Faculty Members

Eghbal Mansoori

Eghbal Mansoori

Eghbal Mansoori    (FA Page)

Associate Professor
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Books


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Conferences


Fundamentals



FirstName And Last Name Project Name Degree download-thesis def-date
Text Summarization using Recurrent Neural Networks M.S
maryam alirezaee Predicting the secondary structure of proteins by neural-genetic classifiers M.S 1391/07/09
Hamid Basei A new approach for analyzing emotions in textual documents M.S 1399/11/30
Hojjat-Allah Bazoobandi Proposing Methods for Improving Training of Deep Neural Networks Ph.D 1401/04/29
Mohammad Darvishi Padook Text retrieval using semi-supervised clustering methods M.S 1389/08/17
Zeinab Dehghan Feature Selection by Hierarchical Clustering M.S 1394/10/21
Tahere Esfandiari bayat A heuristic method for search space reduction in generating fuzzy classification rules M.S 1391/06/26
farinaz falahpour Feature selection for gene expression data clustering M.S 1395/06/31
amir fallahi Extracting frequent patterns in protein sequences M.S 1390/11/09
Seyedeh Faezeh Farahbakhshian Attribute Selection based on Fuzzy-Rough Set Theory with Application to Tumor Classification M.S 1394/09/18
Mohsen Golshani Gharyehali Documents Classification Using Deep Neural Networks M.S 1397/11/30
ramin haghjou sarvestani Extending the sixth sense algorithms for hand gesture recognition to do interaction between digital and physical world M.S 1392/12/12
sajjad hajizade dargiry Automatic Subsidence Detection Based on Radar Interferometry Using Deep Learning M.S
Sam Hamzeloo Ensemble techniques for improving the performance of nearest neighbor algorithm M.S 1390/12/21
Mahshad Hashemi Disease Genes Identification Based on Protein Features M.S 1400/06/11
Haleh Homayouni New Approaches in Ensemble Learning based on Stacking Ph.D 1399/06/31
Elham Hoseini Selecting discriminative features in linked data: an unsupervised approach Ph.D 1397/06/27
Sajjad Hosseini Proposing an Efficient Method for Influence Maximization in Social Networks M.S 1396/06/29
Aref Jafari Supervised feature learning using deep neural networks M.S 1396/06/28
tahereh jamali asl Age estimation from speech by deep learning algorithms and feature extraction using Autoencoder M.S
GholamHossein Jowkar Developing a Hybrid Method for Disease Gene Identification M.S 1394/11/13
shima kamyab A novel approach for 3D human face inverse rendering using deep learning Ph.D 1401/03/22
Reyhane keshavrzpour Encoding selection and ensemble classification for biomedical data M.S 1402/11/01
fatemeh khalilipour Presenting efficient features from well logging signals in order to construct accurate and interpretable rules for decision making in oil drilling M.S
Shabnam Khodadadi A Weighed Ensemble-based Approach for RNA Secondary Structure Prediction M.S 1393/06/31
Samaneh Liaghat Selecting Informative Genes for Clustering of Gene Expression Data M.S 1394/12/04
Navid Mahmoodabadi A novel approach for improving the performance of Data Clustering using Fuzzy Type-II M.S 1392/12/13
hamid mahmoodi Statistical Model Based Text Clustering M.S 1391/05/07
Abbas Mehrbanian Molecular Property Prediction via Multi-view Molecular Representation Learning M.S
soroush mehrpou Identification of essential proteins using topological and biological features of protein-protein interaction networks M.S 1402/06/26
Farzaneh Meimandi Parizi Structural classification of proteins using fuzzy rules M.S 1391/12/07
taherehbeygom mirhosseini Storage and retrival of linguistic concepts in fuzzy associative neural networks M.S 1391/07/05
raziyeh moghadas Proposing a model to solve constraint satisfaction problems using multi-agent systems M.S 1392/12/11
zinat monfared Developing Intelligent Approaches for Persian News Mining M.S 1393/06/31
Amir MoradKhani Single-Channel Auditory Source Separation using Deep Clustering and Orthogonality Constraint M.S 1400/11/15
Amirahmad Nayyeri Proposing a Method for Realization of Community Formation in Complex Networks using Information Theoretic Measures Ph.D
somayyeh owji Gene Expression Data Classification by Fuzzy Rules M.S 1391/12/12
