Volume 12 | Issue 7 |

 Abstract

Introducing an innovative new security technology - our AI-based thief detection system is the fastest, most accurate and reliable machine for detecting & classifying theft incidents. Moreover, the system is designed to be capable of learning new skills from the data. This has further helped improve accuracy and reduce false alarms. Our strategy consists of three types of detection modules: Roof head, crowd, loitering Detection module (divert behaviors and save Liberty from the robbery. OK, and it offers an original way to improve security with the help of artificial intelligence (AI) which will provide full guarantees that if a thief enters, we can find out its face by analyzing movement as well as behavior above all at more speed thanks to constant supervision. These types of theft easily pass through other traditional ways but would be greatly served by using advanced artificial intelligence AI technologies such as computer vision and machine learning for the field interposition both in terms of efficiency increase detection speed sharply. The system is capable and learning new skills from the new data continuously thus expected to improve over time as reduce false alarms in a whole, our Ai thief detection System an advancements of existing security systems bring incomparable speed, accuracy & reliability alerting theft incidents permanently.

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HOME SECURITY SYSTEM USING ARTIFICIAL INTELIGENCE

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Pandu roga is a Varnopalakshitha vyadhi characterised by the changes in the skin colour to Shweta(white), peeta (yellow), Harita (Greenish) etc. The clinical condition of Pandu in Ayurveda can be co-related with Anaemia described in Modern Medical Science, due to the resemblance in the clinical signs and symptoms. Anaemia is a major Global Public health problem and the most prevalent Nutritional deficiency disorder in the world. The Pandu roga involves lack of haemoglobin due to poor intake of iron and other nutrients through dietary sources, poor absorption and digestive problems may also leads Anaemia. The cardinal sign of anaemia is paleness of skin which is described as twak- pandutha in case of Pandu in Ayurveda. Here, in this article an attempt is made to understand the concept of Vataja Pandu in Contemporary science.

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 Keywords

Pandu, Nutritional deficiency, Anaemia.

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Creative Commons Attribution 4.0 and The Open Definition

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Smishing, uses simple message service (SMS) for cyber-attacks, posing a significant threat on account of elevated likelihood of individuals providing personal information like account details and passwords, making it a critical issue. This project intends to build an effective framework for predicting spam or ham SMS messages using deep learning approaches and methods.A dataset of labeled messages is collected and pre-processed, and models like LSTM, Rnn, Bi-LSTM, and GRU are trained using GloVe word embedding techniques. The best-performing model is selected on performance metrics, optimized for robust performance, and deployed through a scalable pipeline.

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 Keywords

SMS, LSTM, Bi-LSTM,GRU and GloVe.

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Creative Commons Attribution 4.0 and The Open Definition

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Education for people with physical and cognitive disabilities, as well as people who differ from one another in terms of aptitude, language, age, culture, gender, and other factors, is regarded as inclusive education. Special needs education is necessary in this case because it addresses the phenomenon of pupils, both enrolled in and not, having trouble learning. The lack of adequate preparation and support for teachers to work inclusively makes it challenging to implement the inclusion policy. It is the duty of educators to establish learning environments where all students can feel accepted and educated. Teachers have a critical role in encouraging engagement and lowering underachievement, particularly in the case of children who are thought to have learning disabilities. Rethinking the roles, duties, and identities of teachers is the only way to get over the obstacles that stand in the way of the successful growth of inclusive schools. A thoughtful educational program, providing appropriate support and assistance to students with special needs, and include students with disabilities in teacher preparation are some of the techniques used to improve inclusive education. Additionally, the study makes the case that highlighting the importance of teacher education helps teachers' abilities, knowledge, attitudes, and beliefs to grow.

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Inclusive Education, Teachers, Children with Special Needs

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This paper provides an overview of big data mining techniques and their diverse applications across various domains. Big data mining involves extracting valuable insights from large datasets using advanced analytical methods such as machine learning and data mining algorithms. Applications span healthcare, finance, cybersecurity, and more, enhancing decision-making processes and improving operational efficiency. Key techniques include classification, clustering, association rule mining, and anomaly detection, tailored to handle the complexities of massive datasets. This overview aims to highlight the importance of big data mining in modern data-driven environments, emphasizing its role in transforming data into actionable knowledge.

