Fardin Akhlaghian Tab

Courses

Bachelor Of Science

Artificial Intelligence

Master Of Science

Machine Learning

Deep Learning

Computer Vision

PHD

Advanced Deep Learning

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Research activities

Journal Papers

Encoder-Decoder Nonnegative Matrix Factorization with β Divergence for Data Clustering Sayvan Soleymanbaigi, Seyed Amjad Seyedi, Fardin Akhlaghian Tab, Fatemeh Daneshfar (2026) Pattern Recognition: ;

Mediating between filter and wrapper via probabilistic models, A hybrid feature selection framework for multi-label data Barzan Saeedpour, Fardin Akhlaghian Tab, Mohsen Ramezani, Eqbal Hosseini (2025) Engineering Applications of Artificial Intelligence: B; 111927

Combining evolutionary and swarm algorithms in a hybrid subspace-wise search strategy for feature selection Mahsa Mohammadi, Mohsen Ramezani, Fardin Akhlaghian Tab, Fardin Ahmadizar (2025) Cluster Computing-The Journal of Networks Software Tools and Applications: 28; 1-26

A New Deep Vision-Based Identifier As An Intelligent Herbicide Spraying Agent For Potato Farm Application (1403) مدل سازی در مهندسی: 22; 79-97

Diverse Joint Nonnegative Matrix Tri-Factorization for Attributed Graph Clustering Arina Mohammadi, Seyed Amjad Seyedi, Fardin Akhlaghian Tab, Rojiar Pir mohammadiani (2024) Applied Soft Computing: ; 112012

Multi-label feature selection with global and local label correlation Mohammad Faraji, Seyed Amjad Seyedi, Fardin Akhlaghian Tab, Reza Mahmoudi (2024) Expert Systems with Applications: 246; 123198

Enhancing link prediction through adversarial training in deep Nonnegative Matrix Factorization Reza Mahmoudi, Seyed Amjad Seyedi, Alireza Abdollahpouri, Fardin Akhlaghian Tab (2024) Engineering Applications of Artificial Intelligence: ; 108641

Deep asymmetric nonnegative matrix factorization for graph clustering Akram Hajiveiseh, Seyed Amjad Seyedi, Fardin Akhlaghian Tab (2024) Pattern Recognition: 148; 110179

Unsupervised feature selection using orthogonal encoder-decoder factorization Maryam Mozaffari, Seyed Amjad Seyedi, Rojiar Pir mohammadiani, Fardin Akhlaghian Tab (2024) Information Sciences: 663; 120277

Robust deep image-watermarking method by a modified Siamese network Ako Bartani, Fardin Akhlaghian Tab, Alireza Abdollahpouri, Mohsen Ramezani (2024) Neural Computing and Applications: ; 7743–7762

Link prediction by adversarial Nonnegative Matrix Factorization Reza Mahmoudi, Seyed Amjad Seyedi, Fardin Akhlaghian Tab, Alireza Abdollahpouri (2023) Knowledge-based systems: 280; 110998

Self-supervised semi-supervised nonnegative matrix factorization for data clustering Jovan Chavoshinejad, Seyed Amjad Seyedi, Fardin Akhlaghian Tab, Navid Salahian (2023) PATTERN RECOGNITION: 137; 109282-...

Elastic adversarial deep nonnegative matrix factorization for matrix completion Seyed Amjad Seyedi, Fardin Akhlaghian Tab, Abdulrahman Lotfi, Navid Salahian, Jovan Chavoshinejad (2023) INFORMATION SCIENCES: 621; 562-579

Deep Autoencoder-like NMF with Contrastive Regularization and Feature Relationship Preservation Navid Salahian, Fardin Akhlaghian Tab, Seyed Amjad Seyedi, Jovan Chavoshinejad (2023) EXPERT SYSTEMS WITH APPLICATIONS: 214; 119051-...

