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1142 articles for “Factor Analysis”
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Stock Price Analysis and Forecasting Using Linear Regression and SVM Classifiers
Abstract: In this study, we attempt to implement a Machine Learning approach to predict stock market prices. Linear Regression is very effectively implemented in forecasting stock prices, returns, and stock modelling. This project is for common users as the prediction is done on all of the companies. We outline the design of the Linear Regression model with its salient features and customizable parameters. We select a certain group of parameters with …
Published in Journal of Artificial Intelligence Research & Advances · Vol. 10, Issue 3, 2023 · pp. 62–66 Read article
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PARAMETRIC ANALYSIS OF ENERGY SAVING IN BUILDING WALLS BY APPLYING VARIOUS INSULATION MATERIALS
Abstract: The parameters which include Present Worth Factor, the wall structure, thermal conductivity of insulation material, thickness of insulation and the heating /cooling load of building, affect the energy savings in buildings. This study focuses on parametric analysis of the energy savings for building walls by using insulations (Expended Polystyrene and Glass wool). The annual energy requirements of house have been obtained by heating Degree-Days (DD) concept. For economic analysis, the …
Published in Journal of Polymer & Composites · Vol. 11, Issue 12, 2023 · pp. 113–118 Read article
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Assessment of Scouring of Bank of River
Abstract: The thrust of water due to standing water and velocity of flow are taken. In flood cases, more depth of water and more velocity are to be taken and it is seen whether the embankment is safe or not. The maximum velocity of flow = 1.2 d taken where d is the depth of flow of water. The bearing strength of the soil of the embankment should be taken against …
Published in Journal of Water Resource Engineering and Management · Vol. 10, Issue 1, 2023 · pp. 43–50 Read article
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Key Satisfaction Determinants of Online Shopping: A Study of Indian Buyers
Abstract: Online shopping has emerged as a first choice among Indian buyers. Over the years, customers’ trust for online shopping sites has increased significantly. Due to the large number of players in e-commerce industry, the competition has become very intensive which means better, cheaper and wider choice of products for customers. On the other hand, customers have some privacy concern when they are likely to shop online. This study tries to …
Published in OmniScience: A Multi-disciplinary Journal · Vol. 8, Issue 2, 2018 · pp. 47–55 Read article
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Comparative Analysis of FMCG Products with Special Reference to HUL and ITC
Abstract: India's fourth major industry, Fast-Moving Consumer Goods (FMCG), has an influence on everyone's everyday lives. When selling quickly changing consumer goods, it can be challenging to forecast consumer behaviour. There are several reasons why this behaviour is lacking. In today's globalised environment, consumer wants change over time. For India's economy, fast-moving consumer goods (FMCG) are crucial. As a result, when it comes to FMCG products, it's vigorous to keep track …
Published in OmniScience: A Multi-disciplinary Journal · Vol. 12, Issue 2, 2022 · pp. 1–10 Read article
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BER Analysis in Optical Fiber Communication System using Different Optical Amplifiers
Abstract: AbstractThis paper describes the simulation study of losses that occurs in the optical fiber communication system with and without optical amplifiers. The analysis is done in the OPTISYSTEM 16.0 software on the basis of Q-factor, BER and eye height for different optical amplifiers which are Erbium Doped Fiber Amplifier (EDFA) and Semiconductor Optical Amplifier (SOA)Keywords: BER, eye diagram, Q-factor, eye height, SOA, EDFA, OPTISYSTEM 16.0Cite this ArticleArpitha G.A. BER Analysis …
Published in Trends in Opto-electro & Optical Communication · Vol. 9, Issue 3, 2019 · pp. 33–42 Read article
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Consumer Marital Status affecting their Online Buying Preferences
Abstract: This research work aims to study the effect of consumer’s marital status on their preferences towards online buying of goods. Research work focuses that among seven service marketing mix components (product, price, place, promotion, process, people and physical evidence) which factors are influenced by consumer’s marital status. Primary data from the respondents against twenty eight statements related to service marketing mix components have been collected and analysed against marital status …
Published in E-Commerce for Future & Trends · Vol. 5, Issue 1, 2018 · pp. 30–37 Read article
