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2020 – today
- 2024
[j9]Pooya Tavallali, Peyman Tavallali, Mukesh Singhal:
Correction: K-means tree: an optimal clustering tree for unsupervised learning. J. Supercomput. 80(6): 8551 (2024)- 2022
- [j8]Pooya Tavallali, Peyman Tavallali, Mohammad Reza Khosravi, Mukesh Singhal
:
An EM-based optimization of synthetic reduced nearest neighbor model towards multiple modalities representation with human interpretability. Multim. Tools Appl. 81(29): 41697-41710 (2022) - [c5]Pooya Tavallali, Vahid Behzadan, Azar Alizadeh, Aditya Ranganath, Mukesh Singhal:
Adversarial Label-Poisoning Attacks and Defense for General Multi-Class Models Based on Synthetic Reduced Nearest Neighbor. ICIP 2022: 3717-3722 - [c4]Azar Alizadeh, Mukesh Singhal, Vahid Behzadan, Pooya Tavallali, Aditya Ranganath:
Stochastic Induction of Decision Trees with Application to Learning Haar Trees. ICMLA 2022: 825-830 - [c3]Azar Alizadeh, Pooya Tavallali, Vahid Behzadan, Aditya Ranganath, Mukesh Singhal:
A Novel Approach for Synthetic Reduced Nearest-Neighbor Leveraging Neural Networks. ICMLA 2022: 831-836 - 2021
- [b1]Pooya Tavallali:
Expectation Maximization Algorithm for Optimization of Piecewise-constant Models and Their Applications. University of California, Merced, USA, 2021 - [j7]Mohammad Reza Khosravi, Pooya Tavallali:
Real-time statistical image and video processing for remote sensing and surveillance applications. J. Real Time Image Process. 18(5): 1435-1439 (2021) - [j6]Hani H. Attar, Ahmad A. A. Solyman, Mohammad Reza Khosravi, Lianyong Qi, Mohammad Alhihi, Pooya Tavallali:
Bit and Packet Error Rate evaluations for Half-Cycle stage cooperation on 6G wireless networks. Phys. Commun. 44: 101249 (2021) - [j5]Pooya Tavallali, Peyman Tavallali, Mukesh Singhal:
K-means tree: an optimal clustering tree for unsupervised learning. J. Supercomput. 77(5): 5239-5266 (2021) - [i1]Pooya Tavallali, Vahid Behzadan, Peyman Tavallali, Mukesh Singhal:
Adversarial Poisoning Attacks and Defense for General Multi-Class Models Based On Synthetic Reduced Nearest Neighbors. CoRR abs/2102.05867 (2021) - 2020
- [j4]Ahmad A. A. Solyman, Hani H. Attar, Mohammad Reza Khosravi, Varun G. Menon, Alireza Jolfaei, Venki Balasubramanian, Buvana Selvaraj, Pooya Tavallali:
A Low-Complexity Equalizer for Video Broadcasting in Cyber-Physical Social Systems Through Handheld Mobile Devices. IEEE Access 8: 67591-67602 (2020) - [j3]Pooya Tavallali, Mehran Yazdi, Mohammad Reza Khosravi:
A Systematic Training Procedure for Viola-Jones Face Detector in Heterogeneous Computing Architecture. J. Grid Comput. 18(4): 847-862 (2020) - [j2]Hani H. Attar, Ahmad A. A. Solyman, Abd-Elnaser Fawzy Mohamed, Mohammad Reza Khosravi, Varun G. Menon, Ali Kashif Bashir, Pooya Tavallali:
Efficient equalisers for OFDM and DFrFT-OCDM multicarrier systems in mobile E-health video broadcasting with machine learning perspectives. Phys. Commun. 42: 101173 (2020) - [c2]Pooya Tavallali, Peyman Tavallali, Mohammad Reza Khosravi, Mukesh Singhal:
Interpretable Synthetic Reduced Nearest Neighbor: An Expectation Maximization Approach. ICIP 2020: 1921-1925
2010 – 2019
- 2019
- [j1]Pooya Tavallali, Mehran Yazdi, Mohammad Reza Khosravi:
Robust cascaded skin detector based on AdaBoost. Multim. Tools Appl. 78(2): 2599-2620 (2019) - 2018
- [c1]Miguel Á. Carreira-Perpiñán, Pooya Tavallali:
Alternating optimization of decision trees, with application to learning sparse oblique trees. NeurIPS 2018: 1219-1229
Coauthor Index
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