An adaptive optic-physic based dust removal method using optimized air-light and transfer function Ako Bartani, Alireza Abdollahpouri, Mohsen Ramezani, Fardin Akhlaghian Tab (2022) MULTIMEDIA TOOLS AND APPLICATIONS: 81; 33823-33849

A Deep Human Action Representation For Retrieval Application Mohsen Ramezani, Fardin Akhlaghian Tab, Farzin Yaghmaee (2022) Modeling and Simulation in Electrical and Electronics Engineering: 2; 17-25

A novel extreme learning machine based kNN classification method for dealing with big data Amin Shokrzade, Mohsen Ramezani, Fardin Akhlaghian Tab, Mahmud Abdulla Mohammad (2021) EXPERT SYSTEMS WITH APPLICATIONS: 183; 115293-...

A new generalized collaborative filtering approach on sparse data by extracting high confidence relations between users Mohsen Ramezani, Fardin Akhlaghian Tab, Alireza Abdollahpouri, Mahmud Abdulla Mohammad (2021) INFORMATION SCIENCES: 570; 323-341

ELM-NET, a closer to practice approach for classifying the big data using multiple independent ELMs Amin Shokrzade, Fardin Akhlaghian Tab, Mohsen Ramezani (2020) Cluster Computing-The Journal of Networks Software Tools and Applications: 23; 735-757

A multi-objective model for identifying valuable nodes in complex networks with minimum cost Alireza Abdollahpouri, Chiman Salavati, Jamal Arkat, Fardin Akhlaghian Tab, Zhaleh Manbari (2020) Cluster Computing-The Journal of Networks Software Tools and Applications: 23; 2719–2733

Fast unsupervised feature selection based on the improved binary ant system and mutation strategy Zhaleh Manbari, Fardin Akhlaghian Tab, Chiman Salavati (2019) NEURAL COMPUTING & APPLICATIONS: Volume 31, Issue 9; 4982–4963

Hybrid fast unsupervised feature selection for high-dimensional data Zhaleh Manbari, Fardin Akhlaghian Tab, Chiman Salavati (2019)

A highly robust and secure image watermarking based on classification and visual cryptography Ali Fatahbeygi, Fardin Akhlaghian Tab (2019)

Featre selection on large-scale issues using clustering and meta-algorithms Fardin Akhlaghian Tab, Shabnam Amiri (2018)

A learning automata framework based on relevance feedback for content-based image retrieval Mohsen Fathian, Fardin Akhlaghian Tab, Karim Moradi, Soudeh Saien (2018)

A new robust video watermarking algorithm based on SURF features and block classification Zhila Bahrami, Fardin Akhlaghian Tab (2018)

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)

Artificial neural network development by means of a novel combination of grammatical evolution and genetic algorithm Fardin Ahmadizar, khabat Soltanian, Fardin Akhlaghian Tab, Ioannis Tsoulos (2015)

Data Mining-Based Wavelength Selection for Monitoring Quality of Tomato Fruit by Backscattering and Multispectral Imaging Kaveh Mollazade, Mahmoud omid, Fardin Akhlaghian Tab, Yousef Rezaei Kalaj, seyed saeid Mohtasebi (2015)

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)

Analysis of texture-based features for predicting mechanical properties of horticultural products by laser light back scattering imaging Kaveh Mollazade, Mahmoud omid, Fardin Akhlaghian Tab, Yousef Rezaei Kalaj, seyed saeid Mohtasebi, Manuela Zude (2013)

Adaptive, scalable and robust watermarking for wavelet-based progressive image transmission Mehran Deljavan Amiri, HABIBOLLAH Danyali, Sayed Bahram ZzahirAzami, Fardin Akhlaghian Tab (2013)

Profile-based Face Recognition using the Outline Curve of the Profile Silhouette Karamatollah gafari, Fardin Akhlaghian Tab, HABIBOLLAH Danyali (2012)

Principles and Applications of Light Backscattering Imaging in Quality Evaluation of Agro-food Products: a Review Kaveh Mollazade, Mahmoud omid, Fardin Akhlaghian Tab, seyed saeid Mohtasebi (2012)