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Factors Associated with Relapse in Schizophrenia Patients Who are on Follow Up at Ayder Comprehensive Specialized Hospital and Mekelle General Hospital, Tigray, Ethiopia, 2018/19
Abstract: Schizophrenia is a chronic and disabling illness; relapse is recognized as the reemergence or the worsening of positive and/or negative psychotic symptoms, hospital admission or readmission. Factors that associated with relapse; substance use disorders, noncompliance of medicine, side effect experience of antipsychotic, poor social support, co-morbidity of other mental illness and chronic medical condition. The aim of this study was to identify factors associated with relapse in schizophrenia patients who …
Published in Research and Reviews: A Journal of Neuroscience · Vol. 10, Issue 1, 2020 · pp. 9–15 Read article
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Reliability Analysis of a Semi-gravity Retaining Wall Designed to Eurocode 7
Abstract: This research investigated the structural integrity of a semi-gravity retaining wall when subjected to potential sliding and overturning failures, while adhering to the guidelines outlined in Eurocode 7. It is widely acknowledged that the factor of safety alone is insufficient for risk assessment, and previous research has demonstrated the challenges in identifying how much safer a retaining wall becomes as the factor of safety increases. The dependability index, the element …
Published in Journal of Industrial Safety Engineering · Vol. 10, Issue 3, 2023 · pp. 35–47 Read article
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Structure–Property-Guided Polymer–Metal Hybrid Design of a Wall Plastering Spray Assembly
Abstract: Wall plastering spray equipment requires a combination of low mass, dimensional stability, abrasion resistance, chemical compatibility with cementitious mortar, and comfortable operator interaction. The original assembly was primarily developed as a metallic mechanical system; however, a polymer-focused material architecture can reduce non-load-bearing mass while retaining a safe metallic pressure path. This study, therefore, presents a structure–property-guided polymer–metal hybrid design in which the pressure housing and nozzle insert remain metallic, whereas …
Published in Journal of Polymer & Composites · Vol. 14, Issue 5, 2026 · pp. 197–211 Read article
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Feasibility Analysis of Advanced Modulation Techniques for FSO in Different Weather Conditions
Abstract: AbstractIn recent times, the ever increasing demand of higher bandwidth and more data rate had led researchers to explore new dimensions in wireless technology. One of the most promising fields is that of free-space optics (FSO). Light is used to carry information through space with the physical medium being the air. This paper investigates the effect on Q-factor and power loss for various advanced modulation schemes under different weather conditions. …
Published in Trends in Opto-electro & Optical Communication · Vol. 6, Issue 2, 2016 · pp. 1–7 Read article
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Navigating the Spectrum of Patient Care: A Comprehensive Approach
Abstract: In the ever-evolving landscape of healthcare, providing optimal patient care demands a multifaceted approach that spans across diverse dimensions. “Navigating the Spectrum of Patient Care: A Comprehensive Approach” delves into the intricacies of modern healthcare delivery, offering insights into the myriad factors that influence patient outcomes. This comprehensive analysis encompasses various aspects, including clinical expertise, technological advancements, patient engagement strategies, ethical considerations, and healthcare policy implications. By examining the intersections …
Published in Journal of Nursing Science & Practice · Vol. 15, Issue 1, 2025 · pp. 28–34 Read article
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Theoretical Analysis of Volume/Weight Fraction of a Dual-Constituent Composite
Abstract: Conventional equations used in analysis of composite materials are modelled based on volume-averaging principle. The volume-averaging equations were re-evaluated to provide an alternative weight-averaging consideration as a result of the difficulty in practical determination of volume fraction of individual constituents of composite material, especially particulate composite. The equivalent weight-averaging equation analysis showed that density plays a significant determining factor in material selection of individual constituent; and composite density evaluated using …
Published in Journal of Polymer & Composites · Vol. 5, Issue 1, 2017 · pp. 32–39 Read article
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A Study of Factors Affecting Online Shopping Behaviour
Abstract: The purpose of this study is to analyze factors affecting on online shopping behaviour. The analysis is done in terms of understanding the website features such as payment gateways, credibility, privacy and security issues, social networking integration, website design and customer friendly approach that are a necessity for the online shoppers. The research paper also reveals the factors that discourage the customers from shopping online and factors that motivate the …
