Publications

2022 – … See google scholar

2021

• A. A. Abin, S. Nabavi and M. Ebrahimi Moghaddam, Using Social Media for Flight Path Safety Assessment, Aircraft Engineering and Aerospace Technology, Vol. ahead-of-print No. ahead-of-print, 2021.
• Nabavi, A. Ejmalian, M. E. Moghaddam, A. A. Abin, A. F. Frangi, M. Mohammadi, H. SalighehRad, Medical Imaging and Computational Image Analysis in COVID-19 Diagnosis: A Review, Computers in Biology and Medicine, Vol. 135, No. x, 2021.
• S. Badrigilan, S. Nabavi, A. A. Abin, N. Rostampour, I. Abedi, A.  Shirvani; M. Ebrahimi Moghaddam, Deep Learning Approaches for Automated Classification and Segmentation of Head-and-Neck Tumors in Magnetic Resonance Images: A Review and Meta-Analysis, International Journal of Computer Assisted Radiology and Surgery, Vol. 16, No. 4, 2021.

2020

• M. Dehghan, A. A. Abin and M. Neshati, An Improvement in the Quality of Expert Finding in Community Question Answering Networks, Decision Support Systems (DSS), Vol. 139, 2020.
• M. Dehghan, H. A. Rahmani, A. A. Abin, V. V. Vu, Mining shape of expertise: A novel approach based on convolutional neural network, Information Processing and Management (IPM), Vol. 57, No. 4, 2020.
• M. Biabani and A. A. Abin, Query Embedding Based on Topic Modeling, Computer Science Journal (CSJ), No. 19, 2020.

2019

• A. A. Abin and V. V. Vu,  A Density-based Approach for Querying Informative Constraints for Clustering,  Expert Systems With Applications (ESWA), Vol. 161, No. x, 2019.
• S. Taghavi, F. Davari, H. Tabatabaee Malazi and A. A. Abin, Tennis stroke detection using inertial data of a smartwatch, 9th International Conference on Computer and Knowledge Engineering (ICCKE 2019), October 24-25 2019, Ferdowsi University of Mashhad, 2019.

2018

• A. A. Abin, Querying informative constraints for data clustering: An embedding approach, Applied Soft Computing (ASOC), Vol. 80, No. x, 2018.
• M. Dehghan and A. A. Abin, Translations Diversification for Expert Finding: A Novel Clustering-based Approach, ACM Transactions on Knowledge Discovery from Data (TKDD), Vol. 13, No. 3, 2018.
• A. A. Abin, M. A. Bashiri and H. Beigy, Learning a metric when clustering data points in the presence of constraints, Advances in Data Analysis and Classification (ADAC), Vol. x, No. x, 2018.
• M. Dehghan, M. Biabani, and A. A. Abin, Temporal Expert Profiling: With an Application to T-shaped Expert Finding, Information Processing and Management (IPM), Vol. 56, No. 3, 2018.
• A. A. Abin, Clustering in the Presence of Side Information: A Non-linear Approach, International Journal of Intelligent Computing and Cybernetics (IJICC), Vol. 12, No. 2, 2018.
• M. Dehghan and A. A. Abin, Retrieve and Rank the Experts Using a Cluster-based Translation Model, Tabriz Journal of Electrical Engineering (TJEE), Vol. 49, No. 3 , 2018.

2017

• M. Rastegar and A. A. Abin, A New Approach to Human Action Segmentation based on hidden Markov Models, In the 2nd national conference on modern research in electrical and computer engineering (ELCM 2017), Tehran, Iran, 2017.
• A. A. Abin, A Random Walk Approach to Query Informative Constraints for Clustering, IEEE Transactions on Cybernetics, Vol. PP, no.99, pp.1-12, 2017.

2016

• A. A. Abin, Querying Beneficial Constraints Before Clustering Using Facility Location Analysis, IEEE Transactions on Cybernetics, Vol. PP, no.99, pp.1-12, 2016.

• A. A. Abin, Clustering with side information: further efforts to improve efficiency, Pattern Recognition Letters, Vol. 48, 252–258, 2016.

2015

• A. A. Abin and H. Beigy, Active Constrained Fuzzy Clustering: a Multiple Kernels Learning Approach, Pattern Recognition, Vol. 48, No. 3, pp. 953-967, 2015.
• A. A. Abin and H. Beigy, Active Selection of Clustering Constraints: a Sequential Approach, Pattern Recognition, Vol. 47, No. 3. PP. 1443-1458, 2015.

2014

• A. A. Abin, F. Mahdisoltani, and H. Beigy, WISECODE: Wise Image Segmentation based on Community Detection, Imaging Science Journal, Vol. 62, No. 6, pp. 327-336, 2014.

2013

• F. Khani, M. J. Hosseini, A. A. Abin, and H. Beigy, An Algorithm for Discovering Clusters of Different Densities or Shapes in Noisy Data Sets, In Proc. of the 28th Annual ACM Symposium on Applied Computing (SAC ’13), pp. 144-149, Coimbra, Portugal, March 18-22, 2013.