Mohammad Sadegh Paytam Using Biocomputing to find the shortest path between two vertices in a directed graph M.S 1391/11/17
Sara Pejhan A Biologically Inspired Solution for Travelling Salesman Problem M.S 1392/11/27
Armin pishehvar EEG-based Emotion recognition using causal complex-valued graph neural network M.S
mohsen rahmanian Generating Fuzzy Classification Rules for Imbalanced Data sets M.S 1389/12/14
Mohsen Rahmanian Proposing Deep Methods for Multi-Modal Data Mapping Ph.D
Nazanin Rajabpour dehdashti Protein Secondary Structure Prediction using Deep Neural Networks M.S 1398/06/16
Afrooz Rashedi Ashrafi Drug Repurposing using Graph Neural Network M.S
hamed rostami Pattern recognition algorithm develop based on radon transform and DTW M.S 1396/06/30
Hamed Sadravi Bicluster Detection in Gene Expression Data using Deep Learning M.S 1403/06/20
Masoud Saeed Alleviating the Sparsity Problem in Recommender Systems Ph.D 1396/07/13
Massar Sara Pattern Classification Based on Ensemble of Extreme Learning Machines M.S 1397/06/27
Khadijeh Shafiee sarvestani feature selection for generating fuzzy classification rules M.S 1390/11/25
zahra shaghaghian Biomarker Identification as Pre-disease Stage using Deep Learning M.S
Homeira Shahparast Fuzzy rule-based classifiers for data streams M.S 1391/06/27
sobhan siamak A New Method for Object Detection Using Deep Reinforcement Learning and Capsule Networks M.S 1400/11/15
mehrnoosh sinaee Gene Expression Data Clustering by Fuzzy Rules M.S 1391/12/05
shima soltani sarvestani An Algorithm for Digital Image Watermarking using Hadamard Transform M.S 1393/11/01
Somayeh Taheri Motif discovery in biological sequences M.S 1389/06/29
Reza Tahmasebi Drug-Target Affinity Prediction using Graph Neural Networks M.S
saneya vahedian movahed predicting protein secondary structure using neural network M.S 1391/12/15
Alireza Zare Promoter prediction using structural features of DNA M.S 1395/05/31
صمد ذبیحی A New Approach for Image Visual Saliency Detection M.S 1399/04/30
Mohammad Abbasi Rad Proposing a Novel Method for Many-Objective Optimization Using Evolutionary Algorithms M.S 1392/12/20
Lida Abdi Proposing an Approach for Learning from Multiclass Imbalanced Datasets Using Ensemble Methods M.S 1392/06/31
Lida Abdi Transfer Learning Approach Based on Transferable Components Analysis Ph.D 1400/06/13
Meysam Abri Designing a fast recommender system relying on users ranking in social networks M.S 1397/06/27
Dadfar Abyazi Image Restoration and Super-Resolution using GAN (IRSGAN) M.S 1402/11/15
ali adami Breathing Rate Estimation by Processing of Electrocardiogram and Photoplethysmogram Signals During Physical Exercise M.S 1398/06/29
Iman Adib Direct Marketing using nearest neighbor algorithm and weighted distance M.S 1390/11/12
Sara Afshar An Efficient Quantitative Index for Monitoring Depth of Anesthesia using Statistical Models and Deep Neural Networks M.S 1399/06/15
Najmeh Ahang Fuzzy Turing machine and its capabilities M.S 1397/06/26
seyed kaveh ahmadi abhari Multi-label Classification Using Learning Classifier Systems M.S 1391/07/05
Elham Amirizadeh A deep convolutional Spiking Neural Network Ph.D
Pouyan Ansarirad Extended Random Histogram Forest for Unsupervised Anomaly Detection M.S 1402/06/27
Sara ArabYarmohammadi Designing a Fuzzy Expert System for e-Banking Phishing Detection (Case Study: Iranian Banks) M.S 1391/12/07
Hanieh Asadi Golmankhaneh Proposing Efficient Rumor Detection Method in Social Networks Based on Deep Neural Networks Ph.D
navid ashja arvan Vehicle Detection on Aerial Images using Deep Learning M.S 1401/11/15
Mahsa Badami A New Approach to Multi-Objective Clustering (MOC) Method M.S 1391/03/30
Ali Bagheri Ghazani Predicting the subcellular location of proteins using machine learning algorithms M.S 1398/11/30
zohre bahman Design and Simulation of an Intelligent Model for E-tourism Development using Neural Network M.S 1391/06/25
Mohsen Bahramabadi A New Approach for Efficiency Improvement of Sparse Representation Classification M.S 1402/06/29
maryam bahrami derasele Classification of influenza virus’s subtype and host based on mining its sequences M.S 1391/07/09
