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Time-series Change Point Detection with Self-Supervised Contrastive Predictive Coding

Dec 01, 2020
Shohreh Deldari, Daniel V. Smith, Hao Xue, Flora D. Salim

* 12 pages 

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Joint Modelling of Cyber Activities and Physical Context to Improve Prediction of Visitor Behaviors

Aug 26, 2020
Manpreet Kaur, Flora D. Salim, Yongli Ren, Jeffrey Chan, Martin Tomko, Mark Sanderson

* ACM Transactions on Sensor Networks, 2020 
* Accepted in ACM Transactions on Sensor Networks, 2020 

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Generative Adversarial Networks for Spatio-temporal Data: A Survey

Aug 18, 2020
Nan Gao, Hao Xue, Wei Shao, Sichen Zhao, Kyle Kai Qin, Arian Prabowo, Mohammad Saiedur Rahaman, Flora D. Salim


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Multi-officer Routing for Patrolling High Risk Areas Jointly Learned from Check-ins, Crime and Incident Response Data

Jul 31, 2020
Shakila Khan Rumi, Kyle K. Qin, Flora D. Salim

* 21 pages, 7 figures 

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grid2vec: Learning Efficient Visual Representations via Flexible Grid-Graphs

Jul 31, 2020
Ali Hamdi, Du Yong Kim, Flora D. Salim

* 20 pages, Journal 

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$grid2vec$: Learning Efficient Visual Representations via Flexible Grid-Graphs

Jul 30, 2020
Ali Hamdi, Du Yong Kim, Flora D. Salim

* 20 pages, Journal 

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G-CREWE: Graph CompREssion With Embedding for Network Alignment

Jul 30, 2020
Kyle K. Qin, Flora D. Salim, Yongli Ren, Wei Shao, Mark Heimann, Danai Koutra

* 10 pages, accepted at the 29th ACM International Conference onInformation and Knowledge Management (CIKM 20) 

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Federated Self-Supervised Learning of Multi-Sensor Representations for Embedded Intelligence

Jul 25, 2020
Aaqib Saeed, Flora D. Salim, Tanir Ozcelebi, Johan Lukkien

* Accepted for publication at IEEE Internet of Things Journal 

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ESPRESSO: Entropy and ShaPe awaRe timE-Series SegmentatiOn for processing heterogeneous sensor data

Jul 24, 2020
Shohreh Deldari, Daniel V. Smith, Amin Sadri, Flora D. Salim

* 23 pages, 11 figures, accepted at IMWUT Volume(4) issue(3) 

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An Ambient-Physical System to Infer Concentration in Open-plan Workplace

May 27, 2020
Mohammad Saiedur Rahaman, Jonathan Liono, Yongli Ren, Jeffrey Chan, Shaw Kudo, Tim Rawling, Flora D. Salim

* 12 pages, 14 figures 

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Transfer Learning for Thermal Comfort Prediction in Multiple Cities

Apr 29, 2020
Nan Gao, Wei Shao, Mohammad Saiedur Rahaman, Jun Zhai, Klaus David, Flora D. Salim


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Relation Embedding for Personalised POI Recommendation

Feb 19, 2020
Xianjing Wang, Flora D. Salim, Yongli Ren, Piotr Koniusz

* 12 pages, 3 figures, Accepted in the 24th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2020) 

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COLTRANE: ConvolutiOnaL TRAjectory NEtwork for Deep Map Inference

Sep 24, 2019
Arian Prabowo, Piotr Koniusz, Wei Shao, Flora D. Salim

* BuildSys 2019 
* BuildSys 2019 

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Crime Rate Prediction with Region Risk and Movement Patterns

Jul 25, 2019
Shakila Khan Rumi, Phillip Luong, Flora D. Salim

* 5 Pages, 2 Figures 

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Approximating Optimisation Solutions for Travelling Officer Problem with Customised Deep Learning Network

Mar 08, 2019
Wei Shao, Flora D. Salim, Jeffrey Chan, Sean Morrison, Fabio Zambetta


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