Abdollah Dehzangi

Publication Activity (10 Years)

Years Active: 2007-2021
Publications (10 Years): 14

Top Topics

Structural Features

Protein Fold Recognition

Feature Extraction

Top Venues

Publications

Shahab Shamshirband, Mahdis Fathi, Abdollah Dehzangi, Anthony Theodore Chronopoulos, Hamid Alinejad-Rokny
A review on deep learning approaches in healthcare systems: Taxonomies, challenges, and open issues. J. Biomed. Informatics 113 (2021)
Yosvany López, Abdollah Dehzangi, Hamendra Manhar Reddy, Alok Sharma
C-iSUMO: A sumoylation site predictor that incorporates intrinsic characteristics of amino acid sequences. Comput. Biol. Chem. 87 (2020)
Shubhashis Roy Dipta, Ghazaleh Taherzadeh, Md. Wakil Ahmad, Md. Easin Arafat, Swakkhar Shatabda, Abdollah Dehzangi
SEMal: Accurate protein malonylation site predictor using structural and evolutionary information. Comput. Biol. Medicine 125 (2020)
Md. Wakil Ahmad, Md. Easin Arafat, Ghazaleh Taherzadeh, Alok Sharma, Shubhashis Roy Dipta, Abdollah Dehzangi, Swakkhar Shatabda
Mal-Light: Enhancing Lysine Malonylation Sites Prediction Problem Using Evolutionary-based Features. IEEE Access 8 (2020)
Samira Ahangari, Mansoureh Jeihani, Abdollah Dehzangi
A Machine Learning Distracted Driving Prediction Model. ICVISP (2019)
Hamendra Manhar Reddy, Alok Sharma, Abdollah Dehzangi, Daichi Shigemizu, Abel Avitesh Chandra, Tatsuhiko Tsunoda
GlyStruct: glycation prediction using structural properties of amino acid residues. BMC Bioinform. (13) (2019)
Rafsanjani Muhammod, Sajid Ahmed, Dewan Md. Farid, Swakkhar Shatabda, Alok Sharma, Abdollah Dehzangi
PyFeat: a Python-based effective feature generation tool for DNA, RNA and protein sequences. Bioinform. 35 (19) (2019)
Ghazaleh Taherzadeh, Abdollah Dehzangi, Maryam Golchin, Yaoqi Zhou, Matthew P. Campbell
SPRINT-Gly: predicting N- and O-linked glycosylation sites of human and mouse proteins by using sequence and predicted structural properties. Bioinform. 35 (20) (2019)
Vineet Singh, Alok Sharma, Abel Avitesh Chandra, Abdollah Dehzangi, Daichi Shigemizu, Tatsuhiko Tsunoda
Computational Prediction of Lysine Pupylation Sites in Prokaryotic Proteins Using Position Specific Scoring Matrix into Bigram for Feature Extraction. PRICAI (3) (2019)
Abdul Karim, Jaspreet Singh, Avinash Mishra, Abdollah Dehzangi, M. A. Hakim Newton, Abdul Sattar
Toxicity Prediction by Multimodal Deep Learning. CoRR (2019)
Abdul Karim, Jaspreet Singh, Avinash Mishra, Abdollah Dehzangi, M. A. Hakim Newton, Abdul Sattar
Toxicity Prediction by Multimodal Deep Learning. PKAW (2019)
Farshid Rayhan, Sajid Ahmed, Swakkhar Shatabda, Dewan Md. Farid, Zaynab Mousavian, Abdollah Dehzangi, M. Sohel Rahman
iDTI-ESBoost: Identification of Drug Target Interaction Using Evolutionary and Structural Features with Boosting. CoRR (2017)
Harsh Saini, Gaurav Raicar, Sunil Pranit Lal, Abdollah Dehzangi, Seiya Imoto, Alok Sharma
Protein Fold Recognition Using Genetic Algorithm Optimized Voting Scheme and Profile Bigram. J. Softw. 11 (8) (2016)
Rhys Heffernan, Abdollah Dehzangi, James G. Lyons, Kuldip K. Paliwal, Alok Sharma, Jihua Wang, Abdul Sattar, Yaoqi Zhou, Yuedong Yang
Highly accurate sequence-based prediction of half-sphere exposures of amino acid residues in proteins. Bioinform. 32 (6) (2016)
Abdollah Dehzangi, Alok Sharma, James G. Lyons, Kuldip K. Paliwal, Abdul Sattar
A mixture of physicochemical and evolutionary-based feature extraction approaches for protein fold recognition. Int. J. Data Min. Bioinform. 11 (1) (2015)
Abdollah Dehzangi, Sohrab Sohrabi, Rhys Heffernan, Alok Sharma, James G. Lyons, Kuldip K. Paliwal, Abdul Sattar
