Volume 11 | Issue 9 |

 Abstract

Money laundering is the process of disguising the proceeds of illegal activities as legitimate funds. Money laundering is a significant problem that poses serious threats to the integrity of the financial system, as it enables criminals to profit from illegal activities and finance further criminal endeavors. Money laundering is also linked to other crimes, such as drug trafficking, terrorism financing, and corruption. To combat money laundering, governments and financial institutions have implemented variousmeasures, such as Know Your Customer (KYC) regulations, Anti-Money Laundering (AML) laws, and the use of financial intelligence units.

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 Keywords

Anti-Money, Laundering, criminal endeavors, Know Your Customer(KYC)

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Network security refers to a variety of measures, technologies, schemes, and procedures aimed at protecting computer networks and the data they transmit from unauthorized access, misuse, modification or demolition. Common network security measures include firewalls, intrusion detection and prevention systems, virtual private networks (VPNs), encryption, access control, and monitoring and logging tools. Organizations of all sizes need to implement strong network security measures to prevent the loss or compromise of sensitive data, which can result in serious consequences such as financial losses, damage to reputation, and legal liability. this paper discusses the challenges and importance of collecting security-related data in network systems, focusing on big data and 5G network systems. The 5V characteristics of security-related data are highlighted as a factor that makes data collection difficult in large-scale heterogeneous network systems. The paper focuses on collecting data for detecting network attacks, intrusions, and anomalies, reviews existing network data collection technologies, and evaluates their performance towards high-quality network security-related data collection

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INFORMATION PERTAINING TO NETWORK SECURITY RELATED DATA

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Using sensor-rich smartphones to sense various contexts attracts much attention, such as transportation mode recognition. Local solutions make efforts to achieve trade-offs among detection accuracy, delay, and battery usage. We propose a real-time recognition model consisting of two long shottern memory classifiers with different sequence lengths. The shorter one is a binary classifier distinguishing elevator scene and the longer one implements a finer classification among bus, subway, high-speed railway, and others. Light-weighted sensors are employed with a much smaller sampling rate (10Hz) compared with previous works.We present experiments on accuracy and resource usage and prove that our system realizes a latency-low and power-efficient scene recognition approach by trading off a reasonable performance loss (averaged recall of 92.22%)

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DETECT THE ACCURACY OF THE DELAY FOR TRANSPORTATION MODE RECOGNITION BY USING DEEP LEARNING

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ABSTRACT The Present research work describes biological activity of amide group containing ligands and their Mn(II), Ni(II), Co(II) and Cu(II) complexes against E.coli and S.aureus. The standard disc diffusion method has been employed for investigations. The data obtained during study has been correlated for structure activity relationship and a trend has been pointed for a series of complexes.

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 Keywords

Antibacterial, Transition Metal, Pyrimidine

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Creative Commons Attribution 4.0 and The Open Definition

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The Essence of Mathematical Modeling: A Theoretical Exploration Abstract: Mathematical modelling constitutes a fundamental pillar of mathematics education, serving as a means of transforming real-world challenges into mathematical representations. This process entails the articulation of real-life scenarios into mathematical constructs, facilitating a bridge between tangible problems and abstract mathematical concepts. This approach underscores the pervasive role of mathematical models across various mathematical domains, encompassing arithmetic, algebra, geometry, and calculus. As a consequence, mathematical modelling holds relevance for learners of all age groups, ranging from primary school to higher education. Recent examinations of the field emphasize the profound significance of modelling as an educational tool. Within this study, we aim to elucidate the significance, key attributes, and the procedural intricacies of mathematical modelling. It is important to note that this study is purely theoretical in nature and is envisioned as a valuable resource for future research endeavours.

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Mathematical modelling -significance-introduction-problem Solving decoding-process

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The core purpose of criminal procedure is to provide the accused a full and fair trial in accordance with the principles of natural justice. There are various steps which should be followed in order to dispense justice and bring the guilty to the book. Taking cognizance of the offences is one of the procedures. In India the basic step in every criminal case is taking congnizance of such actions. The whole law as to administration of criminal justice and trial revolves around the accused. Public prosecutors with their full strength of teeth and mind do their best to hold the accused guilty, whereas defense counsels with same vigor and determination, art of advocacy and nice technicalities and lacunae of legal system endeavor to get verdict of not guilty in his favour. Judges bound by oath to do justice without fear, favor, ill-will or affection discharge their judicial functions and make every effort to disengage the truth from falsehood and to shift or separate the grains from the chaffs to preside over a criminal case to see that no innocent man is punished and no guilty man escapes.

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Accused, Criminal Procedure, Criminal Justice, Legal System, Rights

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Creative Commons Attribution 4.0 and The Open Definition

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OBJECTIVES: The aim of the study is to assess the effect of hand and foot massage therapy on the pain, quality of life among breast cancer patients. Background of the study: Cancer is a global problem and it is a leading cause of death worldwide. Pain, Quality of life is affected among the cancer patients. Foot massage is a complimentary therapy that has great potential for use by nurse in multidisciplinary pain management programme. Foot massage acts like an analgesic and inhibits those pain signals from being transmitted to the brain. It is the manipulation of superficial and deeper layers of muscle and connective tissue to enhance function and in the healing process and promote relaxation and well being. Design: Control and experimental groups were taken and manipulation was given to the experimental group. Two groups pretest - posttest (experimental and control) design were used in this study. Research Methodology: The quantitative evaluative approach, Randomized control trail design was used. The samples of 200 cancer patients were selected probability Simple random technique sampling technique and the samples were divided into experimental and control group based on matching criteria. The data was collected by using two tools a) demographic variables tools, b) Pain scale, c) European Organization for the Research and Treatment of Cancer Quality of Life Questionnaire. The hand and foot massage was administered for the patients. The data was analyzed by using descriptive and inferential statistics.