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Creative Commons Attribution 4.0 and The Open Definition

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Big Data Mining, Machine Learning, Data Analytics, Applications, Transforming data

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Creative Commons Attribution 4.0 and The Open Definition

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A new method of topical medication delivery is emulsion. The current study aims to improve the transdermal administration of antiacne emulgel by designing, preparing, and statistically optimizing protocatachuic acid emulgen. The emulsifying agents Span & Tween and carbapol 934 were chosen as the independent variables. The spreadability and viscosity are the dependent variables. Physical evaluation, spreadability, viscosity, pH, and the mechanism of action were assessed for the prepared protocatachuic acid emulgel using antibacterial, skin irritation and skin penetration. Comparing the antimicrobial to normal streptomycin, the lowest inhibit concentration was 31.2 ?g/ml against S.aureus. Reduced skin cell irritation is shown by a higher percentage of inhibition against epidermis cells as compared to the conventional aspirin IC50 value and %. Good skin approval property for formulation authorization.

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Emulgel, Protocatachuic Acid, Optimize, Evaluation, Acne, Anti microbial, skin Permeation,

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Alcohol consumption is one of the most health concern around the world. Chronic alcoholism is defined as the regular imbibing of an amount of ethanol that is sufficient to harm an individual socially, psychologically, physically. In Ayurveda, the varieties of disorders caused by excessive and improper use of alcohol are well described under Madatyaya. It is Sannipataja Vyadhi. It mainly vitiates Ojas , as Madya have opposite quality of Ojas. Alcohol is treated as poison when consume much more dose and as medicine in limited dose. Here is a small effort to understand the features of Madatyaya in terms of modern perspective.

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Madya, Madatyaya, Alcohol intoxication.

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Creative Commons Attribution 4.0 and The Open Definition

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This study presents the formulation and evaluation of polyherbal lozenges designed to provide defense against cold and flu symptoms. Cold and flu are common viral infections affecting millions worldwide, leading to discomfort, productivity loss, and, in severe cases, complications. Herbal remedies have been historically used to alleviate symptoms associated with these infections due to their antiviral, anti-inflammatory, and immune-boosting properties. In this research, a combination of potent herbs known for their efficacy in combating cold and flu symptoms, such as Echinacea, elderberry, ginger, and licorice, were selected and incorporated into lozenges. The formulation process involved optimizing ingredient proportions to ensure maximum efficacy and palatability. The developed lozenges were subjected to various physicochemical and pharmacotechnical evaluations to assess their quality, including uniformity of weight, hardness, disintegration time, and drug release profile. Furthermore, the antimicrobial activity of the lozenges against common cold and flu viruses was investigated through in vitro assays. The results demonstrated that the polyherbal lozenges exhibited desirable physicochemical properties and demonstrated significant antiviral activity against the tested pathogens. Moreover, sensory evaluation studies indicated high acceptability among potential users. Overall, the findings suggest that these polyherbal lozenges have the potential to serve as an effective and convenient prophylactic or therapeutic option for individuals seeking natural remedies for cold and flu defense. Further clinical trials are warranted to validate their efficacy and safety in real-world settings

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Lozenges, Herbal plant, Phytochemical Screening, Anti-microbial activity etc.

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Creative Commons Attribution 4.0 and The Open Definition

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The paper researches the synergy between neuroscience and psychology in understanding psychological disorders. Along with understanding the above, the treatment involves both of these branches of science. Recent research is continuously evolving towards psychological treatment along with allopathic medicines to manage patients suffering from various mental and neurological disorders. Neither of these branches alone is sufficient to cure these disorders, which have increased manifold in the last couple of decades.

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Neuroscience, Neurological, Operational Diagnostic Criteria, Neurons, Cerebrum, Cerebellum, Dendrites, Neurotransmitters, Neurobiology, Synapse, Cognitive Science, Neuropsychology, Disorders, Autism Spectrum Disorder, Functional Neural Imaging

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Mobile devices, to start with which have been devised with an aim to replace phones using wireless technology, end up a completely vital a part of day by day communication not simplest for phone service customers but additionally for the internet customers inside the gift society. so that it will satisfy the consumer wishes, many libraries round the world are now adopting cell era to reinforce the library offerings. As there are many equipment and structures for application development and in addition there are many services that may be offered the use of cell phones. So diverse libraries provide quantity of offerings the usage of unique platforms based totally on person desires and necessities.

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Creative Commons Attribution 4.0 and The Open Definition

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Mobile Technology, Android phones, e-Resources, Mobile Library Service.

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Creative Commons Attribution 4.0 and The Open Definition