Gram-positive and gram-negative subcellular localization using rotation forest and physicochemical-based features. BMC Bioinform. 16 (S-4) (2015)
Abdollah Dehzangi, Kuldip K. Paliwal, James G. Lyons, Alok Sharma, Abdul Sattar
Proposing a highly accurate protein structural class predictor using segmentation-based features. BMC Genom. 15 (S-1) (2014)
Abdollah Dehzangi, Kuldip K. Paliwal, James G. Lyons, Alok Sharma, Abdul Sattar
A Segmentation-Based Method to Extract Structural and Evolutionary Features for Protein Fold Recognition. IEEE ACM Trans. Comput. Biol. Bioinform. 11 (3) (2014)
Kuldip K. Paliwal, Alok Sharma, James G. Lyons, Abdollah Dehzangi
Improving protein fold recognition using the amalgamation of evolutionary-based and structural based information. BMC Bioinform. 15 (S-16) (2014)
James G. Lyons, Abdollah Dehzangi, Rhys Heffernan, Alok Sharma, Kuldip K. Paliwal, Abdul Sattar, Yaoqi Zhou, Yuedong Yang
Predicting backbone Cα angles and dihedrals from protein sequences by stacked sparse auto-encoder deep neural network. J. Comput. Chem. 35 (28) (2014)
Harsh Saini, Gaurav Raicar, Alok Sharma, Sunil Pranit Lal, Abdollah Dehzangi, Rajeshkannan Ananthanarayanan, James G. Lyons, Neela Biswas, Kuldip K. Paliwal
Protein Structural Class Prediction via k-Separated Bigrams Using Position Specific Scoring Matrix. J. Adv. Comput. Intell. Intell. Informatics 18 (4) (2014)
Alok Sharma, Kuldip K. Paliwal, Abdollah Dehzangi, James G. Lyons, Seiya Imoto, Satoru Miyano
A strategy to select suitable physicochemical attributes of amino acids for protein fold recognition. BMC Bioinform. 14 (2013)
Abdollah Dehzangi, Kuldip K. Paliwal, James G. Lyons, Alok Sharma, Abdul Sattar
Enhancing Protein Fold Prediction Accuracy Using Evolutionary and Structural Features. PRIB (2013)
Abdollah Dehzangi, Kuldip K. Paliwal, James G. Lyons, Alok Sharma, Abdul Sattar
Exploring Potential Discriminatory Information Embedded in PSSM to Enhance Protein Structural Class Prediction Accuracy. PRIB (2013)
Abdollah Dehzangi, Abdul Sattar
Ensemble of Diversely Trained Support Vector Machines for Protein Fold Recognition. ACIIDS (1) (2013)
Abdollah Dehzangi, Abdul Sattar
Protein Fold Recognition Using Segmentation-Based Feature Extraction Model. ACIIDS (1) (2013)
Abdollah Dehzangi, Kuldip K. Paliwal, Alok Sharma, James G. Lyons, Abdul Sattar
Protein Fold Recognition Using an Overlapping Segmentation Approach and a Mixture of Feature Extraction Models. Australasian Conference on Artificial Intelligence (2013)
Abdollah Dehzangi, Roozbeh Hojabri Foladizadeh, Mohammad Aflaki, Sasan Karamizadeh
The Application of Fusion of Heterogeneous Meta Classifiers to Enhance Protein Fold Prediction Accuracy. ACIIDS (1) (2011)
Abdollah Dehzangi, Somnuk Phon-Amnuaisuk, Omid Dehzangi
Using Random Forest for Protein Fold Prediction Problem: An Empirical Study. J. Inf. Sci. Eng. 26 (6) (2010)
Abdollah Dehzangi, Somnuk Phon-Amnuaisuk, Mahmoud Manafi, Soodabeh Safa
Using Rotation Forest for Protein Fold Prediction Problem: An Empirical Study. EvoBIO (2010)
Abdollah Dehzangi, Somnuk Phon-Amnuaisuk, Keng Hoong Ng, Ehsan Mohandesi
Protein Fold Prediction Problem Using Ensemble of Classifiers. ICONIP (2) (2009)
Abdollah Dehzangi, Somnuk Phon-Amnuaisuk, Omid Dehzangi
Enhancing Protein Fold Prediction Accuracy Using an Ensemble of Different Classifiers. Aust. J. Intell. Inf. Process. Syst. 10 (4) (2009)
Omid Dehzangi, Mansoor J. Zolghadri, Shahram Taheri, Abdollah Dehzangi
An Efficient Nearest Neighbor Classifier Using an Adaptive Distance Measure. CAIP (2007)