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Asef Nazari
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2020 – today
- 2025
- [j12]Mohammad Hadi Shekarriz, Dhananjay R. Thiruvady, Asef Nazari, Rhyd Lewis:
Soft happy colourings and community structure of networks. Comput. Oper. Res. 174: 106893 (2025) - 2024
- [j11]Khalil Gholami, Shahram Karimi, Abdollah Rastgou, Asef Nazari, Valeh Moghaddam:
Voltage stability improvement of distribution networks using reactive power capability of electric vehicle charging stations. Comput. Electr. Eng. 116: 109160 (2024) - [c15]Shashank Gupta, Mohamed Reda Bouadjenek, Antonio Robles-Kelly, Tsz-Kwan Lee, Thanh Thi Nguyen, Asef Nazari, Dhananjay R. Thiruvady:
Covid19-twitter: A Twitter-based Dataset for Discourse Analysis in Sentence-level Sentiment Classification. CIKM 2024: 5370-5374 - [c14]Shashank Gupta, Antonio Robles-Kelly, Mohamed Reda Bouadjenek, Asef Nazari, Dhananjay R. Thiruvady:
MARKS-mech: A Mask-based Prior Knowledge Dissemination Mechanism for including Discourse Relations for Sentiment Classification. IJCNN 2024: 1-8 - [c13]Tanya Boone-Sifuentes, Asef Nazari, Mohamed Reda Bouadjenek, Imran Razzak:
MLT-Trans: Multi-level Token Transformer for Hierarchical Image Classification. PAKDD (3) 2024: 385-396 - [i8]Ali Eshragh, Luke Yerbury, Asef Nazari, Fred Roosta, Michael W. Mahoney:
SALSA: Sequential Approximate Leverage-Score Algorithm with Application in Analyzing Big Time Series Data. CoRR abs/2401.00122 (2024) - [i7]Mohammad Hadi Shekarriz, Dhananjay R. Thiruvady, Asef Nazari, Rhyd Lewis:
Soft happy colourings and community structure of networks. CoRR abs/2405.15663 (2024) - [i6]Alireza Mohammadi, Keshav Sood, Dhananjay R. Thiruvady, Asef Nazari:
Securing Voice Authentication Applications Against Targeted Data Poisoning. CoRR abs/2406.17277 (2024) - 2023
- [i5]Rasoul Amirzadeh, Asef Nazari, Dhananjay R. Thiruvady, Mong-Shan Ee:
Modelling Determinants of Cryptocurrency Prices: A Bayesian Network Approach. CoRR abs/2303.16148 (2023) - [i4]Rasoul Amirzadeh, Asef Nazari, Dhananjay R. Thiruvady, Mong-Shan Ee:
Causal Feature Engineering of Price Directions of Cryptocurrencies using Dynamic Bayesian Networks. CoRR abs/2306.08157 (2023) - [i3]Rasoul Amirzadeh, Dhananjay R. Thiruvady, Asef Nazari, Mong-Shan Ee:
A Framework for Empowering Reinforcement Learning Agents with Causal Analysis: Enhancing Automated Cryptocurrency Trading. CoRR abs/2310.09462 (2023) - 2022
- [j10]Rasoul Amirzadeh, Asef Nazari, Dhananjay R. Thiruvady:
Applying Artificial Intelligence in Cryptocurrency Markets: A Survey. Algorithms 15(11): 428 (2022) - [j9]Ali Eshragh, Fred Roosta, Asef Nazari, Michael W. Mahoney:
LSAR: Efficient Leverage Score Sampling Algorithm for the Analysis of Big Time Series Data. J. Mach. Learn. Res. 23: 22:1-22:36 (2022) - [j8]Atabak Elmi, Asef Nazari, Dhananjay R. Thiruvady, Alptekin Durmusoglu:
Cyclic Flow Shop Robotic Cell Scheduling Problem With Multiple Part Types. IEEE Trans. Engineering Management 69(6): 3240-3252 (2022) - [c12]Tanya Boone-Sifuentes, Mohamed Reda Bouadjenek, Imran Razzak, Hakim Hacid, Asef Nazari:
A Mask-based Output Layer for Multi-level Hierarchical Classification. CIKM 2022: 3833-3837 - [c11]Tanya Boone-Sifuentes, Asef Nazari, Imran Razzak, Mohamed Reda Bouadjenek, Antonio Robles-Kelly, Daniel Ierodiaconou, Elizabeth S. Oh:
Marine-tree: A Large-scale Marine Organisms Dataset for Hierarchical Image Classification. CIKM 2022: 3838-3842 - [i2]Antonio Robles-Kelly, Asef Nazari:
Incorporating the Barzilai-Borwein Adaptive Step Size into Sugradient Methods for Deep Network Training. CoRR abs/2205.13711 (2022) - 2021
- [j7]Dhananjay R. Thiruvady, Kerri Morgan, Susan E. Bedingfield, Asef Nazari:
Allocating Students to Industry Placements Using Integer Programming and Ant Colony Optimisation. Algorithms 14(8): 219 (2021) - [j6]Jian Liu, Lei Gao, Sujie Guo, Rui Ding, Xin Huang, Long Ye, Qinghua Meng, Asef Nazari, Dhananjay R. Thiruvady:
A hybrid deep-learning approach for complex biochemical named entity recognition. Knowl. Based Syst. 221: 106958 (2021) - [j5]Bao Liu, Jinying Yang, Lei Gao, Asef Nazari, Dhananjay R. Thiruvady:
Bio-inspired heuristic dynamic programming for high-precision real-time flow control in a multi-tributary river system. Knowl. Based Syst. 230: 107381 (2021) - 2020
- [j4]Dhananjay R. Thiruvady, Asef Nazari, Aldeida Aleti:
Multi-objective Beam-ACO for Maximising Reliability and Minimising Communication Overhead in the Component Deployment Problem. Algorithms 13(10): 252 (2020) - [j3]Amin Khatami, Asef Nazari, Abbas Khosravi, Chee Peng Lim, Saeid Nahavandi:
A weight perturbation-based regularisation technique for convolutional neural networks and the application in medical imaging. Expert Syst. Appl. 149: 113196 (2020) - [c10]Dhananjay R. Thiruvady, Atabak Elmi, Asef Nazari, Jean-Guy Schneider:
Minimising Cycle Time in Assembly Lines: A Novel Ant Colony Optimisation Approach. Australasian Conference on Artificial Intelligence 2020: 125-137 - [c9]Dhananjay R. Thiruvady, Asef Nazari, Atabak Elmi:
An Ant Colony Optimisation Based Heuristic for Mixed-model Assembly Line Balancing with Setups. CEC 2020: 1-8 - [c8]Tanya Boone-Sifuentes, Antonio Robles-Kelly, Asef Nazari:
Max-Variance Convolutional Neural Network Model Compression. DICTA 2020: 1-6 - [c7]Amin Khatami, Asef Nazari, Amin Beheshti, Thanh Thi Nguyen, Saeid Nahavandi, Jerzy Zieba:
Convolutional Neural Network for Medical Image Classification using Wavelet Features. IJCNN 2020: 1-8 - [c6]Asef Nazari, Dhananjay R. Thiruvady, Atabak Elmi, Jean-Guy Schneider:
Simulated Annealing for Single and Mixed Model Assembly Line Balancing with Setups. SSCI 2020: 2762-2769 - [i1]Jian Liu, Lei Gao, Sujie Guo, Rui Ding, Xin Huang, Long Ye, Qinghua Meng, Asef Nazari, Dhananjay R. Thiruvady:
A hybrid deep-learning approach for complex biochemical named entity recognition. CoRR abs/2012.10824 (2020)
2010 – 2019
- 2019
- [c5]Antonio Robles-Kelly, Asef Nazari:
Incorporating the Barzilai-Borwein Adaptive Step Size into Sugradient Methods for Deep Network Training. DICTA 2019: 1-6 - [c4]Amin Khatami, Parham M. Kebria, Seyed Mohammad Jafar Jalali, Abbas Khosravi, Asef Nazari, Marjan Shamszadeh, Thanh Nguyen, Saeid Nahavandi:
A GA-Based Pruning Fully Connected Network for Tuned Connections in Deep Networks. SMC 2019: 3492-3497 - 2016
- [j2]John Boland, Jerzy A. Filar, Ghazaleh Mohammadian, Asef Nazari:
Australian electricity market and price volatility. Ann. Oper. Res. 241(1-2): 357-372 (2016) - [j1]Asef Nazari, Dhananjay R. Thiruvady, Aldeida Aleti, Irene Moser:
A mixed integer linear programming model for reliability optimisation in the component deployment problem. J. Oper. Res. Soc. 67(8): 1050-1060 (2016) - 2015
- [c3]Asef Nazari, Andreas T. Ernst, Simon Dunstall, Brett A. Bryan, Jeffery D. Connor, Martin Nolan, Florian Stock:
Combined Aggregation and Column Generation for Land-Use Trade-Off Optimisation. ISESS 2015: 455-466 - 2014
- [c2]Dhananjay R. Thiruvady, Irene Moser, Aldeida Aleti, Asef Nazari:
Constraint Programming and Ant Colony System for the Component Deployment Problem. ICCS 2014: 1937-1947
2000 – 2009
- 2008
- [c1]Shafiq Ahmad, Asef Nazari, Mali Abdollahian, Panlop Zeephongsekul:
Fitting Burr XII Distribution to Continuous Positive Data Using Hybrid Search Method. IKE 2008: 546-552
Coauthor Index
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