[HTML][HTML] How can artificial intelligence help customer intelligence for credit portfolio management? A systematic literature review

A Amato, JR Osterrieder, MR Machado - International Journal of Information …, 2024 - Elsevier
In this era of Big Data and the advancement of sophisticated analytical techniques, the
financial industry has the capacity to implement innovative technologies within their systems …

[HTML][HTML] Literature review of explainable tabular data analysis

H O'Brien Quinn, M Sedky, J Francis, M Streeton - Electronics, 2024 - mdpi.com
Explainable artificial intelligence (XAI) is crucial for enhancing transparency and trust in
machine learning models, especially for tabular data used in finance, healthcare, and …

[PDF][PDF] Optimizing decision-making through customer-centric market basket analysis

EMJ Hoque, MS Islam… - Journal of Operational and …, 2024 - researchgate.net
In the realm of understanding consumer purchasing behaviors and refining decision-making
across diverse sectors, Market Basket Analysis (MBA) emerges as a pivotal technique …

Explainable AI In E-Commerce: Enhancing Trust And Transparency In AI-Driven Decisions

M Sarkar, MHO Rashid, MR Hoque… - Innovatech …, 2025 - journal.aimintlllc.com
This study explores the transformative role of Explainable Artificial Intelligence (XAI) in e-
commerce, focusing on its potential to enhance consumer trust, transparency, and regulatory …

Customer Segmentation through RFM Analysis and K-means Clustering: Leveraging Data-Driven Insights for Effective Marketing Strategy

ON Akande, HB Akande, EO Asani… - … and Business for …, 2024 - ieeexplore.ieee.org
Consumer segmentation is a very effective methodology that could enable organizations to
gain a deeper comprehension of their consumer base and customize their tactics …

Intelligent wearable vision systems for the visually impaired in Saudi Arabia

FM Talaat, W El-Shafai, NF Soliman, AD Algarni… - Neural Computing and …, 2025 - Springer
Navigating the world with visual impairments presents unique challenges, often limiting
independence and safety. This research introduces SafeStride, a novel algorithm designed …

The role of IoT and XAI convergence in the prediction, explanation, and decision of customer perceived value (CPV) in SMEs: a theoretical framework and research …

K Abrokwah-Larbi - Discover Internet of Things, 2025 - Springer
The goal of this study is to look at how the convergence of IoT and XAI (IoT-XAI) effects the
explanation, prediction, and decision-making on customer perceived value (CPV) in SMEs …

Customer segmentation in the digital marketing using a Q-learning based differential evolution algorithm integrated with K-means clustering

G Wang - PloS one, 2025 - journals.plos.org
Effective and well-structured customer segmentation enables organizations to accurately
identify and comprehend the distinct characteristics and needs of various customer groups …

[HTML][HTML] Personalized marketing: Leveraging AI for culturally aware segmentation and targeting

FA Alijoyo, TSA Aziz, N Omer, N Yusuf… - Alexandria Engineering …, 2025 - Elsevier
In today's competitive global market, personalized marketing is crucial for businesses aiming
to engage diverse audiences effectively. This study examines the potential of AI-driven …

Role of data-driven marketing in develo** lasting customer relationships

HB B'chir - Data-Driven Marketing for Strategic Success, 2024 - igi-global.com
Data-driven marketing (DDM) is a marketing approach using AI technologies to optimize
marketing activities intended to deliver value to customers. It involves collecting and …