Rasha F. Kashef

46 papers B 3C 4Misc 1Journal 20Unranked 17

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	RoLLMRec: a robust LLM-based recommender system for defending against shilling and prompt injection attacks. Frontiers Comput. Sci. Sarama Shehmir, Rasha F. Kashef
2025	J	`jnl`	A Comprehensive Survey on LLM-Powered Recommender Systems: From Discriminative, Generative to Multi-Modal Paradigms. IEEE Access Dina Nawara, Rasha F. Kashef
2025	—	`conf`	Empowering Recommender Systems with Agentic AI: Towards Adaptive Online Personalization. ASONAM (3) Ahmed Aly, Ahmed Ibrahim, Rasha F. Kashef
2025	—	`conf`	Exploring RAG Solutions to Reduce Hallucinations in LLMs. SysCon Samar AboulEla, Paria Zabihitari, Nourhan Ibrahim, Majid Afshar, Rasha F. Kashef
2025	—	`conf`	Joint Trajectory and Pilot Assignment Optimization for UAV Enabled Cell-Free Massive MIMO. ICC Workshops Syed Ammad Ali Shah, Xavier Fernando, Rasha F. Kashef
2025	—	`conf`	LLM-MAD: Multi-agent LLM Reasoning for Multi-modal Shilling Attack Detection in Online Platforms. ASONAM (3) Dina Nawara, Rasha F. Kashef
2025	J	`jnl`	LLM4Rec: A Comprehensive Survey on the Integration of Large Language Models in Recommender Systems - Approaches, Applications and Challenges. Future Internet Sarama Shehmir, Rasha F. Kashef
2025	J	`jnl`	Leveraging large language models, graph neural networks, and explainable AI for revolutionizing the next-generation network intrusion detection systems. J. Intell. Inf. Syst. Samar G. AboulEla, Rasha F. Kashef
2025	J	`jnl`	Penalized GANs with latent perturbation for robust shilling attack generation in recommender systems. Discov. Comput. Dina Nawara, Rasha F. Kashef
2025	—	`conf`	Prompt-Augmented LLMs with RAG for Addressing Cold-Start and Sparsity in Online Recommender Systems. ASONAM (3) Sarama Shehmir, Rasha F. Kashef
2025	J	`jnl`	Shilling Attacks and Fake Reviews Injection: Principles, Models, and Datasets. IEEE Trans. Comput. Soc. Syst. Dina Nawara, Ahmed Aly, Rasha F. Kashef
2024	J	`jnl`	A Weighted Stacking Ensemble Model With Sampling for Fake Reviews Detection. IEEE Trans. Comput. Soc. Syst. Rahul Singhal, Rasha F. Kashef
2024	J	`jnl`	A survey on augmenting knowledge graphs (KGs) with large language models (LLMs): models, evaluation metrics, benchmarks, and challenges. Discov. Artif. Intell. Nourhan Ibrahim, Samar AboulEla, Ahmed F. Ibrahim, Rasha F. Kashef
2024	—	`conf`	Improved Vehicular Congestion Classification using Machine Learning for VANETs. SysCon Syed Ammad Ali Shah, Xavier Fernando, Rasha F. Kashef
2024	J	`jnl`	MCARS-CC: A Salable Multicontext-Aware Recommender System. IEEE Trans. Comput. Soc. Syst. Dina Nawara, Rasha F. Kashef
2024	—	`conf`	Network Intrusion Detection Using a Stacking of AI-driven Models with Sampling. AIIoT Samar AboulEla, Rasha F. Kashef
2024	J	`jnl`	Towards explainable artificial intelligence in deep vision-based odometry. Comput. Electr. Eng. Alireza Ghasemieh, Rasha F. Kashef
2023	—	`conf`	Counterfeit Detection in the e-Commerce Industry Using Machine Learning: A Review. SysCon Jay Gohil, Rasha F. Kashef
2023	J	`jnl`	Efficient intrusion detection using multi-player generative adversarial networks (GANs): an ensemble-based deep learning architecture. Neural Comput. Appl. Raha Soleymanzadeh, Rasha F. Kashef
2023	J	`jnl`	Exploring the Use of Data-Driven Approaches for Anomaly Detection in the Internet of Things (IoT) Environment. CoRR Eleonora Achiluzzi, Menglu Li, Md Fahd Al Georgy, Rasha F. Kashef
