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                <text>An Early-Stage Diabetes Symptoms Detection Prototype using Ensemble Learning</text>
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                <text>Diabetes; Ensemble Learning; Healthcare; Machine Learning; Smart App</text>
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                <text>Diabetes is one of the most increasing health issues that the whole world is facing. Recent research has shown that diabetes is spreading quickly in India. Having more than 77 million sufferers, India is actually regarded as the diabetes capital of the world. The lifestyle and eating patterns of people who move from rural to urban settings alter, which raises the prevalence of diabetes. Diabetes has been linked to consequences like vision loss, renal failure, nerve damage, cardiovascular disease, foot ulcers, and digestive issues. Diabetes can harm the blood arteries and neurons in a variety of organs. FPG (Flaccid Plasma Glucose) is a popular test that is done to find out whether a person is a diabetic patient or not. However, not all people consistently take medication and neither monitor their blood sugar levels on a regular basis. Early detection of this disease is also an important thing that people usually don't do. Technology these days has emerged a lot in the healthcare zone. Many prototypes have already been made for the detection of diabetes. The prototype discussed in this paper is an ensemble learning approach for the detection of diabetes in a very early stage. Ensemble learning which includes the use of multiple model prediction has been used to make the outcome stronger and more trustworthy. The overall accuracy achieved by the model is 96.54%. XGBoost also records the minimal execution time of 2.77 seconds only.   2023 IEEE.</text>
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                <text>Nandi A.; Pal S.; Mishra A.; Sharma V.; Mishra S.; Alkhayyat A.</text>
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                <text>Proceedings of International Conference on Contemporary Computing and Informatics, IC3I 2023, pp. 507-512.</text>
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                <text>Institute of Electrical and Electronics Engineers Inc.</text>
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                <text>&lt;a href="https://doi.org/10.1109/IC3I59117.2023.10397726" target="_blank" rel="noreferrer noopener"&gt;https://doi.org/10.1109/IC3I59117.2023.10397726&lt;/a&gt;
&lt;br /&gt;&lt;br /&gt;&lt;a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85187308590&amp;amp;doi=10.1109%2FIC3I59117.2023.10397726&amp;amp;partnerID=40&amp;amp;md5=5a1114abccb6de562167fe638604c5c3" target="_blank" rel="noreferrer noopener"&gt;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85187308590&amp;amp;doi=10.1109%2fIC3I59117.2023.10397726&amp;amp;partnerID=40&amp;amp;md5=5a1114abccb6de562167fe638604c5c3&lt;/a&gt;</text>
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                <text>ISBN: 979-835030448-0</text>
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                <text>Nandi A., Kalinga Institute of Industrial Technology, Deemed to Be University, Bhubaneswar, India; Pal S., Kalinga Institute of Industrial Technology, Deemed to Be University, Bhubaneswar, India; Mishra A., Kalinga Institute of Industrial Technology, Deemed to Be University, Bhubaneswar, India; Sharma V., CHRIST (Deemed to Be University), Computer Science Department, Delhi NCR, India; Mishra S., Kalinga Institute of Industrial Technology, Deemed to Be University, Bhubaneswar, India; Alkhayyat A., College of Technical Engineering, The Islamic University, Najaf, Iraq</text>
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                <text>Dolastatins and their analogues present a compelling landscape of potential natural and synthetic anticancer drug candidates</text>
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                <text>Anticancer activity; Apoptosis; Cytotoxicity; Dolastatins; Marine-derived compounds; Molecular mechanisms; Signaling pathways; Synthetic analogues</text>
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                <text>Human cancer remains a leading cause of global mortality. Traditional treatment methods, while effective are often associated with substantial side effects, high technical requirements, and considerable expenses. Recently, anticancer peptides, such as dolastatin-type peptides naturally found in marine mollusc Dolabella auricularia, have gained attention due to their enhanced characteristics and specific targeting of cancer cells with minimal toxicity to normal cells. This review aims to provide a comprehensive summary of the anticancer activities of natural dolastatins and synthetic analogues over the past 35 years, focusing on their utilization in advancing cancer treatment strategies. This updated review encompasses a detailed analysis of numerous studies demonstrating the cytotoxic effects of