2012

• A. A. Abin and H. Beigy, Clustering at Presence of Side Information via Weighted Constraints Ratio Gap Maximization, In Proc. Of The First International Workshop on Multi-view data, High Dimensionality, and External Knowledge: Striving for a Unified Approach to Clustering (3Clust’12), pp. 27-38, Kuala Lumpur, Malaysia, May 29, 2012.

2011

• A. A. Abin, F. Mahdisoltani, and M. Saniee Abadeh, HiSeg: Unfolding of Segment Hierarchies in Color Images, CSI Journal of Computer Science and Engineering, Vol. 8, No. 2, pp. 1-13, 2011.
• A. A. Abin, F. Mahdisoltani, and H. Beigy, A New Image Segmentation Algorithm: A Community Detection Approach, In Proc. of the fifth Indian International Conference on Artificial Intelligence (IICAI-11), pp. 1047-1059, Tumkur, India, Dec. 14-16, 2011.
• S. Hamid Amiri, A. A. Abin, and M. Jamzad, CDSEG: Community Detection for Extracting Dominant Segments in Color Images, In the 7th International Symposium on Image and Signal Processing and Analysis (ISPA 2011), Dubrovnik, Croatia, September 4-6, 2011.

2010

• A. A. Abin, S. H. Amiri, and H. Beigy, Cellular Learning Automata in Image Processing Applications, CSI Journal of Computer Science and Engineering, Vol. 8, No. 1,3, pp. 37-52, Spring 2010 (In Persian).
• A. A. Abin and H. Shirgahi, A New Method For Real-time Multiple Face Tracking, The First Conference of New Achievements in Electrical and Computer Engineering, Islamic Azad University, Jouybar Branch, Jouybar, Iran, 2010 (In Persian).
• A. A. Abin and H. Shirgahi, Using Molecular Programming to Solve TSP, The First Conference of New Achievements in Electrical and Computer Engineering, Islamic Azad University, Jouybar Branch, Jouybar, Iran, 2010 (In Persian).

2009

• A. A. Abin, M. Fotouhi, and S. Kasaei, A Dynamic Cellular Learning Automata-Based Skin Detector, Multimedia System Journal, vol. 15, no. 5, pp. 309-323, 2009.
• A. A. Abin, M. Fotouhi, and S. Kasaei, Real-Time Multiple Face Detection and Tracking, In the 5th International CSI Computer Conference, CSICC, Tehran, Iran, 2009.
• A. A. Abin, M. Fotouhi, and S. Kasaei, Cellular Learning Automata-Based Color Image Segmentation using Adaptive Chains, In the 5th International CSI Computer Conference CSICC, Tehran, Iran, 2009.
• H. Fattahian Peiro, A.A. Abin, and S. Kasaei, Error Resilient based on Video Edges of Region of Interest in H.264, In the 17thIranian Conference on Electrical Engineering, ICEE, Tehran, Iran, 2009 (In Persian).

2008

• A. A. Abin, M. Fotouhi and S. Kasaei, Skin Segmentation based on Cellular Learning Automata, In the 6th International Conference on Advances in Mobile Computing & Multimedia, MoMM, pp254-259, Linz, Austria, 2008. (ACM) Best Paper Award.
• A. A. Abin and H. Beigy, Adaptive Edge Detection based on Cellular Learning Automata, In the 13th International CSI Computer Conference, CSICC, Kish Island, Iran, 2008 (In Persian).
• A. A. Abin and H. Beigy, Solving Nondeterministic Problems through DNA Computing, In the 16th Iranian Conference on Electrical Engineering, ICEE, Tehran, Iran, 2008 (In Persian).
• A. A. Abin, H. Fattahian Peiro and S. Kasaei, New Features for Real-Time Face Detection, In the 5th Iranian Conference on Machine Vision & Image Processing, MVIP, pp. 131-136, Tabriz, Iran, 2008 (In Persian).
• M. Fotouhi, A. A. Abin, and S. Kasaei, Skin Color Detection Using Cellular Learning Automata, In the 5th Iranian Conference on Machine Vision & Image Processing, MVIP, pp. 143-148, Tabriz, Iran, 2008 (In Persian).

2006

• A. A. Abin and Y. Hojjati Malekshah, Solving MAZE Problem using Fuzzy Q-Learning, In the 14th Iranian Conference on Electrical Engineering, ICEE, Iran, 2006 (In Persian).

THESIS

• PhD (2014): Active Constrained Clustering Using Instance-Level Constraint Ranking (Supervisor: Dr. Hamid Beigy) pdf
• M.Sc. (2008): Multiple Face detection and Tracking (Supervisor: Prof. Shohreh Kasaei) pdf
• B.Sc. (2006): Solving TSP using Genetic Algorithms  pdf