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Parham Moradi

Parham Moradi

Academic rank: Associate Professor
ORCID:
Education: PhD.
ScopusId: 654
HIndex:
Faculty: Faculty of Engineering
Address: Department of Computer Engineering, Faculty of Engineering, University of Kurdistan
Phone:
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Education

  • PhD. in Computer Science , Amirkabir University of Technology , Iran (2006 - 2011)
    Thesis title: َAutomatic skill acquisition in reinforcement learning using autonomous agents
  • MSc. in Computer Science , Amirkabir University of Technology , Iran (2003 - 2006)
    Thesis title:
  • BSc. in Computer Engineering , Amirkabir University of Technology , Iran (1997 - 2002)
    Thesis title:
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Courses

Bachelor Of Science
Master Of Science

Research activities

Journal Papers
Feature representation ‎via‎ graph-regularized ‎entropy-‎weighted nonnegative matrix factorization Hazhir Sohrabi, Shahrokh Esmaeili, Parham Moradi (2024)
Performance improvement of the linear muskingum flood routing model using optimization algorithms and data assimilation approaches ARYAN SALVATI, Alireza Moghaddam Nia, Ali Salajegheh, Parham Moradi, Yazdan Batmani, John J. Clague, Junichi Ueno, Akbar Sheikh‑Akbari, Himan Shahabi, Ataollah Shirzadi, Shahabeddin Najafi (2023)
Constraint-Based, Score-Based and Hybrid Algorithms to Construct Bayesian Gene Networks in the Bovine Transcriptome Amin Mortazavi, Amir Rashidi, Mostafa Ghaderi-Zefrehei, Parham Moradi, Mohammad Razmkabir, Jacqueline Smith, Sunday Peters, Ikhide Imumorin (2022)
Automatic Artificial Pancreas Systems Using an Intelligent Multiple-Model PID Strategy Yazdan Batmani, Shadi Khodakaramzadeh, Parham Moradi (2022)
PODCD: Probabilistic overlapping dynamic community detection Sandos Bahadori, Hadi Zare, Parham Moradi (2021)
An improved limited random walk approach for identification of overlapping communities in complex networks Sandos Bahadori, Parham Moradi, Hadi Zare (2021)
Density peaks clustering based on density backbone and fuzzy neighborhood Abdulrahman Lotfi, Parham Moradi, Hamid Beigy (2020)
A multi-objective genetic algorithm for text feature selection using the relative discriminative criterion Mahdieh Labani, Parham Moradi, Mahdi Jalili (2020)
QoS-based Web Service Recommendation using Popular-dependent Collaborative Filtering Somayeh Adeli, Parham Moradi (2019)
A Text Classification Method Based on Combination of Information Gain and Graph Clustering Alireza Abdollahpouri, Shadi Rahimi, Fatemeh Zamani, Parham Moradi (2019)
An ideal point based many-objective optimization for community detection of complex networks Sahar Tahmasbi, Parham Moradi, Seyed Siamak Ghodsi, Alireza Abdollahpouri (2019)
A Global Optimization Approach Based on Opinion Formation in Complex Networks Homayoun Hamedmoghadam, Mahdi Jalili, Parham Moradi, Xinghuo Yu (2019)
SCE: Subspace-based core expansion method for community detection in complex networks Mehrnoush Mohammadi, Parham Moradi, Mahdi Jalili (2019)
Enhanced recommender system using predictive network approach Hadi Zare, Mina Abd Nikooie Pour, Parham Moradi (2019)
TCFACO: Trust-aware collaborative filtering method based on ant colony optimization Hashem Parvin, Parham Moradi, Shahrokh Esmaeili (2019)
A scalable and robust trust-based nonnegative matrix factorization recommender using the alternating direction method Hashem Parvin, Parham Moradi, Shahrokh Esmaeili, Nooruldeen Nasih Qader (2019)
