Estimation of mutual information by the fuzzy histogram. - Maryam Amir Haeri; Mohammad Mehdi Ebadzadeh (Fuzzy Optim. Decis. Mak., 2014)

Improving GP generalization: a variance-based layered learning approach. - Maryam Amir Haeri; Mohammad Mehdi Ebadzadeh; Gianluigi Folino (Genet. Program. Evolvable Mach., 2015)

A modified hybrid Fuzzy clustering method for big data. - Amir Khoshkbarchi; Ali Kamali; Mehdi Amjadi; Maryam Amir Haeri (IST, 2016)

Statistical genetic programming for symbolic regression. - Maryam Amir Haeri; Mohammad Mehdi Ebadzadeh; Gianluigi Folino (Appl. Soft Comput., 2017)

An entropy-based distance measure for analyzing and detecting metamorphic malware. - Esmaeel Radkani; Sattar Hashemi; Alireza Keshavarz-Haddad; Maryam Amir Haeri (Appl. Intell., 2018)

A Fuzzy Community-Based Recommender System Using PageRank. - Maliheh Goliforoushani; Radin Hamidi Rad; Maryam Amir Haeri (CoRR, 2018)

Using genetic programming for combining an ensemble of local and global outlier algorithms to detect new attacks. - Gianluigi Folino; Francesco Sergio Pisani; Luigi Pontieri; Pietro Sabatino; Maryam Amir Haeri (GECCO (Companion), 2019)

Hybrid Forest: A Concept Drift Aware Data Stream Mining Algorithm. - Radin Hamidi Rad; Maryam Amir Haeri (CoRR, 2019)

Classification using link prediction. - Seyed Amin Fadaee; Maryam Amir Haeri (Neurocomputing, 2019)

Deep Learning on Big Data. - Gianluigi Folino; Massimo Guarascio 001; Maryam Amir Haeri (Encyclopedia of Big Data Technologies, 2019)

The Crucial Role of Sensitive Attributes in Fair Classification. - Maryam Amir Haeri; Katharina Anna Zweig (SSCI, 2020)

Rule-centred genetic programming (RCGP): an imperialist competitive approach. - Seyed Mohammad Hossein Hosseini Amini; Mohammad Abdollahi; Maryam Amir Haeri (Appl. Intell., 2020)

Multi-Label Classification Using Link Prediction. - Seyed Amin Fadaee; Maryam Amir Haeri (CoRR, 2020)

Scalable Global Mutual Information Based Feature Selection Framework for Large Scale Datasets. - Majid Soheili; Maryam Amir Haeri (EDOC, 2021)

Unsupervised Anomaly Detection on Node Attributed Networks: A Deep Learning Approach. - Parsa Kavehzadeh; Mohammadreza Samadi; Maryam Amir Haeri (ICISS, 2021)

Distributed Ensemble Feature Selection Framework for High-Dimensional and High-Skewed Imbalanced Big Dataset. - Majid Soheili; Maryam Amir Haeri (SSCI, 2021)

Legal perspective on possible fairness measures - A legal discussion using the example of hiring decisions. - Marc P. Hauer; Johannes Kevekordes; Maryam Amir Haeri (Comput. Law Secur. Rev., 2021)

Legal perspective on possible fairness measures - A legal discussion using the example of hiring decisions (preprint). - Marc P. Hauer; Johannes Kevekordes; Maryam Amir Haeri (CoRR, 2021)

SDCOR: Scalable density-based clustering for local outlier detection in massive-scale datasets. - Sayyed-Ahmad Naghavi-Nozad; Maryam Amir Haeri; Gianluigi Folino (Knowl. Based Syst., 2021)

Adaptive Explicit Kernel Minkowski Weighted K-means. - Amir Aradnia; Maryam Amir Haeri; Mohammad Mehdi Ebadzadeh (Inf. Sci., 2022)

Recommendation System over Multi-layer Complex Networks: A Wide and Deep Graph Convolutional Neural Network Approach. - Radin Hamidi Rad; Hossein ZareMehrjerdi; Yasaman Mirmohammad; Mohammad Navid Shahsavari; Maryam Amir Haeri (IntelliSys (2), 2023)

Detection of Interictal epileptiform discharges with semi-supervised deep learning. - Ana Maria Amaro de Sousa; Michel J. A. M. van Putten; Stéphanie M. van den Berg; Maryam Amir Haeri (Biomed. Signal Process. Control., 2024)

Searching for Transactivity in a Collaborative Chat: Analysis of Novelty and Reference with GenAI. - David M. Otten; Pantelis M. Papadopoulos; Maryam Amir Haeri; Maaike D. Endedijk (AIED (5), 2025)

A CNN-Transformer for Classification of Longitudinal 3D MRI Images - A Case Study on Hepatocellular Carcinoma Prediction. - Jakob Nolte; Maureen M. J. Guichelaar; Donald E. Bouman; Stéphanie M. van den Berg; Maryam Amir Haeri (CoRR, 2025)