2023	—	`conf`	Forecasting The Price of the Flight Tickets using A Novel Hybrid Learning model. AIIoT Rasha F. Kashef
2023	—	`conf`	Post-Stroke Virtual Assessment Using Deep Learning. CAI Najmeh Razfar, Rasha F. Kashef, Farah A. Mohammadi
2023	B	`conf`	ROBUREC: Building a Robust Recommender using Autoencoders with Anomaly Detection. ASONAM Ahmed Aly, Dina Nawara, Rasha F. Kashef
2023	J	`jnl`	TS-IDS: Traffic-aware self-supervised learning for IoT Network Intrusion Detection. Knowl. Based Syst. Hoang Nguyen, Rasha F. Kashef
2023	—	`conf`	Traffic Collision Detection Using DenseNet. IEEM Daniel Kaluza, Marco Seiler, Rasha F. Kashef
2022	Misc	`conf`	A Stable Generative Adversarial Network Architecture for Network Intrusion Detection. CSR Raha Soleymanzadeh, Rasha F. Kashef
2022	—	`conf`	Context-Aware Recommendation Systems Using Consensus-Clustering. SysCon Dina Nawara, Rasha F. Kashef
2022	J	`jnl`	Efficient Algebraic Multigrid Methods for Multilevel Overlapping Coclustering of User-Item Relationships. INFORMS J. Comput. Haifeng Xu, Rasha F. Kashef, Hans De Sterck, Geoffrey Sanders
2022	B	`conf`	Integrating Graph Convolutional Networks (GCNNs) and Long Short-Term Memory (LSTM) for Efficient Diagnosis of Autism. AIME Kashaf Masood, Rasha F. Kashef
2022	J	`jnl`	Predicting Electron. Commer. Res. Appl. Rasha F. Kashef, Hubert Pun
2022	—	`conf`	The Analysis of the Generator Architectures and Loss Functions in Improving the Stability of GANs Training towards Efficient Intrusion Detection. ISCMI Raha Soleymanzadeh, Rasha F. Kashef
2021	J	`jnl`	Context-Aware Recommendation Systems in the IoT Environment (IoT-CARS)-A Comprehensive Overview. IEEE Access Dina Nawara, Rasha F. Kashef
2021	C	`conf`	Detecting Overlapping Communities in Social Networks Using A Modified Segmentation by Weighted Aggregation Approach. DATA Rasha F. Kashef
2021	J	`jnl`	Distributed clustering using multi-tier hierarchical overlay super-peer peer-to-peer network architecture for efficient customer segmentation. Electron. Commer. Res. Appl. Yoga Suhas Kuruba Manjunath, Rasha F. Kashef
2021	C	`conf`	IoT Cyber-Attack Detection: A Comparative Analysis. DATA Abdul Hanan K. Mohammed, Hrag-Harout Jebamikyous, Dina Nawara, Rasha F. Kashef
2021	J	`jnl`	IoT text analytics in smart education and beyond. J. Comput. High. Educ. Abdul Hanan K. Mohammed, Hrag-Harout Jebamikyous, Dina Nawara, Rasha F. Kashef
2017	—	`conf`	Ensemble-Based Anomaly Detetction using Cooperative Learning. ADF@KDD Rasha F. Kashef
2014	—	`conf`	A simulation model for a continuous review inventory policy for healthcare systems. CCECE Nidarsha Attanayake, Rasha F. Kashef, Tariq Andrea
2010	J	`jnl`	Cooperative clustering. Pattern Recognit. Rasha F. Kashef, Mohamed S. Kamel
2009	J	`jnl`	Enhanced bisecting k-means clustering using intermediate cooperation. Pattern Recognit. Rasha F. Kashef, Mohamed S. Kamel
2008	—	`—`	Cooperative Clustering Model and Its Applications. Rasha F. Kashef
2008	C	`conf`	Distributed Peer-to-Peer Cooperative Partitional-Divisive Clustering for gene expression datasets. CIBCB Rasha F. Kashef, Mohamed S. Kamel
2008	—	`conf`	Efficient Bisecting k-Medoids and Its Application in Gene Expression Analysis. ICIAR Rasha F. Kashef, Mohamed S. Kamel
2008	—	`conf`	Towards Better Outliers Detection for Gene Expression Datasets. BIOTECHNO Rasha F. Kashef, Mohamed S. Kamel
2007	C	`conf`	Cooperative Partitional-Divisive Clustering and Its Application in Gene Expression Analysis. BIBE Rasha F. Kashef, Mohamed S. Kamel
2007	B	`conf`	Hard-fuzzy clustering: A cooperative approach. SMC Rasha F. Kashef, Mohamed S. Kamel