Published in E-Commerce for Future & Trends · Vol. 5, Issue 1, 2018 · pp. 4–9 Read article
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Socioeconomic Inequalities in Utilisation of AYUSH Systems of Medicine in North-East India: Evidence from NSS 79th (2022–2023) Round on AYUSH
Abstract: Background: Socioeconomic inequality in healthcare Utilisation continues despite policy focus on universal health coverage and Sustainable Development Goal 3. India's traditional, complementary, and alternative medicine systems are generally termed as AYUSH. AYUSH has been consolidated into the national health policy; however, empirical findings on its distributive equity persist as limited. This study estimates and decomposes socioeconomic inequality in Utilisation of AYUSH systems of medicine among the adult age group 15 …
Published in Journal of AYUSH: Ayurveda, Yoga, Unani, Siddha and Homeopathy · Vol. 15, Issue 1, 2026 · pp. 29–42 Read article
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Seasonal changes in Abundance of Soil Litter Sap-sucking Insects (Hemiptera) and its Relationship with Edaphic Factors in a Tropical Evergreen Forest
Abstract: This study presents a review on the dynamics of seasonal variation of insects like Hemiptera in response to different edaphic factors, which include temperature, moisture, pH, organic carbon, inorganic nitrogen, phosphorus, sodium and potassium contents of an anthropogenous tropical forest, in West Bengal. The variation in abundance of Hemiptera is significant during the study period. The order showed its maximum population during summer (April) in 1st study year and in …
Published in Research and Reviews : A Journal of Life Sciences · Vol. 9, Issue 1, 2019 · pp. 1–9 Read article
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Enhancing Customer Engagement with AI-Driven Movie Recommenders: Integrating Neural Collaborative Filtering, Sentiment Analysis, and Conversational Agents
Abstract: In today’s competitive digital landscape, user engagement is a critical factor for the success of entertainment platforms, especially those offering movie recommendations. This study introduces a comprehensive AI-driven framework designed to enhance customer interaction, satisfaction, and loyalty through the intelligent integration of multiple deep learning models. The system combines three core components: Neural Collaborative Filtering (NCF) for generating personalized movie recommendations based on user behavior and preferences, Long Short-Term Memory …
Published in Journal of Artificial Intelligence Research & Advances · Vol. 12, Issue 3, 2025 · pp. 45–54 Read article
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Study on factors of Waste Minimization Strategies in Construction Projects towards achieving Sustainability
Abstract: There is a great impact on Environmental, Economic and Social Sustainability due to the waste generated from Construction Industry. Hence a study is done to identify the waste minimization strategies to minimize the construction waste and to achieve sustainability of the nation. A Questionnaire was designed from the literature review and the Questionnaire was distributed to construction professionals belonging to Indian Construction Industry. The data collected were analyzed using Statistical …
Published in Journal of Construction Engineering, Technology & Management · Vol. 8, Issue 3, 2018 · pp. 31–41 Read article
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Gingival Markers as a Tool for Predicting Orthodontic Treatment: A Systematic Review
Abstract: To assess gingival markers as a tool for predicting orthodontic treatment is the main aim of this study. There is a continuous search for methodologies to asses or diagnose the periodontal associated disease, thereby providing a quicker and scientifically proven treatment plan. Clinical evaluation and radiographic reports were the main means of detection of any pathology or disease involving periodontium and the alveolar bone around it. Over the passage of …
Published in Research and Reviews : A Journal of Life Sciences · Vol. 12, Issue 3, 2022 · pp. 41–47 Read article
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Dynamic Analysis of Reinforced Tall Structural Systems Connected in Series
Abstract: In recent years, there has been a notable surge in the development of multi-tower connected structures. This architectural phenomenon encompasses the creation of interconnected high-rise buildings that feature shared elements like podiums, sky bridges, or other forms of physical connection. These structures are designed to create a cohesive and functional complex that offers a range of amenities and promotes a sense of community. Dynamic analysis of horizontally connected reinforced concrete …
Published in Journal of Polymer & Composites · Vol. 12, Issue 2, 2024 · pp. 224–234 Read article