Advanced Data Analytics, Machine Learning and AI in Business

Edited by Ali Emrouznejad (), Sotirios Bersimis () and Dimitrios A. Georgakellos ()

in Lecture Notes in Operations Research from Springer, currently edited by Jalin Yan

Date: 2026
ISBN: 978-3-032-23493-3
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Chapters in this book:

Introduction and Summary of ICBAP 2025

Ali Emrouznejad, Sotiris Bersimis and Dimitrios A. Georgakellos

The Dynamics of Knowledge Growth in Business Intelligence and Analytics: A Bibliometric Investigation

Violeta Cvetkoska, Bojan Kitanovikj, Tina Nartnik, Jurij Jaklič and Gordana Savić

AI for Business Analytics in Logistics and Supply Chain Management: Current Streams and Future Trends of Research

Laabidi Mokhtar and Gattoufi Said

DEA Meets AI in the Context of M&A: A Three-Decade Evolution and Research Outlook

Nabil Ktifi and Said Gattoufi

AI for Medical Waste Management: A Bibliometric Analysis

Mohamed Laabidi and Said Gattoufi

Pharmaceutical Product Optimization Using Artificial Intelligence and Machine Learning: A Comprehensive Bibliometric Analysis

Sabrine Khemiri and Said Gattoufi

Evolution of Portfolio Selection Literature: A Bibliometric Study with Emphasis on AI, ML, and DEA Models

Abir Jendoubi and Said Gattoufi

Systematic Analysis of Data Envelopment Analysis (DEA) in Latin America 2000–2024

Francisco Vargas Serrano, Marisol Arvizu Armenta and Ayhan Gölcükcü

Real Time Monitoring of Data Streams by Exploiting ML and Process Monitoring Techniques: An Overview

Kyriakos Skarlatos and Sotiris Bersimis

How Does Generative AI Rewire Organizations? a Deep Dive into Its Role as a Strategic Actor

Daniel Fernando Olmedo Mejía and Violeta Cvetkoska

AI-Augmented Business Analytics in Innovative Startups

Ketevan Nozadze and Keti Tskhadadze

Empowering Climate Risk Management Through Generative AI Innovation

Michail Makris, Andreas Fousteris and Sotirios Bersimis

Evaluating the Challenges in Integrating Business Analytics into ISO 9001-Based Quality Management Systems: A Best-Worst Method Approach

Panos T. Chountalas, Natalia Chatzifoti and Maria D. Karvounidi

The Role of AI in Enhancing Privacy, Trust and Security in CBDC Systems: Explanatory Study in Oman

Moaz Gharib, Mohammed Alsatouf, Ashish Trivedi and Marwa Alshanfari

Technology Usage Patterns of E-Commerce Companies: A Case Study of the United Arab Emirates (UAE)

Mohamed Zoghbour and Gurdal Ertek

Navigating the Future: Addressing the Challenges of Integrating Artificial Intelligence in Accounting Education in the UAE

Ahmad Hayek, Mirjana Sejdini, Nora Azima Noordin, Alya Humaid Obaid Sultan Ghudair, Sarah Eissa Ramadhan Shareef Eissa, Marwa Abdalla Alsallani Alansaari, Alia Mohammad Khalfan Alshamsi, Salama Khalfan Saif Alsuwaidi, Fatema Ebrahim Mohamed Alkaabi and Mariam Majed Abdulla Hasan Majed

Measuring Learner Performance to Support Educational Management Using Waiting-Time Distributions

Zoi Bartsioka, Sotiris Bersimis and Petros E. Maravelakis

A Comparative Assessment of Face-to-Face, Videoconference and Digital Employment Interviews

Nancy Bouranta and Alexandra-Paraskevi Chytiri

Data-Driven Insights on Gender Reforms and Shareholder Payout Behavior

Eirini Georgaroudaki, Eleni Didaskalou, Alexandra Alexandropoulou and Konstantina Agoraki

From Measurement to Prediction: Supervised Topic Modelling and Ex-Ante Forecasting of Behavioral Customer Engagement

Siwei Xiao

Optimising Digital Advertising Using Generative AI: A Design Science Approach to Keyword Generation and Decision Support

Syed Farhan and Colin Fu

Large Language Models for Fake News Detection in Business Intelligence Pipelines: A Comparative Study

Alaa Marshan, Athina Ioaanou and Colin Fu

Understanding Visitor Experience in the Hospitality and Tourism Sector Through Text Analytics: A Case Study from a Greek Tourism Destination

Ioannis Katsanakis, Georgia Zouni, Myrsini-Sofia Nika and Stavros Kefalas

Rental Market Segmentation with Clustering: A Case Study of the Dubai Real Estate Market

Mohamed Zoghbour, Mohamed Yusuf Hassan and Gurdal Ertek

Data-Driven Insights into HVAC Plant Performance: Regression Versus Random Forest on Real-World Manufacturing Data

Omer Iqbal

Failure Pattern Recognition for Predictive Maintenance with Changepoint Detection and Process Mining

Alexandros Bousdekis and Georgia Theodoropoulou

Predictive Business Process Monitoring with Transfer Learning

Nikolaos Chatziminas and Alexandros Bousdekis

A Simulation Modeling Approach to Optimize Order Policy for Critical Helicopter Spare Parts Under Uncertainty

Ioannis Tsemperlides, Pavlos Eirinakis and Dimitrios Emiris

Integration of Machine Learning and DEA to Evaluate Efficiency of Adriatic Container Ports

Mozhgan Mansouri Kaleibar and Evelin Krmac

Evaluating Strategic Efficiency to Create Meaningful Futures: A Conceptual DEA Model for Comparing Higher Education Prioritization Across Contexts

Aldo Valencia, Violeta Cvetkoska, Bojan Kitanovikj, Ljupcho Eftimov and Alison Pearce

The Assessment of Quantum Computing Platforms for Data Envelopment Analysis

Ibrahim H. Osman and Soha Maad

An International Benchmarking of Tunisian Banks in Terms of Risk Management Using Data Envelopment Analysis (DEA) with Undesirable Variables

Anis Ezzeddine and Said Gattoufi

Tax Collection Efficiency in Selected OECD Countries: Evidence from Advanced DEA Extensions

Ebrahim Rezaei and Josef Jablonsky

Calibration of Spread Option Pricing with Liquidity Impact

Shuming Zhang and Traian A. Pirvu

ADAPT: Adaptive Decision Analysis for Portfolio Trading: A GenAI Driven Approach

Mohammad Dehghani and Violeta Cvetkoska

Determing Audit Materiality Using AI

Nikolaos Belesis, Christos Kampouris, Andreas Fousteris and Antonios Vasilatos

A Comprehensive Analysis of the Opportunities and Challenges of Digital Technologies' Contribution to Sustainable Community-Based Tourism

Omar Durrah, Islam Elbayoumi Salem, Eslam Ahmed Fathy, Amr Fouad and Ahmed Mohamed Elbaz

Designing a Conceptual Framework for a Knowledge Hub in Tourism Destinations: Data Integration Across Ecosystem Stakeholders

Ioannis Katsanakis, Georgia Zouni and Varvara Bampa

Leveraging Data-Driven Techniques to Assess the Economic Burden of Alzheimer’s Disease and Anxiety Disorders

Elisavet Nika, Athanasios Sachlas, Thomas Tsiampalis, Panagiotis Alexopoulos and Dimitrios A. Georgakellos

Using Epidemiology to Shape Health Economics and Reduce Non-Communicable Diseases

Demosthenes Panagiotakos and Panagiotis Stafylas

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DOI: 10.1007/978-3-032-23493-3

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