Hoda Mashayekhi

Associate Professor Faculty of Computer Engineering

Ph.D. Computer Engineering, Software engineering

University: Sharif University of Technology
Research Interests: Data mining, big data analytics, data stream mining, parallel and distributed computing, and decision making.
Professional & Scientific Membership:
Awards & Patents:
Biography (About):
Hoda Mashayekhi is an associate professor at the Computer Engineering Department of Shahrood University of Technology. She received her Ph.D. from Sharif University of Technology in 2013. Her research interests include data mining, stream mining, big data analytics, parallel and distributed computing, and decision making.

Tel: 02332300240
Ext.Tel: 3256

Scientometrics

Google Scholar
(Update: 2024-Sep-23)
1296

Citations

13

h-index

17

i10-index

10

Co-authors

Scopus
(Update: 2024-May-07)
691

Citations

11

h-index

47

Co-authors

17

Documents

Courses Taught

Ms.c
Bs.c

Thesis

All Thesis (36)
Mohammad Bahrami Abarghan (2023), " Presenting a clustering baxsed method for fault prediction in Java programming language methods", Msc Thesis, Shahrood University Of Technology, Alireza Tajary[Supervisor/Supervisors], Hoda Mashayekhi[Advisor/ Advisors]
Najme Gholami (2023), "Automatic multi-level labeling of text clusters", Msc Thesis, Shahrood University Of Technology, Hoda Mashayekhi[Supervisor/Supervisors], [Advisor/ Advisors]
Seyede Zeynab Seyedi Ghorghi (2023), " Automatic cluster labeling for clusters of mixed data ", Msc Thesis, Shahrood University Of Technology, Hoda Mashayekhi[Supervisor/Supervisors],
Mahboubeh Soleymanian (2023), "Dynamic text clustering using word embedding", Ph.D Thesis, Shahrood University Of Technology, Hoda Mashayekhi[Supervisor/Supervisors], [Advisor/ Advisors]
Mahla Hesamifar (2023), "Analysis of summarizing the timeline in Persian news articles", Msc Thesis, Shahrood University Of Technology, Hoda Mashayekhi[Supervisor/Supervisors],
Mohaddese Sadeghi (2023), "Multi-label classification considering label correlations", Msc Thesis, Shahrood University Of Technology, Hoda Mashayekhi[Supervisor/Supervisors],
(2022), "Travel recommender baxsed on knowledge baxse and evolutionary algorithms", Msc Thesis, Shahrood University Of Technology, Hoda Mashayekhi[Supervisor/Supervisors],
(2022), " Process mining in health care for analyzing processes related to hospitalized patients", Msc Thesis, Shahrood University Of Technology, Hoda Mashayekhi[Supervisor/Supervisors], Fatemeh Jafarinejad[Advisor/ Advisors]
(2022), "Identify influential factors on predicting customer behavior to reduce bank receivables", Msc Thesis, Shahrood University Of Technology, Hoda Mashayekhi[Supervisor/Supervisors],
(2022), "Semi-supervised data stream clustering", Msc Thesis, Shahrood University Of Technology, Hoda Mashayekhi[Supervisor/Supervisors],
Mohammad Aminzadeh (2021), "Lung cancer detection using Deep Learning", Msc Thesis, Shahrood University Of Technology, Mansoor Fateh[Supervisor/Supervisors], Morteza Zahedi, Hoda Mashayekhi[Advisor/ Advisors]
Seyed Mojtaba Sajadi (2021), "Semi-supervised text clustering using word embeddings", Msc Thesis, Shahrood University Of Technology, Hoda Mashayekhi[Supervisor/Supervisors], Prof. Hamid Hassanpour[Advisor/ Advisors]
Elham Ahmadi (2021), "Incremental Quantification Learning in Data Stream", Msc Thesis, Shahrood University Of Technology, Hoda Mashayekhi[Supervisor/Supervisors], [Advisor/ Advisors]
(2021), " Fraud Detection in financial transactions using deep learning methods", Msc Thesis, Shahrood University Of Technology, Hoda Mashayekhi[Supervisor/Supervisors],
Elham zanganeh (2019), "SpatioTemporal Prediction Of Remote Sensing Data Using Deep Learning", Msc Thesis, Shahrood University Of Technology, Hoda Mashayekhi, Saideh Ferdowsi[Supervisor/Supervisors], Saeid Gharechelou[Advisor/ Advisors]
Hossein Hasan Nezhad Namaghi (2019), "Semi-supervised classification of evolving data streams", Msc Thesis, Shahrood University Of Technology, Hoda Mashayekhi[Supervisor/Supervisors], Morteza Zahedi[Advisor/ Advisors]
Morteza Allahpour (2019), "Sentence and paragraph similarity using word embedding models", Msc Thesis, Shahrood University Of Technology, Morteza Zahedi[Supervisor/Supervisors], Hoda Mashayekhi[Advisor/ Advisors]
