
Pirooz Shamsinejad
Honors & Awards
- Member of Exceptional and Talented Students at Isfahan University of Technology
- Scholarship for M.Sc. from Isfahan University of Technology
- Achieved 1st rank in M.Sc at Isfahan University of Technology.
- Achieved 3rd rank in B.Sc at Isfahan University of Technology.
Contact
Email:
p.shamsinejad@sutech.ac.ir
Professional Education
Academic Level | Major | Minor | University |
B.Sc. | Computer Engineering | Software Engineering | Isfahan University of Technology |
M.Sc. | Computer Engineering | Computer Architecture | Isfahan University of Technology |
Ph.D. | Computer Engineering | Artificial Intelligence | Isfahan University of Technology |
Courses
- Shiraz University of Technology (Graduate)
- Data Mining and Machine Learning using Python
- Text Mining and Knowledge Engineering
- Machine Learning Foundamentals
- Reconfigurable Systems (FPGA)
- Advanced Computer Architectures
- Parallel Processing
- Fault Tolerant Systems
- Shiraz University of Technology (Undergraduate)
- Basic Programming
- Advanced Programming
- Scientific and Technical Presentation
- Theory of Automata and Formal Languages
- Logic Circuits
- Isfahan University of Technology(Undergraduate)
- Databases
- Advanced Programming
- Information Storage and Retrieval
- Scientific and Technical Presentation
- Other Academic Institutes (Graduate)
- Data Mining
- Advanced Database
- Advanced Operating Systems
- Machine Learning
- Expert Systems
SUTech advisees
- M.Sc. Advisees
- Mahsa Heidari
- Naeme Rava
- Vesal Karimi
- Fatemeh Jamali
- Sajad Behravesh
- Leila Baghali
- Fatemesadat Ashrafi
- Roya Gholampour
- Zobeir Abasi
- Hasan Nikkhoo
- Elahe Alizade
Current Research
- Fake News Detection
- Cognitive Science and its application in fake news detection
- Social Networks pros and cons.
- Ethics in Social Networks
- Persian Fake News Dataset
- Privacy Preserving Machine Learning in IOT
- Federated Machine Learning
- Secure Multi-Party Computation
- Applications of Machine Learning and AI
- Automated Persian Classic Music Generation
- Automated Persian Classic Music Recognition
- Recommender Systems
- Unbiased recommender systems
All Publications
Journal Papers
- Hajizadeh, R. Javidan, P. Shamsinejad, R. Akbari, “Node deployment in wireless sensor networks using the new Multi Objective Levy Flight Bee Algorithm (MOLFB)”, IET Wireless Sensor Networks, 2019.
- Hassanpour, M. Moradikia, H. Adeli, S. R. Khayami, P. Shamsinejad, “A novel end-to-end deep learning scheme for classifying multiclass motor imagery electroencephalography signals”, Expert Systems, 2019.
- Bordbar, P. Shamsinejad, “A New Opinion Mining Method based on Fuzzy Classifier and Particle Swarm Optimization (PSO) Algorithm”, Cybernetics and Information Technologies, Vol. 18, No. 2, 2018.
- Entekhabi, P. Shamsinejad, “FARM: Fuzzy Action Rule Mining”, International Journal of Advanced Computer and Applications, Vol. 9, No. 1, 2018
- Shapoorifard, P. Shamsinejad, “Intrusion Detection using a Novel Hybrid Method Incorporating an Improved KNN”, International Journal of Computer Applications, Vol. 173, No. 1, pp 5-9, 2017.
- H. Shapoorifard, P. Shamsinejad, “A Novel Cluster-based Intrusion Detection Approach Integrating Multiple Learning Techniques”, International Journal of Computer Applications, Vol. 166, No. 3, 2017.
- Kalanat, P. Shamsinejad, M. H. Saraee, “A Fuzzy Method for Discovering Cost-Effective Actions from Data ”, Journal of Intelligent and Fuzzy Systems, 2015.
- Shamsinejad, M. H. Saree, H. Blockeel, “ Causality-based Cost-effective Action Mining ”,International Journal of Intelligent Data Analysis,Vol. 17, No. 6, IOS Press, 2013.
- Shamsinejad, M. H. Saraee, “A new unsupervised feature selection method for text clustering based on genetic algorithms”, Journal of Intelligent Information Systems, Vol. 38, No. 3, Springer, 2012.
- N. Kalanat, P. Shamsinejad, M. H. Saraee, “CEARDM: A Cost-Effective Action Rule Discovery Algorithm”, International Journal of Machine Learning and Computing, 2011.
- P. Shamsinejad, M. H. Saraee, “Causal Action Rule Mining”, International Journal of Machine Learning and Computing, 2011.
- M. Zare, K. Bazargan, M. Jampour, P. Shamsinejad, “Multi-GANs and its application for Pseudo-Coloring”, 2019 4th International Conference on Pattern Recognition and Image Analysis (IPRIA), 2019.
- shamsinejad, M. H. Saraee, H. Blockeel, “Incorporating Causal Reasoning in Cost-effective Action Mining”, IEEE International Conference on Data Mining (ICDM2012), COSTS workshop, 2012.
- shamsinejad, M. H. Saraee, F. Sheikholeslam, “A New Path Planner for Autonomous Mobile Robots Based on Genetic Algorithm”, 3rd IEEE International Conference on Computer Science and Information Technology (IEEE ICCSIT 2010).
- Shamsinejad, M. Saraee, “Mining Action Rules from Databases Using Bayesian Networks”, IEEE International Conference on Computer Science and Information Technology 2011.
- Fazel, M. Saraee, P. Shamsinejad, “Mining Time Serries Data: Case of Predicting Consumption Patterns in Steel Industry”, IEEE SEDM 2010.
- Kalanat, P.Shamsinejad, M. Saraee, “Discovering Cost-Effective Action Rules”, IEEE International Conference on Computer Science and Information Technology 2011.
- P. Shamsinejad, M. Palhang, "A New Method in Generating Test Experiments for Logic Circuits using Genetic Algorithms", Proceedings of the 12th International Computer Society of Iran Computer Conferences(CSICC'2007).