Profile image of Tim Wilkin

A/Prof. Tim Wilkin

STAFF PROFILE

Position

Associate HoS (Planning and Strategy)

Faculty

Faculty of Sci Eng & Built Env

Department

School of Info Technology

Campus

Melbourne Burwood Campus

Qualifications

Doctor of Philosophy, Deakin University, 2014
Graduate Certificate of Higher Education, Deakin University, 2011
Bachelor of Science, Monash University, 1997

Contact

tim.wilkin@deakin.edu.au
+61 3 925 17714

Biography

Tim Wilkin received the BSc (Hons) degree in applied mathematics from Monash University in 1997, the Graduate Certificate in Higher Education in 2011 and the PhD degree in computer science and mathematics from Deakin University in 2014. He is currently an Associate Professor in Computer Science, within the School of Information Technology, Deakin University.

Dr Wilkin's research interests cover problems in artificial intelligence, computer vision and sensor analytics, with applications in intelligent control for robotics and autonomous systems, embedded AI and intelligent sensing. His research has been applied in diverse areas, from marine ecology to childhood health, and autonomous aircraft. Dr Wilkin received the Best Paper Award at PRICAI 2000, and the Alfred Deakin Medal for Doctoral Thesis in 2015.

Dr Wilkin is also an innovative and award-winnning teacher. For his work in the development and use of technologies to foster and support independent learning, he was awarded the “Jim and Alison Leslie Award for Outstanding Achievement in Teaching and Learning” by Deakin University in 2013, and an Office for Learning and Teaching Citation for Outstanding Contributions to Student Learning in 2014.

Read more on Tim's profile

Research interests

Embedded AI, intelligent sensing and smart devices; real-time computer vision and sensor analytics, signal processing of streaming spatio-temporal data; intelligent control for robotics and autonomous systems, vision in the control loop.

Affiliations

Institute for Intelligent Systems Research and Innovation (IISRI), Deakin University

Professional activities

Member, Institute of Electrical and Electronics Engineers (IEEE)

Member, Australian Computer Society (ACS)

Awards

2017 Vice Chancellor's Award for Outstanding Contribution to Creating Enchanced Digital Environments (Deakin University)

2015 Alfred Deakin Medal for Doctoral Thesis (Deakin University)

2014 OLT Citation for Outstanding Contribution to Student Learning (Commonwealth Government)

2013 Jim & Allison Leslie Award for Outstanding Achievement in Teaching and Learning (Deakin University)

2000 Best Paper Award, Pacific Rim International Conference on Artificial Intelligence

Publications

Filter by

2020

Detecting Sensor Faults, Anomalies and Outliers in the Internet of Things: A Survey on the Challenges and Solutions

Anuroop Gaddam, Tim Wilkin, Maia Angelova, Jyotheesh Gaddam

(2020), Vol. 9, pp. 511-511, Electronics, Basel, Switzerland, C1

journal
2019

The mode of interval-valued data

T Wilkin, G Beliakov

(2019), FUZZ-IEEE 2019 : IEEE International Conference on Fuzzy Systems, New Orleans, Louisiana, E1

conference

Anomaly detection models for detecting sensor faults and outliers in the iot-a survey

A Gaddam, T Wilkin, M Angelova

(2019), pp. 1-6, ICST 2019 : Proceedings of the 13th International Conference on Sensing Technology, Sydney, New South Wales, E1

conference

Design and development of IoT based rehabilitation outdoor landscape for gait phase recognition

A Gaddam, T Wilkin, M Angelova, A Valera, J McIntosh, B Marques

(2019), pp. 1-7, ICST 2019 : Proceedings of the 13th International Conference on Sensing Technology, Sydney, New South Wales, E1

conference
2018

Robustifying OWA operators for aggregating data with outliers

G Beliakov, S James, T Wilkin, T Calvo

(2018), Vol. 26, pp. 1823-1832, IEEE Transactions on Fuzzy Systems, Piscataway, N.J., C1

journal

Identifying items for moderation in a peer assessment framework

S James, E Lanham, V mak, L Pan, T Wilkin, G Wood-bradley

(2018), Vol. 162, pp. 211-219, Knowledge-based systems, Amsterdam, The Netherlands, C1

journal

Fuzzy connectives for efficient image reduction and speeding up image analysis

G Beliakov, G Das, H Vu, T Wilkin, Y Xiang

(2018), Vol. 6, pp. 68403-68414, IEEE Access, Piscataway, N.J., C1

journal
2017

Aggregation and consensus for preference relations based on fuzzy partial orders

G Beliakov, S James, T Wilkin

(2017), Vol. 16, pp. 409-428, Fuzzy optimization and decision making, Berlin, Germany, C1

journal

Evaluating sensor placement and modality for activity recognition in active games

