Fateme Daneshfar

Education

BSc. in Computer Engineering , University of Tehran , IRAN (1999 - 2004)
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MSc. in Computer Engineering-Artificial Intelligence , University of Kurdistan , IRAN (2007 - 2009)
Thesis title:
PhD. in Computer Engineering-Artificial Intelligence , Razi University , IRAN (2015 - 2020)
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Courses

Bachelor Of Science

Artificial Intelligence

Signals and Systems

Information Retrieval

Machines and Languages Theory

Master Of Science

Large language models

Speech Processing

Digital Signal Processing

Natural Language Processing

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Research activities

Journal Papers

Image captioning by diffusion models: A survey Fateme Daneshfar, Ako Bartani, Pardis Lotfi (2024)

The Evolutionary Convergent Algorithm: A Guiding Path of Neural Network Advancement Eqbal Hosseini, Abbas Al-Ghaili, Dler Hussein Kadir, Fateme Daneshfar, Saraswathy Shamini Gunasekaran, Muhammet Deveci (2024)

Machine Learning Techniques in Enhanced Oil Recovery Screening Using Semisupervised Label Propagation Pouya Vaziri, Sanyar Ahmadi, Fateme Daneshfar, Behnam Sedaee, Hamzeh Alimohammadi, Mohammad Reza Rasaei (2024)

Enhancing Low-Resource Sentiment Analysis: A Transfer Learning Approach Fatemeh Daneshfar Fateme Daneshfar (2024)

Elastic Deep Autoencoder for Text Embedding Clustering by an Improved Graph Regularization Fateme Daneshfar, Sayvan Soleymanbaigi, Ali Nafisi, Pedram Yamini (2024)

A survey on semi-supervised graph clustering Fateme Daneshfar, Sayvan Soleymanbaigi, Pedram Yamini, Mohammad Sadra Amini (2024)

Autoencoders and their applications in machine learning: a survey Kamal Berahmand, Fateme Daneshfar, Elaheh Sadat Salehi, Yuefeng Li, Yue Xu (2024)

Enhanced text classification through an improved discrete laying chicken algorithm Fateme Daneshfar, Mohammad Javad Aghajani (2024)

An octonion-based nonlinear echo state network for speech emotion recognition in Metaverse Fateme Daneshfar, mohammad behdad jamshidi (2023)

A Review of the Potential of Artificial Intelligence Approaches to Forecasting COVID-19 Spreading mohammad jamshidi, sobhan roshani, Jakub Talla, ali lalbakhsh, Zdenˇek Peroutka, Fateme Daneshfar, zahra malek, Fariborz Parandin, saeed roshani (2022)

Hybrid Deep Learning Techniques for Predicting Complex Phenomena: A Review on COVID-19 mohammad jamshidi, sobhan roshani, Fateme Daneshfar, ali lalbakhsh, saeed roshani, pedram lalbakhsh, farima hadjilooei, Alireza Jamshidi, Zdenˇek Peroutka, Jakub Talla, zahra malek, Fariborz Parandin (2022)

Speech emotion recognition using hybrid spectral-prosodic features of speech signal/glottal waveform, metaheuristic-based dimensionality reduction, and Gaussian elliptical basis function network classifier Fateme Daneshfar, jahanshah kabudian, abbas nikabadi (2020)

Speech emotion recognition using discriminative dimension reduction by employing a modified quantum-behaved particle swarm optimization algorithm Fateme Daneshfar, jahanshah kabudian (2020)

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A new desing of intelligent traffic signal control Fateme Daneshfar, javad Ravanjamjah (2013)

Intelligent load-frequency control in a deregulated environment: continuous-valued input, extended classifier system approach Fateme Daneshfar (2013)

Load-Frequency Control in a Deregulated Environment Based on Reinforcement Learning Fateme Daneshfar (2013)

Load-Frequency Control in a Deregulated Environment Based on Bisection Search Fateme Daneshfar, Eqbal Hosseini (2012)

Multiobjective design of load frequency control using genetic algorithms Fateme Daneshfar, Hassan Bevrani (2012)

A New Intelligent Agent-Based AGC Design With Real-Time Application Hassan Bevrani, Fateme Daneshfar, Takashi Hiyama (2012)

Load-Frequency Control: a GA based Bayesian Networks Multi-agent System Fateme Daneshfar, Hassan Bevrani, MANSORI Fathollah (2011)

Load–frequency control: a GA-based multi-agent reinforcement learning Fateme Daneshfar, Hassan Bevrani (2010)

Conference Papers

Construction of an Annotated Corpus for Kurdish Abstractive Text Summarization Fateme Daneshfar, Pedram Yamini, Abouzar Ghorbani (2023)

A Pattern Recognition Framework for Signal Processing in Metaverse Fateme Daneshfar, mohammad behdad jamshidi (2022)

A Hybrid Echo State Network for Hypercomplex Pattern Recognition, Classification, and Big Data Analysis mohammad behdad jamshidi, Fateme Daneshfar (2022)

LyBERT: Multi-class classification and recommendations of lyrics using Bidirectional Encoder Representations from Transformers (BERT) Revathy V.R, Anitha S. Pillai, Fateme Daneshfar (2022)