dolastatins and their synthetic analogues on various human tumour cell lines. The analysis includes investigations into their ability to activate apoptosis pathways, inhibit cell cycle progression, and indirectly limit inflammation and angiogenesis in tumours. Both natural dolastatins and synthetic analogues have demonstrated significant anticancer properties through a variety of mechanisms in vitro and in vivo pharmacological studies. Some have even advanced to clinical trials, either alone or in combination with other agents, and have shown promising outcomes. The biological activities of dolastatins and their synthetic analogues offer a promising path in the development of more effective and sustainable anticancer drugs. Their specific action on cancer cells and relative non-toxicity to normal cells highlight their potential as superior cancer therapeutic agents. The current study provides a platform for the most recent preclinical and clinical research on dolastatins and their analogues. Further research into these marine peptides may contribute to the development of sustainable and efficient treatment models for cancer, filling a significant gap in the current cancer therapeutic portfolio. 2023 The Authors</text>
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                <text>Nandi S.; Khatua S.; Nag A.; Sen S.; Chakraborty N.; Naskar A.; Acharya K.; Mekky R.H.; Contreras M.D.M.; Calina D.; Dini I.; Sharifi-Rad J.</text>
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            <description>A related resource from which the described resource is derived</description>
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              <elementText elementTextId="194402">
                <text>Current Research in Biotechnology, Vol-7</text>
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            <description>An entity responsible for making the resource available</description>
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              <elementText elementTextId="194403">
                <text>Elsevier B.V.</text>
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                <text>2024-01-01</text>
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                <text>&lt;a href="https://doi.org/10.1016/j.crbiot.2023.100167" target="_blank" rel="noreferrer noopener"&gt;https://doi.org/10.1016/j.crbiot.2023.100167&lt;/a&gt; &lt;br /&gt;&lt;br /&gt;&lt;a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85183770221&amp;amp;doi=10.1016%2Fj.crbiot.2023.100167&amp;amp;partnerID=40&amp;amp;md5=a0cb74f5c0920c7b082dd880d1888232" target="_blank" rel="noreferrer noopener"&gt;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85183770221&amp;amp;doi=10.1016%2fj.crbiot.2023.100167&amp;amp;partnerID=40&amp;amp;md5=a0cb74f5c0920c7b082dd880d1888232&lt;/a&gt;</text>
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              <elementText elementTextId="194406">
                <text>All Open Access; Gold Open Access</text>
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                <text>ISSN: 25902628|LS;  2023-2024;  Vol-1;  0063-0114</text>
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                <text>Online</text>
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              <elementText elementTextId="194409">
                <text>English</text>
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              <elementText elementTextId="194411">
                <text>Nandi S., Molecular and Applied Mycology and Plant Pathology Laboratory, Department of Botany, University of Calcutta, 35, Ballygung Circular Road, Kolkata, India; Khatua S., Department of Botany, Faculty of Science, University of Allahabad, Uttar Pradesh, Prayagraj, 211002, India; Nag A., Department of Life Sciences, CHRIST (Deemed to be University), Bangalore Central Campus, Karnataka, Bangalore, India; Sen S., Department of Botany, Fakir Chand College, Diamond Harbour, South 24-Parganas, Kolkata, India; Chakraborty N., Department of Botany, Scottish Church College, Kolkata, India; Naskar A., Molecular and Applied Mycology and Plant Pathology Laboratory, Department of Botany, University of Calcutta, 35, Ballygung Circular Road, Kolkata, India; Acharya K., Molecular and Applied Mycology and Plant Pathology Laboratory, Department of Botany, University of Calcutta, 35, Ballygung Circular Road, Kolkata, India; Mekky R.H., Department of Pharmacognosy, Faculty of Pharmacy, Egyptian Russian University, Badr City, Cairo-Suez Road, Cairo, 11829, Egypt; Contreras M.D.M., Department of Chemical, Environmental and Materials Engineering, Universidad de Ja, Campus Las Lagunillas, s/n, 23071 Ja, Spain; Calina D., Department of Clinical Pharmacy, University of Medicine and Pharmacy of Craiova, Craiova, 200349, Romania; Dini I., Department of Pharmacy, University of Naples Federico II, Via Domenico Montesano 49, Napoli, 80131, Italy; Sharifi-Rad J., Facultad de Medicina, Universidad del Azuay, Cuenca, Ecuador</text>
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          <element elementId="50">
