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Srinivasa Rao Challa

Independent

SCHOLARLY PAPERS

10

DOWNLOADS

1,371

TOTAL CITATIONS

9

Scholarly Papers (10)

1.
Downloads 463 (159,122)

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Behavioral Finance, Financial Advisory, Cognitive Biases, Risk Management, Investment Decisions, Psychological Mechanisms, Financial Consulting, Investor Psychology, Demographic Data, Social Data, Risk Preferences, Portfolio Management, Wealth Accumulation, Financial Consultants, Young Investors, Elderly Investors, Self-Efficacy, Quiet Life Hypothesis, Professional Investment, Financial Advice

2.
Downloads 211 (369,861)

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AI Optimization, Intelligent Supply Chains, Payment Systems Security, Cryptographic Security, Tax Compliance, Audit Efficiency, Machine Learning, Blockchain Technology, Digital Signature, Reinforcement Learning, Supply Chain Cost Minimization, Fraud Detection, Financial Auditing, Taxation Algorithms, Transaction Verification Mathematical Statistician and Engineering Applications

3.
Downloads 175 (442,467)

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Digital Banking, Technology Disruption, Financial Landscape, Market Share, Credit-Builder Loans, Paycheck Advances, Consumer Behavior, Economic Inclusivity, Debt Repayment, Client Demographics, Low-Income Clients, Borrowing Behavior, Financial Firms, Credit Scores, Cash Flows, Repayment Patterns, Digital Bank Clients, Financial Products, Dataset Analysis, Economic Implications, Financial Inclusion

4.
Downloads 156 (511,933)

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0009-0008-4328-250X 3. Balaji Adusupalli, Insurity Lead -Small commercial Insurance, ACE American Insurance -CHUBB, ORCID: 0009-0000-9127-9040 4. Jeevani Singireddy, Sr. Software Engineer, Intuit Inc., Temecula, CA, ORCID ID: 0009-0002-6636-853X 5. Srinivasarao Paleti, Assistant Consultant, TCS, Iselin, NJ, ORCID ID : 0009-0001-2495-7793 Intelligent Technologies, Digital Platforms, Cloud Solutions, Machine Learning, Robotic Process Automation, Artificial Intelligence, Privacy-Preserving Analytics, Scalable Processing, Mortgage Transactions, Risk Management, Financial Ecosystem, Interactive Chatbot, Enterprise Workflows, Spatial Intelligence, Visualization Tools

Unifying Temporal Reasoning and Agentic Machine Learning: A Framework for Proactive Fault Detection in Dynamic, Data-Intensive Environments

Number of pages: 17 Posted: 07 May 2025
Independent, affiliation not provided to SSRN, Independent, Independent and affiliation not provided to SSRN
Downloads 64 (1,006,630)

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Time Series Data, Fault Detection, Temporal Dependencies, Asymmetric Agents, Synchronicity, Time Granularity, Alarm Tuning, Anomaly Detection, Temporal Logic, Temporal Pattern Mining, Multiagent Reinforcement Learning, Agentic ML, Temporal Reasoning, Explanatory Models, Temporal Agentic Fault Detection, Proactive Alerts, False Positives, Complex Nonstationary Environments, Research Collaboration, Temporal Model, Multi-Criteria Time-Based Search, Temporal Multi-Armed Bandit Functions, Semantic Entity Relationships, Agentic Objective Functions, Temporal Scale, Immediate to Multiweek Backup

Unifying Temporal Reasoning and Agentic Machine Learning: A Framework for Proactive Fault Detection in Dynamic, Data-Intensive Environments

Number of pages: 17 Posted: 07 May 2025
Independent, Gudlavalleru Engineering College - Computer Science Department, Independent, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 28 (1,385,838)

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Time Series Data, Fault Detection, Temporal Dependencies, Asymmetric Agents, Synchronicity, Time Granularity, Alarm Tuning, Anomaly Detection, Temporal Logic, Temporal Pattern Mining, Multiagent Reinforcement Learning, Agentic ML, Temporal Reasoning, Explanatory Models, Temporal Agentic Fault Detection, Proactive Alerts, False Positives, Complex Nonstationary Environments, Research Collaboration, Temporal Model, Multi-Criteria Time-Based Search, Temporal Multi-Armed Bandit Functions, Semantic Entity Relationships, Agentic Objective Functions, Temporal Scale, Immediate to Multiweek Backup