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RANDOMIZED CONTROL TRIAL TO EVALUATE THE EFFECTIVENESS OF HAND AND FOOT MASSAGE THERAPY ON THE LEVEL OF PAIN AND QUALITY OF LIFE AMONG BREAST CANCER PATIENTS IN SELECTED HOSPITALS, SANGRUR, PUNJAB.

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Creative Commons Attribution 4.0 and The Open Definition

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OBJECTIVES: The aim of the study is to assess the effect of hand and foot massage therapy on the pain and quality of sleep among breast cancer patients. BACKGROUND OF THE STUDY: Cancer is a global problem and it is a leading cause of death worldwide. Pain and quality of sleep are affected among the cancer patients. Foot massage is a complimentary therapy that has great potential for use by nurse in multidisciplinary pain management programme. Foot massage acts like an analgesic and inhibits those pain signals from being transmitted to the brain. It is the manipulation of superficial and deeper layers of muscle and connective tissue to enhance function and in the healing process and promote relaxation and well being. DESIGN: Control and experimental groups were taken and manipulation was given to the experimental group. Two groups pretest - posttest (experimental and control) design were used in this study. RESEARCH METHODOLOGY: The quantitative evaluative approach, randomized control trail design was used. The samples of 200 cancer patients were selected probability simple random technique sampling technique and the samples were divided into experimental and control group based on matching criteria. The data was collected by using two tools a) demographic variables tools, b) pain scale, c) european organization for the research and pittsburg quality of sleep index. The hand and foot massage was administered for the patients. The data was analyzed by using descriptive and inferential statistics. FINDINGS OF THE STUDY: The findings were in experimental group, pretest mean score was 8.31, post test mean score was 4.16, in pretest maximum 83% of subjects had very severe level of pain, in posttest 63% of subjects had mild pain. Whereas in control group, pretest mean score was 8.22, post test mean score was 6.55, in pretest 86% of subjects had very severe level of pain, and in post test 56% of subjects had moderate pain. The "t" value in between pretest and post pain scores of experimental group is 29.43, that shows hand and foot massage therapy is effective in reducing pain among breast cancer patients.

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RANDOMIZED CONTROL TRIAL TO EVALUATE THE EFFECTIVENESS OF HAND AND FOOT MASSAGE THERAPY ON THE LEVEL OF PAIN AND QUALITY OF SLEEP AMONG BREAST CANCER PATIENTS IN SELECTED HOSPITALS, SANGRUR, PUNJAB

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It is common knowledge that a country's economy heavily depends on agricultural productivity. It's pretty normal for illnesses to affect plants. Therefore, identifying plant diseases is essential to raising agricultural productivity. When plants are not given the correct care, they might suffer major consequences that have an impact on the quality, quantity, or productivity of the plant's output. For instance, crop failure during The Great Famine (1845-1849) resulted in disease, widespread famine, emigration, and death. Later, biologists came to the conclusion that a natural occurrence called a potato blight was the cause of the famine. Numerous people died, bringing the total to 100,000. Large-scale farms can apply automated disease detection methods on agricultural crops, which will lessen the need for manual crop monitoring and enable the early diagnosis of illness or its signs. This allows the right cure time to work. The application described in this article uses machine learning methods to analyse photos of tomato plant leaves to identify and categorize illnesses. Finding diseases on crops is a time-consuming and vital task in agricultural techniques. It takes a lot of labor, both expert and manual. In this study, computer vision and machine learning approaches are proposed as a smart and effective method for crop disease identification.

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 Keywords

Agricultural productivity, Plant diseases, Crop health, Crop yield, Plant illness consequences

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Creative Commons Attribution 4.0 and The Open Definition

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Antibiotics are chemicals that kill or inhibit the growth of bacteria and are used to treat bacterial infections. Antibiotics are produced in nature by soil bacteria and fungi. Antibiotics are also known as antibacterial and antimicrobial. Antibiotics prevent the bacterial cells from multiplying so that the bacterial population remains the same, thus allowing the host's defence mechanism to fight the infection or kill the bacteria.The first true antibiotic 'Penicillin' was discovered by Alexander Fleming in 1928. After the discovery of Penicillin many researchers using the similar discovery and production techniques, discovered many other antibiotics in 1940s and 1950s i.e., streptomycin, chloramphenicol, erythromycin, vancomycin, etc. This review is focused on the classification, discovery and mechanism of action of antibiotics so that it will help the future researchers to find the better antibiotics to overcome the antibiotic resistance problem.

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 Keywords

Antibiotics, soil bacteria, origin, mechanism of action.

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Creative Commons Attribution 4.0 and The Open Definition