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210 articles for “Loss Functions”
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Review of symmetricity in Taguchi’s Loss Function for Performance Measurement to Monitor Cost of Rejection
Abstract: Performance measurement for any organization has become an inevitable activity owing to the pressure of enhancing the efficiency of the system and to assess the correctness and direction of activities related to the performance. Various methods like time series graph, control charts, capability index, quality awards, cost of quality etc. are being used for showcasing the measured performances. One of the vital methods being used for the purpose is Taguchi’s …
Published in Trends in Mechanical Engineering & Technology · Vol. 9, Issue 1, 2019 · pp. 59–68 Read article
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Parameter Estimation of Nakagami Distribution under Weighted Loss Function
Abstract: In this paper, the Nakagami distribution is considered for Bayesian analysis. The expressions for Bayes estimators of the scale parameter have been derived under squared error and weighted loss functions by using quasi and inverted gamma priors.
Published in Research & Reviews : Journal of Statistics · Vol. 10, Issue 2, 2021 · pp. 23–28 Read article
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Qualifying for Student Competencies through Reengineering
Abstract: The consortium of competencies required by a today's engineer are widening every day, thanks to reengineering, which accompanies in a horizon of information technology. The impetus was to make manual operations@ high technology physically less taxing. Various operations which were time consuming have now been made quicker and/or multi-tasking and so on. The new realization of meeting customer and societal requirements has facilitated a proponent that more accent is required …
Published in OmniScience: A Multi-disciplinary Journal · Vol. 5, Issue 1, 2015 · pp. 51–62 Read article
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An Accuracy Improvement in Facial Verification through Siamese Neural Networks
Abstract: Due to the ever-growing number of digital photos on the Internet, the task of automatically analysing images to extract semantic content has become quite important in recent years. In order to successfully organize the photographs, image indexing and image retrieval strategies need top-notch, effective image analysis and pattern recognition algorithms that can extract relevant semantic data. Face recognition plays a critical role in a variety of real-world applications, including AI-driven …
Published in Journal of Image Processing & Pattern Recognition Progress · Vol. 10, Issue 2, 2023 · pp. 1–9 Read article
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Bayesian Weibull Model in Survival Analysis
Abstract: In this paper, we examine the performance of Maximum Likelihood Estimation (MLE) and Bayesian estimation of survival function of Weibull distribution with two parameters to the assigning informative prior and with three loss functions, namely, Linear Exponential (LINEX) Loss, General Entropy Loss and Squared Error Loss. Here the simulation study is carried out and the statistical analysis is done. Keywords: Weibull distribution, maximum likelihood estimation, Bayesian estimation, linear exponential loss, …
Published in Research & Reviews : Journal of Statistics · Vol. 7, Issue 1, 2018 · pp. 24s–29s Read article
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Effect of Conventional Physiotherapy and Modified Constraint Induced Movement Therapy through Play way Method to Improve the Upper Extremity Motor Skills among the Children with Hemi paretic Cerebral Palsy
Abstract: There is a tendency in children with unilateral involvement to use their non-affected hand as the dominant hand, even when the actual functional loss is mild. The potential use of the affected upper extremity of children with hemiparetic CP often fails due to “developmental non-use”, and this leads to increased muscle tone, and decreased active and passive range of motion of the joints of the limb, poor motor control, generalized …
Published in Research and Reviews : A Journal of Medical Science and Technology · Vol. 2, Issue 2, 2013 · pp. 1–9 Read article
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Utilization of Statistical Learning Algorithms for Prediction of Elastic Modulus of Jointed Rock Mass
Abstract: This study uses two statistical learning algorithms for the prediction of elastic modulus (Ej) of jointed rockmass. The first algorithm uses support vector machine (SVM) that is firmly based on the theory of statisticallearning and uses regression technique by introducing -insensitive loss functionhas been adopted. Thesecond algorithm uses relevance vector machine (RVM). It is based on a Bayesian formulation of a linearmodel with an appropriate prior that results in a …