Application of Imperialist Competitive Algorithm for feature selection: A Case Study on Bulk Rice Classification Seyed Jalaleddin Mousavi Rad, Fardin Akhlaghian Tab, Kaveh Mollazade (2012)

Design of an Expert System for Rice Kernel Identification Using Optimal Morphological Features and Back Propagation Neural Network Seyed Jalaleddin Mousavi Rad, Fardin Akhlaghian Tab, Kaveh Mollazade (2012)

Retina identification based on the pattern of blood vessels using fuzzy logic Vafa Barkhoda, Fardin Akhlaghian Tab, Mehran Deljavan Amiri, Mohammad Sadeg Nouroozzadeh (2011)

ROBUST BLIND DWT BASED DIGITAL IMAGE WATERMARKING USING SINGULAR VALUE DECOMPOSITION HABIBOLLAH Danyali, MORTEZA Makhloghi, Fardin Akhlaghian Tab (2011)

Multiresolution video object extraction fitted to scalable wavelet-based object coding Fardin Akhlaghian Tab, Golshah Naghdy, Alfered Mertins (2007)

Scalable Multiresolution Color Image Segmentation'' Fardin Akhlaghian Tab, Golshah Naghdy, Alfered Mertins (2006)

Conference Papers

Self-Paced Multi-Label Learning with Diversity Seyed Siamak Ghodsi, Seyed Amjad Seyedi, Fardin Akhlaghian Tab, Mahdi Jalili, Parham Moradi (2019)

Evolutionary Feature Selection Based on Semi Local Search Mahsa Mohammadi, Fardin Akhlaghian Tab, Khabat Soltanian (2019)

A weakly-supervised factorization method with dynamic graph embedding Seyed Amjad Seyedi, Parham Moradi, Fardin Akhlaghian Tab (2017)

Categorizing Letters Based on Written Features for Feature Extraction in Kurdish Handwriting Aso BozorgPanah, Alireza Abdollahpouri, Fardin Akhlaghian Tab (2014)

Diversity and Separable Metrics in Over-Sampling Technique for Imbalanced Data Classification Shadi Mahmoudi, Parham Moradi, Fardin Akhlaghian Tab, Rizan 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 Approach in Digital Image Watermarking Based on DWT-SVD Using CPPN-NEAT Kayvan Ghaderi, Fardin Akhlaghian Tab, Parham Moradi (2012)

Improving Results of Mixture Model Based Graph Clustering Methods Using Evolutionary Algorithms Ghasem Elyasi, Parham Moradi, Fardin Akhlaghian Tab (2012)

Spatial Mapping of Moisture Content in Tomato Fruits using Hyperspectral Imaging and Artificial Neural Networks Kaveh Mollazade, Mahmoud omid, Fardin Akhlaghian Tab, seyed saeid Mohtasebi, Manuela Zude (2012)

Real Time Identification of Rice Varieties UsingTexture Features Based on Classifier Fusion Method Seyed Jalaleddin Mousavi Rad, Fardin Akhlaghian Tab, Kaveh Mollazade (2012)

DIGITAL CAMERA IDENTIFICATION BY MODELING THE PROBABILITYDISTRIBUTION OF SENSOR PATTERN NOISE ّFereshteh Gharibi, javad Ravanjamjah, Fardin Akhlaghian Tab, Sayed Bahram ZzahirAzami (2011)

Classification of rice varieties using optimal color and texture features and BP Neural networks Seyed Jalaleddin Mousavi Rad, Fardin Akhlaghian Tab, Kaveh Mollazade (2011)

Robust Detection of Copy-Move Forgery Using Texture Features ّFereshteh Gharibi, javad Ravanjamjah, Fardin Akhlaghian Tab, Sayed Bahram ZzahirAzami, javad Alirezaei (2011)

A new robust blind DWT-SVD based digital image watermarking MORTEZA Makhloghi, Fardin Akhlaghian Tab, HABIBOLLAH Danyali (2011)

