Journal Papers

1. "Anesthetic Management Recommendations Using a Machine Learning Algorithm to Reduce the Risk of Acute Kidney Injury After Cardiac Surgeries"
   Ahmad Ali Abin, Ahmad Molla, Azar Ejmalian, Shahabedin Nabavi, Behnaz Memari, Kamal Fani, Ali Dabbagh
   Anesthesiology and Pain Medicine, Vol. 14, pp.1-11, 2024
2. "Enhancing Lymphoma Diagnosis, Treatment, and Follow-Up Using 18F-FDG PET/CT Imaging: Contribution of Artificial Intelligence and Radiomics Analysis"
   Setareh Hasanabadi, Seyed Mahmoud Reza Aghamiri, Ahmad Ali Abin, Hamid Abdollahi, Hossein Arabi, Zaidi Habib
   Cancers, Vol. 16, pp.3511-3549, 2024
3. "Machine Learning-Guided Anesthesiology: A Review of Recent Advances and Clinical Applications"
   Sana Hashemi, Zohreh Yousefzadeh, Ahmad Ali Abin, Azar Ejmalian, Shahabedin Nabavi, Ali Dabbagh
   Journal of Cellular and Molecular Anesthesia, Vol. 9, pp.1-29, 2024
4. "Improving the clarity of questions in Community Question Answering networks"
   Alireza Khabbazan, Ahmad Ali Abin, Viet-Vu Vu
   JOURNAL OF INTELLIGENT INFORMATION SYSTEMS, pp.1-28, 2024
5. "Continuous User Authentication Using a Combination of Operation and Application-related Features"
   Ahmad Ali Abin, Parisima Hosseini, ALIREZA TORABIAN RAJ
   Journal of Innovations in Computer Science and Engineering, Vol. 1, pp.11-22, 2023
6. "Autonomous Tissue Manipulation via Surgical Robot Using Deep Reinforcement Learning and Evolutionary Algorithm"
   Amin Abbasi Shahkoo, Ahmad Ali Abin
   IEEE Transactions on Medical Robotics and Bionics, Vol. 5, pp.30-41, 2023
7. "Forecasting financial signal for automated trading: An interpretable approach"
   Mohammad reza Roostaee, Ahmad Ali Abin
   EXPERT SYSTEMS WITH APPLICATIONS, Vol. 211, 2022
8. "Prediction of Acute Kidney Injury After Cardiac Surgery Using Interpretable Machine Learning"
   Azar Ejmalian, Atefe Aghaei, Shahabedin Nabavi, Maryam Abedzadeh Darabad, Ardeshir Tajbakhsh, Ahmad Ali Abin, Mohsen Ebrahimi Moghaddam, Ali Dabbagh, Alireza Jahangirifard, Elham Memary, Shahram Sayyadi
   Anesthesiology and Pain Medicine, Vol. 12, 2022
9. "Classifying the Clarity of Questions in CQA Networks: A Topic based Approach"
   Alireza Khabbazan, Ahmad Ali Abin
   AUT Journal of Electrical Engineering, Vol. 55, pp.47-60, 2022
10. "Medical imaging and computational image analysis in COVID-19 diagnosis: A review"
    Shahabedin Nabavi, Azar Ejmalian, Mohsen Ebrahimi Moghaddam, Ahmad Ali Abin, Alejandro F. Frangi, Mohammad Mohammadi, Hamidreza Saligheh Rad
    COMPUTERS IN BIOLOGY AND MEDICINE, Vol. 135, 2021
11. "Deep learning approaches for automated classification and segmentation of head and neck cancers and brain tumors in magnetic resonance images: a meta?analysis study"
    Samireh Badrigilan, Shahabedin Nabavi, Ahmad Ali Abin, Nima Rostampour, Iraj Abedi, Atefeh Shirvani, Mohsen Ebrahimi Moghaddam
    International Journal of Computer Assisted Radiology and Surgery, Vol. 16, pp.529-542, 2021
12. "Mining shape of expertise A novel approach based on convolutional neural network"
    Mahdi Dehghan, Hossein Ali Rahmani, Ahmad Ali Abin, Viet-Vu Vu
    INFORMATION PROCESSING and MANAGEMENT, Vol. 57, pp.1-16, 2020
13. "An improvement in the quality of expert finding in community question answering networks"
