Faculty of Information Technology

Governing the knowledge commons

Handfield, T., Levy, N., Garcia Gallego, J. & Simpson, R.

15/07/19 → 14/07/22

Project: Research

Digital energy futures: forecasting changing residential electricity demand

Strengers, Y., Pink, S., Simpson, R., Judd, S. & Gallagher, L.

10/07/19 → 9/07/22

Project: Research

Data61 CRP - "Optimisation technologies and datasets for energy systems"

Liebman, A., Tack, G., Wallace, M., Le Bodic, P., Dunstall, S., LANGRENÉ, N. & Schutt, A. S.

1/07/19 → 30/06/20

Project: Research

Effective Learning of Document Neural Machine Translation

Haffari, R.

1/06/19 → 1/06/20

Project: Other

Advisian Digital, Proof of Concept for Application of Advanced Short Term Power Generation Forecasting Technology for Wind and Solar Farms

Nitchov, T., Marshment, D., Bergmeir, C., Brown, S., Danka, G., Vahid-Araghi, F., Miller, B., Hyndman, R., Ben Taieb, S., Salehi, M. & Khalilpour, K.

28/05/19 → 6/01/21

Project: Research

Datafication as a trans-disciplinary tool to refine, understand and address a range of complex real-world situations.

Doogan, C. H., Linger, H. & Buntine, W.

1/05/19 → 30/04/22

Project: Research

Towards Data-Efficient Future Action Prediction in the Wild

Chang, X.

1/05/19 → 1/05/22

Project: Research

Model Driven Engineering and Evolutionary Machine Learning Base Approach for Modelling, Designing, Generating and Testing eHealth Apps for Smartphones and Wearables

Shamsujjoha, M., Grundy, J., Li, L., Lu, Q. & Knight, K.

1/05/19 → 10/01/23

Project: Research

Cybersecurity vulnerabilities in Australia: Shining a light on breaches in Financial Services, Retail and Utilities

Alberto Torres, W. & Steinfeld, R.

29/04/19 → 27/09/19

Project: Research

AI for Law Enforcement & Community Safety

Wilson, C.

Australian Federal Police (AFP)

15/04/19 → 14/04/22

Project: Research

Cardiorespiratory function as a non-invasive biomarker for detecting seizures with artificial intelligence: Utilising data from long-term patient recordings from an epilepsy monitoring unit

O'Brien, T., Kwan, P., Sivathamboo, S., Perucca, P., Ge, Z., Le, T., Phung, D., Bonnington, P. & Piccenna, L.

8/04/19 → 8/04/20

Project: Research

Maker workshops for all: including people with disabilities

Ellis, K., Morgan, M. & Crouch, L.

5/04/19 → 22/09/19

Project: Research

Effective Multi-Task Learning for Neural Machine Translation

Haffari, R.

1/04/19 → 1/06/20

Project: Research

Personalised Public Transport

Wallace, M., Moser, I., Ronald, N. & Harabor, D.

1/04/19 → 31/03/22

Project: Research

Target-agnostic analytics: Building agile predictive models for big data

Webb, G., Buntine, W. & Petitjean, F.

1/04/19 → 31/03/22

Project: Research

Explaining the outcomes of complex models

Zukerman, I., Haffari, R. & Reiter, E.

7/03/19 → 6/03/22

Project: Research

Gift for Research in bug detection in smart contracts

Xia, X.

6/03/19 → 31/12/19

Project: Other

ARC Research Hub for Driving Farming Productivity and Disease Prevention

Gao, Y., Tao, D., van den Hengel, A., Bennamoun, M., Guijt, R. M., Shen, C., Grundy, J., Mian, A., Zhou, J., Busch, A., Dong, J. S., Nguyen, N., Li, Q., Ford, R., Tan, S. H., Sun, C., Mikami, S., Cox, D., Daniels, R., Zhou, J. & Koulakov, S.

5/03/19 → 5/03/24

Project: Research

Fortifying Our Digital Economy: Advanced Automated Vulnerability Discovery

Boehme, M.

Australian Research Council (ARC)

5/03/19 → 4/03/22

Project: Research

Efficient and effective analytics for real-world time series forecasting

Bergmeir, C.

Australian Research Council (ARC)

18/02/19 → 17/02/22

Project: Research

Security Enforcement in IOT-based BAS: HVAC Integration Challenges and Future Di

Pathmabandu, R. D. C. L., Grundy, J., Baig, Z. & Knight, K.

18/02/19 → 17/02/23

Project: Research

In Search of Scalable Consensus Protocols for Public Blockchains in IoT Environment

Han, R., Liu, J., Yu, J., Baig, Z. & Knight, K.

18/02/19 → 19/08/22

Project: Research

Recurrent Neural Network Forecasting Framework with Data Augmentation

Hyndman, R. & Bergmeir, C.

15/02/19 → 31/10/19

Project: Research

MCLA animations: Teaching and Learning Website

Russell, L., Bradley, J., Faulkhead, S., Chandler, T. & McKee, B.

10/02/19 → 12/12/19

Project: Research

Personalised Seizure Prediction

Kuhlmann, L., Cook, M., Freestone, D. R., D'Souza, W. & Burkitt, A. N.

National Health & Medical Research Council (NHMRC)

1/02/19 → 31/01/22

Project: Research

AI-EARTH18: Microsoft “AI for earth” 2018: Mapping Species distribution in space and time using social network geotagged photos and Azure cognitive services

Dorin, A., Mahmoud, M., Dyer, A. & Lesiv, M.

1/02/19 → 30/11/19

Project: Research

Gift for Research in Mining Software Repositories and Empirical Software Engineering

Xia, X.

