Volume 12 | Issue 11 |

 Abstract

In recent times, as technology progresses, Centralized cloud storage represents a transformative approach to enhancing file storage and resource sharing with notable efficiency. However, despite its convenience, it faces certain challenges, including high cost margins, file security concerns, limited network bandwidth availability, and the risks associated with single-party control. To address these limitations and improve storage efficiency, the adoption of decentralised file storage is proposed, incorporating appropriate incentives for both data owners and disk space providers.

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Blockchain, File Storage, Data Owners, Disk Space Owners

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Credit card fraud remains a persistent challenge in the financial industry, impacting both consumers and institutions through financial losses and reputational damage. With evolving fraud techniques, there is an urgent need for robust, data-driven detection solutions. This paper explores predictive modeling for credit card fraud detection using various machine learning algorithms including logistic regression, decision trees, random forests, and neural networks. By analyzing historical transaction data, these models identify patterns and anomalies associated with fraudulent behavior. The study evaluates model performance using metrics such as accuracy, precision, recall, and ROC curve analysis to assess real-time fraud detection capabilities. Our findings demonstrate that predictive modeling significantly improves fraud detection accuracy while minimizing false positives. This approach not only enhances transaction security but also provides a proactive method for reducing financial losses and building trust in digital transactions. The paper also addresses current limitations, including data imbalance challenges and evolving fraud tactics, while suggesting future improvements for fraud detection systems.

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Credit Card Fraud, Logistic Regression, Machine Learning, Fraudulent Transactions.

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

India, a developing country, is experiencing rapid growth in various fields, but women's status and work are declining. Crimes against women have reached their limits, with women suffering from torture, neglect, and being held responsible for their troubles. Other crimes include vulnerability, torture, violence, domestic violence, dowry harassment, and other abnormal practices. Witchcraft and witch hunting are among the serious crimes against women, with increasing frequency. This article discusses the aspects of witch and witch hunting, analyzing its causes and effects, particularly in Assam. The researchers aim to discuss about various causes and effects of witch-hunting and highlighting the judicial interpretation and the need for more effective strategies to protect women and promote gender equality.

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Witch-Hunting, gender, women, violence, gender equality.

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Abstract This study investigates how art therapy can be used to treat mental health issues like stress, anxiety, depression, and PTSD. Through artistic disciplines such as painting, music, dance, and theater, art therapy provides a nonverbal means of expressing feelings, fostering self-awareness, and promoting recovery. The goal of the project is to develop an art therapy center that combines therapeutic requirements with architectural principles to create an environment that encourages creativity and emotional health. The research attempts to provide a thorough foundation for art therapy centers by studying case studies, existing literature, and user-centered designs. The findings highlight the need of combining therapeutic surroundings with both spatial aesthetics and utility.

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Keywords: Art Therapy, Healing Environment, Therapeutic Design, Mental Health, Art Therapy Centers, Biophilic Design, Sustainability, Therapeutic Architecture, Design Framework.

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Institutions, whether rules or organizations, play a key role in the socio-economic development of any region. They act as catalysts for enhancing efficiency and reducing uncertainty in organizational functioning. The 2024 Nobel Prize in Economics evolves around the nexus between these two terms: institutional quality and socio-economic progress. What the Nobel laureates brought to the attention of the global community is the key role played by 'institutions' in transforming the regions of the world

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Institutional Quality, Socio-economic Development, Colonialism, Democracy

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Thiazolidinones, Schiff bases, HRBC method, Anti-inflammatory.

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

The Piezoelectric sensors have gained significant attention owing to their ability to convert mechanical energy into electrical signals. This paper proposes a novel application of piezoelectric sensors integrated with light-emitting diodes (LEDs) to create a responsive and energy-efficient illumination system. The primary objective of this research is to explore the feasibility and effectiveness of utilizing piezoelectric sensors to trigger LED glow in various scenarios. Overall, this research contributes to the advancement of sensor-driven illumination systems by leveraging the unique properties of piezoelectric materials. The proposed technology offers promising prospects for enhancing sensing capabilities and promoting energy conservation in various real-world applications.

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Piezoelectric Sensors, Power Generation, Non-conventional renewable energy

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

A complete web-based messaging system designed to promote safe communication among businesses is the Secure Chat Application. The application, which was created as an internal data exchange tool, prioritizes user security and data privacy by providing encrypted real-time chat capabilities. The program guarantees reliable data management, safe authentication, and smooth user synchronization by utilizing Firebase as the backend. Users can engage effectively across a range of devices thanks to the front end's responsive and user-friendly interface, which is constructed with React and JavaScript. Because the application is small and compatible with most web browsers, no further software needs to be installed in order to use it.

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Creative Commons Attribution 4.0 and The Open Definition

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Secure Messaging, End-to-End Encryption, Real-Time Communication, Cybersecurity, Firebase Authentication, Data Privacy, Cross-Site Scripting (XSS), Cross-Site Request Forgery (CSRF) _________________________________________________________________________________

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Creative Commons Attribution 4.0 and The Open Definition

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Humanoid robots, designed to mimic human form and behavior, mark a major advancement in robotics and AI. This abstract explores robots that can walk, perform actions, and engage in basic conversation. With advanced sensors and algorithms, they are used in fields like healthcare, education, and service, offering human-like interactions. Despite their progress, challenges remain in autonomy and ethical concerns. Future research aims to improve their functionality for safer integration. This project presents a humanoid robot built with an ESP32 controller for walking, dancing, expressing emotions, and speaking. It uses servo motors for movement and an OLED screen to show facial expressions. Speech is processed by the ESP32 and amplified through a speaker. Powered by a 5V/6V source and assembled with custom 3D-printed parts, the robot is ideal for education, entertainment, and companionship.

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Humanoid Robots Robotics Artificial Intelligence (AI), Robot Design Autonomous, Robots ESP32 Controller Servo Motors, Walking Robot, Emotional Expression, Robot Speech, Educational Robotics, Robot Applications, Robot-Human Interaction.

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

The research focuses on developing an AI Agent for Multiplayer Games Using Reinforcement Learning, emphasizing dynamic strategy adaptation in complex, interactive environments. Leveraging reinforcement learning techniques such as Deep Q- Networks (DQN), the AI agent learns optimal decision-making by interacting with the game environment, analyzing states, and receiving rewards. The project utilizes advanced methodologies like experience replay and target networks to enhance learning stability. A multiplayer game, Doom, serves as the primary testing platform, providing high- dimensional, competitive settings. Results demonstrate the agent's ability to adapt to unpredictable opponents, optimize gameplay strategies, and deliver a challenging yet engaging gaming experience. This research contributes to advancements in reinforcement learning, showcasing its potential in enhancing AI-driven gaming experiences and broader applications like simulations and autonomous systems.

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

AI Agent Multiplayer Games Reinforcement Learning Deep Q-Network (DQN) Experience Replay Target Networks Dynamic Strategy Adaptation Game Environment Interaction Intelligent Decision-Making

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Creative Commons Attribution 4.0 and The Open Definition