Dynamic graph-based label propagation for density peaks clustering Seyed Amjad Seyedi, Abdulrahman Lotfi, Parham Moradi, Nooruldeen Nasih Qader (2019)
Evaluating Collaborative Filtering Recommender Algorithms: A Survey Mahdi Jalili, Sajad Ahmadian, Maliheh Izadi, Parham Moradi, Mostafa Salehi (2018)
Improving exploration property of velocity-based artificial bee colony algorithm using chaotic systems Parham Moradi, Nafiseh Imanian, Nooruldeen Nasih Qader, Mahdi Jalili (2018)
OSFSMI: Online stream feature selection method based on mutual information Maryam Rahmaninia, Parham Moradi (2018)
On the synthetic dataset generation for IPTV services based on user behavior Alireza Abdollahpouri, Rehyaneh Ghavami, Parham Moradi (2018)
A novel multivariate filter method for feature selection in text classification problems Mahdieh Labani, Parham Moradi, Fardin Ahmadizar, Mahdi Jalili (2018)
A multi-objective particle swarm optimization algorithm for community detection in complex networks Shadi Rahimi, Alireza Abdollahpouri, Parham Moradi (2018)
TCARS: Time- and Community-Aware Recommendation System Fatemeh Rezaeimehr, Parham Moradi, Sajad Ahmadian, Nooruldeen Nasih Qader, Mahdi Jalili (2018)
A trust-aware recommendation method based on Pareto dominance and confidence concepts Mohammad Mehdi Azadjalal, Parham Moradi, Alireza Abdollahpouri, Mahdi Jalili (2017)
A hybrid particle swarm optimization for feature subset selection by integrating a novel local search strategy Parham Moradi, Mozhgan Gholampour (2016)
An imputation-based matrix factorization method for improving accuracy of collaborative filtering systems Manijeh Ranjbar, Parham Moradi, Mostafa Azami, Mahdi Jalili (2015)
Integration of graph clustering with ant colony optimization for feature selection Parham Moradi, Mehrdad Rostami (2015)
A graph theoretic approach for unsupervised feature selection Parham Moradi, Mehrdad Rostami (2015)
A reliability-based recommendation method to improve trust-aware recommender systems Parham Moradi, Sajad Ahmadian (2015)
Gene selection for microarray data classification using a novel ant colony optimization Sina Tabakhi, Ali Najafi, Reza Ranjbar, Parham Moradi (2015)
Popularity Prediction of Videos in IPTV Systems Rehyaneh Ghavami, Alireza Abdollahpouri, Zhila Bahrami, Parham Moradi (2015)
An effective trust-based recommendation method using a novel graph clustering algorithm Parham Moradi, Sajad Ahmadian, Fardin Akhlaghian Tab (2015)
A New Robust Digital Image Watermarking Algorithm Based on LWT-SVD and Fractal Images Kayvan Ghaderi, Fardin Akhlaghian Tab, Parham Moradi (2015)
Relevance–redundancy feature selection based on ant colony optimization Sina Tabakhi, Parham Moradi (2015)
Velocity based artificial bee colony algorithm for high dimensional continuous optimization problems Nafiseh Imanian, Mohammad Ebrahim Shiri, Parham Moradi (2014)
A pattern mining approach to enhancing the accuracy of collaborative filtering in sparse data domains Mohsen Ramezani, Parham Moradi, Fardin Akhlaghian Tab (2014)
An Unsupervised Feature Selection Algorithm Based on Ant Colony Optimization Sina Tabakhi, Parham Moradi, Fardin Akhlaghian Tab (2014)
A NOVEL COLLABORATIVE FILTERING MODEL BASED ON COMBINATION OF CORRELATION METHOD WITH MATRIX COMPLETION TECHNIQUE ehsan Bojnordi, Parham Moradi (2013)
Reinforcement Learning for Multiple Access Control in Wireless Sensor Networks: Review, Model, and Open Issues Mohammad Fathi, Vafa Maihami, Parham Moradi (2013)
A random projection approach for estimation of the betweenness centrality measure Hadi Zare, Adel Mohammadpor, Parham Moradi (2013)
