qualitative research approach was adopted, and a total of 60 primi mothers were selected based on power analysis. Data were …
Published in International Journal of Obstetrics, Perinatal and Neonatal Nursing · Vol. 11, Issue 2, 2025 · pp. 15–20 Read article
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A Cross-sectional Study to Assess the Associated Factors on Bottle-feeding among Mothers of Infants in Selected Rural Slum Area of District Rohtak
Abstract: Introduction: WHO developed recommendations for exclusive breastfeeding up to 6 months, safe complementary foods after that, and avoidance of bottle-feeding. The prevalence of bottle-feeding varies among different nations. There is a lack of data from India regarding the diverse factors contributing to the practice of bottle-feeding. Various reasons for bottle-feeding mentioned by mothers were illness, breast problems, and the perception of insufficient milk. Whatever be the reason for the selection …
Published in International Journal of Pediatric Nursing · Vol. 10, Issue 1, 2024 · pp. 1–12 Read article
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AI-Based Fraud Detection in Financial Transactions
Abstract: Financial fraud continues to pose a severe danger to individuals, businesses, and the global economy, necessitating the development of effective and innovative detection and prevention approaches. This research study examines the use of artificial intelligence (AI) techniques to detect fraudulent conduct in financial transactions. This paper investigates the advancements, challenges, and courses of AI-based fraud detection in financial transactions through a thorough examination of the research, case studies, and practical …
Published in International Journal of Embedded Systems and Emerging Technologies · Vol. 10, Issue 1, 2024 · pp. 1–9 Read article
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Role of Cloud Computing in Chemistry
Abstract: Cloud computing has emerged as a transformative technology in the field of chemistry, offering unprecedented computational power, data storage, collaborative capabilities, and enhancing the performance of spectroscopic techniques. The integration of cloud-based platforms in chemical research facilitates complex molecular simulations, big data analysis, and real-time collaboration among researchers worldwide. By leveraging cloud infrastructure, chemists can perform high-throughput virtual screenings, predict molecular behaviors, and model chemical reactions with greater efficiency and …
Published in International Journal of Chemical Engineering and Processing · Vol. 10, Issue 2, 2024 · pp. 1–15 Read article
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An Exploratory Analysis of Hypertension Awareness Among Patients with High Blood Pressure
Abstract: Introduction: Hypertension stands as a persistent health issue, significantly contributing to the development of coronary heart disease, stroke, and various other vascular conditions. As the most prevalent cardiovascular disorder, it represents a significant public health dilemma. According to the World Health Organization, hypertension is a leading cause of death, responsible for 20.5% of total global mortality. Hypertension is termed the "silent killer," as hypertension is often asymptomatic. It is the …
Published in International Journal of Cardiovascular Nursing · Vol. 10, Issue 1, 2024 · pp. 10–19 Read article