Asef Nazari

According to our database, Asef Nazari authored at least 26 papers between 2008 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

SALSA: Sequential Approximate Leverage-Score Algorithm with Application in Analyzing Big Time Series Data.

Ali Eshragh, Luke Yerbury, Asef Nazari, Fred Roosta, Michael W. Mahoney

CoRR, 2024

2023

A Framework for Empowering Reinforcement Learning Agents with Causal Analysis: Enhancing Automated Cryptocurrency Trading.

Rasoul Amirzadeh, Dhananjay R. Thiruvady, Asef Nazari, Mong-Shan Ee

CoRR, 2023

Causal Feature Engineering of Price Directions of Cryptocurrencies using Dynamic Bayesian Networks.

Rasoul Amirzadeh, Asef Nazari, Dhananjay R. Thiruvady, Mong-Shan Ee

CoRR, 2023

Modelling Determinants of Cryptocurrency Prices: A Bayesian Network Approach.

Rasoul Amirzadeh, Asef Nazari, Dhananjay R. Thiruvady, Mong-Shan Ee

CoRR, 2023

2022

Cyclic Flow Shop Robotic Cell Scheduling Problem With Multiple Part Types.

Atabak Elmi, Asef Nazari, Dhananjay R. Thiruvady, Alptekin Durmusoglu

IEEE Trans. Engineering Management, 2022

LSAR: Efficient Leverage Score Sampling Algorithm for the Analysis of Big Time Series Data.

Ali Eshragh, Fred Roosta, Asef Nazari, Michael W. Mahoney

J. Mach. Learn. Res., 2022

Applying Artificial Intelligence in Cryptocurrency Markets: A Survey.

Rasoul Amirzadeh, Asef Nazari, Dhananjay R. Thiruvady

Algorithms, 2022

<i>Marine-tree: </i> A Large-scale Marine Organisms Dataset for Hierarchical Image Classification.

Tanya Boone-Sifuentes, Asef Nazari, Imran Razzak, Mohamed Reda Bouadjenek, Antonio Robles-Kelly, Daniel Ierodiaconou, Elizabeth S. Oh

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

A Mask-based Output Layer for Multi-level Hierarchical Classification.

Tanya Boone-Sifuentes, Mohamed Reda Bouadjenek, Imran Razzak, Hakim Hacid, Asef Nazari

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

2021

Bio-inspired heuristic dynamic programming for high-precision real-time flow control in a multi-tributary river system.

Bao Liu, Jinying Yang, Lei Gao, Asef Nazari, Dhananjay R. Thiruvady

Knowl. Based Syst., 2021

A hybrid deep-learning approach for complex biochemical named entity recognition.

Jian Liu, Lei Gao, Sujie Guo, Rui Ding, Xin Huang, Long Ye, Qinghua Meng, Asef Nazari, Dhananjay R. Thiruvady

Knowl. Based Syst., 2021

Allocating Students to Industry Placements Using Integer Programming and Ant Colony Optimisation.

Dhananjay R. Thiruvady, Kerri Morgan, Susan E. Bedingfield, Asef Nazari

Algorithms, 2021

2020

A weight perturbation-based regularisation technique for convolutional neural networks and the application in medical imaging.

Amin Khatami, Asef Nazari, Abbas Khosravi, Chee Peng Lim, Saeid Nahavandi

Expert Syst. Appl., 2020

Multi-objective Beam-ACO for Maximising Reliability and Minimising Communication Overhead in the Component Deployment Problem.

Dhananjay R. Thiruvady, Asef Nazari, Aldeida Aleti

Algorithms, 2020

Simulated Annealing for Single and Mixed Model Assembly Line Balancing with Setups.

Asef Nazari, Dhananjay R. Thiruvady, Atabak Elmi, Jean-Guy Schneider

Proceedings of the 2020 IEEE Symposium Series on Computational Intelligence, 2020

Convolutional Neural Network for Medical Image Classification using Wavelet Features.

Amin Khatami, Asef Nazari, Amin Beheshti, Thanh Thi Nguyen, Saeid Nahavandi, Jerzy Zieba

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Max-Variance Convolutional Neural Network Model Compression.

Tanya Boone-Sifuentes, Antonio Robles-Kelly, Asef Nazari

Proceedings of the Digital Image Computing: Techniques and Applications, 2020

An Ant Colony Optimisation Based Heuristic for Mixed-model Assembly Line Balancing with Setups.

Dhananjay R. Thiruvady, Asef Nazari, Atabak Elmi

Proceedings of the IEEE Congress on Evolutionary Computation, 2020

Minimising Cycle Time in Assembly Lines: A Novel Ant Colony Optimisation Approach.

Dhananjay R. Thiruvady, Atabak Elmi, Asef Nazari, Jean-Guy Schneider

Proceedings of the AI 2020: Advances in Artificial Intelligence, 2020

2019

A GA-Based Pruning Fully Connected Network for Tuned Connections in Deep Networks.

Amin Khatami, Parham M. Kebria, Seyed Mohammad Jafar Jalali, Abbas Khosravi, Asef Nazari, Marjan Shamszadeh, Thanh Nguyen, Saeid Nahavandi

Proceedings of the 2019 IEEE International Conference on Systems, Man and Cybernetics, 2019

Incorporating the Barzilai-Borwein Adaptive Step Size into Sugradient Methods for Deep Network Training.

Antonio Robles-Kelly, Asef Nazari

Proceedings of the 2019 Digital Image Computing: Techniques and Applications, 2019

2016

A mixed integer linear programming model for reliability optimisation in the component deployment problem.

Asef Nazari, Dhananjay R. Thiruvady, Aldeida Aleti, Irene Moser

J. Oper. Res. Soc., 2016

Australian electricity market and price volatility.

John Boland, Jerzy A. Filar, Ghazaleh Mohammadian, Asef Nazari

Ann. Oper. Res., 2016

2015

Combined Aggregation and Column Generation for Land-Use Trade-Off Optimisation.

Asef Nazari, Andreas T. Ernst, Simon Dunstall, Brett A. Bryan, Jeffery D. Connor, Martin Nolan, Florian Stock

Proceedings of the Environmental Software Systems. Infrastructures, Services and Applications, 2015

2014

Constraint Programming and Ant Colony System for the Component Deployment Problem.

Dhananjay R. Thiruvady, Irene Moser, Aldeida Aleti, Asef Nazari

Proceedings of the International Conference on Computational Science, 2014

2008

Fitting Burr XII Distribution to Continuous Positive Data Using Hybrid Search Method.

Shafiq Ahmad, Asef Nazari, Mali Abdollahian, Panlop Zeephongsekul

Proceedings of the 2008 International Conference on Information & Knowledge Engineering, 2008