فاطمه دانشفر

Journal Paper

1. "Automatic colorectal cancer detection using machine learning and deep learning based on feature selection in histopathological images"
   Fatemeh Daneshfar, Hawkar Haji Said Junaid, Mahmud Abdulla Mohammad
   Biomedical Signal Processing and Control, 2025
2. "Multi‐Objective Manifold Representation for Opinion Mining"
   Fatemeh Daneshfar, Hashem Parvin, Pshtiwan Rahman Raheem
   Expert Systems, 2025
3. "Elastic deep multi-view autoencoder with diversity embedding"
   Fatemeh Daneshfar, Sayvan Soleymanbaigi, Bahar Sar Saifee, Mohammad Aeini
   Information Sciences, 2025
4. "Machine Learning Techniques in Enhanced Oil Recovery Screening Using Semisupervised Label Propagation"
   Fatemeh Daneshfar, Pouya Vaziri, Sanyar Ahmadi, Behnam Sedaee, Hamzeh Alimohammadi, Mohammad Reza Rasaei
   SPE Journal, 2024
5. "KurdSM: Transformer-Based Model for Kurdish Abstractive Text Summarization with an Annotated Corpus"
   Fatemeh Daneshfar, Pedram Yamini, Abouzar Ghorbani
   Iranian Journal of Electrical and Electronic Engineering, 2024
6. "Enhanced text classification through an improved discrete laying chicken algorithm"
   Fatemeh Daneshfar, Mohammad Javad Aghajani
   Expert Systems, 2024
7. "Image captioning by diffusion models: A survey"
   Fatemeh Daneshfar, Ako Bartani, Pardis Lotfi
   Engineering Applications of Artificial Intelligence, 2024
8. "The Evolutionary Convergent Algorithm: A Guiding Path of Neural Network Advancement"
   Fatemeh Daneshfar, Eqbal Hosseini, Dler Hussein Kadir, Saraswathy Shamini Gunasekaran, Abbas Al-Ghaili, Muhammet Deveci
   IEEE Access, 2024
9. "Enhancing Low-Resource Sentiment Analysis: A Transfer Learning Approach Fatemeh Daneshfar"
   Fatemeh Daneshfar
   Passer Journal of Basic and Applied Sciences, 2024
10. "A survey on semi-supervised graph clustering"
    Fatemeh Daneshfar, Pedram Yamini, Sayvan Soleymanbaigi, Mohammad Sadra Amini
    Engineering Applications of Artificial Intelligence, 2024
11. "Autoencoders and their applications in machine learning: a survey"
    Fatemeh Daneshfar, Kamal Berahmand, Elaheh Sadat Salehi, Yuefeng Li, Yue Xu
    Artificial Intelligence Review, 2024
12. "Elastic Deep Autoencoder for Text Embedding Clustering by an Improved Graph Regularization"
    Fatemeh Daneshfar, Pedram Yamini, Sayvan Soleymanbaigi, Ali Nafisi
    Expert Systems with Applications, 2024
13. "An octonion-based nonlinear echo state network for speech emotion recognition in Metaverse"
    Fatemeh Daneshfar, mohammad behdad jamshidi
    Neural Networks, 2023
14. "A Review of the Potential of Artificial Intelligence Approaches to Forecasting COVID-19 Spreading"
    Fatemeh Daneshfar, mohammad jamshidi, sobhan roshani, ali lalbakhsh, saeed roshani, Fariborz Parandin, zahra malek, Jakub Talla, Zdenˇek Peroutka
    AI, 2022
15. "Hybrid Deep Learning Techniques for Predicting Complex Phenomena: A Review on COVID-19"
    Fatemeh Daneshfar, Alireza Jamshidi, mohammad jamshidi, sobhan roshani, ali lalbakhsh, saeed roshani, Fariborz Parandin, zahra malek, Jakub Talla, Zdenˇek Peroutka, farima hadjilooei, pedram lalbakhsh
    ai mdpi, 2022
16. "Speech emotion recognition using hybrid spectral-prosodic features of speech signal/glottal waveform, metaheuristic-based dimensionality reduction, and Gaussian elliptical basis function network classifier"
    Fatemeh Daneshfar, jahanshah kabudian, abbas nikabadi
    APPLIED ACOUSTICS, 2020
17. "Speech emotion recognition using discriminative dimension reduction by employing a modified quantum-behaved particle swarm optimization algorithm"
