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297 articles for “Visual effects”
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A Comprehensive Investigation of Bagging-Based Ensemble Methods for Improving Machine Learning Model Robustness
Abstract: Machine learning models such as Decision Trees, Logistic Regression, and K-Nearest Neighbors are widely used for classification tasks due to their simplicity and interpretability. However, these models often suffer from high variance, overfitting, and poor generalization when applied to real-world datasets, particularly those that are small, noisy, or imbalanced, as commonly encountered in healthcare, finance, and cybersecurity applications. To address these limitations, this research proposes a Bagging (Bootstrap Aggregating)-based ensemble …
Published in Recent Trends in Mathematics · Vol. 3, Issue 2, 2026 · pp. 24–34 Read article
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In Silico Docking Analysis to Identify Therapeutic Benzoic Acid Derivatives for Acute Myeloid Leukaemia
Abstract: Background: The study is anchored to initiate subjugation against modern cancer therapy for Acute Myeloid Leukaemia (AML) which involves natural therapeutics as an alternative therapy that would degrade the prospect of adverse side effects along with anti-cancer properties. Objectives: Collate the various characteristics of Giltertinib with natural benzoic acid derivative phytochemicals for a disquisition regarding their similarities and differences in the context of providing adverse side effects. Methods: ADME toxicity …
Published in International Journal of Cell Biology and Cellular Functions · Vol. 1, Issue 2, 2023 · pp. 50–63 Read article
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Aerodynamic Analysis of Foliage Stimulated Airfoil Design for Enhanced Strength with Carbon Fibre-reinforced Polymer
Abstract: Ever since the beginning of aviation, there has been an unwavering desire to improve airfoil design in order to improve aircraft performance. This insatiable desire for improvement has driven innumerable aerodynamicists to create a diverse range of revolutionary airfoils. This research investigates a revolutionary method to airfoil design, inspired by the complicated structures and aerodynamic qualities of natural leaves. Using biomimicry, the project seeks to increase the performance and efficiency …
Published in Journal of Polymer & Composites · Vol. 13, Issue 2, 2025 · pp. 560–616 Read article
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Effect of Kineso Taping with Exercise versus Ultrasound with Exercise on Pain Relief in Acute Carpal Tunnel Syndrome
Abstract: Carpal tunnel syndrome is the most frequent compression neuropathy with an estimated prevalence in the general population of 3.7–5.8%. It may be up to three times more common in women than men, with the prevalence highest in the 40–55 year old age group. Global country Malaysia has higher prevalence of CTS among nurses, dentists and other occupations with more wrist flexion movement in Malaysia. Higher prevalence was shown in respondents …
Published in Research and Reviews : A Journal of Medical Science and Technology · Vol. 5, Issue 3, 2016 · pp. 27–41 Read article
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Role of Topical Onion Extract in Scar Management at Donor Site
Abstract: Scarring is commonly caused by an imbalance between collagen synthesis and degradation. One promising approach to mitigate scar formation involves the use of onion extract, known for its ability to inhibit fibroblast activity, which plays a key role in the development of scars. Despite the widespread use of onion extract in various commercial scar treatment products, the exact molecular mechanisms through which it exerts its scar-reducing effects remain unclear.This study …
Published in Research and Reviews : Journal of Surgery · Vol. 13, Issue 2, 2024 · pp. 7–11 Read article
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Effects of Exergaming on Repetitive Behaviors and Cognition Impairment of Autistic Children
Abstract: Physical exercise decreases repetitive behaviors in autistic children and improves cognitive function across the lifespan. Exergaming combines physical and mental exercise simultaneously by linking physical activity movements to visual feedback control and yield better compliance with exercise. Fifteen children with autism spectrum disorder (ASD) completed on Dance-Dance-Revolution (DDR); fifteen additional youths completed on cyber cycling. Repetitive behaviors and executive functions were measured before and after each activity. Repetitive behaviors significantly …
Published in Research and Reviews : A Journal of Medical Science and Technology · Vol. 2, Issue 3, 2013 · pp. 7–11 Read article
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Solar Tracking System and Battery Management
Abstract: This project focuses on optimizing renewable energy systems by combining a dual-axis solar tracking mechanism with a smart Battery Management System (BMS) to improve solar energy harvesting and storage. The system uses an Arduino Uno microcontroller and Light Dependent Resistors (LDRs) to track the sun's position, enabling the solar panel to adjust its orientation in real-time for optimal sunlight exposure throughout the day. At the same time, the integrated IoT-based …
