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Ananthi, G. 1 Arivarasi, A. 1 Gugulothu, Shankar 1 Gupta, Swati 1 Jain, Sagar 1 Kamal, Roop 1 Kant, Shashi 1 Kapur, Soham 1 Kumar, Pawan 1 Kumar, Shiomm 1 Mahajan, Shilpa 1 Mittal, Shashank 1 Nadeem, Rashid 1 Nandhini, M. 1 Pandit, Rajat 1 Podder, Amitava 1 Roy, Piyal 1 Selva Nidhyananthan, S. 1 Selvaraj, Santhi 1 Sharma, Ragni 1 Uma, V. 1 Vijarania, Meenu 1
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Understanding AI Decisions, Computer Vision, and Management Analytics 9
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Applications of NLP in Customer Service, Sentiment Analysis, and Market Research
Roy, Piyal; Pandit, Rajat; Podder, Amitava - In: Understanding AI Decisions, Computer Vision, and …, (pp. 1-26). 2026
Natural Language Processing (NLP) is transforming the customer experience and transforming businesses into data-driven ones. NLP technologies enable personalized customer relations and machine-like service completion through chatbots and virtual assistants. These tools use artificial...
Persistent link: https://www.econbiz.de/10015649821
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Applications of Sentiment Analysis on Customer Service by Mediation of Market Research in the Horn of Africa
Kant, Shashi; Mittal, Shashank; Kumar, Pawan - In: Understanding AI Decisions, Computer Vision, and …, (pp. 27-48). 2026
The main facets of digital transformation and their effects on the retail industry are covered in this chapter. Digital transformation and its significance in the current corporate environment are defined at the beginning of the chapter. It talks about how the retail industry is changing as a...
Persistent link: https://www.econbiz.de/10015649822
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Entertainment Revolution and Applications of Machine Learning Innovations
Kapur, Soham; Arivarasi, A. - In: Understanding AI Decisions, Computer Vision, and …, (pp. 49-76). 2026
The entertainment industry, comprising a vast array of technical and non-technical domains, sees a massive explosion with every new form of accessibility – beginning from street plays to printed books, then on to television and finally digital content. Considering the role of entertainment as...
Persistent link: https://www.econbiz.de/10015649823
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Predictive Modelling of Drivers' Positions in Formula 1 Racing Using Ensemble Machine Learning
Mahajan, Shilpa; Sharma, Ragni - In: Understanding AI Decisions, Computer Vision, and …, (pp. 77-104). 2026
Formula 1 racing is a data-driven sport, where applying data science techniques can provide competitive edge. This chapter explores machine learning models to predict driver positions on a given racetrack. Utilizing machine learning models like Random Forest, Gradient Boosting, Support Vector...
Persistent link: https://www.econbiz.de/10015649824
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Smart Logistics: Designing and Implementing AI-Driven Decision Support Systems
Kamal, Roop - In: Understanding AI Decisions, Computer Vision, and …, (pp. 105-130). 2026
This chapter explores the transformative impact of these systems on logistics, highlighting their role in optimizing operations, enhancing decision-making, and improving overall efficiency. The chapter also examines implementation strategies, including the integration of machine learning models,...
Persistent link: https://www.econbiz.de/10015649825
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Deep Learning-Based Poly Cystic Ovarian Syndrome Disease Prediction
Selvaraj, Santhi; Selva Nidhyananthan, S.; Ananthi, G. - In: Understanding AI Decisions, Computer Vision, and …, (pp. 131-146). 2026
PCOS is a condition which leads to growth of ovarian cysts and prevalent endocrine disorder in child bearing women which can lead to infertility during the upcoming years. It causes hormonal imbalance and issues with metabolism thereby affecting the overall health and appearance. Some of the...
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Deep Learning in Medical Imaging: Improving Diagnostics of Brain Tumors Using Neural Networks via Classification Task
Vijarania, Meenu; Gupta, Swati; Jain, Sagar; Kumar, Shiomm - In: Understanding AI Decisions, Computer Vision, and …, (pp. 147-174). 2026
Brain tumor is one of the most fatal diseases in the world. As per the WHO cancer is the 2nd leading cause of death globally and around 9.6 million people died in 2018. Tumors are of 2 types: Benign and malignant. Benign tumors are usually not dangerous as they do not spread to other parts of...
Persistent link: https://www.econbiz.de/10015649827
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Presenting the Methodologies, Challenges, and Opportunities in Underwater Target Recognition
Nadeem, Rashid; Uma, V. - In: Understanding AI Decisions, Computer Vision, and …, (pp. 175-208). 2026
This chapter explains the significance of Underwater Target Recognition (UTR) for marine research, defence, and exploration, focusing on the challenges posed by the unique underwater environment. It begins by examining the difficulties of underwater sensing and introduces Reinforcement Learning...
Persistent link: https://www.econbiz.de/10015649828
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Towards Secure Smart Contracts: An AI-Enhanced Framework for Vulnerability Detection
Gugulothu, Shankar; Nandhini, M. - In: Understanding AI Decisions, Computer Vision, and …, (pp. 209-238). 2026
Smart contracts, serving as self-executing programs on blockchain platforms, have emerged as a key innovation for enhancing data security. Despite advancements in both blockchain technology and smart contracts (SCs), Ethereum-based SCs remain vulnerable to security breaches. Exploitation of...
Persistent link: https://www.econbiz.de/10015649829
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