    Fatemeh Daneshfar, jahanshah kabudian
    MULTIMEDIA TOOLS AND APPLICATIONS, 2020
18. "Intelligent load-frequency control in a deregulated environment: continuous-valued input, extended classifier system approach"
    Fatemeh Daneshfar
    IET Generation Transmission & Distribution, 2013
19. "Load-Frequency Control in a Deregulated Environment Based on Reinforcement Learning"
    Fatemeh Daneshfar
    Journal of Control and Systems engineering, 2013
20. "A new desing of intelligent traffic signal control"
    Fatemeh Daneshfar, javad Ravanjamjah
    International Journal of Fuzzy System Applications, 2013
21. "A New Intelligent Agent-Based AGC Design With Real-Time Application"
    Hassan Bevrani, Fatemeh Daneshfar, Takashi Hiyama
    IEEE Transactions on Systems Man and Cybernetics Part C: Applications and Reviews, 2012
22. "Load-Frequency Control in a Deregulated Environment Based on Bisection Search"
    Fatemeh Daneshfar, Eqbal Hosseini
    IRANIAN JOURNAL OF ELECTRICAL & ELECTRONIC ENGINEERING, 2012
23. "Multiobjective design of load frequency control using genetic algorithms"
    Hassan Bevrani, Fatemeh Daneshfar
    International Journal of Electrical Power & Energy Systems, 2012
24. "Load-Frequency Control: a GA based Bayesian Networks Multi-agent System"
    Hassan Bevrani, Fatemeh Daneshfar, MANSORI Fathollah
    IRANIAN JOURNAL OF ELECTRICAL & ELECTRONIC ENGINEERING, 2011
25. "Load–frequency control: a GA-based multi-agent reinforcement learning"
    Hassan Bevrani, Fatemeh Daneshfar
    IET Generation Transmission & Distribution, 2010
26. "An Improved Deep Text Clustering via Local Manifold of an Autoencoder Embedding"
    Fatemeh Daneshfar, Mohammad Javad Aghajani, Maryam Dorosti, Amin Golzari Oskuee
    Journal of Modeling in Engineering, 2025
27. "مروری بر روشهای موجودِ تخمین خط زمینه در زبانهای با رسم الخط پیوسته و ارائه الگوریتمی جدید"
    Fatemeh Daneshfar, verya Fathi, Basir Salim Alaqeband
    رايانش نرم و فناوري اطلاعات, 2014
28. "طراحی پایگاه داده کلمات دستنویس کردی سورانی برای سیستمهای تشخیص نوری کلمات"
    Fatemeh Daneshfar, verya Fathi, Basir Salim Alaqeband
    فناوري اطلاعات و ارتباطات ايران, 2014

Conference Paper

1. "Construction of an Annotated Corpus for Kurdish Abstractive Text Summarization"
   Fatemeh Daneshfar, Pedram Yamini, Abouzar Ghorbani
   1st International Conference and 6th National Conference on Computers, information technology and applications of artificial intelligence, 2023
2. "A Pattern Recognition Framework for Signal Processing in Metaverse"
   Fatemeh Daneshfar, mohammad behdad jamshidi
   8th Iranian conference on signal processing and intelligent systems, 2022
3. "A Hybrid Echo State Network for Hypercomplex Pattern Recognition, Classification, and Big Data Analysis"
   Fatemeh Daneshfar, mohammad behdad jamshidi
   12th International Conference on Computer and Knowledge Engineering, 2022
4. "LyBERT: Multi-class classification and recommendations of lyrics using Bidirectional Encoder Representations from Transformers (BERT)"
   Fatemeh Daneshfar, Revathy V.R, Anitha S. Pillai
   International conference on Machine Learning and Data Engineering, 2022
5. "Speech Emotion Recognition Using a New Hybrid Quaternion-Based Echo State Network-Bilinear Filter"
   Fatemeh Daneshfar, jahanshah kabudian
   7th international conference on signal processing and intelligent systems, 2021
6. "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"
   Fatemeh Daneshfar, jahanshah kabudian
   11th International Conference on Computer and Knowledge Engineering (ICCKE 2021), 2021