Samaneh Barati Dehsorkhi Extractive Text Summarization Based on Evolutionary Algorithms M.S 1397/06/31
amirhosein batouei Developing a Recommender System Based on BERT and Matrix Factorization M.S
Hadis Biglari Leveraging Alterations in Brain Network Connectivity for Alzheimer's Disease Diagnosis Ph.D
Ali Bolhasani A Model to Predictive Maintenance of Equipments in Oil Factories By Data Mining Techniques,Case Study:Gachsaran Oil & Gas Production Company M.S 1393/06/19
Elham Chitsaz Subspace Clustering For Microarray Gene Expression Data Analysis Ph.D 1394/06/25
mahdi dadashzadeh Desing And Implementation For Tele-Psychology In Iran Using Video Conferenceing M.S 1392/07/21
Alireza Dahesh Image Restoration Through Deep Neural Networks Using Causal Learning M.S
GholamAli DastBala Downscaling of Soil Moisture Product of SMAP Mission by Using Deep Learning Ph.D
Sajjad Dehghanian Presenting an Efficient Clustering Method to Categorize Metagenomics Data M.S 1397/06/26
Ali Dehghani Mohamadi Proposing a Method for automatic Keyword Extraction from scientific articles and implementing a sample M.S 1392/07/07
Mohammad Hassan Diyanati Discovery of structural and conceptual interrelations of words and its application in machine translation M.S 1391/11/24
zahra elahi ESTIMATION OF HYPNOTIZ ABILITY USING EEG SIGNAL WITH FUZZY METHOD M.S 1389/03/23
GholamReza Emadi Using Heuristics to Solve Next Release Problem (NRP) M.S 1392/07/03
Farnoush Farhadi A New Approach for Team Formation Problems in Social Networks M.S 1391/06/20
MOHAMMAD HASSAN FARHADI A Novel and Efficient Model for Diagnosis and Classification of Epilepsy Types from Raw EEG Using Deep Learning M.S 1403/06/17
zahra fathollahi Improving Efficiency of Attention Components in Transformer Neural Networks by Approximating Complex Matrix Operators Ph.D
Saeed Garmsiri Trust Evaluation Using Users’ Interactions and Behaviors in Social Networks M.S 1395/12/08
Ehsan Ghasemi A new mathematical approach for online suturing thread simulation and knot detection M.S 1395/08/25
soodabeh ghavipoor Investigation on Clustering and Routing Methods in Wireless Mobile Sensor Networks based on Fuzzy Logics M.S 1394/06/08
Samira Ghodratnama Designing a Distributed Classifier Based on Sub-Spaces Training M.S 1393/12/18
Sogand Gholami Shooli Increasing Fairness and Accuracy in Face Recognition Using Domain Generalization via Invariant Representation Learning M.S 1403/04/19
Saeid Goodarzian a new architecture for continuous action in learning classifier systems M.S 1390/07/17
Narges Goshtasbi Improving the Performance of Sleep Stage Classification Using Deep Learning M.S 1400/11/15
marjaneh habibian Predicting mortality behavior based on the Coronavirus M.S 1402/06/28
Zahra Hajizadeh providing a mechanism for improving nearest neighbor algorithm on imbalanced data M.S 1392/12/03
Seyyed aref Hakimzadeh Proposing an Online Classification Method with Limited Budget for Sequential Imbalanced Data M.S 1400/04/22
Sara Hashempoor Classifying Depressed Patients with Mild, Moderate and Severe Depression Using Machine Learning Approaches and Deep Neural Networks M.S 1399/06/31
Hamed Hassanisaadi Application of Signal Processing Algorithms for Non-numeric Data M.S 1391/12/13
seyed mehdi hazrati fard A Game Theoretic Framework for Feature Selection M.S 1391/07/11
Abotaleb Hojabri Presenting a combinnational intelligent regression model to predict the consumption of natural gas in iran M.S 1395/06/31
Elham Hoseini Co-clustering in Recommender Systems based on Collaborative Filtering M.S 1391/07/12
hadi izadi Development and Evaluation of a Defect Detection System for Tomato Grading Using Machine Vision Technology and Neuro-Fuzzy Networks (ANFIS) M.S 1392/07/10
masoud jabary Detection of Break and Leak of Pipe Lines of Bushehr Reactor by Using Neural Networks M.S 1389/06/31
pouria jahanbakhshian Presentation Of Model For Currency Treading In Global Market Based On Intelligent Preocedure M.S
Siavash Jalalian share price prediction by mixture of expert and fazzy M.S 1390/06/30
zahra karamimehr Feasibility of implementing an intelligent online exam system based on biometric authentication and tracking the examinee in LMS of Shiraz University M.S 1391/12/06