Mohamad Abdolahi (2019), "A new model for text coherence evaluation using statistical characteristics ", Ph.D Thesis, Shahrood University Of Technology, Morteza Zahedi[Supervisor/Supervisors], Hoda Mashayekhi[Advisor/ Advisors]
Behnaz Sadat Mirhadi Tafreshi (2019), "Distributed Classification with Stochastic Gradient Descent", Msc Thesis, Shahrood University Of Technology, Hoda Mashayekhi[Supervisor/Supervisors], Mohsen Biglari[Advisor/ Advisors]
(2019), "Botnet detection using Deep learning", Msc Thesis, Shahrood University Of Technology, Hoda Mashayekhi[Supervisor/Supervisors], Mohsen Rezvani[Advisor/ Advisors]
Reza Rahimian (2018), "Malware detection using semi-supervised active learning", Msc Thesis, Shahrood University Of Technology, Hoda Mashayekhi[Supervisor/Supervisors], Mohsen Rezvani[Advisor/ Advisors]
Bagher Rahimpour Cami (2018), "News Recommender System baxsed on User Preferences", Ph.D Thesis, Shahrood University Of Technology, Prof. Hamid Hassanpour[Supervisor/Supervisors], Hoda Mashayekhi[Advisor/ Advisors]
Mojtaba Asadollahi (2018), "Scalable opinion mining using cluster computing", Msc Thesis, Shahrood University Of Technology, Hoda Mashayekhi[Supervisor/Supervisors],
Milad Mohammadi (2018), "Analysis of group relationships in data streams using clustering", Msc Thesis, Shahrood University Of Technology, Hoda Mashayekhi[Supervisor/Supervisors], Mansoor Fateh[Advisor/ Advisors]
Zohreh Ferydoon Moghadam (2017), "Improving Clustering Algorithms for Big Data Using Cluster Computing ", Msc Thesis, Shahrood University Of Technology, Hoda Mashayekhi[Supervisor/Supervisors], Vahid Abolghasemi[Advisor/ Advisors]
Marziea Rahimi (2017), "Probabilistic Topic Modeling: Incorporating Spatial Context", Ph.D Thesis, Shahrood University Of Technology, Morteza Zahedi[Supervisor/Supervisors], Hoda Mashayekhi[Advisor/ Advisors]
Seyed Mostafa Farmanbar (2017), "An architecture for processing Remote Sensing Big Data, baxsed on cluster computing", Msc Thesis, Shahrood University Of Technology, Ali Pouyan[Supervisor/Supervisors], Hoda Mashayekhi, Saeid Gharechelou[Advisor/ Advisors]
Amir Farzad (2016), "Analysis and comparison of different activation functions in LSTM networks", Msc Thesis, Shahrood University Of Technology, Hoda Mashayekhi[Supervisor/Supervisors], Prof. Hamid Hassanpour[Advisor/ Advisors]
Mahsa Nazemi Gelian (2016), "Automated application baxsed classification and processing of network traffic using hybrid learning methods", Msc Thesis, Shahrood University Of Technology, Hoda Mashayekhi[Supervisor/Supervisors],
Mahbubeh Soleymanian (2015), "Text Compression Using Artificial Intelligence Techniques", Msc Thesis, Shahrood University Of Technology, Ali Pouyan[Supervisor/Supervisors], Hoda Mashayekhi[Advisor/ Advisors]
Alireza Riazati Kesheh (2015), "Extract Rules From Uncertain Data In Expert Systems", Msc Thesis, Shahrood University Of Technology, Hoda Mashayekhi[Supervisor/Supervisors], Morteza Zahedi[Advisor/ Advisors]
Mina sadat hosseini (2015), "A Deep learning method for classification of EEG data", Msc Thesis, Shahrood University Of Technology, Ali Pouyan, Saideh Ferdowsi[Supervisor/Supervisors], Hoda Mashayekhi[Advisor/ Advisors]
Behzad Rezaie (2015), "An Intelligent Recommendation System to Identify Influential Users of a Social Network", Msc Thesis, Shahrood University Of Technology, Morteza Zahedi[Supervisor/Supervisors], Hoda Mashayekhi[Advisor/ Advisors]
Mojtaba Shahabi (2015), "Using neural network for knowledge acuisition in multi-dimensional data", Msc Thesis, Shahrood University Of Technology, Prof. Hamid Hassanpour[Supervisor/Supervisors], Hoda Mashayekhi[Advisor/ Advisors]
Haniyeh Daghighnezhad (2015), "Benefit Analysis Of Traffic Violations Recorded By Traffic Cameras ", Msc Thesis, Shahrood University Of Technology, Hoda Mashayekhi[Supervisor/Supervisors],
Zahra Amiri (2014), "Communication between networked robotic vehicle in underwater search situations", Msc Thesis, Shahrood University Of Technology, Ali Pouyan[Supervisor/Supervisors], Hoda Mashayekhi[Advisor/ Advisors]

Publications

Journal Papers
Conference Papers
Book