7. "یک الگوریتم جدید بهینهسازی دسته ذرات کوانتومی و کاربرد آن در کاهش بعد تمایزی در سیستمهای تشخیص احساس از روی سیگنال گفتار"
   Fatemeh Daneshfar, jahanshah kabudian
   دومين كنفرانس ملي الگوريتم هاي فراابتكاري و كاربردهاي آن در علوم و مهندسي, 2017
8. "یک الگوریتم جدید بهینه سازی دسته ذرات کوانتومی و کاربرد آن در کاهش بعد تمایزی در سیستم های تشخیص احساس از روی سیگنال گفتار"
   Fatemeh Daneshfar, jahanshah kabudian
   دومين كنفرانس ملي الگوريتم هاي فراابتكاري و كاربردهاي آن در علوم و مهندسي, 2017
9. "طراحی و تدوین پایگاه داده تصویری از کلمات دستی کردی"
   Fatemeh Daneshfar
   2nd national conference on computer science, 2013
10. "راهکاری برای قطعه بندی درسیستمهای تشخیص نوری کلمات در زبانهای دارای رسم الخط بهم چسبیده"
    Fatemeh Daneshfar, verya Fathi, Basir Salim Alaqeband
    شانزدهمين كنفرانس دانشجويي مهندسي برق, 2013
11. "Load-Frequency Control: Multiobjective Optimization Based on Genetic Algorithms"
    Fatemeh Daneshfar
    شانزدهمين كنفرانس دانشجويي مهندسي برق, 2013
12. "راهکار متاهیوریستیک برای تشخیص خط زمینه در سیستمهای تشخیص نوری حروف در زبانهای دارای رسم الخط بهم چسبیده"
    Fatemeh Daneshfar, verya Fathi, Basir Salim Alaqeband
    11th Iranian Conference On Intelligent Systems, 2013
13. "A New Intelligent LFC Design in a Deregulated Environment"
    Hassan Bevrani, Fatemeh Daneshfar
    20th Conference on Electrical Engineering, 2012
14. "An Optimization Method for LFC Design in Restructured Power Systems"
    Hassan Bevrani, Fatemeh Daneshfar
    20th Conference on Electrical Engineering, 2012
15. "Multi-agent Reinforcement Learning Design of Load-Frequency Control with Frequency Bias Estimation"
    Hassan Bevrani, Fatemeh Daneshfar, MANSORI Fathollah
    The 2nd International Conference on Control, Instrumentation and Automation, 2011
16. "Bayesian Networks Design of Load-Frequency Control based on GA"
    Hassan Bevrani, Fatemeh Daneshfar, MANSORI Fathollah
    The 2nd International Conference on Control, Instrumentation and Automation, 2011
17. "Intelligent Automatic Generation Control: Multi-agent Bayesian Networks Approach"
    Hassan Bevrani, Fatemeh Daneshfar, Puria Daneshmand
    IEEE Conference on Control Applications (CCA), 2010
18. "Reinforcement learning based multi-agent LFC design concerning the integration of wind farms"
    Hassan Bevrani, Fatemeh Daneshfar, Puria Daneshmand, Takashi Hiyama
    IEEE Conference on Control Applications (CCA), 2010
19. "Adaptive and Cooperative Multi-Agent Fuzzy System Architecture"
    Fardin Akhlaghian Tab, Fatemeh Daneshfar, MANSORI Fathollah
    14th International CSI Computer Conference, 2009
20. "Implementation of a Text-to-Speech System for Kurdish Language"
    Fatemeh Daneshfar, Sayed Bahram ZzahirAzami, Vafa Barkhoda
    The Fourth International Conference on Digital Telecommunications ICDT 2009, 2009
21. "کنترل سازگار فازی جریان ترافیک شهری با استفاده از سیستمهای چندعامله همکار براساس دسته بندی دو مرحله ای فازی"
    Fardin Akhlaghian Tab, Fatemeh Daneshfar, javad Ravanjamjah, MANSORI Fathollah
    سومين كنگره مشترك سيستمهاي فازي و هوشمند, 2009
22. "Adaptive Fuzzy Urban Traffic Flow Control Using a Cooperative Multi-Agent System based on Two Stage Fuzzy Clustering"
    Hassan Bevrani, Fatemeh Daneshfar, Sayed Bahram ZzahirAzami, javad Ravanjamjah, MANSORI Fathollah
    IEEE 69th Vehicular Technology Conference: VTC2009, 2009
23. "طراحی و پیاده سازی ساختار چند عامله همیار برای کنترل فازی سازگار چراغ راهنمایی"
    Fardin Akhlaghian Tab, Fatemeh Daneshfar, MANSORI Fathollah
    دومين همايش ملي مهندسي كامپيوتر، برق و فناوري اطلاعات, 2009