Amin Khatami

Publication Activity (10 Years)

Years Active: 2015-2022
Publications (10 Years): 21

Top Topics

Swarm Optimization

Medical Imaging

Image Retrieval

Convolutional Neural Network

Top Venues

Expert Syst. Appl.

Publications

Maryam Shahabikargar, Amin Beheshti, Amin Khatami, Ricky Nguyen, Xuyun Zhang, Hamid Alinejad-Rokny
Domain Knowledge Enhanced Text Mining for Identifying Mental Disorder Patterns. DSAA (2022)
Amin Khatami, Asef Nazari, Amin Beheshti, Thanh Thi Nguyen, Saeid Nahavandi, Jerzy Zieba
Convolutional Neural Network for Medical Image Classification using Wavelet Features. IJCNN (2020)
Amin Khatami, Asef Nazari, Abbas Khosravi, Chee Peng Lim, Saeid Nahavandi
A weight perturbation-based regularisation technique for convolutional neural networks and the application in medical imaging. Expert Syst. Appl. 149 (2020)
Amin Khatami, Parham M. Kebria, Seyed Mohammad Jafar Jalali, Abbas Khosravi, Asef Nazari, Marjan Shamszadeh, Thanh Nguyen, Saeid Nahavandi
A GA-Based Pruning Fully Connected Network for Tuned Connections in Deep Networks. SMC (2019)
Amin Khatami, Morteza Babaie, Abbas Khosravi, Hamid R. Tizhoosh, Saeid Nahavandi
Parallel deep solutions for image retrieval from imbalanced medical imaging archives. Appl. Soft Comput. 63 (2018)
Thanh Nguyen, Ngoc Duy Nguyen, Saeid Nahavandi, Syed Moshfeq Salaken, Amin Khatami
A Soft Computing Fusion for River Flow Time Series Forecasting. FUZZ-IEEE (2018)
Thanh Nguyen, Imali Hettiarachchi, Amin Khatami, Lee Gordon-Brown, Chee Peng Lim, Saeid Nahavandi
Classification of Multi-Class BCI Data by Common Spatial Pattern and Fuzzy System. IEEE Access 6 (2018)
Amin Khatami, Morteza Babaie, Hamid R. Tizhoosh, Abbas Khosravi, Thanh Nguyen, Saeid Nahavandi
A sequential search-space shrinking using CNN transfer learning and a Radon projection pool for medical image retrieval. Expert Syst. Appl. 100 (2018)
Amin Khatami, Saeed Mirghasemi, Abbas Khosravi, Chee Peng Lim, Houshyar Asadi, Saeid Nahavandi
A Swarm Optimization-Based Kmedoids Clustering Technique for Extracting Melanoma Cancer Features. ICONIP (4) (2017)
Amin Khatami, Morteza Babaie, Abbas Khosravi, Hamid R. Tizhoosh, Syed Moshfeq Salaken, Saeid Nahavandi
A deep-structural medical image classification for a Radon-based image retrieval. CCECE (2017)
Morteza Babaie, Hamid R. Tizhoosh, Amin Khatami, Mohammad Ebrahim Shiri
Local Radon Descriptors for Image Search. CoRR (2017)
Morteza Babaie, Shivam Kalra, Aditya Sriram, Christopher Mitcheltree, Shujin Zhu, Amin Khatami, Shahryar Rahnamayan, Hamid R. Tizhoosh
Classification and Retrieval of Digital Pathology Scans: A New Dataset. CoRR (2017)
Amin Khatami, Abbas Khosravi, Thanh Nguyen, Chee Peng Lim, Saeid Nahavandi
Medical image analysis using wavelet transform and deep belief networks. Expert Syst. Appl. 86 (2017)
Syed Moshfeq Salaken, Abbas Khosravi, Amin Khatami, Saeid Nahavandi, Mohammad Anwar Hosen
Lung cancer classification using deep learned features on low population dataset. CCECE (2017)
Morteza Babaie, Shivam Kalra, Aditya Sriram, Christopher Mitcheltree, Shujin Zhu, Amin Khatami, Shahryar Rahnamayan, Hamid R. Tizhoosh
Classification and Retrieval of Digital Pathology Scans: A New Dataset. CVPR Workshops (2017)
Amin Khatami, Yonghang Tai, Abbas Khosravi, Lei Wei, Mohsen Moradi Dalvand, Min Zou, Saeid Nahavandi
A Deep Learning-Based Model for Tactile Understanding on Haptic Data Percutaneous Needle Treatment. ICONIP (4) (2017)
Amin Khatami, Saeed Mirghasemi, Abbas Khosravi, Chee Peng Lim, Saeid Nahavandi
A new PSO-based approach to fire flame detection using K-Medoids clustering. Expert Syst. Appl. 68 (2017)
Morteza Babaie, Hamid R. Tizhoosh, Amin Khatami, Mohammad Ebrahim Shiri
Local radon descriptors for image search. IPTA (2017)
Amin Khatami, Yonghang Tai, Abbas Khosravi, Lei Wei, Mohsen Moradi Dalvand, Jun Peng, Saeid Nahavandi
A Haptics Feedback Based-LSTM Predictive Model for Pericardiocentesis Therapy Using Public Introperative Data. ICONIP (5) (2017)
Amin Khatami, Abbas Khosravi, Chee Peng Lim, Saeid Nahavandi
A Wavelet Deep Belief Network-Based Classifier for Medical Images. ICONIP (3) (2016)
Houshyar Asadi, Arash Mohammadi, Shady M. K. Mohamed, Chee Peng Lim, Amin Khatami, Abbas Khosravi, Saeid Nahavandi
A Particle Swarm Optimization-based washout filter for improving simulator motion fidelity. SMC (2016)
Amin Khatami, Saeed Mirghasemi, Abbas Khosravi, Saeid Nahavandi
A New Color Space Based on K-Medoids Clustering for Fire Detection. SMC (2015)