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  • Search: isPartOf:"Utilizing AI and Machine Learning in Financial Analysis"
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Sharma, Vikas 3 Gupta, Puneet Kumar 2 Kaushik, Vineet 2 Kumar, Sanjeev 2 Manoharan, Geetha 2 Selvakumar, P. 2 Talukder, Mohammad Badruddoza 2 Vashishth, Tarun Kumar 2 Aarti 1 Ahirwar, Anamika 1 Ahmad, Fearoz 1 Ahmed, Syed Arfath 1 Al-Romeedy, Bassam Samir 1 Aldboush, Hassan Hamad 1 Alhatabat, Zaidoon Abed 1 Almasria, Nashat Ali 1 Anish, T. P. 1 Ansarullah, Syed Immamul 1 Bagar, Vinod Kumar 1 Bansal, Saloni 1 Bhadouria, Aashi Singh 1 Bhardwaj, Aman Kumar 1 Bhardwaj, Puja 1 Bhoopathy, V. 1 Chauhan, Amit 1 Chavan, Sachin 1 Chhikara, Harshdeep 1 Chhikara, Sumit 1 Darwish, Dina 1 Devapitchai, Joel Jebadurai 1 Dewangan, Shweta 1 Dhawas, Pranali 1 Dheenadhayalan, K. 1 Dodiya, Kiranbhai R. 1 Ershaid, Diala Jehad Ahmad 1 Frederick, Abhishek Janvier 1 Gorakh, Jayshree 1 Gorkhe, Monika 1 Gupta, Lovelesh 1 Haghi, A. K. 1
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Utilizing AI and Machine Learning in Financial Analysis 31
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Revolutionize the Financial Services: Artificial Intelligence in the Finance Sector
Manoharan, Geetha; Darwish, Dina - In: Utilizing AI and Machine Learning in Financial Analysis, (pp. 381-402). 2025
AI is transforming the finance industry. This chapter discusses AI and its implications, advantages, and limitations in finance. We explore Machine Learning (ML) and Deep Learning (DL) methods, which are widely used to analyze massive datasets, find patterns, and anticipate in risk management,...
Persistent link: https://www.econbiz.de/10015541112
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Unleashing the Power of AI: Exploring the Transformative Landscape of Image Analysis
Dodiya, Kiranbhai R.; Kumar, Kapil; Thakar, Akash; … - In: Utilizing AI and Machine Learning in Financial Analysis, (pp. 403-426). 2025
AI-driven image analysis has significantly advanced various fields by improving precision, efficiency, and innovation. Convolutional Neural Networks (CNNs) enhance medical diagnostics through accurate pattern recognition, while Generative Adversarial Networks (GANs) contribute to realistic...
Persistent link: https://www.econbiz.de/10015541113
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ML Use in Fraud Detection in the Financial Sector
Yadav, Sameer; Singh, Archana; Peddapalli, Nagaraj; … - In: Utilizing AI and Machine Learning in Financial Analysis, (pp. 427-448). 2025
Detecting fraud is complex, requiring analysis of vast data over time, making it resource-intensive for human investigators. This chapter explores key forms of financial fraud, including those involving corporations, banks, and insurance sectors. It provides a thorough evaluation of various...
Persistent link: https://www.econbiz.de/10015541114
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AI-Powered Financial Inclusion: Bridging the Gap for the Unbanked
Surenthran David, P.; Dheenadhayalan, K.; Pruno Suson, W.; … - In: Utilizing AI and Machine Learning in Financial Analysis, (pp. 449-480). 2025
Financial inclusion is crucial for both economic growth and decreasing poverty levels, however, around 1.7 billion adults worldwide still do not have access to banking services. AI-driven financial technologies offer creative solutions to close this divide through offering easy, cost-effective,...
Persistent link: https://www.econbiz.de/10015541115
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Applications of Generative AI in Fintech
Toshniwal, Ritu; Sethi, Alpa; Jangir, Kshitiz; Vaidya, Rishi - In: Utilizing AI and Machine Learning in Financial Analysis, (pp. 481-490). 2025
Thanks to Artificial intelligence who has given this banking and finance industry a new boom and so many novel approaches to fulfil the consumer requests and innovate new approaches to simpler, pay out, save and increasing the wealth. Artificial intelligence in finance changes how individuals...
Persistent link: https://www.econbiz.de/10015541116
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The Future of Machine Learning and Artificial Intelligence in Finance
ul Islam, Muhammad Idrees; Ahmad, Fearoz; Viqar-u-Nissa; … - In: Utilizing AI and Machine Learning in Financial Analysis, (pp. 491-508). 2025
This chapter examines the transformative impact of Artificial Intelligence (AI) and Machine Learning (ML) on the financial sector. It traces the evolution of AI and ML in finance from the 1980s to their current advanced applications, highlighting key applications such as algorithmic trading,...
Persistent link: https://www.econbiz.de/10015541117
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Importance of Using AI and ML in the Financial Sector for Risk Prevention and Management
Vashishth, Tarun Kumar; Sharma, Vikas; Kaushik, Vineet; … - In: Utilizing AI and Machine Learning in Financial Analysis, (pp. 509-530). 2025
The financial sector has increasingly recognized the transformative potential of Artificial Intelligence (AI) and Machine Learning (ML) for risk prevention and management. This paper explores the pivotal role these technologies play in enhancing the accuracy and efficiency of risk assessment,...
Persistent link: https://www.econbiz.de/10015541118
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Artificial Intelligence in the fields of Financial Management and Hospitality
Talukder, Mohammad Badruddoza; Kabir, Firoj; Haghi, A. K. - In: Utilizing AI and Machine Learning in Financial Analysis, (pp. 531-554). 2025
AI improving efficiency, personalization, and decision-making in financial management and hospitality is the focus of this chapter. AI has enhanced data analysis, predictive modeling, and automated decision-making in finance. AI boosts productivity and manages large data sets, addressing...
Persistent link: https://www.econbiz.de/10015541119
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Blockchain-Driven Innovations in the Banking and Financial Sectors: Harnessing the Power of Automated Machine Learning
Vashishth, Tarun Kumar; Sharma, Vikas; Kaushik, Vineet; … - In: Utilizing AI and Machine Learning in Financial Analysis, (pp. 555-578). 2025
The banking and financial sectors are transforming through the integration of blockchain and automated machine learning (ML). This chapter explores their combined potential to revolutionize traditional financial processes, enhancing efficiencies, transparency, and risk management. Blockchain's...
Persistent link: https://www.econbiz.de/10015541120
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Predictive Analytics in Finance: Leveraging AI and Machine Learning for Market Forecasting
Sharma, Vikas; Sah, Basant; Sahni, Neha; Palaniappan, Ramya - In: Utilizing AI and Machine Learning in Financial Analysis, (pp. 579-596). 2025
This research paper delves into the transformative role of predictive analytics in finance, specifically focusing on leveraging artificial intelligence (AI) and machine learning (ML) for market forecasting. The financial industry is increasingly turning to AI and ML to gain a competitive edge by...
Persistent link: https://www.econbiz.de/10015541121
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