Published in Recent Trends in Civil Engineering & Technology · Vol. 1, Issue 1-3, 2011 · pp. 81–94 Read article
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Lossy Image Compression Using Exponential Growth Equation and Encryption by Natural Exponential Function
Abstract: AbstractImage compression is an essential technology in transmission and storage of digital images because of vast data associated with them. So, image compression plays an important role in the transmission of digital images through the internet with less bandwidth and occupies less space in memory. This research suggests a new image compression method based on exponential growth equation. The exponential growth equation is used for the image compression. The effectiveness …
Published in Journal of Image Processing & Pattern Recognition Progress · Vol. 4, Issue 3, 2017 · pp. 46–55 Read article
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Concept of Hemiplegia (Falij-e-Nisfi) in Unani System of Medicine: A Comprehensive Review
Abstract: Falij is derived from an Arabic word Falj which literally means splitting into halves. It is the paralysis of a longitudinal half of the body starting either below the neck, sparing head & face or covering the entire longitudinal half of the body from head to toe. It is analogous with Hemiplegia occurring due to stroke. There are almost 4.7 million stroke survivors in the United States, and approximately 780,000 …
Published in Research and Reviews: A Journal of Pharmacology · Vol. 9, Issue 2, 2019 · pp. 37–41 Read article
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Interfacial Engineering of Carbon Fiber/Epoxy Laminates Using Functionalized Graphene Nanoplatelets: Experimental and Numerical Study
Abstract: Current research work studies the influence of amines(–NH₂) and carboxyl(–COOH) functionalized graphene nanoplatelets on the mechanical and thermomechanical behavior of unidirectional hybrid composite. Composites having different graphene concentration from 0 to 0.7 wt% were fabricated, characterized and analyzed for multiple testing - tensile testing, dynamic mechanical analysis (DMA) and Fourier transform infrared spectroscopy (FTIR). Tensile testing indicates better elastic modulus and tensile strength due to efficient load transfer between nanoparticles …
Published in Journal of Polymer & Composites · Vol. 14, Issue 3, 2026 · pp. 61–77 Read article
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Context-aware Multipath Load Balancing Routing for RPL in IoT
Abstract: The Internet of Things (IoT) is revolutionizing the world with unprecedented levels of insights and intelligence, connecting the physical world to the digital age. In order to provide dependable and efficient routing, IPv6 Routing Protocol for Low Power and Lossy Networks (RPL) has been adopted as the foundation network for the Internet of Things (IoT). Although many IoT routing criteria have been met thanks to RPL's distinctive features, load balancing …
Published in Recent Trends in Parallel Computing · Vol. 10, Issue 2, 2023 · pp. 1–17 Read article
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Pharmacological and Nonpharmacological Management of Chronic Obstructive Pulmonary Disease (COPD): An Overview
Abstract: Chronic obstructive pulmonary disease (COPD) is a composite state with many characteristics that are agreeable to treatment. A well sympathetic of the physiology of COPD and better tackles to assess consequences have led to advances in our capability to cure this disease. Pharmacological methods can progress patients’ eminence of life significantly by dipping dyspnea and limiting exacerbations. Although, none of the drugs currently obtainable for COPD are able to deduce …
Published in Research & Reviews: A Journal of Drug Design & Discovery · Vol. 8, Issue 2, 2023 · pp. 45–69 Read article
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Oral Health wsr to Dental Fluorosis: A Review
Abstract: Dental fluorosis occurs due to the hypo mineralization of tooth enamel. This can lead to discoloration of the teeth. Mild and very mild fluorosis can cause teeth to look whiter, and therefore, it can improve esthetic perceptions of teeth, thereby leading to better OHRQoL (Oral Health related quality of Life). On the other hand, moderate and severe fluorosis can cause more noticeable tooth discoloration and, in some cases, even loss …
Published in Research and Reviews: A Journal of Dentistry Read article
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Ayurvedic Management of Vatika Pakshavadha (Hemiplegia): A Case Study
