Prof Terry Caelli

STAFF PROFILE

Position

Professor, Data Science

Faculty

Faculty of Sci Eng & Built Env

Department

School of Info Technology

Campus

Melbourne Burwood Campus

Contact

t.caelli@deakin.edu.au
+61 3 924 45759

Publications

Filter by

2019

Insights into the Health of Defence Simulated Workforce Systems Using Data Farming and Analytics

B Hill, D Vukcevic, T Caelli, A Novak

(2019), Vol. 2019-December, pp. 2491-2502, WSC 2019 : Proceedings of the 2019 Winter Simulation Conference, National Harbor, Maryland, E1

conference

The use of markov decision processes for Australian naval aviation training schedules

S Suvorova, A Novak, B Moran, T Caelli

(2019), Vol. 24, pp. 31-46, Military operations research, Alexandria, Va., C1

journal

Investigating human machine integration concepts for isar classification

J Mukerjee, P Sheehan, T Caelli

(2019), pp. 1-9, ICNS 2019 : Proceedings of the Integrated Communications, Navigation and Surveillance Conference, Herndon, Virginia, E1-1

conference

Analytics for awareness in maritime surveillance: from data to tactical insight

T Caelli, J Mukerjee, E Sparks

(2019), Vol. 16, pp. 207-215, Journal of Defense Modeling and Simulation, Thousand Oaks, C.A., C1-1

journal
2018

Dancing links for optimal timetabling

V Nguyen, B Moran, A Novak, V Mak-Hau, T Caelli, B Hill, D Kirszenblat

(2018), Vol. 23, pp. 61-78, Military operations research, Alexandria, Va., C1

journal

A scale-invariant change detection method for land use/cover change research

J Xing, R Sieber, T Caelli

(2018), Vol. 141, pp. 252-264, ISPRS Journal of Photogrammetry and Remote Sensing, Amsterdam, The Netherlands, C1-1

journal
2017

Bayesian Contrast Measures and Clutter Distribution Determinants of Human Target Detection

A Novak, N Armstrong, T Caelli, I Blair

(2017), Vol. 26, pp. 1115-1126, IEEE Transactions on Image Processing, Piscataway, N.J., C1-1

journal

An optimal recruitment algorithm based on an efficient tree search policy

P Lalbakhsh, A Novak, T Caelli

(2017), pp. 674-680, MODSIM 2017 : Proceedings of the 22nd International Congress on Modelling and Simulation, Hobart, Tasmania, E1-1

conference
2016

Systematic review of virtual speech therapists for speech disorders

Y Chen, C Johnson, P Lalbakhsh, T Caelli, G Deng, D Tay, S Erickson, P Broadbridge, A El Refaie, W Doube, M Morris

(2016), Vol. 37, pp. 98-128, Computer speech and language, Amsterdam, The Netherlands, C1-1

journal
2015

Using Twitter to learn about the autism community

A Beykikhoshk, O Arandjelovic, D Phung, S Venkatesh, T Caelli

(2015), Vol. 5, pp. 1-17, Social Network Analysis and Mining, New York, N.Y., C1

journal

Computer-based rehabilitation for developing speech and language in hearing-impaired children: a systematic review

A Simpson, A El-Refaie, C Stephenson, Y Phoebe Chen, D Deng, S Erickson, D Tay, M Morris, W Doube, T Caelli

(2015), Vol. 17, pp. 111-119, Deafness and education international, Abingdon, Eng., C1-1

journal

Delaunay-supported edges for image graphs

N Dahm, Y Gao, T Caelli, H Bunke

(2015), pp. 1036-1040, ICIP 2015 : Proceedings of the 2015 IEEE International Conference on Image Processing, Quebec City, Quebec, E1-1

conference

Efficient subgraph matching using topological node feature constraints

N Dahm, H Bunke, T Caelli, Y Gao

(2015), Vol. 48, pp. 317-330, Pattern Recognition, Amsterdam, The Netherlands, C1-1

journal
2014

A syntactic two-component encoding model for the trajectories of human actions

S Li, M Ferraro, T Caelli, P Pathirana

(2014), Vol. 18, pp. 1903-1914, IEEE Journal of Biomedical and Health Informatics, Piscataway, NJ, C1

journal

Data-mining twitter and the autism spectrum disorder: A Pilot study

A Beykikhoshk, O Arandjelovi?, D Phung, S Venkatesh, T Caelli

(2014), pp. 349-356, ASONAM 2014 - Proceedings of the 2014 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, E1

conference

Monitoring and analysis of respiratory patterns using microwave doppler radar

Siong Lee, Pubudu Pathirana, Christopher Steinfort, Terry Caelli

(2014), Vol. 2, pp. 1-12, IEEE journal of translational engineering in health and medicine, New York, NY, C1

journal

Functional range of movement of the hand : declination angles to reachable space

H Pham, P Pathirana, T Caelli

(2014), pp. 6230-6233, EMBS 2014 : Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Chicago, Illinois, E1

conference

Multi-Kinect skeleton fusion for physical rehabilitation monitoring

S Li, P Pathirana, T Caelli

(2014), pp. 5060-5063, EMBS 2014 : Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Chicago, Illinois, E1

conference

Non-contact measurement of respiratory function and deduction of tidal volume

Y Lee, P Pathirana, C Steinfort, T Caelli

(2014), pp. 594-597, EMBS 2014 : Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Chicago, Illinois, E1

conference

Individualized arrhythmia detection with ECG signals from wearable devices

B Nguyen, W Lou, T Caelli, S Venkatesh, D Phung

(2014), pp. 570-576, DSAA 2014 - Proceedings of the 2014 IEEE International Conference on Data Science and Advanced Analytics, Shanghai, China, E1

conference
2013

Further applications of Doppler radar for non-contact respiratory assessment

Y Lee, P Pathirana, T Caelli, S Li

(2013), pp. 3833-3836, Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, E1

conference

A novel bio-kinematic encoder for human exercise representation and decomposition - Part 1: Indexing and modelling