Predict Student Scores Using Bayesian Networks Rafea Torabi, Parham Moradi, Alireza Khanteimoori (2012)
Automatic skill acquisition in reinforcement learning using graph centrality measures Parham Moradi, Mohammad Ebrahim Shiri, Ali Ajdarirad, Alireza Khadivi, Martin Hasler (2011)
A Novel and Robust Approach for Iris Segmentation Mohammad Hossein Dashtban, Parham Moradi (2011)
Conference Papers
A Graph-based Density Peaks Method by Employing Shortest Path for Data Clustering Pooya Mehrmohammadi, Mohammad Hatami, Parham Moradi (2021)
A Graph-based Multi-Label Feature Selection using ant Colony Optimization Mohammad Hatami, Sabah Robitan Mahmood, Parham Moradi (2020)
A Trust-based Recommender System by Integration of Graph Clustering and Ant Colony Optimization Sabah Robitan Mahmood, Mohammad Hatami, Parham Moradi (2020)
A Density Peaks Clustering Method Based on Mutual kNN Graph and Shortest Path Pooya Mehrmohammadi, Mohammad Hatami, Parham Moradi (2020)
A Multi-Label Feature Selection Based on Mutual Information and Ant Colony Optimization Mohammad Hatami, Pooya Mehrmohammadi, Parham Moradi (2020)
Feature selection based on hybridization of Information gain and graph clustering for text classification Shadi Rahimi, Alireza Abdollahpouri, Fatemeh Zamani, Parham Moradi (2019)
A trust-aware recommender system using the topological influence of users in social networks Negar Azizi, Kamal Al-Barznji, Parham Moradi (2019)
Self-Paced Multi-Label Learning with Diversity Seyed Siamak Ghodsi, Seyed Amjad Seyedi, Fardin Akhlaghian Tab, Mahdi Jalili, Parham Moradi (2019)
A Community Detection Method Based on the Subspace Similarity of Nodes in Complex Networks Mehrnoush Mohammadi, Parham Moradi, Mahdi Jalili (2019)
AN EFFICIENT RECOMMENDER SYSTEM BY INTEGRATING NON-NEGATIVE MATRIX FACTORIZATION WITH TRUST AND DISTRUST RELATIONSHIPS Hashem Parvin, Parham Moradi, Shahrokh Esmaeili, Mahdi Jalili (2018)
Nonnegative matrix factorization regularized with trust relationships for solving cold-start problem in recommender systems Hashem Parvin, Parham Moradi, Shahrokh Esmaeili (2018)
An NMF- based community detection method regularized with local and global information Mehrnoush Mohammadi, Parham Moradi, Mahdi Jalili (2018)
A collaborative filtering method based on genetic algorithm and trust statements Hashem Parvin, Parham Moradi, Shahrokh Esmaeili (2018)
A weakly-supervised factorization method with dynamic graph embedding Seyed Amjad Seyedi, Parham Moradi, Fardin Akhlaghian Tab (2017)
A clustering-based matrix factorization method to improve the accuracy of recommendation systems Zahra Shajarian, Seyed Amjad Seyedi, Parham Moradi (2017)
A local Random Walk method for identifying communities in social networks Sandos Bahadori, Parham Moradi (2017)
An Evolutionary Based Multi-Objective Filter Approach for Feature Selection Mahdieh Labani, Parham Moradi, Mahdi Jalili, Xinghuo Yu (2017)
An improved density peaks method for data clustering Abdulrahman Lotfi, Seyed Amjad Seyedi, Parham Moradi (2016)
On the Modularity Improvement for Community Detection in Overlapping Social Networks Samaneh Ghaderi, Alireza Abdollahpouri, Parham Moradi (2016)
A Multi-objective Genetic Algorithm for Community Detection in Weighted Networks Zahra Ghaffaripour, Alireza Abdollahpouri, Parham Moradi (2016)
A Feature Weighting Based Artificial Bee Colony Algorithm for Data Clustering Manijeh Rahimi, Parham Moradi, Alireza Abdollahpouri (2016)
