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6 articles for “Algorithmic Trading”
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The Accuracy Paradox in AI Equity Markets: A Regime-AwareTrading Strategy using XGBoost and Walk-Forward Optimization
Abstract: This study investigates the “Accuracy Paradox” in algorithmic equity trading by examining whether a machine learning model with near-random directional prediction accuracy can still generate profitable trading outcomes when combined with effective risk- management and market-regime rules. An XGBoost classifier was developed and evaluated using approximately six years of daily market data from five major technology stocks—NVIDIA, Apple, Microsoft, Alphabet, and Meta—covering the period from January 2020 to February 2026. …
Published in NOLEGEIN Journal of Financial Planning and Management · Vol. 9, Issue 2, 2026 Read article
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Algorithmic Trading on Trading Systems
Abstract: Stock market analysis is a platform for evaluating Indian enterprises on the National Stock Exchange of India which has over 5000 listed companies. The benefits of algorithmic trading are numerous. With a hybrid model based on LS-SVM (Least Squares Support Vector Machines), we can make more money. To avoid overfitting, use a square support vector machine (SVM) combining different modules such as analysis, prediction, and stock guru analysis, search, developer, …
Published in NOLEGEIN Journal of Global Marketing · Vol. 5, Issue 1, 2022 Read article
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Ethics in Industry 5.0: Responsible Innovation & Governance
Abstract: Industry 5.0 emphasizes human-centric, sustainable, and resilient growth, moving beyond purely technology-driven industrial models. This paper explores the ethical challenges and governance frameworks necessary to ensure responsible innovation within this evolving paradigm. Industry 5.0 reframes the industrial transition by centering human wellbeing, environmental sustainability, and systemic resilience alongside rapid technological advancement. It highlights the need to balance automation with human values, ensuring that technological progress does not compromise dignity, equity, …
Published in NOLEGEIN Journal of Business Ethics, Ethos & CSR · Vol. 9, Issue 1, 2026 · pp. 6–9 Read article
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A Study on Herd Behaviour in Stock Markets and ItsImpact on Market Performance
Abstract: Herd behaviour refers to the natural tendency to imitate the actions of a larger group rather than relying on one’s own judgment. This study aims to explore herd behaviour in stock markets and evaluate its influence on overall market performance from a behavioural finance perspective. Employing a qualitative approach, the research aims to understand herd behaviour, identify key influencing factors, and connect these behavioural patterns to investor decision-making in stock …
Published in NOLEGEIN Journal of Financial Planning and Management · Vol. 9, Issue 2, 2026 · pp. 1–9 Read article
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Enhancing agriculture supply chains through regional demand forecasting with Machine Learning Algorithms
Abstract: With the stats analysis of 2014 of Our Country Agricultural supply chain faces a significant inefficiencies as the intermediate stakeholders capture the large portion of the value, in this scenario farmers only earn about 31 to 43 percent of final market price. This imbalance contributes to higher consumers expenditures and unequal income distribution and substantial post harvest waste. To tackle these challenges this research introduces kisaankart which is a machine …
Published in NOLEGEIN Journal of Supply Chain and Logistics Management · Vol. 9, Issue 1, 2026 · pp. 8–15 Read article
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Decentralized Finance (DeFi) versus Traditional Finance in India: RegulatoryChallenges, Emerging Opportunities, and Security Risk Governance
Abstract: The conventional financial system in India, which oversees assets worth more than ₹220 trillion and provides services to more than 500 million account holders, is facing a new challenge from the fast expansion of blockchain-based decentralised finance (DeFi) protocols. This is an unprecedented turning point in the country's financial ecosystem. There are pressing concerns regarding the regulatory framework, systemic opportunities, and security governance frameworks suitable for India's specific socioeconomic situation …
Published in NOLEGEIN Journal of Financial Planning and Management · Vol. 9, Issue 2, 2026 Read article