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                <text>Anticancer activity and other biomedical properties of ?-sitosterol: Bridging phytochemistry and current pharmacological evidence for future translational approaches</text>
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              <elementText elementTextId="193814">
                <text>anticancer activity; biomedical properties; pharmacology; phytochemistry; translational research; ?-sitosterol</text>
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                <text>Sterols, including ?-sitosterol, are essential components of cellular membranes in both plant and animal cells. Despite being a major phytosterol in various plant materials, comprehensive scientific knowledge regarding the properties of ?-sitosterol and its potential applications is essential for scholarly pursuits and utilization purposes. ?-sitosterol shares similar chemical characteristics with cholesterol and exhibits several pharmacological activities without major toxicity. This study aims to bridge the gap between phytochemistry and current pharmacological evidence of ?-sitosterol, focusing on its anticancer activity and other biomedical properties. The goal is to provide a comprehensive understanding of ?-sitosterol's potential for future translational approaches. A thorough examination of the literature was conducted to gather relevant information on the biological properties of ?-sitosterol, particularly its anticancer therapeutic potential. Various databases were searched, including PubMed/MedLine, Scopus, Google Scholar, and Web of Science using appropriate keywords. Studies investigating the effects of ?-sitosterol on different types of cancer were analyzed, focusing on mechanisms of action, pharmacological screening, and chemosensitizing properties. Modern pharmacological screening studies have revealed the potential anticancer therapeutic properties of ?-sitosterol against various types of cancer, including leukemia, lung, stomach, breast, colon, ovarian, and prostate cancer. ?-sitosterol has demonstrated chemosensitizing effects on cancer cells, interfering with multiple cell signaling pathways involved in proliferation, cell cycle arrest, apoptosis, survival, metastasis invasion, angiogenesis, and inflammation. Structural derivatives of ?-sitosterol have also shown anti-cancer effects. However, research in the field of drug delivery and the detailed mode of action of ?-sitosterol-mediated anticancer activities remains limited. ?-sitosterol, as a non-toxic compound with significant pharmacological potential, exhibits promising anticancer effects against various cancer types. Despite being relatively less potent than conventional cancer chemotherapeutics, ?-sitosterol holds potential as a safe and effective nutraceutical against cancer. Further comprehensive studies are recommended to explore the biological properties of ?-sitosterol, including its mode of action, and develop novel formulations for its potential use in cancer treatment. This review provides a foundation for future investigations and highlights the need for further research on ?-sitosterol as a potent superfood in combating cancer.  2023 John Wiley &amp;amp; Sons Ltd.</text>
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              <elementText elementTextId="193816">
                <text>Nandi S.; Nag A.; Khatua S.; Sen S.; Chakraborty N.; Naskar A.; Acharya K.; Calina D.; Sharifi-Rad J.</text>
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                <text>Phytotherapy Research, Vol-38, No. 2, pp. 592-619.</text>
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              <elementText elementTextId="193818">
                <text>John Wiley and Sons Ltd</text>
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                <text>2024-01-01</text>
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                <text>&lt;a href="https://doi.org/10.1002/ptr.8061" target="_blank" rel="noreferrer noopener"&gt;https://doi.org/10.1002/ptr.8061&lt;/a&gt;
&lt;br /&gt;&lt;br /&gt;&lt;a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85176134576&amp;amp;doi=10.1002%2Fptr.8061&amp;amp;partnerID=40&amp;amp;md5=ef8e53b239347dbcee615dfa8a63f881" target="_blank" rel="noreferrer noopener"&gt;https://www.scopus.com/inward/record.uri?eid=2-s2.0-85176134576&amp;amp;doi=10.1002%2fptr.8061&amp;amp;partnerID=40&amp;amp;md5=ef8e53b239347dbcee615dfa8a63f881&lt;/a&gt;</text>
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                <text>Restricted Access</text>
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                <text>ISSN: 0951418X; PubMed ID: 37929761; CODEN: PHYRE</text>
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                <text>Online</text>
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            <description>A language of the resource</description>
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              <elementText elementTextId="193824">