Najmeh kardanian Online Discovery of Time Series Motifs M.S 1392/07/06
Mohsen Karimi Modeling Financial Markets using Perceptual and Granular Computing Paradigms Ph.D 1400/11/15
Foroozan Karimzadeh A method for extracting & localizing the components related to cognitive process using sleep EEG M.S 1395/06/31
Ali Kavari Text Detection in Image using Deep Learning M.S 1401/11/15
Maryam Kaykha Proposing an Approach for Learning from Multi-label Data Sets M.S 1393/06/30
Reza Keivanifar An investigation into feasibility analysis, design and prototype implementation of an integrated citizen database M.S 1391/04/31
negar khajeh Presenting a New Clustering Method in order to Enhance the Spike Sorting Accuracy M.S 1395/06/31
Fatemeh Khalifeh Efficiently generating and evaluating candidate networks for schema-based keyword search in relational databases Ph.D
shahab khalvati Suggest a hybrid method for chaotic-based steganography for secure transmission of hidden information in images via email M.S
Shahram Khatabi Bavil Olya Evaluation and prediction of direct health care costs, using data mining techniques Case study: Health Management of Social Security Organization of Fars Province M.S 1393/12/13
zahra khoorsand a New Approach for Malware Detection M.S 1392/06/31
Bahar Khorram Segmentation of MR brain images using evolutionary algorithms M.S 1396/12/20
Aria Khoshsirat Uncertainty modeling in deep neural networks for image data M.S 1398/11/30
Abbas Khosravani Online Pattern Discovery in Multiple Time-Evolving Data Streams M.S 1390/06/31
Ehsan Khosravifar Analysis and forecasting consumption behavior of electricity customers using data mining techniques (Case Study: West Azarbaijan Electrical Distribution Company subscribers) M.S 1392/04/01
abbas khosravi Presentation multi-group artificial bee colony optimization algorithm for solving multi-objective problems (case studies in application requirements) M.S 1393/11/21
Pedram Kiani A Solution for social media marketing in Iranian industrial- for example Esfahan steel company(ESCO) M.S 1391/12/12
Ahmad Kohansal learning of fuzzy automata M.S
Sosan Konouzhi Designing machine learning Models for Drug Side-effect Prediction based on Decision Tree (DT), Artificial Neural Network (ANN) and Support Vector Machine (SVM) M.S 1399/06/31
ali malaki Presenting an adaptive model for generating a user session file M.S 1392/12/20
Ali Mashhoori Inferring gene regulatory networks from microarray time-series data using dynamic Bayesian networks M.S 1391/12/14
razie masoodi Climate classification of Fars province through clustering methods M.S 1402/11/15
mina memar Frequent pattern mining in data streams M.S 1390/06/31
narjes mirshekari Local hyper plane classification : A method to improve the performance of the K-nearest neighbor algorithm M.S 1390/06/28
Maryam MirzadehRahni A framework for developing intelligent fuzzy-based recommendation system for M.S 1391/06/29
fatemeh moghimi Stuttering Detection Using Audio and Text M.S
Fereshteh mohammadi Developing a hybrid system to handle uncertainty in expert system M.S 1391/12/07
shirin mohebbi An Ensemble Approach in Transductive Zero-Shot Learning M.S 1402/12/14
marzieh moheb Designing a method to assess the quality characteristics in enterprise architecture based on IT service management frameworks M.S 1391/12/14
Ehsan Mohsenpourian Quality and Usability Evaluation of Governmental Websites and Providing a Suitable Model M.S 1391/06/29
Mohammad Reza Moosavi Adaptation of distance-based classification algorithms for cost sensitive problems Ph.D 1391/12/16
melika mostaghim Presenting an efficient chaotic based steganography algorithm to hide information in images M.S 1393/12/19
vahid motaghed Clustering-based Collaborative filtering M.S 1391/06/19
seyedeh fatemeh mousavi Optimizing Complete Cross-Validation for Prototype Weighting in Nearest Neighbor Classification M.S 1397/11/30
Iman Nasr A Semantic Framework for Intelligent occupation classification in recruitment process M.S 1393/04/04
Amirhossein Nassiri Design and selection of materials from metal hydride compounds for solid hydrogen storage in green steel production using machine learning (artificial intelligence) technique. M.S
