STAFF PROFILE
Associate Professor Mahdi Jalili
Position:
Associate Professor
College / Portfolio:
STEM College
School / Department:
STEM|School of Engineering
Email:
mahdi.jalili@rmit.edu.au
Campus:
City Campus
Contact me about:
Research supervision
- 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
- 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
- Ebrahimi, A.,Nowzari-Dalini, A.,Jalili, M.,Masoudi-Nejad, A. (2020). Target controllability with minimal mediators in complex biological networks In: Genomics, 112, 4938 - 4944
- Al Khafaf, N.,Jalili, M.,Sokolowski, P. (2020). A Novel Clustering Index to Find Optimal Clusters Size with Application to Segmentation of Energy Consumers In: IEEE Transactions on Industrial Informatics, 17, 346 - 355
- Joorabloo, N.,Jalili, M.,Ren, Y. (2020). Improved Collaborative Filtering Recommendation through Similarity Prediction In: IEEE Access, 8, 202122 - 202132
- Ebrahimi, A.,Nowzari-Dalini, A.,Jalili, M.,Masoudi-Nejad, A. (2020). Appropriate time to apply control input to complex dynamical systems In: Scientific Reports, 10, 1 - 7
- 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 1 Masters by Research Current Supervisions6 PhD Completions
Complex networks, Dynamical systems, Dynamical networks, Control systems, Graph theory, Social networks analysis and mining, Machine learning applications
- Develop a software prototype for a Multi-Objective Optimisation Tool. Funded by: Desert Knowledge Australia Contract from (2021 to 2022)
- 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)
- Dynamics and Resilience of Complex Network Systems with Switching Topology. Funded by: ARC Discovery Projects 2020 from (2020 to 2023)
- Donald and Tarnagulla Microgrid Feasibility Study – Area Hosting Capacity Assessment (administered by C4NET). Funded by: Regional and Remote Communities Reliability Fund - Microgrids: Competitive from (2020 to 2023)