STAFF PROFILE
Associate Professor Andy Song
Position:
Associate Professor
College / Portfolio:
STEM College
School / Department:
STEM|School of Computing Technologies
Phone:
+61399259761
Email:
andy.song@rmit.edu.au
Campus:
City Campus
Contact me about:
Research supervision
- Shao, W.,Zhang, Y.,Xiao, P.,Qin, K.,Saiedur Rahaman, M.,Chan, J.,Guo, B.,Song, A.,Salim, F. (2024). Transferrable contextual feature clusters for parking occupancy prediction In: Pervasive and Mobile Computing, 97, 1 - 16
- Peng, Y.,Song, A.,Ciesielski, V.,Abokela, H.,Chang, X. (2023). PRE-NAS: Evolutionary Neural Architecture Search With Predictor In: IEEE Transactions on Evolutionary Computation, 27, 26 - 36
- Xu, P.,Song, A.,Wang, K. (2023). Intelligent Head-Mounted Obstacle Avoidance Wearable for the Blind and Visually Impaired In: Sensors, 23, 1 - 19
- Peng, Y.,Song, A.,Ciesielski, V.,Fayek, H.,Chang, X. (2023). Fast Evolutionary Neural Architecture Search by Contrastive Predictor with Linear Regions In: GECCO '23: Proceedings of the Genetic and Evolutionary Computation Conference, Lisbon, Portugal, 15/07/2023 -19/07/2023
- Gunarathna, M.,Yang, R.,Song, A. (2022). Diverse distributed renewable energy trading paradigms: a business model review In: Journal of Environmental Planning and Management, 65, 1 - 36
- Peng, Y.,Song, A.,Ciesielski, V.,Abokela, H.,Chang, X. (2022). PRE-NAS: predictor-assisted evolutionary neural architecture search In: GECCO '22: Proceedings of the Genetic and Evolutionary Computation Conference, Boston, United States of America, 09/07/2022 -13/07/2022
- Saiedur Rahaman, M.,Shao, W.,Salim, F.,Turky, A.,Song, A.,Chan, J.,Jiang, J.,Bradbrook, D. (2021). MoParkeR: Multi-objective Parking Recommendation In: Proceedings of the 33rd International Conference on Scientific and Statistical Database Management (SSDBM 2021), Tampa, Florida, United States, 6-7July 2021
- Banda, P.,Bhuiyan, M.,Hasan, K.,Zhang, K.,Song, A. (2021). Timeseries Based Deep Hybrid Transfer Learning Frameworks: A Case Study of Electric Vehicle Energy Prediction In: Proceedings of the 21st annual International Conference on Computational Science - Part V (ICCS 2021), Krakow, Poland, 16-18 June 2021
- Banda, P.,Bhuiyan, M.,Zhang, K.,Song, A. (2021). Energy Consumption Prediction for Multi-functional Buildings Using Convolutional Bidirectional Recurrent Neural Networks In: Proceedings of the 21st International Conference Computational Science, Krakow, Poland, 16/06/2021-18/06/2021
- Muehlbauer, M.,Burry, J.,Song, A. (2020). An aesthetic-based fitness measure and a framework for guidance of evolutionary design in architecture In: Proceedings of the 9th International Conference, Artificial Intelligence in Music, Sound, Art and Design (EvoMUSART 2020), Seville, Spain, 15/04/2020-17/04/2020
- Predictive Modelling for Sports Data. Funded by: Innovation Connections grant - Cat 1 from (2023 to 2024)
- Mornington Peninsula Smart Parking and Amenities for High Demand Areas (administered by Mornington Peninsula Shire Council). Funded by: Smart Cities and Suburbs Program - 2017 onwards from (2019 to 2020)
- Data61 PhD Top-up Scholarship - Heterogeneous Framework for Constrained Optimisation. Funded by: Data61 (CSIRO contract) from (2017 to 2018)
- FWPA Data Aggregation Program - Data Security. Funded by: Forest and Wood Products Research, Development & Engineering Funding from (2015 to 2015)
- Planning and Learning in BDI Agents. Funded by: ARC Linkage Project 2005 Round 1 from (2005 to 2008)
Note: Supervision projects since 2004
8 PhD Completions9 PhD Current Supervisions
Machine Learning. Learning in Mulit-agent Environment. Evolutionary computation. Texture Analysis