Ali Mohammad Nickfarjam Deep Belief Networks for Video Learning M.S 1391/07/12
massumeh nikooei A hybrid Feature matching for Mosaicing Of Video-Frames For Camera-Based Text Detection M.S 1391/06/25
mohammad mehdi piroozmandan Localization of Simulation soccer robots with limited visibility M.S 1392/12/19
Mehrdad Rabbi Angourani Proposing an Efficient Solution for Recommender Systems Keeping Rating Diversity M.S 1396/12/12
Hooman Rafat Safaee A Novel Model For Recommendation in Trusted Networks M.S 1392/06/26
mohammad rahimi Human detection using deep learning in color and thermal images M.S
farzad rahmanian Implementation of image processing algorithms with data and task parallel processing on clusters M.S 1392/11/20
Hossein Rajabzadeh Discrimination-based Supervised Dimensionality Reduction Ph.D
fatemeh rakee A Graph-based Sentiment Analysis Technique for Multi-Criteria Recommender Systems Ph.D
Fatemeh Rakee Proposing a Method for Online Influence Maximization in Social Networks Based on Trust M.S 1398/06/27
lida rashidi A novel approach for detecting anomalous patterns M.S 1391/06/25
Niloofar Rastin Enhancing Multi-label Classification Systems Using Label Correlations Ph.D 1399/11/15
zahra rezaei ravari Adaptive K-NN Classification algorithms by locally selecting the parameter K M.S 1391/12/06
Gholam Abbas Roostaee Design and implementation of a parallel migrating web crawler for water and wasted water industry M.S 1391/07/05
Mohammad Saberi Developing a new method for Image Retrieval using texture analysis techniques M.S 1391/12/08
Rasoul Sabzi Modeling of Bayesian-Based Multi-Target Tracking by Deep Neural Networks M.S 1399/11/30
seyed mojtaba saif Community detection in complex networks using multi-granular information fusion Ph.D 1402/05/29
maryam salehi Enhancing the prediction accuracy of artificial neural networks by proposing an initialization weight scheme based on genetic algorithm (Case: Prediction of natural gas consumption in Iran) M.S 1392/06/30
Fatemeh Shahali Face Classification using Small Sample Sized Data M.S 1397/06/31
sepideh shahidizandi Radio Positioning Using Neural Network for Outdoor Environments Ph.D
Iman Sharifirad A New Approach to Improve Local Feature Descriptor for Object Detection M.S 1394/12/18
Sara Sheikhi Providing an efficient way in intelligent filtering of unwanted text messages on mobile based on SMS content M.S 1396/06/29
Seyed Ahmadreza Siadat Identification of key genes and microRNAs in colorectal cancer M.S
maryam sorkhi Toward Forming an Effective Team in Social Networks M.S 1391/12/08
mohammad tabesh Direction Of Arrival Estimation In Antenna Arrays Using Neural Network M.S 1391/07/10
Zahra Taghados causal learning for cervical cell classification M.S 1402/06/29
neda taghienezhad Anomaly Detection and Localization in Crowded Surveillance Videos Using Deep Learning M.S 1401/06/27
Mohammad Taheri Descent optimization of discrete functions in parameter adjustment of classifiers Ph.D 1392/12/17
kamyab tahernezhadyani A New Approach To Multi Objective Optimization Based In Hyper-Volume M.S 1390/12/23
Hadi Tajali zadej Introducing a novel framework for clustering data stream Ph.D 1398/06/31
Betsabeh Tanoori Semi-supervised learning methods for identification of drug-target interaction Ph.D 1400/06/31
Esmaeel Vafanoor An investigation into algorithms used in decision support systems in flight scheduling M.S
hassan vogdani On study of Channel Estimation based on Deep Learning M.S 1402/12/14
fatemeh yousefi Diagnosis of Mycosis Fungoides Using Causal Learning-Based Segmentation of Epidermis and Lymphocytes M.S
Farnoosh Zandkarimi Offering Cloud Computing Solutions for Enhancing Business to Business (B2B) in Iran M.S 1392/11/30
leila zarban A Selective Approach for Walking Algorithm of a Robotic Soccer Player M.S 1390/06/20
Azita Zarei kordshuly Communication Optimization in Robotic Swarm Simulation M.S 1394/08/20
Mohammad Sadegh Zare Recommendation based on opinion mining and construction of user and item profiles M.S 1393/06/31
MOHAMMAD JAVAD ZOMORODIAN Adaptation of Nearest Neighbor algorithm for classification of data streams M.S 1390/11/11
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