Search Results - "Santosh, Kathari"
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Enhancing AI interpretation and decision-making: Integrating cognitive computational models with deep learning for advanced uncertain reasoning systems
Published in Alexandria engineering journal (01-07-2024)“…Advancements in uncertain reasoning systems within healthcare are crucial for navigating the complexities of patient data, requiring innovative methodologies…”
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Journal Article -
2
Leveraging GPT-4 Capabilities for Developing Context-Aware, Personalized Chatbot Interfaces in E-commerce Customer Support Systems
Published in 2024 10th International Conference on Communication and Signal Processing (ICCSP) (12-04-2024)“…In the realm of e-commerce customer support, the adoption of chatbots is on the rise, driven by a quest for heightened user interactions. This study introduces…”
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Conference Proceeding -
3
Creating an Advanced Recommendation System Integrating Collaborative Filtering and Social Media Analytics for Enhanced Customer Engagement
Published in 2024 10th International Conference on Communication and Signal Processing (ICCSP) (12-04-2024)“…The rapid expansion of online platforms necessitates sophisticated recommendation systems to enhance user engagement. Leveraging user preferences and social…”
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Conference Proceeding -
4
Constructing a Blockchain-Based Loyalty Program Model for Secure and Transparent Customer Rewards in Retail Marketing
Published in 2024 IEEE 13th International Conference on Communication Systems and Network Technologies (CSNT) (06-04-2024)“…As the retail industry continues to evolve in the digital era, businesses are exploring innovative solutions to enhance customer engagement and loyalty. This…”
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Conference Proceeding -
5
Blockchain-Based Smart Contracts for Supply Chain Management: A Strategic Analysis
Published in 2024 Third International Conference on Intelligent Techniques in Control, Optimization and Signal Processing (INCOS) (14-03-2024)“…The supply chain management sector strategic examination of the blockchain relies smart contract technology employs a comprehensive approach, drawing insights…”
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Conference Proceeding -
6
Enhancing Quantum Machine Learning Algorithms for Optimized Financial Portfolio Management
Published in 2024 Third International Conference on Intelligent Techniques in Control, Optimization and Signal Processing (INCOS) (14-03-2024)“…Advancements in quantum machine learning offer unprecedented potential to revolutionize financial portfolio optimization, maximizing returns while managing…”
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Conference Proceeding -
7
Financial Fraud Detection Using Hybrid Convolutional and Recurrent Neural Networks: An Analysis of Unstructured Data in Banking
Published in 2024 10th International Conference on Communication and Signal Processing (ICCSP) (12-04-2024)“…Financial fraud detection is a critical domain in which the continuous evolution of fraudulent tactics necessitates advanced and adaptive detection mechanisms…”
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Conference Proceeding -
8
The Impact of 5G Technology on Agile Project Management: A Cross-Industry Analysis
Published in 2024 5th International Conference on Intelligent Communication Technologies and Virtual Mobile Networks (ICICV) (11-03-2024)“…Project management and organisation are completely transformed by the introduction of 5G technology, which has brought in a new era of connection. This…”
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Conference Proceeding -
9
Innovative Blockchain Protocol for Enhancing Transaction Security and Integrity in Decentralized Financial Ecosystems
Published in 2024 International Conference on Data Science and Network Security (ICDSNS) (26-07-2024)“…The study proposes a novel approach to fortify transaction security in the digital realm, addressing the pressing need for robust solutions amidst escalating…”
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Conference Proceeding -
10
Healthcare Data Management Optimization Using LSTM and GAN-Based Predictive Modeling: Towards Effective Health Service Delivery
Published in 2024 International Conference on Data Science and Network Security (ICDSNS) (26-07-2024)“…In the rapidly evolving landscape of healthcare, effective data management plays a pivotal role in enhancing health service delivery. This study explores the…”
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Conference Proceeding -
11
Reinforcement Learning-Optimized Trading Strategies: A Deep Q-Network Approach for High-Frequency Finance
Published in 2024 International Conference on Data Science and Network Security (ICDSNS) (26-07-2024)“…High-frequency trading (HFT) in financial markets requires sophisticated strategies to swiftly react to market dynamics and exploit profitable opportunities…”
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Conference Proceeding -
12
Optimizing Mutual Fund Portfolio Management through the Application of Advanced Soft Computing Techniques
Published in 2024 Third International Conference on Electrical, Electronics, Information and Communication Technologies (ICEEICT) (24-07-2024)“…The effective management of mutual fund portfolios is paramount for investors seeking to optimize returns while minimizing risk. However, traditional…”
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Conference Proceeding -
13
Utilizing Recurrent Neural Networks for Predictive Student Performance Analysis in Online Courses
Published in 2024 15th International Conference on Computing Communication and Networking Technologies (ICCCNT) (24-06-2024)“…With the increasing prevalence of online education, the demand for effective tools to assess and predict student performance has grown substantially. This…”
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Conference Proceeding -
14
Proactive Market Crash Prediction: Investigating GNN-LSTM Networks for Early Detection in Stock Markets
Published in 2024 15th International Conference on Computing Communication and Networking Technologies (ICCCNT) (24-06-2024)“…This study examines the combination of graph-based representations with sequential modeling approaches to improve early detection mechanisms, with a focus on…”
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Conference Proceeding -
15
Hybrid Deep Learning and Time Series Analysis for Stock Market Prediction: A Multilayer Perceptron and ARIMA Modelling Approach
Published in 2024 10th International Conference on Advanced Computing and Communication Systems (ICACCS) (14-03-2024)“…Predicting the stock market can be extremely difficult because of the complicated nature of financial markets. Although ARIMA models are good at capturing…”
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Conference Proceeding -
16
Hybrid AI Approach Combining Decision Trees and SVM for Intelligent Tutoring Systems in STEM Education
Published in 2024 10th International Conference on Advanced Computing and Communication Systems (ICACCS) (14-03-2024)“…Intelligent Tutoring Systems (ITS) play a crucial role in STEM education by providing personalized and adaptive learning experiences. However, enhancing…”
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Conference Proceeding -
17
Human Centric Explainable AI for Personalized Educational Chatbots
Published in 2024 10th International Conference on Advanced Computing and Communication Systems (ICACCS) (14-03-2024)“…With an emphasis on creating individualised learning experiences, the use of artificial intelligence (AI) in educational technology has drawn a lot of…”
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Conference Proceeding