Discovering Temporal Features and Relations of Activity Patterns. - Ehsan Nazerfard; Parisa Rashidi; Diane J. Cook (ICDM Workshops, 2010)

Conditional random fields for activity recognition in smart environments. - Ehsan Nazerfard; Barnan Das; Lawrence B. Holder; Diane J. Cook (IHI, 2010)

Using Association Rule Mining to Discover Temporal Relations of Daily Activities. - Ehsan Nazerfard; Parisa Rashidi; Diane J. Cook (ICOST, 2011)

Bayesian Networks Structure Learning for Activity Prediction in Smart Homes. - Ehsan Nazerfard; Diane J. Cook (Intelligent Environments, 2012)

Using Bayesian Networks for Daily Activity Prediction. - Ehsan Nazerfard; Diane J. Cook (AAAI Workshop: Plan, Activity, and Intent Recognition, 2013)

CRAFFT: an activity prediction model based on Bayesian networks. - Ehsan Nazerfard; Diane J. Cook (J. Ambient Intell. Humaniz. Comput., 2015)

Activity Recognition Using Hierarchical Hidden Markov Models on Streaming Sensor Data. - Parviz Asghari; Ehsan Nazerfard (IST, 2018)

Smart Irrigation IoT Solution using Transfer Learning for Neural Networks. - Ali Risheh; Amirmohammad Jalili; Ehsan Nazerfard (CoRR, 2020)

Online human activity recognition employing hierarchical hidden Markov models. - Parviz Asghari; Elnaz Soleimani; Ehsan Nazerfard (J. Ambient Intell. Humaniz. Comput., 2020)

Shallow Node Representation Learning using Centrality Indices. - Masoud Malek; Mostafa Haghir Chehreghani; Ehsan Nazerfard; Morteza Haghir Chehreghani (IEEE BigData, 2021)

Cross-subject transfer learning in human activity recognition systems using generative adversarial networks. - Elnaz Soleimani; Ehsan Nazerfard (Neurocomputing, 2021)

SSHA: Video Violence Recognition and Localization Using a Semi-Supervised Hard Attention Model. - Hamid Mohammadi; Ehsan Nazerfard (CoRR, 2022)

Reinforcement Learning-based Mixture of Vision Transformers for Video Violence Recognition. - Hamid Mohammadi; Ehsan Nazerfard; Tahereh Firoozi (CoRR, 2023)

SegLoc: Visual Self-supervised Learning Scheme for Dense Prediction Tasks of Security Inspection X-ray Images. - Shervin Halat; Mohammad Rahmati; Ehsan Nazerfard (CoRR, 2023)

Video violence recognition and localization using a semi-supervised hard attention model. - Hamid Mohammadi; Ehsan Nazerfard (Expert Syst. Appl., 2023)

Wavelet-domain human activity recognition utilizing convolutional neural networks. - Mohammad Tavakkoli; Ehsan Nazerfard; Maryam Amirmazlaghani (J. Ambient Intell. Smart Environ., 2024)

Temporal features and relations discovery of activities from sensor data. - Ehsan Nazerfard (J. Ambient Intell. Humaniz. Comput., 2024)

Distance graph routing capsule network with vote elimination for human activity recognition. - Ebraahim Feraydounraad; Kobra Hoseini; Ehsan Nazerfard (Expert Syst. Appl., 2025)

Anchor-based oversampling for imbalanced tabular data via contrastive and adversarial learning. - Hadi Mohammadi; Ehsan Nazerfard; Mostafa Haghir Chehreghani (CoRR, 2025)