Scalability and Efficiency in Distributed Big Data Architectures: A Comparative Study

Number of pages: 10 Posted: 06 May 2025
BVRIT Hyderabad, College of Engineering for Women, Independent, Independent, affiliation not provided to SSRN and Senior Software Engineer
Downloads 49 (1,095,444)

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Big Data, Distributed Computing, Apache Spark, Apache Flink, Machine Learning

Scalability and Efficiency in Distributed Big Data Architectures: A Comparative Study

Number of pages: 10 Posted: 06 May 2025
Srinivasa Rao Challa
Independent
Downloads 20 (1,500,232)

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Big Data, Distributed Computing, Apache Spark, Apache Flink, Machine Learning

7.

Strategic Financial Growth: Strengthening Investment Management, Secure Transactions, and Risk Protection in the Digital Era

Number of pages: 12 Posted: 06 May 2025
Independent, Independent, affiliation not provided to SSRN, affiliation not provided to SSRN and ACE American Insurance-CHUBB,
Downloads 65 (933,592)

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Digital Investment Strategies, Portfolio Diversification, Cryptocurrency Security, Blockchain Technology, Risk-Adjusted Return, Secure Payment Systems, Financial Data Encryption, Asset Allocation Models, Financial Cybersecurity, Smart Contracts, Hedging Strategies, Artificial Intelligence in Finance, Risk Management Frameworks, Decentralized Finance (DeFi), Regulatory Compliance in Finance

Leveraging Artificial Intelligence for Secure and Efficient Payment Systems: Transforming Financial Transactions, Regulatory Compliance, and Wealth Optimization

Number of pages: 36 Posted: 06 May 2025
Independent, Independent, affiliation not provided to SSRN, affiliation not provided to SSRN and Independent
Downloads 39 (1,224,220)

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AI-Driven Payments, Secure Transactions, Payment System Efficiency, Fraud Detection, Digital Payment Innovation, E-Commerce Integration, Transaction Transparency, Automated Risk Management, Real-Time Processing, Consumer Accessibility, Cost Optimization, On-Demand Economy, Payment Security, Machine Learning in Payments, AI-Powered Fraud Prevention, Financial Inclusion, Predictive Analytics, Regulatory Compliance, Digital Wallets, Economic Impact

Leveraging Artificial Intelligence for Secure and Efficient Payment Systems: Transforming Financial Transactions, Regulatory Compliance, and Wealth Optimization

Number of pages: 36 Posted: 06 May 2025
Independent, Independent, affiliation not provided to SSRN and Independent
Downloads 24 (1,445,011)

Abstract:

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AI-Driven Payments, Secure Transactions, Payment System Efficiency, Fraud Detection, Digital Payment Innovation, E-Commerce Integration, Transaction Transparency, Automated Risk Management, Real-Time Processing, Consumer Accessibility, Cost Optimization, On-Demand Economy, Payment Security, Machine Learning in Payments, AI-Powered Fraud Prevention, Financial Inclusion, Predictive Analytics, Regulatory Compliance, Digital Wallets, Economic Impact

Mathematical Statistician and Engineering Applications

Number of pages: 21 Posted: 14 May 2025
Srinivasa Rao Challa
Independent
Downloads 27 (1,415,710)

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Mathematical Statistician and Engineering Applications

Number of pages: 20 Posted: 06 May 2025
Srinivasa Rao Challa
Independent
Downloads 24 (1,473,203)

Abstract:

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AI Optimization, Intelligent Supply Chains, Payment Systems Security, Cryptographic Security, Tax Compliance, Audit Efficiency, Machine Learning, Blockchain Technology, Digital Signature, Reinforcement Learning, Supply Chain Cost Minimization, Fraud Detection, Financial Auditing, Taxation Algorithms, Transaction Verification Mathematical Statistician and Engineering Applications

10.
Downloads 26 (1,399,036)
Citation 9

Abstract:

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AI Optimization, Intelligent Supply Chains, Payment Systems Security, Cryptographic Security, Tax Compliance, Audit Efficiency, Machine Learning, Blockchain Technology, Digital Signature, Reinforcement Learning, Supply Chain Cost Minimization, Fraud Detection, Financial Auditing, Taxation Algorithms, Transaction Verification Mathematical Statistician and Engineering Applications