Published in Journal of Alternate Energy Sources & Technologies · Vol. 17, Issue 2, 2026 · pp. 16–22 Read article
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Study of Electrochemical and Mechanical Properties of Graphene/HAp Composite Coating on Ti-13Nb-13Zr Alloy via Electrophoretic Deposition for Biomedical Application
Abstract: Titanium-13niobium-13zirconium alloy has widespread potential in biomedical applications due to its high degree of biocompatibility, favourable mechanical properties, high corrosion resistance, and high possibility of osseointegration. The surface was improved by electrophoretic deposition method using hydroxyapatite and graphene (5 g nanoHAp) (5 g nanoHAp+0.06 nanoGr) and suspended in ethanol solution at different conditions of time (1, 3, and 7 minutes) and voltage (50, 70, and 100 V). The effect of …
Published in Journal of Polymer & Composites · Vol. 11, Issue 2, 2023 · pp. 91–106 Read article
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Sign Language-enabled Offline IP-based Video Call Intercom System for the Deaf
Abstract: Individuals who are deaf or hard of hearing frequently encounter major communication challenges on digital platforms because sign language support is often insufficient. This study presents a real-time, internet-independent sign language-to-text translation system embedded in an offline IP-based video intercom, designed to facilitate seamless communication. Leveraging TensorFlow’s Convolutional Neural Network (CNN) for classification and MediaPipe for hand tracking, the system achieved a training accuracy of 94.24% and a validation accuracy …
Published in Journal of Image Processing & Pattern Recognition Progress · Vol. 12, Issue 1, 2025 · pp. 53–66 Read article
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Log Identification and Monitoring System Using Generative AI
Abstract: In contemporary software ecosystems, application and infrastructure logs play a vital role in ensuring system reliability, performance optimization, fault diagnosis, and security compliance. As applications become increasingly distributed and cloud native, the volume, velocity, and variety of generated log data have grown dramatically. This rapid expansion makes traditional manual log inspection inefficient, error-prone, and largely impractical. To address these challenges, this paper proposes an artificial intelligence (AI) driven log monitoring …
Published in Journal of Computer Technology & Applications · Vol. 17, Issue 1, 2026 · pp. 08–16 Read article
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JATAYU: A Stereo Vision–Based UAV for Autonomous Navigation and Human Following in GPS-Denied Environments
Abstract: Traditional unmanned aerial vehicle (UAV) systems primarily rely on Global Positioning System (GPS)-based navigation and conventional computer vision techniques. However, these approaches face significant challenges in GPS-denied environments, such as dense urban areas, indoor spaces, and disaster-affected regions where GPS signals may be weak, unavailable, or unreliable. In addition, limitations in real-time processing, object detection accuracy, and environmental perception can reduce UAV effectiveness in dynamic and unpredictable situations. This paper …
Published in International Journal on Drones · Vol. 2, Issue 2, 2026 · pp. 30–38 Read article
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Drug Repurposing of Anticancer Agents JP-8g and REDX05358 Against the Target Protein Plectin 1a in Epidemolysis Bullosa Simplex with Muscular Dystrophy (EBS-MD)
Abstract: Epidermolysis Bullosa Simplex with Muscle Dystrophy is a genetic disease affecting the skin and muscles which can be seen at birth or start at adulthood due to the mutation in the protein Plectin 1a (PLEC gene) causing skin blisters and muscle weakness. This protein is seen in sarcolemma, Z disks in skeletal muscles, hemidesmosomes in skin and cardiac muscles giving stability to cytoskeleton, playing a crucial role in neuromuscular transmission …
Published in International Journal of Cell Biology and Cellular Functions · Vol. 3, Issue 2, 2025 · pp. 22–34 Read article
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Effect of Fasd (Venesection) in the Management of Acute Cases of Irqunnasa (Sciatica): A Case Series Study
Abstract: Unani scholars described all the painful conditions of the joint under one caption i.e., Waja-ul-Mafasil, which, had later been given the name according to the site of the pain. The pain which starts from the hip joint and radiate towards the lower extremity is called as Irqunnasa (Sciatica). In fact, inflammation of sciatic nerve is called Irqunnasa. The classical presentation is pain and tenderness along the course of the sciatic …
Published in Research & Reviews : Journal of Herbal Science · Vol. 5, Issue 1, 2016 · pp. 17–21 Read article
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Empowering Banking Operations Through Excel Innovations for Data Precision and Security
