Asef Nazari

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 29

Top Topics

Convolutional Neural Network

Image Classification

Top Venues

Knowl. Based Syst.

Publications

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 (2024)
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 (2024)
Tanya Boone-Sifuentes, Asef Nazari, Mohamed Reda Bouadjenek, Imran Razzak
MLT-Trans: Multi-level Token Transformer for Hierarchical Image Classification. PAKDD (3) (2024)
Mohammad Hadi Shekarriz, Dhananjay R. Thiruvady, Asef Nazari, Rhyd Lewis
Soft happy colourings and community structure of networks. CoRR (2024)
Alireza Mohammadi, Keshav Sood, Dhananjay R. Thiruvady, Asef Nazari
Securing Voice Authentication Applications Against Targeted Data Poisoning. CoRR (2024)
Rasoul Amirzadeh, Asef Nazari, Dhananjay R. Thiruvady, Mong-Shan Ee
Causal Feature Engineering of Price Directions of Cryptocurrencies using Dynamic Bayesian Networks. CoRR (2023)
Rasoul Amirzadeh, Asef Nazari, Dhananjay R. Thiruvady, Mong-Shan Ee
Modelling Determinants of Cryptocurrency Prices: A Bayesian Network Approach. CoRR (2023)
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 (2023)
Tanya Boone-Sifuentes, Asef Nazari, Imran Razzak, Mohamed Reda Bouadjenek, Antonio Robles-Kelly, Daniel Ierodiaconou, Elizabeth S. Oh
A Large-scale Marine Organisms Dataset for Hierarchical Image Classification. CIKM (2022)
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) (2022)
Antonio Robles-Kelly, Asef Nazari
Incorporating the Barzilai-Borwein Adaptive Step Size into Sugradient Methods for Deep Network Training. CoRR (2022)
Rasoul Amirzadeh, Asef Nazari, Dhananjay R. Thiruvady
Applying Artificial Intelligence in Cryptocurrency Markets: A Survey. Algorithms 15 (11) (2022)
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 (2022)
Tanya Boone-Sifuentes, Mohamed Reda Bouadjenek, Imran Razzak, Hakim Hacid, Asef Nazari
A Mask-based Output Layer for Multi-level Hierarchical Classification. CIKM (2022)
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 (2021)
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) (2021)
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 (2021)
Dhananjay R. Thiruvady, Asef Nazari, Atabak Elmi
An Ant Colony Optimisation Based Heuristic for Mixed-model Assembly Line Balancing with Setups. CEC (2020)
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) (2020)
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)
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)
Tanya Boone-Sifuentes, Antonio Robles-Kelly, Asef Nazari
Max-Variance Convolutional Neural Network Model Compression. DICTA (2020)
Asef Nazari, Dhananjay R. Thiruvady, Atabak Elmi, Jean-Guy Schneider
Simulated Annealing for Single and Mixed Model Assembly Line Balancing with Setups. SSCI (2020)
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 (2020)
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 (2020)
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)
Antonio Robles-Kelly, Asef Nazari
Incorporating the Barzilai-Borwein Adaptive Step Size into Sugradient Methods for Deep Network Training. DICTA (2019)
John Boland, Jerzy A. Filar, Ghazaleh Mohammadian, Asef Nazari
Australian electricity market and price volatility. Ann. Oper. Res. 241 (1-2) (2016)
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) (2016)
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)
Dhananjay R. Thiruvady, Irene Moser, Aldeida Aleti, Asef Nazari
Constraint Programming and Ant Colony System for the Component Deployment Problem. ICCS (2014)
Shafiq Ahmad, Asef Nazari, Mali Abdollahian, Panlop Zeephongsekul
Fitting Burr XII Distribution to Continuous Positive Data Using Hybrid Search Method. IKE (2008)