                <text>English</text>
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                <text>Nandi S., University of Calcutta, Kolkata, India; Paul A.M., Christ (Deemed to be University), Bangalore, Karnataka, India; Nag A., Christ (Deemed to be University), Bangalore, Karnataka, India; Acharya K., University of Calcutta, Kolkata, India</text>
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                <text>anticancer mechanisms; apoptosis; glycoalkaloids; Solanaceae; ?-Solanine</text>
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                <text>Cancer remains a critical global health challenge, with limited progress in reducing mortality despite advancements in diagnosis and treatment. The growing resistance of tumors to existing chemotherapy exacerbates this burden. In response, the search for new anticancer compounds from plants has intensified, given their historical success in yielding effective treatments. This review focuses on ?-solanine, a glycoalkaloid primarily derived from potato tubers and nightshade family plants, recognized for its diverse biological activities, including anti-allergic, antipyretic, anti-inflammatory, anti-diabetic, and antibiotic properties. Recently, ?-solanine has gained attention as a potential anticancer agent. Utilizing resources like PubMed/MedLine, ScienceDirect, Web of Science, Scopus, the American Chemical Society, Google Scholar, Springer Link, Wiley, and various commercial websites, this review consolidates two decades of research on ?-solanine's anticancer effects and mechanisms against nine different cancers, highlighting its role in modulating various signaling pathways. It also discusses ?-solanine's potential as a lead compound in cancer therapy. The abundant availability of potato peel, often discarded as waste or sold cheaply, is suggested as a sustainable source for large-scale ?-solanine extraction. The study concludes that ?-solanine holds promise as a standalone or adjunctive cancer treatment. However, further research is necessary to optimize this lead compound and mitigate its toxicity through various strategies.  2024 The Authors. Food Science &amp;amp; Nutrition published by Wiley Periodicals LLC.</text>
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                <text>Nandi S.; Sikder R.; Nag A.; Khatua S.; Sen S.; Chakraborty N.; Naskar A.; Zhakipbekov K.; Acharya K.; Habtemariam S.; ArslanAte??ahin D.; Goloshvili T.; AhmedAldahish A.; Sharifi-Rad J.; Calina D.</text>
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                <text>Food Science and Nutrition, Vol-12, No. 10, pp. 7088-7107.</text>
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                <text>John Wiley and Sons Inc</text>
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                <text>&lt;a href="https://doi.org/10.1002/fsn3.4221" target="_blank" rel="noreferrer noopener"&gt;https://doi.org/10.1002/fsn3.4221&lt;/a&gt;
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              <elementText elementTextId="193083">
                <text>All Open Access; Green Open Access; Hybrid Gold Open Access</text>
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                <text>ISSN: 20487177</text>
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                <text>Nandi S., Molecular and Applied Mycology and Plant Pathology Laboratory, Department of Botany, University of Calcutta, Kolkata, India; Sikder R., Molecular and Applied Mycology and Plant Pathology Laboratory, Department of Botany, University of Calcutta, Kolkata, India; Nag A., Department of Life Sciences, CHRIST (Deemed to be University), Karnataka, Bangalore, India; Khatua S., Department of Botany, Faculty of Science, University of Allahabad, Uttar Pradesh, Prayagraj, India; Sen S., Department of Botany, Fakir Chand College, Kolkata, India; Chakraborty N., Department of Botany, Scottish Church College, Kolkata, India; Naskar A., Molecular and Applied Mycology and Plant Pathology Laboratory, Department of Botany, University of Calcutta, Kolkata, India; Zhakipbekov K., Department of Organization and Management and Economics of Pharmacy and Clinical Pharmacy, Asfendiyarov Kazakh National Medical University, Almaty, Kazakhstan; Acharya K., Molecular and Applied Mycology and Plant Pathology Laboratory, Department of Botany, University of Calcutta, Kolkata, India; Habtemariam S., Pharmacognosy Research &amp;amp; Herbal Analysis Services UK, Kent, United Kingdom; ArslanAte??ahin D., Department of Plant and Animal Production, Baskil Vocational School, F?rat University, Elaz?g, Turkey; Goloshvili T., Department of Plant Physiology and Genetic Resources, Institute of Botany, Ilia State University, Tbilisi, Georgia; AhmedAldahish A., Department of Pharmacology, College of Pharmacy, King Khalid University, Abha, Saudi Arabia; Sharifi-Rad J., Department of Biomedical Sciences, College of Medicine, Korea University, Seoul, South Korea; Calina D., Department of Clinical Pharmacy, University of Medicine and Pharmacy of Craiova, Craiova, Romania</text>
