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Data Science, Mathematics, Operations Research, Optimization
Australia

Activities

Employment (1)

Deakin University: Waurn Ponds, VIC, AU

2018-01-20 to present | Senior Lecturer (School of IT)
Employment
Source: Self-asserted source
Asef Nazari

Education and qualifications (1)

University of Ballarat: VIC, VIC, AU

2006-03-23 to 2010-03-20 | PhD (Information Technology and Mathematical Sciences)
Education
Source: Self-asserted source
Asef Nazari

Works (12)

MLT-Trans: Multi-level Token Transformer for Hierarchical Image Classification

2024 | Book chapter
Contributors: Tanya Boone Sifuentes; Asef Nazari; Mohamed Reda Bouadjenek; Imran Razzak
Source: check_circle
Crossref

Covid19-twitter: A Twitter-based Dataset for Discourse Analysis in Sentence-level Sentiment Classification

2024-10-21 | Conference paper
Contributors: Shashank Gupta; Mohamed Reda Bouadjenek; Antonio Robles-Kelly; Tsz-Kwan Lee; Thanh Thi Nguyen; Asef Nazari; Dhananjay Thiruvady
Source: check_circle
Crossref

Risk-constrained community battery utilisation optimisation for electric vehicle charging with photovoltaic resources

Journal of Energy Storage
2024-09 | Journal article
Contributors: Khalil Gholami; Asef Nazari; Dhananjay Thiruvady; Valeh Moghaddam; Sutharshan Rajasegarar; Wei-Yu Chiu
Source: check_circle
Crossref

Machine learning-based surrogate modelling of a robust, sustainable development goal (SDG)-compliant land-use future for Australia at high spatial resolution

Journal of Environmental Management
2024-07 | Journal article
Contributors: Md Shakil Khan; Enayat A. Moallemi; Dhananjay Thiruvady; Asef Nazari; Brett A. Bryan
Source: check_circle
Crossref

Quantifying the Safe Operating Space for Land‐System SDG Achievement via Machine Learning and Scenario Discovery

Earth's Future
2023-03 | Journal article
Contributors: Md Shakil Khan; Enayat A. Moallemi; Asef Nazari; Dhananjay Thiruvady; Brett A. Bryan
Source: check_circle
Crossref

Cyclic Flow Shop Robotic Cell Scheduling Problem With Multiple Part Types

IEEE Transactions on Engineering Management
2022-12 | Journal article
Contributors: Atabak Elmi; Asef Nazari; Dhananjay Thiruvady; Alptekin Durmusoglu
Source: check_circle
Crossref

Applying Artificial Intelligence in Cryptocurrency Markets: A Survey

Algorithms
2022-11-14 | Journal article
Contributors: Rasoul Amirzadeh; Asef Nazari; Dhananjay Thiruvady
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

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

Algorithms
2021-07-21 | Journal article
Contributors: Dhananjay Thiruvady; Kerri Morgan; Susan Bedingfield; Asef Nazari
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Crossref
grade
Preferred source (of 2)‎

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

Knowledge-Based Systems
2021-06 | Journal article
Contributors: Jian Liu; Lei Gao; Sujie Guo; Rui Ding; Xin Huang; Long Ye; Qinghua Meng; Asef Nazari; Dhananjay Thiruvady
Source: check_circle
Crossref

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

2020 | Book chapter
Contributors: Dhananjay Thiruvady; Atabak Elmi; Asef Nazari; Jean-Guy Schneider
Source: check_circle
Crossref

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

Algorithms
2020-10-03 | Journal article
Contributors: Dhananjay Thiruvady; Asef Nazari; Aldeida Aleti
Source: check_circle
Crossref

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

Expert Systems with Applications
2020-07 | Journal article
Contributors: Amin Khatami; Asef Nazari; Abbas Khosravi; Chee Peng Lim; Saeid Nahavandi
Source: check_circle
Crossref

Peer review (3 reviews for 3 publications/grants)

Review activity for Environmental Modeling & Assessment (1)
Review activity for Expert systems with applications. (1)
Review activity for Next research. (1)