    Mahdi Dehghan, Ahmad Ali Abin, Mahmood Neshati
    DECISION SUPPORT SYSTEMS, Vol. 139, 2020
14. "A Density-based Approach for Querying Informative Constraints for Clustering"
    Ahmad Ali Abin, Viet-Vu Vu
    EXPERT SYSTEMS WITH APPLICATIONS, Vol. 161, 2020
15. "Translations Diversification for Expert Finding: A Novel Clustering-based Approach"
    Mahdi Dehghan, Ahmad Ali Abin
    ACM Transactions on Knowledge Discovery from Data, Vol. 13, 2019
16. "Clustering in the presence of side information: a non-linear approach"
    Ahmad Ali Abin
    International Journal of Intelligent Computing and Cybernetics, Vol. 12, pp.292-314, 2019
17. "Learning a metric in clustering data points in the presence of constraints"
    Ahmad Ali Abin, Mohammad Ali Bashiri, Hamid Beigy
    Advances in Data Analysis and Classification, Vol. 14, pp.29-56, 2019
18. "Querying informative constraints for data clustering: An embedding approach"
    Ahmad Ali Abin
    APPLIED SOFT COMPUTING, Vol. 80, pp.31-41, 2019
19. "Temporal expert profiling: With an application to T-shaped expert finding"
    Mahdi Dehghan, Maryam Biabani, Ahmad Ali Abin
    INFORMATION PROCESSING and MANAGEMENT, Vol. 56, pp.1067-1079, 2019
20. "A Random Walk Approach to Query Informative Constraints for Clustering"
    Ahmad Ali Abin
    IEEE Transactions on Cybernetics, pp.1-12, 2017
21. "Clustering with side information Further efforts to improve efficiency"
    Ahmad Ali Abin
    PATTERN RECOGNITION LETTERS, Vol. 84, pp.252-258, 2016
22. "Querying Beneficial Constraints Before Clustering Using Facility Location Analysis"
    Ahmad Ali Abin
    IEEE Transactions on Cybernetics, pp.1-12, 2016
23. "Active constrained fuzzy clustering: A multiple kernels learning approach"
    Ahmad Ali Abin, Hamid Beigy
    PATTERN RECOGNITION, Vol. 48, pp.953-967, 2015
24. "Active selection of clustering constraints: a sequential approach"
    Ahmad Ali Abin, Hamid Beigy
    PATTERN RECOGNITION, Vol. 47, pp.1443-1458, 2014
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    Maryam Biabani, Ahmad Ali Abin
    pp.29-39, 2021
26. "Retrieve and Rank the Experts Using a Cluster-based Translation Model"
    Mahdi Dehghan, Ahmad Ali Abin
    Vol. 49, pp.1095-1106, 2019

Conference Papers

1. "A Framework for Automated Cardiovascular Magnetic Resonance Image Quality Scoring based on EuroCMR Registry Criteria"
   Shahabedin Nabavi, Mohsen Ebrahimi Moghaddam, Ahmad Ali Abin, Alejandro F Frangi
   13th International Conference on Computer and Knowledge Engineering (ICCKE), 2023
2. "Tennis stroke detection using inertial data of a smartwatch"
   Sara Taghavi, Fardjad Davari, Hadi Tabatabaee Malazi, Ahmad Ali Abin
   9th International Conference on Computer and Knowledge Engineering (ICCKE 2019), pp.466-474, 2019
3. "A Topic Based Method to Classify the Question Clarity in CQA Networks"
   Alireza Khabbazan, Ahmad Ali Abin
   12th Conference on Information and Knowledge Technology, 2021
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   Shokoofe Alimohammadi, Ahmad Ali Abin
   11th International Conference on Information and Knowledge Technology (IKT), 2020
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   Mostafa Rastgar, Ahmad Ali Abin
   National Conference on New Technologies in Electrical and Computer Engineering, 2018