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                <text>To study the factors of consumer involvement in fashion clothing /</text>
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                <text>International Journal Of Science And Research, Vol.3, Issue 7, pp.542-546, ISSN No: 2319-7064.</text>
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                <text>Nandini R and Dr. S Jeevanda</text>
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                <text>&lt;a href="https://www.ijsr.net/archive/v3i7/MDIwMTQ2Njg=.pdf" target="_blank" title="To study the factors of consumer involvement in fashion clothing" rel="noreferrer noopener"&gt;https://www.ijsr.net/archive/v3i7/MDIwMTQ2Njg=.pdf&lt;/a&gt;</text>
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                <text>Finding balance in a digital world: Equanimity as a predictor of nomophobia</text>
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          <element elementId="49">
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            <description>The topic of the resource</description>
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                <text>emerging adults; Equanimity; India; nomophobia; smartphone usage</text>
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                <text>The present study examined the relationship between equanimity and nomophobia. The study also examined the differences in experience of nomophobia considering gender, education and employment status. The sample included 216 emerging adults (M = 64, F = 152) from across India. The Equanimity Scale 16 and the Nomophobia Questionnaire were used to measure equanimity and nomophobia, respectively. Mann-Whitney-U test and Rank-Biserial coefficient indicated that gender differences significantly affected the losing connectedness factor of nomophobia. Correlation analysis showed that equanimity had a significant negative relationship with nomophobia and its factors- not being able to access information, giving up convenience and losing connectedness. Regression analysis showed equanimity as a significant predictor of nomophobia. The studys findings hold potential implications for equanimity-based interventions for nomophobia and individual well-being, technological design improvements in the digital age and unfolds areas for future research.  2024 Taylor &amp;amp; Francis Group, LLC.</text>
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                <text>Nandita K.B.; Rajan S.K.</text>
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                <text>Journal of Human Behavior in the Social Environment</text>
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                <text>Nanjundan P., Christ University, Data Science, Lavasa, Pune, India; George J.P., Christ University, Data Science, Lavasa, Pune, India; Chandrasekaran S., Anna University, Computer Science, Chennai, India; Vij A., Elastic Run, Data Science, Pune, India</text>
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                <text>Nanjundan P., Department of Data Science, Christ University, Lavasa, Pune, Maharashtra, India; George J.P., Department of Data Science, Christ University, Lavasa, Pune, Maharashtra, India; Karpagam C., Department of Computer Science with Data Analytics, Dr. N.G.P. Arts and Science College, Tamil Nadu, India</text>
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                <text>Gradient boosting; Indian rivers; Monitoring expert system; Regression Analysis Supervised machine learning; Water quality index</text>
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                <text>Water contributes to around 70% of the world's exterior and is perhaps the primary source essential to supporting life. The rapid growth of urban and industrial geographies has prompted a disintegration of the quality of water at a concerning pace, bringing about nerve-racking sicknesses. Water quality has been expectedly assessed through costly and tedious lab and measurable examinations, which render the contemporary thought of continuous observing disputable. The disturbing results of helpless water quality require an elective strategy, which is speedier and more economical. With this inspiration, this exploration investigates a progression of administered AI calculations to appraise the Water Quality Index (WQI), which acts as a unique attribute to express the generic nature of water. The proposed system utilizes multiple info boundaries, specifically, temperature, pH, dissolved O2 concentration, and all-out broken down molecules. Of the multitude of utilized regression calculations and slope boosting, the water quality index can be expected most productively, with an MSE of 0.27. The propositioned study accomplishes acceptable precision by utilizing a minimum number of features to improve the chances of it getting implemented progressively in water quality recognition frameworks.   2022 IEEE.</text>
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