Abstract: Excel plays a pivotal role in the banking sector due to its unparalleled versatility and robust data processing capabilities. It serves as a fundamental tool for handling complex financial calculations, data management, risk assessment, and generating comprehensive reports. Its ability to organize, analyze, and visualize vast volumes of financial information empowers banking professionals to make informed decisions crucial for managing investments, determining lending strategies, and optimizing financial portfolios. Excel's adaptability …
Published in Journal of Software Engineering Tools & Technology Trends · Vol. 10, Issue 3, 2023 · pp. 15–38 Read article
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A Study on the Effectiveness of Positional Release Therapy in the Management of Trapezitis
Abstract: Objectives: To compare the effectiveness of positional release therapy in the management of trapezitis. Study Design: The study design was pretest, posttest and comparative study design. Method: Random sampling method. 10 subjects in group-A received ultrasound therapy and 10 subjects in group-B received positional release therapy along with ultrasound therapy. Tool Used: Visual analog scale to measure the pain intensity. Results: Statistical analysis done using paired “t” test showed that …
Published in Research and Reviews : Journal of Computational Biology · Vol. 6, Issue 2, 2017 · pp. 19–25 Read article
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A Clinical Study on Itrifal Shahatra and Sharbat Unnab to Evaluate the Mechanisms of Action and Unani Principles in Buthūr (Acne)
Abstract: The current study assesses the possible mechanisms of action of Itrifal shahatra and sharbat unnab in Buthūr (Acne) with the support of Unani principles and evidence of the trial. The skin eruptions like macules, papules and pastules are described in the Unani classical literature as Buthūr. The main cause of Buthūr is khilt e Raddi (Morbid Humour) due to derangement of Akhlat (body humor). Musaffi-e-khoon (Blood purifier), Muhallil-e-auram (anti-inflammatory), Dāfi‘-i-Ta‘affun …
Published in Research & Reviews : A Journal of Unani, Siddha and Homeopathy · Vol. 9, Issue 3, 2022 · pp. 9–16 Read article
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A quasi experimental study on effect of sponge bath on reducing discomfort among post operative general surgery patients in a selected Hospital at Chandigarh 2011
Abstract: Background: Bathing is considered a necessary and therapeutic nursing intervention since it provides hygienic care for clients. Bathing removes sweat, oil, dirt and micro-organisms from the skin, assists in decreasing body odour and the potential for infection, stimulates circulation and provides clients with a refreshed and comforted feeling. Objective: To study the effect of sponge bath on reducing discomfort among post operative general surgery patients. Methods: Study was conducted on …
Published in Research and Reviews : Journal of Surgery · Vol. 6, Issue 2, 2017 · pp. 1–5 Read article
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Effect of Dashamoola Niruha Basti in the Management of Gridhrasi (Sciatica): A Case Study
Abstract: Gridhrasi is one of the Nanatmaja Vata Vyadhis described in Ayurvedic literature and is characterized by radiating pain, stiffness, pricking sensation, and restricted movement of the lower limb. Clinically, it closely resembles Sciatica caused by compression or irritation of the Sciatic Nerve. Basti Chikitsa is regarded as the most effective therapeutic modality for Vata disorders. Dashamoola, owing to its Vata-Kapha Shamaka, Shothahara, and Vedanasthapana properties, may play a significant role …
Published in Research and Reviews : A Journal of Ayurvedic Science, Yoga and Naturopathy · Vol. 13, Issue 2, 2026 · pp. 15–21 Read article
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The Role of Digital Detox in Improving Mental Health
Abstract: This study examines digital detox—the deliberate limitation of screen exposure—and its influence on mental health. A survey of 30 participants indicated that reducing screen time by at least two hours daily resulted in a 30% improvement in sleep quality, a 25% decrease in stress levels, and a 20% enhancement in overall mood stability. Statistical analysis (p < 0.05) confirmed these results. Additionally, participants following a structured digital detox plan reported …
Published in Research and Reviews: A Journal of Neuroscience · Vol. 15, Issue 2, 2025 Read article
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Evaluating Andrographis paniculata Phytochemicals as Potential Glioma Therapeutics via Molecular Docking Approach
Abstract: Evaluating Andrographis paniculata Phytochemicals as Potential Glioma Therapeutics via Molecular Docking ApproachGlioneuronal tumors and gliomas are grade I tumors classified by the World Health Organization (WHO). They typically grow slowly and primarily affect infants, children, and teenagers, but can also occur in adults. They mostly cause seizures caused by gangliomas. Most current treatments include surgery and radiotherapy. Since this disease affects children, the current treatments may cause complications. Andrographis paniculata …
Published in Research and Reviews: A Journal of Pharmaceutical Science · Vol. 17, Issue 1, 2026 · pp. 82–93 Read article