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Farshid Hajati
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Publications
- 2023
- [j12]Alireza Tavakolian, Alireza Rezaee, Farshid Hajati, Shahadat Uddin:
Hospital Readmission and Length-of-Stay Prediction Using an Optimized Hybrid Deep Model. Future Internet 15(9): 304 (2023) - [c19]Soheila Gheisari, Alireza Rezaee, Farshid Hajati:
Co-evolution Genetic Algorithm Approximation Technique for ROM-Less Digital Synthesizers. AINA (3) 2023: 573-584 - [c18]Md. Wahiduzzaman Khan, Hongwei Sheng, Hu Zhang, Heming Du, Sen Wang, Minas Theodore Coroneo, Farshid Hajati, Sahar Shariflou, Michael Kalloniatis, Jack Phu, Ashish Agar, Zi Huang, S. Mojtaba Golzan, Xin Yu:
RVD: A Handheld Device-Based Fundus Video Dataset for Retinal Vessel Segmentation. NeurIPS 2023 - [i3]Wahiduzzaman Khan, Hongwei Sheng, Hu Zhang, Heming Du, Sen Wang, Minas Theodore Coroneo, Farshid Hajati, Sahar Shariflou, Michael Kalloniatis, Jack Phu, Ashish Agar, Zi Huang, S. Mojtaba Golzan, Xin Yu:
RVD: A Handheld Device-Based Fundus Video Dataset for Retinal Vessel Segmentation. CoRR abs/2307.06577 (2023) - [i2]Alireza Rafiei, Ronald Moore, Sina Jahromi, Farshid Hajati, Rishikesan Kamaleswaran:
Meta-learning in healthcare: A survey. CoRR abs/2308.02877 (2023) - 2022
- [j11]Haohui Lu, Shahadat Uddin, Farshid Hajati, Mohammad Ali Moni, Matloob Khushi:
A patient network-based machine learning model for disease prediction: The case of type 2 diabetes mellitus. Appl. Intell. 52(3): 2411-2422 (2022) - [j10]Alireza Tavakolian, Farshid Hajati, Alireza Rezaee, Amirhossein Oliaei Fasakhodi, Shahadat Uddin:
Fast COVID-19 versus H1N1 screening using Optimized Parallel Inception. Expert Syst. Appl. 204: 117551 (2022) - [j9]Shahadat Uddin, Shangzhou Wang, Haohui Lu, Arif Khan, Farshid Hajati, Matloob Khushi:
Comorbidity and multimorbidity prediction of major chronic diseases using machine learning and network analytics. Expert Syst. Appl. 205: 117761 (2022) - [j8]Alireza Tavakolian, Farshid Hajati, Alireza Rezaee, Amirhossein Oliaei Fasakhodi, Shahadat Uddin:
Source Code for Optimized Parallel Inception: A Fast COVID-19 Screening Software. Softw. Impacts 13: 100337 (2022) - [j7]Shangzhou Wang, Haohui Lu, Arif Khan, Farshid Hajati, Matloob Khushi, Shahadat Uddin:
A machine learning software tool for multiclass classification. Softw. Impacts 13: 100383 (2022) - [c17]Haohui Lu, Shahadat Uddin, Farshid Hajati, Matloob Khushi, Mohammad Ali Moni:
Predictive risk modelling in mental health issues using machine learning on graphs. ACSW 2022: 168-175 - 2021
- [j6]Alireza Rafiei, Alireza Rezaee, Farshid Hajati, Soheila Gheisari, S. Mojtaba Golzan:
SSP: Early prediction of sepsis using fully connected LSTM-CNN model. Comput. Biol. Medicine 128: 104110 (2021) - [c15]Farshid Hajati, Alireza Rezaee, Soheila Gheisari:
Genetic Algorithms for Scheduling Examinations. AINA (3) 2021: 524-532 - [c14]Soheila Gheisari, Alireza Rezaee, Farshid Hajati:
Solving Job Scheduling Problem Using Genetic Algorithm. AINA (3) 2021: 533-540 - [i1]Camilo Javier Pineda Sopo, Farshid Hajati, Soheila Gheisari:
DeFungi: Direct Mycological Examination of Microscopic Fungi Images. CoRR abs/2109.07322 (2021) - 2019
- [c11]Farshid Hajati, Ali Cheraghian, Omid Ameri Sianaki, Behnam Zeinali, Soheila Gheisari:
Polar Topographic Derivatives for 3D Face Recognition: Application to Internet of Things Security. AINA Workshops 2019: 936-945 - [c10]Farshid Hajati, Mohammad Tavakolian:
Video Classification Using Deep Autoencoder Network. CISIS 2019: 508-518 - 2017
- [j5]Farshid Hajati, Ali Cheraghian, Soheila Gheisari, Yongsheng Gao, Ajmal S. Mian:
Surface geodesic pattern for 3D deformable texture matching. Pattern Recognit. 62: 21-32 (2017) - [j4]Farshid Hajati, Mohammad Tavakolian, Soheila Gheisari, Yongsheng Gao, Ajmal S. Mian:
Dynamic Texture Comparison Using Derivative Sparse Representation: Application to Video-Based Face Recognition. IEEE Trans. Hum. Mach. Syst. 47(6): 970-982 (2017) - 2015
- [j3]Fazael Ayatollahi, Abolghasem A. Raie, Farshid Hajati:
Expression-invariant face recognition using depth and intensity dual-tree complex wavelet transform features. J. Electronic Imaging 24(2): 023031 (2015) - 2014
- [c9]Farshid Hajati, Mohammad Tavakolian, Soheila Gheisari, Ajmal Saeed Mian:
Spatiotemporal Derivative Pattern: A Dynamic Texture Descriptor for Video Matching. ACCV (5) 2014: 626-641 - 2013
- [c8]Mohammad Tavakolian, Farshid Hajati, Ajmal S. Mian, Soheila Gheisari:
Sparse Variation Pattern for Texture Classification. DICTA 2013: 1-6 - [c7]Ali Cheraghian, Farshid Hajati, Ajmal S. Mian, Yongsheng Gao, Soheila Gheisari:
3D face recognition using topographic high-order derivatives. ICIP 2013: 3705-3709 - 2012
- [j2]Farshid Hajati, Abolghasem A. Raie, Yongsheng Gao:
2.5D face recognition using Patch Geodesic Moments. Pattern Recognit. 45(3): 969-982 (2012) - 2011
- [j1]Farshid Hajati, Abolghasem A. Raie, Yongsheng Gao:
3D Face Recognition Using Geodesic PZM Array from a Single Model per Person. IEICE Trans. Inf. Syst. 94-D(7): 1488-1496 (2011) - 2010
- [c6]Farshid Hajati, Abolghasem A. Raie, Yongsheng Gao:
Expression-Invariant 3D Face Recognition Using Patched Geodesic Texture Transform. DICTA 2010: 249-254 - [c5]Farshid Hajati, Caro Lucas, Yongsheng Gao:
Face Localization Using an Effective Co-evolutionary Genetic Algorithm. DICTA 2010: 522-527 - [c4]Farshid Hajati, Abolghasem A. Raie, Yongsheng Gao:
Pose-invariant 2.5D face recognition using Geodesic Texture Warping. ICARCV 2010: 1837-1841 - 2006
- [c3]Farshid Hajati, Karim Faez, Saeed Khoshfetrat Pakazad:
An Efficient Method for Face Localization and Recognition in Color Images. SMC 2006: 4214-4219 - [c2]Saeed Khoshfetrat Pakazad, Karim Faez, Farshid Hajati:
Face Detection Based on Central Geometrical Moments of Face Components. SMC 2006: 4225-4230 - [c1]Farshid Hajati, Karim Faez, Saeed Khoshfetrat Pakazad:
Fuzzy Classification of Human Skin Color in Color Images. SMC 2006: 5071-5075
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