Abstract: Background: Pakshavadha, described in Ayurveda under the category of Vāta Vyādhi, is a neurological disorder caused by aggravated Vāta doṣa affecting one half of the body. Clinically, it is correlated with hemiplegia or post-stroke neurological deficits, particularly following ischemic cerebrovascular accidents. Stroke remains a leading cause of mortality and disability worldwide, often leaving patients with residual weakness, gait disturbances, and impaired speech despite modern rehabilitation. Ayurveda offers a holistic approach …
Published in Research and Reviews : A Journal of Ayurvedic Science, Yoga and Naturopathy · Vol. 13, Issue 2, 2026 · pp. 22–30 Read article
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Management of Pakshaghat with Holistic Approach: Single Case Study
Abstract: Globally, the incidence of noncommunicable diseases is on the rise, drawing attention for its prevention and treatment. The causes of Hemiplegia due to stroke can be studied under three categories i.e. ischemic (87%), haemorrhagic (13%). Hemiplegia is one among them, causing physical and mental instabilities.In the modern counterpart, Hemiplegia is the condition where we can find the similarities of Pakshaghat in terms of sign and symptoms. Pakshaghat is one among …
Published in Research and Reviews : A Journal of Ayurvedic Science, Yoga and Naturopathy · Vol. 7, Issue 3, 2020 · pp. 20–25 Read article
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Medical Treatment of Central Giant Cell Lesions of the Jaws
Abstract: Central giant cell lesions (CGCLs) of the jaw are benign, non-neoplastic intraosseous proliferative lesions of an osteoclastic origin and an unknown etiology; their conventional treatment is surgical enculeation and curettage with a reported recurrence rate of 15–20%.Because of the inherit problems with the surgical approach (recurrence rate, surgical defect, disfigurement, loss of function, and GA associated morbidity) alternative medical treatments have been proposed over the last 15 years with promising …
Published in Research and Reviews: A Journal of Dentistry · Vol. 9, Issue 3, 2018 · pp. 1–6 Read article
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Oral Health wsr to Dental Fluorosis:A Review.
Abstract: Dental fluorosis occurs due to the hypomineralization of tooth enamel. This can lead to discoloration of the teeth. Mild and very mild fluorosis can cause teeth to look whiter, and therefore, it can improve esthetic perceptions of teeth, thereby leading to better OHRQoL(Oral Health related quality of Life). On the other hand, moderate and severe fluorosis can cause more noticeable tooth discoloration and in some cases even loss of function, …
Published in Research and Reviews: A Journal of Dentistry · Vol. 13, Issue 1, 2022 · pp. 14–17 Read article
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To Study the Effects of Proprioception Neuromuscular Facilitation (PNF) Movement Pattern and Capsular Stretching in Chronic Adhesive Capsulitis to Improve the Joint ROM of Shoulder
Abstract: Adhesive capsulitis is a clinical condition characterized by pain, progressive restriction in joint ROM due to periarticular tightness which results in loss of function of shoulder joint over the years. It is a comparative study design; a sample of 50 patients will be include in the study with the pretest and post- test study design .random sampling is done on the basis of baseline assessment and diagnosis of their condition …
Published in Research and Reviews: A Journal of Neuroscience · Vol. 3, Issue 3, 2013 · pp. 36–42 Read article
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Concurrent PTSD Psychotherapy Through Multi-Personnel Virtual Reality Framework
Abstract: Networked Virtual Environments (NEV) are sets of disjointed virtual worlds which are topographically set apart from the users yet connected through the communication network to give them the illusion of being in the same virtual location. NVEs are increasingly receiving consideration from business and research point of view. Contrasted with various sorts of possible applications, NVEs require a high responsiveness to ensure continuous streaming of live data for full immersion. …
Published in Research and Reviews: A Journal of Neuroscience · Vol. 7, Issue 1, 2017 · pp. 22–26 Read article
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A Promising Approach Towards Arthritis: Bacopa Monnieri
Abstract: Joint inflammation, pain, and a progressive loss of function are the hallmarks of arthritis, a chronic and crippling condition that frequently results in disability and a lower quality of life. The need for safer options is highlighted by the fact that while current therapy approaches, such as NSAIDs, corticosteroids, and disease-modifying antirheumatic medications, give symptomatic relief, they are usually linked to serious adverse effects. In this regard, the wellknown Ayurvedic …
Published in Journal of AYUSH: Ayurveda, Yoga, Unani, Siddha and Homeopathy · Vol. 14, Issue 3, 2025 · pp. 76–91 Read article