Pooya Tavallali

16 papers A* 1B 2C 2Journal 10

Year	Rank	Type	Title / Venue / Authors
2024	J	`jnl`	Correction: K-means tree: an optimal clustering tree for unsupervised learning. J. Supercomput. Pooya Tavallali, Peyman Tavallali, Mukesh Singhal
2022	C	`conf`	A Novel Approach for Synthetic Reduced Nearest-Neighbor Leveraging Neural Networks. ICMLA Azar Alizadeh, Pooya Tavallali, Vahid Behzadan, Aditya Ranganath, Mukesh Singhal
2022	B	`conf`	Adversarial Label-Poisoning Attacks and Defense for General Multi-Class Models Based on Synthetic Reduced Nearest Neighbor. ICIP Pooya Tavallali, Vahid Behzadan, Azar Alizadeh, Aditya Ranganath, Mukesh Singhal
2022	J	`jnl`	An EM-based optimization of synthetic reduced nearest neighbor model towards multiple modalities representation with human interpretability. Multim. Tools Appl. Pooya Tavallali, Peyman Tavallali, Mohammad Reza Khosravi, Mukesh Singhal
2022	C	`conf`	Stochastic Induction of Decision Trees with Application to Learning Haar Trees. ICMLA Azar Alizadeh, Mukesh Singhal, Vahid Behzadan, Pooya Tavallali, Aditya Ranganath
2021	J	`jnl`	Adversarial Poisoning Attacks and Defense for General Multi-Class Models Based On Synthetic Reduced Nearest Neighbors. CoRR Pooya Tavallali, Vahid Behzadan, Peyman Tavallali, Mukesh Singhal
2021	J	`jnl`	Bit and Packet Error Rate evaluations for Half-Cycle stage cooperation on 6G wireless networks. Phys. Commun. Hani H. Attar, Ahmad A. A. Solyman, Mohammad Reza Khosravi, Lianyong Qi, Mohammad Alhihi, Pooya Tavallali
2021	—	`—`	Expectation Maximization Algorithm for Optimization of Piecewise-constant Models and Their Applications Pooya Tavallali
2021	J	`jnl`	K-means tree: an optimal clustering tree for unsupervised learning. J. Supercomput. Pooya Tavallali, Peyman Tavallali, Mukesh Singhal
2021	J	`jnl`	Real-time statistical image and video processing for remote sensing and surveillance applications. J. Real Time Image Process. Mohammad Reza Khosravi, Pooya Tavallali
2020	J	`jnl`	A Low-Complexity Equalizer for Video Broadcasting in Cyber-Physical Social Systems Through Handheld Mobile Devices. IEEE Access Ahmad A. A. Solyman, Hani H. Attar, Mohammad Reza Khosravi, Varun G. Menon, Alireza Jolfaei, Venki Balasubramanian, Buvana Selvaraj, Pooya Tavallali
2020	J	`jnl`	A Systematic Training Procedure for Viola-Jones Face Detector in Heterogeneous Computing Architecture. J. Grid Comput. Pooya Tavallali, Mehran Yazdi, Mohammad Reza Khosravi
2020	J	`jnl`	Efficient equalisers for OFDM and DFrFT-OCDM multicarrier systems in mobile E-health video broadcasting with machine learning perspectives. Phys. Commun. Hani H. Attar, Ahmad A. A. Solyman, Abd-Elnaser Fawzy Mohamed, Mohammad Reza Khosravi, Varun G. Menon, Ali Kashif Bashir, Pooya Tavallali
2020	B	`conf`	Interpretable Synthetic Reduced Nearest Neighbor: An Expectation Maximization Approach. ICIP Pooya Tavallali, Peyman Tavallali, Mohammad Reza Khosravi, Mukesh Singhal
2019	J	`jnl`	Robust cascaded skin detector based on AdaBoost. Multim. Tools Appl. Pooya Tavallali, Mehran Yazdi, Mohammad Reza Khosravi
2018	A*	`conf`	Alternating optimization of decision trees, with application to learning sparse oblique trees. NeurIPS Miguel Á. Carreira-Perpiñán, Pooya Tavallali