An Improved Adaptive Neural Fuzzy Channel Equalizer ّFereshteh Gharibi, javad Ravanjamjah, Fardin Akhlaghian Tab, Sayed Bahram ZzahirAzami (2010)

A Personalized Search Engine Using Ontology-based Fuzzy Concept Networks Fardin Akhlaghian Tab, Batool Arzanian, Parham Moradi (2010)

Adaptive and Cooperative Multi-Agent Fuzzy System Architecture Fatemeh Daneshfar, Fardin Akhlaghian Tab, MANSORI Fathollah (2009)

Retina Identification Based on the Sketch of Blood Vessls Using Angular and Radial Partitioning Mehran Deljavan Amiri, Fardin Akhlaghian Tab, Vafa Barkhoda (2009)

``Semantic Image Segmentation Based on the Global Precedence Effect and Deformable Templates" Fardin Akhlaghian Tab, Golshah Naghdy (2007)

Scalable Multiresolution Image Segmentation and Its Application in Video Object Extraction Algorithm Fardin Akhlaghian Tab, Golshah Naghdy, Alfered Mertins (2005)

Knowledge-Based Semantic Image Segmentation Based on Global Precedence Effect Fardin Akhlaghian Tab, Golshah Naghdy (2005)

Multi resolution image segmentation for scalable object-based wavelet coding Fardin Akhlaghian Tab, Alfered Mertins, HABIBOLLAH Danyali (2003)

MULTI RESOLUTION IMAGE SEGMENTATION FOR SCALABLE OBJECT-BASED WAVELET CODING Fardin Akhlaghian Tab, Alfered Mertins, HABIBOLLAH Danyali (2003)

Multi resolution image segmentation with border smoothness for scalable object-based wavelet coding" Fardin Akhlaghian Tab, Golshah Naghdy, Alfered Mertins (2003)

Multiresolution Image Segmentation with Border Smoothness for Scalable Object-BasedWavelet Coding Fardin Akhlaghian Tab, Golshah Naghdy, Alfered Mertins (2003)

Speech

Deep Learning and Computer Vision Fardin Akhlaghian Tab (2019)

Theses

Graph representation through Influence-Guided Multi-Scale Contrastive Learning (1404)

Heart Disease Diagnosis by Simultaneous Use of Electrocardiogram Signals and Demographic Data (1403)

Self-representation factorization to learn generalizable representation (1403)

A Filter-Wrapper Many-Objective Multi-label Feature Selection (1402)

Elastic Nonnegative Matrix Factorization with Self-paced Learning (1402)

Multi-label Feature Selection by Exploiting Global and Local Label Correlation (1402)

Community discovery in Attributed Graphs using Community discovery in Attributed Graphs using Joint Nonnegative Matrix Tri-Factorization (1402)

Asymmetric Nonnegative Matrix Factorization for Directed Graph Clustering (1401)

Development of relative strength index and commonly used patterns in cryptocurrency trading (1401)

Boosting Semi-Supervised Nonnegative Matrix Factorization using Self-Supervised Learning (1401)

Deep Nonnegative Matrix Factorization with Contrastive Regularization and Feature Relationship Preservation (1401)

presenting a two-stream method based on traditional and deep complementary features to detect human activity in video (1401)

GAN-Based Guided Image Inpainting By User-defined Side Information Mohsen Ramezani, Fardin Akhlaghian Tab (2022)

Combined wide vision system for navigation of robots (1391)

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Research interests

Matrix Factorization
Computer Vision
Deep Learning
Machine Learning

Name: Elham Moradizadeh

AcademicLevel: PHD

Field: Artificial Intelligence

Thesis:
Name: Atefeh Moradiani

AcademicLevel: PHD

Field: Artificial Intelligence

Thesis:
Name: Seyed Wafa Barkhoda

AcademicLevel: PHD

Field: Artificial Intelligence

Thesis:
Name: Reza Mahmoodi

AcademicLevel: PHD

Field: Artificial Intelligence

Thesis:

Fardin Akhlaghian Tab

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