Alexandra Theodoropoulou

University of Patras

8H指数

18论文数

355被引数

收录论文 12

发表时间

Consumer Behavior Analysis in Digital Marketing Using AI and Big Data Analytics: A Narrative Review and Methodological Taxonomy 利用人工智能和大数据分析进行数字营销中的消费者行为分析：一项叙事性综述和方法论分类

Wiley Interdisciplinary Reviews-Data Mining and Knowledge Discovery

IF11.7

2026-07-28

OAAI

Leonidas Theodorakopoulos; Alexandra Theodoropoulou

Big Data Analytics for Geospatial Decision-Making in Smart Cities: A Review of Spatial Data, GeoAI and Urban Digital Twins 大数据分析在智慧城市地理空间决策中的应用：空间数据、GeoAI和城市数字孪生的综述

ISPRS International Journal of Geo-Information

IF2.8

2026-06-24

OAAI

Leonidas Theodorakopoulos; Alexandra Theodoropoulou

Business Intelligence and Business Process Management in the Era of Generative AI: A Review of Big Data Analytics, Process Mining, and Decision Support Systems 生成式人工智能时代的商业智能与业务流程管理：大数据分析、流程挖掘和决策支持系统综述

Applied Sciences-Basel

IF2.5

2026-05-07

OAAI

Theodorakopoulos, Leonidas; Theodoropoulou, Alexandra

Big Data and Graph Deep Learning for Financial Decision Support from Social Networks: A Critical Review 社会网络金融决策支持中的大数据与图深度学习：一项批判性综述

Electronics

IF2.6

2026-04-07

OAAI

Leonidas Theodorakopoulos; Alexandra Theodoropoulou

LLMs for Integrated Business Intelligence: A Big Data-Driven Framework Integrating Marketing Optimization, Financial Performance, and Audit Quality LLMs用于集成商业智能：一个整合营销优化、财务绩效和审计质量的大数据驱动框架

Big Data and Cognitive Computing

IF4.4

2026-04-05

OAAI

Leonidas Theodorakopoulos; Aristeidis Karras; Alexandra Theodoropoulou; Christos Klavdianos

Cognitive Bias Mitigation in Executive Decision-Making: A Data-Driven Approach Integrating Big Data Analytics, AI, and Explainable Systems 高管决策中的认知偏见缓解: 一种集成大数据分析、人工智能和可解释系统的数据驱动方法

Electronics

IF2.6

2026-03-03

OAAI

Leonidas Theodorakopoulos; Alexandra Theodoropoulou; Constantinos Halkiopoulos

Towards LLM-Driven Cybersecurity in Autonomous Vehicles: A Big Data-Empowered Framework with Emerging Technologies 面向自主车辆LLM驱动的网络安全：一个借助新兴技术的大数据赋能框架

Machine Learning and Knowledge Extraction

IF6

2026-02-12

OAAI

Aristeidis Karras; Leonidas Theodorakopoulos; Christos Karras; Alexandra Theodoropoulou

Big Data Analytics and AI for Consumer Behavior in Digital Marketing: Applications, Synthetic and Dark Data, and Future Directions 数字营销中消费者行为的大数据分析和AI: 应用，合成和暗数据以及未来方向

Big Data and Cognitive Computing

IF4.4

2026-02-02

OAAI

Leonidas Theodorakopoulos; Alexandra Theodoropoulou; Christos Klavdianos

LLMs for Cybersecurity in the Big Data Era: A Comprehensive Review of Applications, Challenges, and Future Directions 大数据时代网络安全的LLMs: 应用，挑战和未来方向的全面回顾

INFORMATION

IF2.9

2025-11-04

OAAI

Karras, Aristeidis; Theodorakopoulos, Leonidas; Karras, Christos; Theodoropoulou, Alexandra; Kalliampakou, Ioanna; Kalogeratos, Gerasimos

MCMC Methods: From Theory to Distributed Hamiltonian Monte Carlo over PySpark MCMC方法：从理论到基于PySpark的分布式哈密顿蒙特卡洛

ALGORITHMS

IF2.1

2025-10-17

PREAI

Karras, Christos; Theodorakopoulos, Leonidas; Karras, Aristeidis; Krimpas, George A.; Bakalis, Charalampos-Panagiotis; Theodoropoulou, Alexandra

NeuralACT: Accounting Analytics Using Neural Network for Real-Time Decision Making From Big Data

IEEE ACCESS

IF3.6

2025-01-01

OAAI

Theodorakopoulos, Leonidas; Theodoropoulou, Alexandra; Kampiotis, Georgios; Kalliampakou, Ioanna

Leveraging Big Data Analytics for Understanding Consumer Behavior in Digital Marketing: A Systematic Review

HUMAN BEHAVIOR AND EMERGING TECHNOLOGIES

IF3

2024-10-24

OAAI

Theodorakopoulos, Leonidas; Theodoropoulou, Alexandra

研究方向