Mahsa Torkamanian-Afshar

Tuning hyperparameters of machine learning algorithms and deep neural networks using metaheuristics: A bioinformatics study on biomedical and biological cases

Sajjad Nematzadeh, Farzad Kiani, Mahsa Torkamanian-Afshar · Computational Biology and Chemistry · 2021 · 208 citations

Artificial Intelligence, Deep Neural Networks, Engineering +12

Maximizing coverage and maintaining connectivity in WSN and decentralized IoT: an efficient metaheuristic-based method for environment-aware node deployment

Sajjad Nematzadeh, Mahsa Torkamanian-Afshar, Amir Seyyedabbasi et al. · Neural Computing and Applications · 2022 · 73 citations

Topology Control, Engineering, Wireless Routing +8

Detecting SQL injection attacks by binary gray wolf optimizer and machine learning algorithms

Bahman Arasteh, Babak Aghaei, Behnoud Farzad et al. · Neural Computing and Applications · 2024 · 30 citations · Full text

A Novel Metaheuristic Based Method for Software Mutation Test Using the Discretized and Modified Forrest Optimization Algorithm

Bahman Arasteh, Farhad Soleimanian Gharehchopogh, Peri Gunes et al. · Journal of Electronic Testing · 2023 · 16 citations

Novel Metaheuristic, Mutation-based Testing, Engineering +10

High-throughput analysis of the interactions between viral proteins and host cell RNAs

Hossein Lanjanian, Sajjad Nematzadeh, Shadi Hosseini et al. · Computers in Biology and Medicine · 2021 · 15 citations · Full text

Viral Replication, Functional Genomics, Viral Proteins +11