Nairouz Mrabah - Publications, H-index & Citations

Nairouz Mrabah

University of Quebec at Montreal

7H指数

27论文数

242被引数

收录论文 8

发表时间

A Unified Perspective for Learning Graph Representations Across Multi-Level Abstractions 多级抽象下学习图表示的统一视角

IEEE Transactions on Knowledge and Data Engineering

IF10.4

2026-04-09

PREAI

Mohamed Mahmoud Amar; Nairouz Mrabah; Mohamed Bouguessa; Abdoulaye Baniré Diallo

Modeling heterophily in multiplex graphs: An adaptive approach for node classification 模拟多重网络中的异质性：节点分类的自适应方法

Expert Systems with Applications

IF7.5

2026-04-09

PREAI

Kamel Abdous; Nairouz Mrabah; Mohamed Bouguessa

Rethinking deep clustering paradigms: Self-supervision is all you need 重新思考深度聚类范式: 自我监督是你所需要的一切

NEURAL NETWORKS

IF6.3

2025-01-01

PREAI

Shaheen, Amal; Mrabah, Nairouz; Ksantini, Riadh; Alqaddoumi, Abdulla

A contrastive variational graph auto-encoder for node clustering 一种用于节点聚类的对比变分图自动编码器

PATTERN RECOGNITION

IF7.6

2024-05-01

OAAI

Mrabah, Nairouz; Bouguessa, Mohamed; Ksantini, Riadh

Hierarchical Aggregations for High-Dimensional Multiplex Graph Embedding

IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

IF10.4

2024-04-01

OAAI

Abdous, Kamel; Mrabah, Nairouz; Bouguessa, Mohamed

Rethinking Graph Auto-Encoder Models for Attributed Graph Clustering 重新考虑属性图聚类的图自动编码器模型

IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

IF10.4

2023-09-01

OAAI

Mrabah, Nairouz; Bouguessa, Mohamed; Touati, Mohamed Fawzi; Ksantini, Riadh

Adversarial Deep Embedded Clustering: On a Better Trade-off Between Feature Randomness and Feature Drift

IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

IF10.4

2022-04-01

OAAI

Mrabah, Nairouz; Bouguessa, Mohamed; Ksantini, Riadh

Deep clustering with a Dynamic Autoencoder: From reconstruction towards centroids construction

NEURAL NETWORKS

IF6.3

2020-10-01

OAAI

Mrabah, Nairouz; Khan, Naimul Mefraz; Ksantini, Riadh; Lachiri, Zied

研究方向