A systematic literature review on the state of research and practice of collaborative filtering technique and implicit feedback. - Maryam Khanian Najafabadi; Mohd Naz'ri Mahrin (Artif. Intell. Rev., 2016)

Improving the accuracy of collaborative filtering recommendations using clustering and association rules mining on implicit data. - Maryam Khanian Najafabadi; Mohd Naz'ri Mahrin; Suriayati Chuprat; Haslina Md Sarkan (Comput. Hum. Behav., 2017)

Incremental Software Development Model for Solving Exam Scheduling Problems. - Maryam Khanian Najafabadi; Azlinah Mohamed (SCDS, 2018)

An impact of time and item influencer in collaborative filtering recommendations using graph-based model. - Maryam Khanian Najafabadi; Azlinah Hj. Mohamed; Wou Onn Choo (Inf. Process. Manag., 2019)

A survey on data mining techniques in recommender systems. - Maryam Khanian Najafabadi; Azlinah Hj. Mohamed; Mohd Naz'ri Mahrin (Soft Comput., 2019)

The state of the art and taxonomy of big data analytics: view from new big data framework. - Azlinah Mohamed; Maryam Khanian Najafabadi; Bee Wah Yap; Ezzatul Akmal Kamaru-Zaman; Ruhaila Maskat (Artif. Intell. Rev., 2020)

An Effective Collaborative User Model Using Hybrid Clustering Recommendation Methods. - Maryam Khanian Najafabadi; Azlinah Mohamed; Madhavan A/l Balan Nair; Sayed Mojtaba Tabibian (Ingénierie des Systèmes d Inf., 2021)

Aspect Level Sentiment Analysis with CNN Bi-LSTM and Attention Mechanism. - Jionghui Lin; Maryam Khanian Najafabadi (BCD, 2023)

GraphSUM: Scalable Graph Summarization for Efficient Question Answering. - Nasrin Shabani; Amin Beheshti; Jia Wu 001; Maryam Khanian Najafabadi; Jin Foo; Alireza Jolfaei (EDBT, 2024)

Sentiment analysis incorporating convolutional neural network into hidden Markov model. - Maryam Khanian Najafabadi (Comput. Intell., 2024)

Attention-Based Graph Summarization for Large-Scale Information Retrieval. - Nasrin Shabani; Amin Beheshti; Alireza Jolfaei; Jia Wu 001; Venus Haghighi; Maryam Khanian Najafabadi; Jin Foo (IEEE Trans. Consumer Electron., 2024)

Enhancing Facial Recognition and Expression Analysis With Unified Zero-Shot and Deep Learning Techniques. - Sasan Karamizadeh; Saman Shojae Chaeikar; Maryam Khanian Najafabadi (IEEE Access, 2025)

An innovative data-driven AI approach for detecting and isolating faults in gas turbines at power plants. - Mohammad Hussein Amiri; Nastaran Mehrabi Hashjin; Maryam Khanian Najafabadi; Amin Beheshti; Nima Khodadadi (Expert Syst. Appl., 2025)

From theory to practice: The evolution and comparative analysis of homogeneous vs. heterogeneous Graph Neural Networks in recommender systems. - Maryam Khanian Najafabadi; Rei-An Chen; Javad Rezazadeh; Amin Beheshti; Nasrin Shabani (Neurocomputing, 2025)

Q2HO-MFTV: A binary hippopotamus optimization algorithm for feature selection with a brief review of binary optimization. - Nastaran Mehrabi Hashjin; Mohammad Hussein Amiri; Amin Beheshti; Maryam Khanian Najafabadi (Knowl. Based Syst., 2025)