Zhejiang Bangsun Technology Ltd

24/01/19 → 24/12/19

Project: Research

Internet-based management of rotator cuff tendinopathy with remote physiotherapist led support: a pilot and feasibility randomised controlled trial

Perraton, L., Malliaras, P., Maloney, S. & Ellis, K.

Monash University – Internal School Contribution

14/01/19 → 22/07/19

Project: Research

ET: Performance Improvements of the Emotion Tracker for Tennis Players

Goncu, C.

2/01/19 → 31/12/19

Project: Consultancy

A Ubiquitous System for Indoor Location-Based Services

Cheema, A.

Australian Research Council (ARC)

1/01/19 → 30/06/23

Project: Research

Innovative use of AI for antifungal stewardship in patients with blood cancer

Ananda-Rajah, M., Haffari, R., Drummond, T., Ellis, S. J., Webb, G., Peleg, A. & Peel, T.

1/01/19 → 31/12/19

Project: Research

Data-Smart schools - enhancing the use of digital data in secondary schools

Selwyn, N., Gasevic, D., Henderson, M. & Pangrazio, L.

1/01/19 → 31/12/21

Project: Research

Identification and Forecasting of Seizure from EEG data recorded from rodents in Laboratory settings using QA/QC and Machine Learning Algorithms

Casillas-Espinosa, P., O'Brien, T. & Knight, K.

1/12/18 → 30/11/20

Project: Research

Mircrogrid Electricity Market Operator

Ferraro, S., Fullelove, T., Williamson, B., Buckingham, E., Farrelly, M., Cantley-Smith, R., Leslie, G., Campbell, A., Kraal, D., Gawler, R., Liebman, A., Goodwin, S. & Dkhissi, Y.

Department of Environment, Land, Water and Planning (VIC), Monash University – Internal University Contribution

5/11/18 → 30/06/20

Project: Research

INT-0447 Market Intelligence

Duan, Y. & Yeh, C.

5/11/18 → 19/07/19

Project: Research

Using 3D Printing to Improve Access to Graphics by Vision Impaired People

Marriott, K., Butler, M., Lewis, D. & Marathe, S.

4/09/18 → 3/09/21

Project: Research

Diversifying Information Culture Training

Oliver, G., Foscarini, F. & Boamah, E.

1/09/18 → 1/12/19

Project: Research

Adobe Systems Unrestricted Gift Funding

Phung, D.

1/08/18 → 1/09/19

Project: Other

DeepTime: Studying deep-learning architectures for time series classification

Petitjean, F.

20/07/18 → 19/07/20

Project: Research

Driving Social Change: Women, Entrepreneurship, IoT

Gonsalvez, C., Whittle, J., Meyer, B., Cheah, J., Meitiner, P., Pakakis, M., Beekhuyzen, J. & Van Krieken, A.

1/07/18 → 30/06/20

Project: Research

Explaining the outcomes of complex computational models (Explainable AI)

Situ, X., Zukerman, I., Haffari, R., Paris, C. & Xu, C.

1/07/18 → 18/03/22

Project: Research

Development of automated measures from mammograms that predict masking and risk of breast cancer

Schmidt, D., Hopper, J. L., Keogh, L. & Frazer, H.

1/07/18 → 30/06/20

Project: Research

IKM in Indigenous cultural centres of the Pacific

de Villiers, A. M., Denison, T. & Faulkhead, S.

30/06/18 → 30/06/21

Project: Research

Nonparametric Machine Learning for Modern Data Analytics (ARC DP)

Phung, D.

18/06/18 → 31/12/19

Project: Research

Deep Learning for Cyber (Data61 CRP 38)

Phung, D., Le, T., Xiang, Y., Zhang, J., Wen, S., Murray, T. & Nock, R.

15/06/18 → 30/06/20

Project: Research

Stay Well: Analysing Lifestyle Data from Smart Monitoring Devices (ARC DP)

Phung, D., Venkatesh, S. & Kumar, M.

7/06/18 → 31/12/19

Project: Research

Domain-specific visual languages for big data analytics applications

Grundy, J., Abdelrazek, M., He, Q. & Hosking, J.

2/05/18 → 1/05/20

Project: Research

Collaborative clinical, technical and user-interface research to accelerate translation of an online visual test to diagnose bipolar disorder

Miller, S., Law, P. & Ellis, K.

Department of Health and Human Services (DHHS) (VIC)

30/04/18 → 31/10/19

Project: Research

ARC Research Hub for Digital Enhanced Living

Mouzakis, K., Grundy, J., Venkatesh, S., Maeder, A. J., Hutchinson, A. M., Berk, M., Maddison, R., Kouzani, A. Z., Vasa, R., Calvo, R., Christensen, H. M., Williams, P., Phung, D., Yearwood, J., Gordon, S., Powers, D. M. W., Wickramasinghe, N., Bidargaddi, N., Rana, S., Tran, T., Gupta, S., Luo, W., Abdelrazek, M., Tan, F. T. C., Langberg, H., Kayser, L., Kensing, F., Bodendorf, F., Hansen, J. P., Warren, J. R., Sinha, R., Smeaton, A., Aitken, I., Voukelatos, F., Fiebig, J., Serroni, D., Farquhar, C., Nagarajan, R., Tripodi, B., Biggin, J., Fouyaxis, J., Gerasimou, E., Varley, D. & Pitcher, M.

Monash University – Internal Faculty Contribution

15/03/18 → 14/03/22

Project: Research

BP2 Generating and translating knowledge in health promotion and lifestyle improvement prior to and during pregnancy to reduce the burden of maternal obesity

Teede, H., Skouteris, H., Boyle, J., Burstein, F., Moran, L. & Taylor, T.

5/03/18 → 30/08/20

Project: Research