STAFF PROFILE
Associate Professor Mahdi Jalili
Position:
Associate Professor
College / Portfolio:
STEM College
School / Department:
STEM|School of Engineering
Phone:
+61399251223
Email:
mahdi.jalili@rmit.edu.au
Campus:
City Campus
Contact me about:
Research supervision
- Ahmadian, S.,Joorabloo, N.,Jalili, M.,Ahmadian, M. (2022). Alleviating data sparsity problem in time-aware recommender systems using a reliable rating profile enrichment approach In: Expert Systems with Applications, 187, 1 - 15
- Aslanian, E.,Radmanesh, M.,Jalili, M. (2021). (In Press) Hybrid recommender systems based on content feature relationship In: IEEE Transactions on Industrial Informatics, , 1 - 9
- Ghorbanzadeh, H.,Sheikhahmadi, A.,Jalili, M.,Sulaimany, S. (2021). A hybrid method of link prediction in directed graphs In: Expert Systems with Applications, 165, 1 - 13
- Molaei, S.,Havvaei, A.,Zare, H.,Jalili, M. (2021). Collaborative Deep Forest Learning for Recommender Systems In: IEEE Access, 9, 22053 - 22061
- Hamed, H.,Jalili, M.,Vu, H.,Stone, L. (2021). Percolation of heterogeneous flows uncovers the bottlenecks of infrastructure networks In: Nature Communications, 12, 1 - 10
- Joorabloo, N.,Jalili, M.,Ren, Y. (2021). A Probabilistic Graph-based Method to Solve Precision-diversity Dilemma in Recommender Systems In: Expert Systems with Applications, 184, 1 - 10
- Molaei, S.,Bousejin, N.,Zare, H.,Jalili, M. (2021). Deep node clustering based on mutual information maximization In: Neurocomputing, 455, 274 - 282
- Hamed, H.,Jalili, M.,Vu, H.,Saberi, M.,Stone, L.,Hoogendoorn, S. (2021). Automated extraction of origin-destination demand for public transportation from smartcard data with pattern recognition In: Transportation Research Part C: Emerging Technologies, 129, 1 - 20
- Bryant, J.,Munkhchuluun, E.,Sokolowski, P.,Jalili, M.,Meegahapola, L.,Yu, X.,Jennings, R.,Summers, K. (2020). A supercapacitor-based inertial response scheme to enhance frequency stability in future energy systems with large wind parks In: Proceedings - 2020 International Conference on Smart Grids and Energy Systems, SGES 2020, Perth, Australia, 23-26 November 2020
- Radmanesh, M.,Jalili, M.,Kozlowska, K. (2020). Activation of Functional Brain Networks in Children With Psychogenic Non-epileptic Seizures In: Frontiers in Human Neuroscience, 14, 1 - 18
Note: Supervision projects since 2004
15 PhD Current Supervisions and 2 Masters by Research Current Supervisions8 PhD Completions
Complex networks, Dynamical systems, Dynamical networks, Control systems, Graph theory, Social networks analysis and mining, Machine learning applications
- Supporting the Electrification of Victoria’s Future Fleet (VHESIF Pool 2). Funded by: Victorian Higher Education State Investment Fund (VHESIF) - Pool 2 from (2021 to 2025)
- Develop a software prototype for a Multi-Objective Optimisation Tool. Funded by: Desert Knowledge Australia Contract from (2021 to 2022)
- Project 69: C4NET Demand Response Initiative - Optimisation of behind the meter DER generation assets within network constraints: A roadmap to successful DR program. Funded by: Centre for New Energy Technologies (C4NET) from (2021 to 2023)
- Opportunity Assessment: N1 Electric Vehicles and the Grid. Funded by: Race for 2030 Limited CRC - Competitive from (2021 to 2021)
- Dynamic Deep Learning for Electricity Demand Forecasting. Funded by: ARC Linkage Project Grants 2018 from (2020 to 2023)