Ioannis E. Livieris - Publications, H-index & Citations

Ioannis E. Livieris

University of Peloponnese

28H指数

115论文数

3.2K被引数

收录论文 16

发表时间

Causal-siamese: similarity-based treatment effect estimation with limited data 因果-孪生：基于相似性的有限数据治疗效果估计

Evolving Systems

IF2.7

2026-06-11

PREAI

Ioannis E. Livieris; Niki Kiriakidou; Christos Diou

C-XGBoost model with targeted regularization for treatment effect estimation 带有目标正则化的C-XGBoost模型用于治疗效果估计

Neural Computing and Applications

IF4.5

2026-05-28

PREAI

Niki Kiriakidou; Ioannis E. Livieris; Christos Diou

GeNeX: Genetic Network eXperts Framework for Addressing Validation Overfitting GeNeX：用于解决验证过拟合问题的遗传网络专家框架

IEEE Transactions on Neural Networks and Learning Systems

IF8.9

2026-03-06

PREAI

Emmanuel Pintelas; Ioannis E. Livieris

KG-Tune: Improving embedding models for domain-specific RAG via knowledge graph-driven fine-tuning KG-Tune：通过知识图谱驱动的微调改进领域特定RAG的嵌入模型

Journal of Intelligent Information Systems

IF3.4

2026-01-01

PREAI

Koursaris, Athanasios; Livieris, Ioannis E.; Apostolopoulou, Alexandra; Kanaris, Konstantinos; Tsakalidis, Dimitris; Domalis, George; Karacapilidis, Nikos

Revolutionizing REC management: comparative study of Solana and Ethereum blockchain implementations 革命化REC管理：Solana与Ethereum区块链实施方案的比较研究

Electrical Engineering

IF1.9

2025-12-20

PREAI

Vionis, Panagiotis; Livieris, Ioannis E.; Kotsilieris, Theodore

Convolutional neural network framework for deepfake detection: A diffusion-based approach 用于深度伪造检测的卷积神经网络框架：一种基于扩散的方法

COMPUTER VISION AND IMAGE UNDERSTANDING

IF3.5

2025-06-01

PREAI

Pintelas, Emmanuel; Livieris, Ioannis E.

Feature augmentation-based CNN framework for skin-cancer diagnosis 基于特征增强的CNN框架用于皮肤癌诊断

EVOLVING SYSTEMS

IF2.7

2025-02-06

PREAI

Pintelas, Emmanuel; Livieris, Ioannis E.; Tampakas, Vasilis; Pintelas, Panagiotis

MobileNet-HeX: Heterogeneous Ensemble of MobileNet eXperts for Efficient and Scalable Vision Model Optimization MobileNet-HeX: MobileNet专家的异构集成，用于高效和可扩展的视觉模型优化

BIG DATA AND COGNITIVE COMPUTING

IF4.4

2024-12-27

OAAI

Pintelas, Emmanuel; Livieris, Ioannis E.; Tampakas, Vasilis; Pintelas, Panagiotis

Adaptive augmentation framework for domain independent few shot learning a

KNOWLEDGE-BASED SYSTEMS

IF7.6

2024-09-01

PREAI

Pintelas, Emmanuel; Livieris, Ioannis E.; Pintelas, Panagiotis

A novel forecasting strategy for improving the performance of deep learning models

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2023-11-01

PREAI

Livieris, Ioannis E.

A Convolutional Autoencoder Topology for Classification in High-Dimensional Noisy Image Datasets 用于高维噪声图像数据集分类的卷积自动编码器拓扑

SENSORS

IF3.5

2021-11-20

OAAI

Pintelas, Emmanuel; Livieris, Ioannis E.; Pintelas, Panagiotis E.

An adaptive nonmonotone active set - weight constrained - neural network training algorithm

NEUROCOMPUTING

IF6.5

2019-09-01

PREAI

Livieris, Ioannis E.; Pintelas, Panagiotis

Predicting Secondary School Students' Performance Utilizing a Semi-supervised Learning Approach

JOURNAL OF EDUCATIONAL COMPUTING RESEARCH

IF4.9

2018-01-18

PREAI

Livieris, Ioannis E.; Drakopoulou, Konstantina; Tampakas, Vassilis T.; Mikropoulos, Tassos A.; Pintelas, Panagiotis

A new class of nonmonotone conjugate gradient training algorithms

APPLIED MATHEMATICS AND COMPUTATION

IF3.4

2015-09-01

PREAI

Livieris, Ioannis E.; Pintelas, Panagiotis

A new conjugate gradient algorithm for training neural networks based on a modified secant equation

APPLIED MATHEMATICS AND COMPUTATION

IF3.4

2013-09-01

PREAI

Livieris, Ioannis E.; Pintelas, Panagiotis

Globally convergent modified Perry's conjugate gradient method 全局收敛的修正Perry共轭梯度法

APPLIED MATHEMATICS AND COMPUTATION

IF3.4

2012-05-01

PREAI

Livieris, Ioannis E.; Pintelas, Panagiotis

研究方向