Abbas Nowzari-Dalini

Associate Professor at University of Tehran

Associate Professor in Mathematics, Statistics and Computer Science Department at University of Tehran, Tehran, Iran

 

Research interest(s):

  • Bioinformatics
  • Analysis of algorithm
  • Machine learning
  • Artificial Neural Network
  • Data Structures

 

Recent Papers:

  • Ebrahimi,  A., Nowzari-Dalini, A., Jalili, M. et al. “Target controllability with minimal mediators in complex biological networks“. Genomics. 112: 4938-4944 (2020).
  • Ejlali, N., Pezeshk, H.,  Chaubey, Y. P.,  Sadeghi, M., Ebrahimi, A., Nowzari-Dalini, A. “Parrondo’s paradox for games with three players and its potential application in combination therapy for type II diabetes“. Physica A: Statistical Mechanics and its Applications. 556: 124707 (2020).
  • Khorasani, N., Sadeghi, M., Nowzari-Dalini, A. “A Computational Model of Stem Cell Molecular Mechanism to Maintain Tissue Homeostasis“. bioRxiv (2020).
  • Mousavian, Z., Nowzari-Dalini, A., Rahmatallah Y., et al. “Differential network analysis and protein-protein interaction study reveals active protein modules in glucocorticoid resistance for infant acute lymphoblastic leukemia“. Molecular Medicine. 25: 36 (2019).
  • Mozafari, M., Ganjtabesh, M., Nowzari-Dalini, A. et al. “Bio-inspired digit recognition using reward-modulated spike-timing-dependent plasticity in deep convolutional networks“. Pattern Recognit. 94: 87-95 (2019).
  • Amani, M., Nowzari-Dalini, A. “Efficient Generation, Ranking, and Unranking of (k, m)-Ary Trees in B-Order“.  Bulletin of the Iranian Mathematical Society. 45(4): 1145-1158 (2019).
  • Mozafari, M., Ganjtabesh, M., Nowzari-Dalini, A., et al. “SpykeTorch: Efficient Simulation of Convolutional Spiking Neural Networks with at most one Spike per Neuron“. CoRR abs/1903.02440 (2019).
  • Mozafari, M., Kheradpisheh, S., Masquelier, T., Nowzari-Dalini, A., et al. “First-Spike-Based Visual Categorization Using Reward-Modulated STDP. IEEE Trans“. Neural Networks Learn. Syst. 29(12): 6178-6190 (2018).
  • Mohammadi, Sh., Nowzari-Dalini, A. “A parallel algorithm for generation of RNA secondary structures with length n and k base-pairs“. Iran Journal of Computer Science. 1(1): 11-17 (2018).
  • Mozafari, M., Ganjtabesh, M., Nowzari-Dalini, A. et al. “Combining STDP and Reward-Modulated STDP in Deep Convolutional Spiking Neural Networks for Digit Recognition“. CoRR abs/1804.00227 (2018).
  • Taghipour, Sh., Zarrineh, P., Ganjtabesh, M., Nowzari-Dalini A. “Improving protein complex prediction by reconstructing a high-confidence protein-protein interaction network of Escherichia coli from different physical interaction data sources“. BMC Bioinform. 18(1): 10:1-10:9 (2017).
  • Hashemi, S., Nowzari-Dalini, A., Jalali, A. et al. “Cancerouspdomains: comprehensive analysis of cancer type-specific recurrent somatic mutations in proteins and domains“. BMC Bioinform. 18(1): 370:1-370:18 (2017).
  • Mozafari, M., Kheradpisheh, S., Masquelier, T., Nowzari-Dalini, A. et al. “First-spike based visual categorization using reward-modulated STDP“. CoRR abs/1705.09132 (2017).

 

 

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