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17 articles for “minority class”
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Soil Analysis Mechanisms for Smart Agriculture-A Review
Abstract: Agriculture, Horticulture, as the single biggest client of freshwater on a worldwide premise and as a significant reason for corruption of surface and groundwater assets through disintegration and synthetic overflow, has cause to be worried about the worldwide ramifications of water quality. The related agro food preparing industry is likewise a huge wellspring of natural contamination in many nations. Hydroponics is currently perceived as a significant issue in freshwater, estuarine …
Published in Recent Trends in Sensor Research & Technology · Vol. 8, Issue 3, 2021 · pp. 6–10 Read article
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A Descriptive Study to Assess the Awareness on First Aid of Fracture Among Selected Rural Public of Mysuru
Abstract: First aid refers to the prompt care given to a person who has been suddenly ill or injured until expert help is available or until the individual has recovered. Providing initial care to an individual with a minor injury is classified as first aid, wherein the application of first aid techniques suffices for treating minor burns, wounds, and insect stings. One ailment that requires emergency care is fracture, which will …
Published in International Journal of Orthopedic Nursing and Practices · Vol. 1, Issue 1, 2023 · pp. 1–5 Read article
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Eye Disease Classification Using K-means Clustering Algorithm and Ensemble Classification Approach
Abstract: In this study, we present a comprehensive approach for the classification of eye diseases, specifically targeting normal, cataract, glaucoma, and diabetic retinopathy conditions. This research uses a dataset from Kaggle, which provides a wide and varied collection of retinal images to ensure good representation. The methodology encompasses advanced image processing and machine learning techniques to ensure accurate diagnosis and prediction. The preprocessing phase involves a series of image enhancement techniques …
Published in International Journal of Bioinformatics and Computational Biology · Vol. 3, Issue 2, 2025 · pp. 15–27 Read article
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Depression Detection Using AI with Chatbot Support
Abstract: Depression is a major global health concern and a significant contributor to suicide rates worldwide. India reports a high number of suicide cases, making the early detection of mental distress and depression essential for timely intervention. This research presents an AI-based system for depression detection that integrates deep learning, natural language processing (NLP), and a chatbot for user support. The system analyzes facial expressions using convolutional neural networks (CNNs) and …
Published in Research & Reviews: A Journal of Embedded System & Applications · Vol. 14, Issue 1, 2025 · pp. 01–08 Read article
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Vyanga, Present-Day Challenge: Insights from Toxicological Standpoint
Abstract: The condition of Vyanga can have significant repercussions, as facial disfigurement not only impacts an individual's psychological and social well- being but also hampers their overall contribution to society. This can result in reduced productivity, impaired social functioning, and diminished self-esteem. In classical Ayurvedic texts, Vyanga is categorized under Kshudrarogas, representing minor disorders with straightforward causes and symptoms. However, in certain instances, these conditions can lead to noticeable cosmetic impairments, …
Published in Research and Reviews: A Journal of Toxicology · Vol. 14, Issue 1, 2024 · pp. 11–16 Read article
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An Open Labelled Parallel Arm Randomized Clinical Trial of Tuvaraka Oil Prepared By Two Different Method In The Management of Pama
Abstract: In Ayurveda, all skin diseases have classified mainly into two groups i.e., Mahakushtha (major skin diseases) and Kshudrakushtha (minor skin diseases). Tuvaraka [Hydnocarpus laurifolia (Dessnt).Sleumer] is one among the most useful drugs for the treatment of Kushtha (Various skin diseases) and Madhumeha (Diabetes Melitus). Pama is described under Kshudra Kushtha. which can be correlates with scabies. Aim: To evaluate the clinical efficacy of Tuvaraka oil prepared by modified method and …
Published in Research & Reviews : Journal of Herbal Science · Vol. 13, Issue 1, 2024 · pp. 29–36 Read article
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Enhancing Credit Card Fraud Detection Using Device Fingerprinting and Behavioral Biometrics
Abstract: Credit card fraud is a growing global concern, with financial losses projected to reach $ 43.47 billion by 2028. Credit card fraud poses a major challenge in the financial industry, resulting in substantial financial losses and security risks. This research introduces a Machine Learning-based Credit Card Fraud Detection System designed to improve the accuracy of fraud identification. Due to the imbalanced nature of fraud datasets, SMOTE (Synthetic Minority Over-sampling Technique) …
Published in Journal Of Network security · Vol. 13, Issue 2, 2025 · pp. 40–50 Read article
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Prediction of Customer Churn Using Machine Learning Classification Models
Abstract: Customer churn prediction is a critical task in both the telecommunication and medical industries, where retaining customers or patients is essential for ensuring long-term profitability and maintaining high-quality service. To address this, a range of machine learning models—including logistic regression, decision trees, random forests, gradient boosting machines, and support vector machines—were employed to accurately forecast churn behavior. Prior to model training, the dataset underwent thorough preprocessing, which included handling missing …
Published in Journal of Computer Technology & Applications · Vol. 16, Issue 2, 2025 · pp. 86–92 Read article
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Millets as a Sustainable Crop for Nutritional Security: Addressing Malnutrition Challenges
Abstract: Millets are cereal crops belonging to the Poaceae family, which is the scientific name for the grass family. They are classified into two main groups: major millets which include Sorghum, Pearl, Finger millet, and minor millets, such as Little, Foxtail, Proso, Barnyard, and Kodo millet. India is the chief producer of millets, with an annual production of more than 17 million tonnes. This accounts for 80% of Asia’s millet production …