A Trust-aware Recommender Algorithm based on Users Overlapping Community Structure Parham Moradi, Fatemeh Rezaeimehr, Sajad Ahmadian, Mahdi Jalili (2016)
A reliability based clustering method for improving performance of trust based collaborative filtering systems Fatemeh Rezaeimehr, Parham Moradi (2016)
Integrating ABC with genetic grouping for university course timetabling problem Elham Ghasemi, Parham Moradi, Mohammad Fathi (2015)
Popularity Prediction of Videos in IPTV Systems Rehyaneh Ghavami, Alireza Abdollahpouri, Parham Moradi, Zhila Bahrami (2015)
Diversity and Separable Metrics in Over-Sampling Technique for Imbalanced Data Classification Shadi Mahmoudi, Parham Moradi, Fardin Akhlaghian Tab, Rizan Moradi (2014)
Application of game theory techniques for improving trust based recommender systems in social networks Mohammad Mahdi Azadjalal, Parham Moradi, Alireza Abdollahpouri (2014)
A Clustering Based Genetic Algorithm for Feature Selection Mehrdad Rostami, Parham Moradi (2014)
An improved model of trust-aware recommender systems using reliability measurements Sajad Ahmadian, Parham Moradi, Fardin Akhlaghian Tab (2014)
Improve performance of collaborative filtering systems using backward feature selection Mohsen Ramezani, Parham Moradi, Fardin Akhlaghian Tab (2013)
Evolutionary based matrix factorization method for collaborative filtering systems Darioush Zandi, Parham Moradi, Fardin Akhlaghian Tab (2013)
A new robust semi-blind digital image watermarking approach based on LWT-SVD and fractal images Kayvan Ghaderi, Fardin Akhlaghian Tab, Parham Moradi (2013)
A New Hybrid Clustering Algorithm for Improving Results of Recommender Systems Mohsen Ramezani, Parham Moradi (2013)
Improving performance of collaborative filtering Systems with rating-based similarity measure Fereshte Kiasat, Parham Moradi (2013)
Improving Results of Mixture Model Based Graph Clustering Methods Using Evolutionary Algorithms Ghasem Elyasi, Parham Moradi, Fardin Akhlaghian Tab (2012)
A New Approach in Digital Image Watermarking Based on DWT-SVD Using CPPN-NEAT Kayvan Ghaderi, Fardin Akhlaghian Tab, Parham Moradi (2012)
A New Similarity Measure for mproving Recommender Systems Based on Fuzzy Clustering and Genetic Algorithm Fereshte Kiasat, Parham Moradi (2012)
A Novel Collaborative Filtering Model based on Combination of Correlation Method with Matrix Completion Technique ehsan Bojnordi, Parham Moradi (2012)
Automatic Skill Acquisition in Reinforcement Learning Agents Using Connection Bridge Centrality Parham Moradi, Mohammad Ebrahim Shiri, Negin Entezari (2010)
A Local Graph Clustering Algorithm for Discovering Subgoals in Reinforcement Learning Negin Entezari, Mohammad Ebrahim Shiri, Parham Moradi (2010)
Automatic Skill Acquisition in Reinforcement Learning using Connection Graph Stability Centrality Ali Ajdarirad, Parham Moradi, Martin Hasler (2010)
A Personalized Search Engine Using Ontology-based Fuzzy Concept Networks Fardin Akhlaghian Tab, Batool Arzanian, Parham Moradi (2010)
Predict Student Scores Using Bayesian Networks Rafea Torabi, Parham Moradi, Alireza Khanteimoori (2010)
Books
Theses

Research interests

  • Deep learning
  • Big data analysis
  • Social Network Analysis
  • Reinforcement Learning
  • Recommender Systems
  • Machine Learning
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Executive activities

  • Dean of the Faculty of Engineering (1399 - present)
  • Head of Open Training and E-Learning (1395 - 1398)
  • Head of Computer Engineering Department (1390 - 1392)
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