S Li, T Caelli, M Ferraro, P Pathiran

(2013), pp. 24-29, 2013 International Conference on Control, Automation and Information Sciences, ICCAIS 2013, E1

conference

A novel bio-kinematic encoder for human exercise representation and decomposition - Part 2: Robustness and optimisation

S Li, T Caelli, M Ferraro, P Pathiran

(2013), pp. 30-35, 2013 International Conference on Control, Automation and Information Sciences, ICCAIS 2013, E1

conference

A unified framework for strengthening topological node features and its application to subgraph isomorphism detection

N Dahm, H Bunke, T Caelli, Y Gao

(2013), pp. 11-20, Graph-based representations in pattern recognition : 9th IAPR-TC-15 International Workshop, GbRPR 2013, Vienna, Austria, May 15-17, 2013. Proceedings, Vienna, Austria, E1-1

conference

mDBN: Motif based learning of gene regulatory networks using dynamic Bayesian networks

N Morshed, M Chetty, N Vinh, T Caelli

(2013), pp. 279-286, GECCO 2013 - Proceedings of the 2013 Genetic and Evolutionary Computation Conference, Amsterdam, The Netherlands, E1-1

conference

Matching non-aligned objects using a relational string-graph

N Dahm, Y Gao, T Caelli, H Bunke

(2013), pp. 3394-3398, ICIP 2013 : Proceedings of the 2013 IEEE International Conference on Image Processing, Melbourne, Victoria, E1-1

conference
2012

Multiple emitter localization using range only measurements considering geometrical constraints

S Ekanayake, P Pathirana, T Caelli

(2012), pp. 1991-1995, 2012 IEEE International Conference on Robotics and Biomimetics, ROBIO 2012 - Conference Digest, E1

conference
2007

On automatic absorption detection for imaging spectroscopy: a comparative study

Zhouyu Fu, Antonio Robles-Kelly, Terry Caelli, Robby Tan

(2007), Vol. 45, pp. 3827-3844, IEEE transactions on geoscience and remote sensing, Piscataway, N.J., C1-1

journal
2003

Low-cost interactive active range finder

M Takatsuka, G West, S Venkatesh, T Caelli

(2003), Vol. 14, pp. 139-144, Machine Vision and Applications, C1-1

journal
2002

An application of "agent-oriented" techniques to symbolic matching and object recognition

M Takatsuka, T Caelli, G West, S Venkatesh

(2002), Vol. 23, pp. 419-429, Pattern Recognition Letters, C1-1

journal
1999

Low-cost interactive active monocular range finder

M Takatsuka, G West, S Venkatesh, T Caelli

(1999), Vol. 1, pp. 444-449, Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, E1-1

conference

On the automated interpretation and indexing of American football

M Lazarescu, S Venkatesh, G West, T Caelli

(1999), Vol. 1, pp. 802-806, International Conference on Multimedia Computing and Systems -Proceedings, E1-1

conference

Symbolic representation and distributed matching strategies for schematics

M Takatsuka, T Caelli, G West, S Venkatesh

(1999), pp. 697-700, Proceedings of the International Conference on Document Analysis and Recognition, ICDAR, E1-1

conference
1998

Extracting common subtrees from decision trees

M Lazarescu, T Caelli, S Venkatesh

(1998), Vol. 12, pp. 867-879, International Journal of Pattern Recognition and Artificial Intelligence, C1-1

journal

Funded Projects at Deakin

No Funded Projects at Deakin found

Supervisions

Associate Supervisor
2018

Thanh Binh Nguyen

Thesis entitled: Making Sense of Pervasive Signals: a Machine Learning Approach

Doctor of Philosophy (Information Technology), School of Information Technology

2017

Gareth Liam Williams

Thesis entitled: Dynamic Estimation Of Human Energy Expenditure With Wearable Sensors

Doctor of Philosophy (Engineering), School of Engineering

2016

Adham Beykikhoshk

Thesis entitled: Knowledge Discovery and Probabilistic Models of Online Autism Spectrum Disorder Data

Doctor of Philosophy (Information Technology), School of Information Technology

Hai Trieu Pham

Thesis entitled: A Quantifiable Kinematic Characterisation of Hand Function

Doctor of Philosophy (Engineering), School of Engineering

2015

Saiyi Li

Thesis entitled: Assessment of Human Kinematic Performance with Noncontact Measurements for Tele-rehabilitation

Doctor of Philosophy (Engineering), School of Engineering

Yee Siong Lee

Thesis entitled: Detection and Analysis of Human Respiration Using Microwave Doppler Radar

Doctor of Philosophy (Engineering), School of Engineering