S Mckenzie, S Bangay, N Jablonsky, T Wilkin

(2017), pp. 1-8, ACSW '17 : Proceedings of the Australasian Computer Science Week Multiconference, Geelong, Victoria, E1

conference

Online peer marking with aggregation functions

S James, L Pan, T Wilkin, L Yin

(2017), pp. 1-6, FUZZ-IEEE 2017 : IEEE International Conference on Fuzzy Systems, Naples, Italy, E1

conference

Robust image denoising and smoothing with generalised spatial-tonal Averages

T Wilkin, G Beliakov

(2017), pp. 1-7, FUZZ-IEEE 2017 : Proceedings of the IEEE International Conference on Fuzzy Systems, Naples, Italy, E1

conference
2016

Robust OWA-based aggregation for data with outliers

G Beliakov, S James, T Wilkin, T Calvo

(2016), pp. 1874-1879, FUZZ-IEEE 2016 : Proceedings of the 2016 IEEE International Conference on Fuzzy Systems, Vancouver, Canada, E1

conference
2015

Weakly monotonic averaging functions

T Wilkin, G Beliakov

(2015), Vol. 30, pp. 144-169, International Journal of Intelligent Systems, NJ, United States, C1

journal

On the weak monotonicity of Gini means and other mixture functions

G Beliakov, T Calvo, T Wilkin

(2015), Vol. 300, pp. 70-84, Information Sciences, Amsterdam, The Netherlands, C1

journal

Biased experts and similarity based weights in preferences aggregation

G Beliakov, S James, L Smith, T Wilkin

(2015), Vol. 89, pp. 363-370, EUSFLAT 2015: Proceedings of the 16th World Congress of the International-Fuzzy-Systems-Association (IFSA) / 9th Conference of the European-Society-for-Fuzzy-Logic-and-Technology, Gijon, Spain, E1

conference

Characterizing compactness of geometrical clusters using fuzzy measures

G Beliakov, G Li, H Vu, T Wilkin

(2015), Vol. 23, pp. 1030-1043, IEEE transactions on fuzzy systems, Piscataway, N.J., C1

journal

Construction and aggregation of preference relations based on fuzzy partial orders

G Beliakov, S James, T Wilkin

(2015), pp. 1-8, FUZZ-IEEE 2015: Proceedings of the IEEE International Conference on Fuzzy Systems, Istanbul, TURKEY, E1

conference
2014

On some properties of weighted averaging with variable weights

G Beliakov, T Wilkin

(2014), Vol. 281, pp. 1-7, Information sciences, Philadelphia, PA, C1

journal

Vector valued similarity measures for Atanassov's intuitionistic fuzzy sets

G Beliakov, M Pagola, T Wilkin

(2014), Vol. 280, pp. 352-367, Information sciences, Philadelphia, PA, C1

journal

Weakly monotone averaging functions

T Wilkin, G Beliakov, T Calvo

(2014), Vol. 444 CCIS, pp. 364-373, Communications in Computer and Information Science, Cham, Switzerland, B1

chapter

Three types of monotonicity of averaging functions

G Beliakov, T Calvo, T Wilkin

(2014), Vol. 72, pp. 114-122, Knowledge-Based Systems, Amsterdam , Netherlands, C1

journal

On weak monotonicity of some mixture functions

T Calvo, G Beliakov, T Wilkin

(2014), pp. 297-302, ESTYLF 2014 : Proceedings of the 17th Spanish Congress on Fuzzy Logic and Technology, Zaragoza, Spain, E1

conference

Fuzzy measures of pixel cluster compactness

G Beliakov, G Li, H Vu, T Wilkin

(2014), pp. 1104-1111, FUZZ-IEEE 2014 : Proceedings of the 2014 IEEE International Conference on Fuzzy Systems, Beijing, China, E1

conference
2013

An efficient implementation of Bailey and Borwein's algorithm for parallel random number generation on graphics processing units

G Beliakov, M Johnstone, D Creighton, T Wilkin

(2013), Vol. 95, pp. 309-326, Computing, C1

journal

Efficient implementation of Bailey and Borwein pseudo-random number generator based on normal numbers

G Beliakov, D Creighton, M Johnstone, T Wilkin

(2013), Vol. 184, pp. 1999-2004, Computer Physics Communications, C1

journal

Emergent effects in massive agent swarms in real-time game environments

O Knight, T Wilkin, S Bangay

(2013), pp. 114-118, IGIC 2013 : Proceedings of the 5th International IEEE Consumer Electronic Society Games Innovation Conference, Vancouver, BC, Canada, E1

conference

Image reduction operators based on non-monotonic averaging functions

T Wilkin

(2013), IEEE International Conference on Fuzzy Systems, E1

conference
2006

Adaptive control of the closed loop behaviour of manufacturing processes

T Wilkin, Y Frayman, B Rolfe

(2006), pp. 1-9, 8th biennial ASME conference on engineering systems design and analysis July 4-7, 2006, Torino, Italy, Torino, Italy, E1

conference

Funded Projects at Deakin

Other Public Sector Funding

Intelligent Power Management for eShepherd Collar

A/Prof Tim Wilkin, Dr Chandan Karmakar, Prof Seng Loke

  • 2018: $38,959

Intelligent Sensor processing for Enhancing Defence Decision Support.

Prof Maia Angelova Turkedjieva, Dr Ye Zhu, A/Prof Tim Wilkin, Dr Dan Dwyer, Dr Alex Kalloniatsis, Prof Paul Gastin

  • 2019: $30,000
  • 2018: $20,000

Scaling Force Effectiveness Modelling and Assessment Methods.

A/Prof Vicky Mak, Prof John Yearwood, Prof Gleb Beliakov, A/Prof Richard Dazeley, A/Prof Tim Wilkin

  • 2019: $131,293

Industry and Other Funding

Intelligent Power Management for eShepherd Collar

A/Prof Tim Wilkin, Dr Chandan Karmakar, Prof Seng Loke

  • 2018: $38,959

Supervisions

Principal Supervisor
2019

Sachin Clement

Thesis entitled: Sub-graph ensembles for efficient causal discovery in high-dimensional datasets

Master of Science (Information Technology), School of Information Technology