Volume 11 | Issue 11 |

 Abstract

Machine learning (ML) is a subset of artificial intelligence (AI) where computer is trained to make decisions like a human based on different characteristics from a set of data. Machine Learning is a subset of artificial intelligence (AI) which allows the software applications to predict the outcomes by considering the historical data as input. The paper presented discusses the detailed understanding and the contribution of different researchers in the area of Biomedical Signal processing

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 Keywords

Biomedical, Machine Learning, Processing

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Perfect weather predictions are needed for a plethora of activities and it was one of the main challenging problems the entire world faced because of its multiple dimensions and non-linear trends. Weather depends on multiple climatic conditions like temperature, air pressure, humidity, wind flow speed and direction, cloud height and density, and rainfall. The most common phrases/keywords in weather prediction related articles were 'wind', 'precipitation', 'climate change', 'wind forecasting' and 'ensemble prediction'. The most common countries in which surveys were done are China, USA, Australia, India and Germany. Extreme meteorological events are often related to the occurrence of weather fronts.

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 Keywords

weather, Machine Learning, prediction

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In machine learning, classification is a supervised learning concept which basically categorizes a set of data into classes. The most common classification problems are - speech recognition, face detection, handwriting recognition, and image classification. Image Classification is one of the most fundamental tasks in computer vision. It has revolutionized and propelled technological advancements in the most prominent fields, including the automobile industry, healthcare, manufacturing, and more. Image Classification (often referred to as Image Recognition) is the task of associating one (single-label classification) or more (multi-label classification) labels to a given image. Image classification is the process of predicting a specific class, or label, for something that is defined by a set of data points. Image classification is a subset of the classification problem, where an entire image is assigned a label. Grouping images into semantically meaningful categories using low-level visual features is a challenging and important problem in content-based image retrieval. Based on these groupings, effective indices can be built for an image database

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Image, machine learning, Classification

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The state of Kerala in India has emerged as a strong supporter of the Palestinian cause, despite facing criticism from right-wing alliances. India's foreign policy has shifted towards aligning with Israel, as seen in Prime Minister Modi's swift support for Israel in the recent conflict. Kerala's support for Palestine challenges this shift and promotes a more comprehensive and sensitive narrative in the country. This article delves into the discussion on how Kerala has been so vocal about its solidarity to the cause of Palestine.

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 Keywords

Solidarity for Palestine, Kerala, India, Protests, Muslim-majority, Kashmir, Narendra Modi, Israeli-Palestinian conflict

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Creative Commons Attribution 4.0 and The Open Definition

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Speech recognition is the process of converting human sound signals into words or instructions. The research of speech recognition involves many subject areas such as computer technology, artificial intelligence, digital signal processing, pattern recognition, acoustics, linguistics, and cognitive science.Our speech is made up of many frequencies at the same time. The actual signal is really a sum of all those frequencies stuck together. The conversation or speech that is captured by a microphone or a telephone is converted from acoustic signal to a set of words in speech recognition.

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 Keywords

speech, machine learning, recognition

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This article deals with overview of the epileptic seizures and its homoeopathic management. Epilepsy is a neurological condition that affects all age groups. In most of cases, the causes of the epilepsy remains unknown and undetermined. However few factors such as infections, head injury, substance abuse, tumor's of brain and hereditary factors are the possible causes. Homoeopathy focuses on individualization of patient with holistic approach thus helps in managing epileptic seizures on dynamic plane. Homoeopathic remedies helps in managing acute seizures, as well as eliminates the tendency to have seizures.

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Epilepsy, International League Against Epilepsy classification of epilepsy, Homoeopathic management.

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Cancer, nanotherapeutics are developing quickly and are being used to overcome several problems with conventional drug delivery systems, including poor oral absorption of nutrients, universal biological distribution and concentration, and a lack of water solubility. Unique nanotechnology targeting techniques have been developed as a result of d evelopments in materials science and protein engineering, which may give patien ts suffering from cancer new hope. Clinical usage of several therapeutic Nano carriers has been authorized.

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Nanoparticles, Nanocarriers; Drug delivery, Application of Nanoparticle Therapeutic Nanoparticles, Anticancer

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A popular operational research method for determining and improving management decisions is linear programming. Businesses are encouraged to boost their output via its implementation. JSR Company is a furniture-based company in Bengaluru, they must strategically allocate resources and take smart decisions in order to maximize the profit of the company. This research helps and examines the effectiveness and precision of Excel Solver and Graphical method in resolving challenging optimization issues related to JSR Furniture's operating procedure.

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(Key Word: Linear Programming, Solver, Graphical Method, Maximize profit, efficiency, Operational Research)

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Rosacea is a facial skin condition causing inflammation and vascular dysfunction, influenced by microbiota. It affects individuals with diseases like Demodex folliculorum mites, Helicobacter pylori, Staphylococcus epidermidis, Chlamydia pneumoniae, and Bacillus oleronius. Treatment options include topical metronidazole and azelaic acid, while severe cases can be treated with oral metronidazole, tetracyclines, or isotretinoin. The condition negatively impacts quality of life, self-esteem, and well-being. Treatment options include topical and systemic treatments, as well as skin care and advanced scientific research.

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demodex folliculorum, nodularities, phyma, telangiectases.

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Abstract : Vitiligo is an autoimmune depigmentation disorder where the body produces antibodies against melanocytes, causing white patches in the body. This chronic condition results in melanin loss, which is caused by stress on melanocytes, the pigment-producing cells in the skin. Often dismissed as a cosmetic issue, vitiligo can have severe psychological effects, impacting daily life. This review provides an overview of current knowledge about vitiligo, including various medical treatments available to prevent progression and induce skin repigmentation. The review also explores the types and treatments of vitiligo and their availability in the market.

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Keywords: Vitiligo , Depigmentation , Melanocytes , Melanin, Autoimmune

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Creative Commons Attribution 4.0 and The Open Definition