Published in International Journal of Nutritions · Vol. 2, Issue 1, 2025 · pp. 33–46 Read article
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Stretching Boundaries: A Comprehensive Review of Ehlers-Danlos Syndrome and its Subtypes
Abstract: The Ehlers-Danlos syndromes (EDS) encompass 13 inheritable disorders affecting connective tissue. These conditions arise from genetic alterations impacting the structure of connective tissue. Every variant of Ehlers-Danlos syndrome (EDS) exhibits distinct features and has specific diagnostic criteria. While certain traits such as joint hypermobility, skin hyperextensibility, and tissue fragility are common across all types of EDS. The range of clinical presentations spans from minor skin and joint looseness to severe …
Published in International Journal of Genetic Modifications and Recombinations · Vol. 2, Issue 1, 2024 · pp. 44–57 Read article
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A Research Study and Report on Impact of Clinical Pharmacy on Vaccine Safety, Vaccine Vigilance, ADR Assesment and Reporting Among Pediatrics During Active Immunization Schedules at ESI Hospital
Abstract: Vaccine is a biological preparation that improves immunity to a given vaccine-preventable disease (VPD). A vaccine typically contains a disease-causing microorganism, or portion of it, and is often made from either live-attenuated or inactivated (killed) forms of the microbe, its toxin or one of its surface proteins. Vaccines may be monovalent or polyvalent (multivalent).. The main Aim of the study is to explore the knowledge, attitudes and concerns with respect …
Published in Research and Reviews : A Journal of Immunology · Vol. 11, Issue 2, 2021 · pp. 35–45 Read article
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Quasar: Quantum-Accelerated Sustainable Anomaly Recognition in Climate Systems
Abstract: Accurate detection of climate anomalies is vital for disaster alleviation and policy making in a sustainable manner, but customary detection methods face the challenges of computational inefficiency and physical inconsistency. In this study, we propose a novel approach called Quantum-Optimized Fuzzy Physics-Informed Neural Networks (QFuzzy-PINNs), which integrates quantum computing, fuzzy logic, and physics-informed deep learning. As a first step, we employ quantum annealing for conventional optimization to adjust multiple Gaussian …
Published in International Journal of Climate Conditions · Vol. 2, Issue 2, 2025 · pp. 18–27 Read article
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Concept of Kshudraroga in Brihattrayi and Laghuttrayi
Abstract: AbstractChanges in lifestyle like excess pollution, use of synthetic chemicals, and also improper diet due to hectic schedule have increased number of patients with diseases like Khalitya and Palitya. In today’s sophisticated society, external features like hair and skin decide the status of the person and make one more conscious about them. Nowadays, occurrence of a few Kshudrarogas is very high in the society. Their prevalence is experienced everywhere and …
Published in Journal of AYUSH: Ayurveda, Yoga, Unani, Siddha and Homeopathy · Vol. 3, Issue 1, 2014 · pp. 14–23 Read article
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EFFECT OF BEHAVIOUR CONTROL STRATEGIES ON A DISRUPTIVE ELEMENTARY SCHOOL STUDENT: A CASE STUDY
Abstract: Disruptive behaviour in elementary schools can interfere with teaching, learning, classroom management, peer relationships and the overall school environment. Students who display persistent disruptive behaviours require carefully planned interventions that address behavioural needs while maintaining their dignity and opportunities for positive participation. The present case study examined the effectiveness of selected behaviour control strategies in reducing disruptive behaviour in a ten-year-old Grade V student who demonstrated persistent difficulties across multiple …
Published in International Journal of Children · Vol. 3, Issue 2, 2026 Read article
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Petrographic and Geochemical Characteristics of Deccan Trap Basalts from Belagavi, Karnataka, India
Abstract: The Deccan Trap volcanic province represents one of the largest continental flood basalt provinces in the world and provides significant insights into magma generation and evolution processes. The present study focuses on the petrography and geochemistry of basalts from the Belagavi region, which forms part of the southern extension of the Deccan volcanic province. Petrographic analysis of thin sections reveals that the basalts are mainly composed of plagioclase feldspar and …
Published in International Journal of Minerals · Vol. 3, Issue 1, 2026 · pp. 52–61 Read article
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Ethnobotanical, Phytochemical, and Pharmacological Aspects of Piper nigrum (Filfil siyah): An Update
Abstract: Piper nigrum (Filfil siyah) is a very popular medicinal plant. It is used in Unani as well as the Ayurvedic System of medicine for several diseases due to their diverse pharmacological potentials and minor side effects. In the Unani System of Medicine, it is recommended for the treatment of Nafkh al-Mi‘da (Flatulence in the stomach), Qulanj Rihi (colic due to flatulence), Waj-ul-Meda (Gastric Pain), Kasir-e-Riyah (Carminative), Zofe-Ishtiha (Anorexia), Muharrik (Stimulant), …
Published in Journal of AYUSH: Ayurveda, Yoga, Unani, Siddha and Homeopathy · Vol. 11, Issue 3, 2022 · pp. 26–35 Read article
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Ileal Ureteral Substitution for Long Ureteric Structure/Segment Loss by Yang-Monti Technique. A Single Centre Experience
Abstract: A new technique for replacing the ureter based on the Yang-Monti principle is introduced to overcome the drawbacks of the classic ileal ureter. Between January 2007 and January 2014, ureteral replacement by ileum was indicated in nine patients, long or multiple strictures due to tuberculosis (6), retroperitoneal tumor (1) and iatriagenic ureteric injury during ureteroscopic (2). Exclusion criteria included patients with inflammatory bowel syndrome or irradiated bowel or a non-functioning …
Published in Research and Reviews: A Journal of Medicine · Vol. 5, Issue 3, 2015 · pp. 6–11 Read article