Speech Emotion Recognition Using a New Hybrid Quaternion-Based Echo State Network-Bilinear Filter Fateme Daneshfar, jahanshah kabudian (2021)

Speech Emotion Recognition Using a Hierarchical Adaptive Weighted MultiLayer Sparse Auto-Encoder Extreme Learning Machine with New Weighting and Spectral/SpectroTemporal Gabor Filter Bank Features Fateme Daneshfar, jahanshah kabudian (2021)

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Load-Frequency Control: Multiobjective Optimization Based on Genetic Algorithms Fateme Daneshfar (2013)

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A New Intelligent LFC Design in a Deregulated Environment Fateme Daneshfar, Hassan Bevrani (2012)

An Optimization Method for LFC Design in Restructured Power Systems Fateme Daneshfar, Hassan Bevrani (2012)

Bayesian Networks Design of Load-Frequency Control based on GA Fateme Daneshfar, Hassan Bevrani, MANSORI Fathollah (2011)

Multi-agent Reinforcement Learning Design of Load-Frequency Control with Frequency Bias Estimation Fateme Daneshfar, MANSORI Fathollah, Hassan Bevrani (2011)

Reinforcement learning based multi-agent LFC design concerning the integration of wind farms Hassan Bevrani, Fateme Daneshfar, Puria Daneshmand, Takashi Hiyama (2010)

Intelligent Automatic Generation Control: Multi-agent Bayesian Networks Approach Hassan Bevrani, Fateme Daneshfar, Puria Daneshmand (2010)

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

Implementation of a Text-to-Speech System for Kurdish Language Fateme Daneshfar, Vafa Barkhoda, Sayed Bahram ZzahirAzami (2009)

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Adaptive Fuzzy Urban Traffic Flow Control Using a Cooperative Multi-Agent System based on Two Stage Fuzzy Clustering Fateme Daneshfar, javad Ravanjamjah, MANSORI Fathollah, Hassan Bevrani, Sayed Bahram ZzahirAzami (2009)

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Speech

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Speech emotion recognition using fast classifiers: Advances and Challenges Fateme Daneshfar (2021)

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Load frequency control in a deregulated environment based on MARL Fateme Daneshfar (2011)

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WorkShop

An Introduction to Generative AI (1403)

آشنایی با هوش مصنوعی مولد Fateme Daneshfar (2024)

Books

Solving Non-Linear Bi-Level Programming Problem Using Taylor Algorithm Eqbal Hosseini, Isa Nakhai Kamalabadi, Fateme Daneshfar (2016)

A Metaheuristic Algorithm for OCR Baseline Detection of Arabic Languages Fateme Daneshfar, verya Fathi, Basir Salim Alaqeband (2015)

Distributed Learning Algorithm Applications to the Scheduling of Wireless Sensor Networks Fateme Daneshfar, Vafa Maihami (2013)

Applications of Reinforcement Learning and Bayesian Networks Algorithms to the Load-Frequency Control Problem Fateme Daneshfar (2013)

"Intelligent Power System Frequency Regulations Concerning the Integration of Wind Power Units" Chapter Book of “Wind Power Systems: Applications of Computational Intelligence” Hassan Bevrani, Fateme Daneshfar, Puria Daneshmand (2010)

Theses

Designing and Collecting a Corpus and Syntactic Parser for Central Kurdish Language Umed Sideeq Ahmed, Hadi Veisi, Fateme Daneshfar, Sherwan Hussein (2024)

Semi-Supervised Dust-to-Clean Image Translation Using Regression Minimization and Consistency Regularization Mohammed Shamsaddin Qader, Fateme Daneshfar, Ako Bartani, Marwan Aziz Mohammed (2024)

Using Deep Learning Transformers for Semantic Similarity in a Sorani Kurdish Question Answering System Abrar Amin Saeed, Fateme Daneshfar (2024)

Improving Liver Disease Detection Using Oversampling and Network Analysis Havar Bakhtyar Shali, Sadegh Sulaimany, Fateme Daneshfar (2024)

Multi-objective Manifold Representation for Opinion Mining Pshtiwan Rahman Raheem, Fateme Daneshfar, Hashem Parvin (2024)

Self-representation factorization to learn generalizable representation (1403)

Automatic Colorectal Cancer Detection Using Machine Learning and Deep Learning Based on Feature Selection Hawkar Haji Said Junaid, Fateme Daneshfar, Mahmud Abdulla (2024)

Hybrid Deep Learning Approach: CNN-ViT Fusion for Breast Cancer Diagnosis in Ultrasound Images Hiwa Hassan Mustafa, Fateme Daneshfar, Saman Muhammad Omer, Mohammed Hussein Ahmed (2024)

An attention-based multimodal deep learning model for image captioning (1403)

Kurdish Text Classification by an Optimization algorithm (1402)

Automatic generation control using multi-agent systems (1388)

Projects

توسعه یک مدل هوشمند برای پیش بینی فروش آتی محصولات دارویی Fateme Daneshfar (2024)

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Research interests

Generative AI
Deep Learning
Machine Learning
Multi-modal Learning
Natural Language Processing

Dean of Computer Department (1401 - 1403)

Google Scholar

Fateme Daneshfar

Education

Courses

Research activities

Research interests

Executive activities

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