| |
|
|
|
|
|
|
|
Liu, W, Chan, J, Leckie, C, Chen, F and Ramamohanarao, K 2013, 'A Bayesian classifier for learning from tensorial data', in H. Blockeel, K. Kersting, S. Nijssen, F. Zelezný (ed.) Proceedings of European Conference on Machine Learning and Pinciples and Practices of Knowledge Discovery in Databases (ECML PKDD) 2013, Prague, Czech Republic, 23-27 September 2013, pp. 483-498.
|
276 |
|
|
|
0
|
3
|
|
Kumar, D, Bezdek, J, Rajasegarar, S, Palaniswami, M, Leckie, C, Chan, J and Gubbi, J 2016, 'Adaptive cluster tendency visualization and anomaly detection for streaming data', ACM Transactions on Knowledge Discovery from Data, vol. 11, no. 2, 24, pp. 1-40.
|
127 |
|
|
2
|
0
|
0
|
|
Han, Y, Alpcan, T, Chan, J, Leckie, C and Rubenstein, B 2015, 'A game theoretical approach to defend against co-resident attacks in cloud computing: Preventing co-residence using semi-supervised learning', IEEE Transactions on Information Forensics and Security, vol. 11, no. 3, pp. 556-570.
|
171 |
|
|
22
|
Cited 12 times in Scopus12
|
0
|
|
Ren, Y, Tomko, M, Salim, F, Chan, J, Clarke, C and Sanderson, M 2018, 'A location-query-browse graph for contextual recommendation', IEEE Transactions on Knowledge and Data Engineering, vol. 30, no. 2, pp. 204-218.
|
43 |
|
37 |
4
|
0
|
2
|
|
Zhang, B, Qin, K and Chan, J 2017, 'An efficient binary search based neuron pruning method for ConvNet condensation', in D. Liu, S. Xie, Y. Li, D. Zhao and E.-S. M. El-Alfy (ed.) Proceedings of the 24th International Conference on Neural Information Processing, Guangzhou, China, 14-18 November 2017, pp. 189-197.
|
44 |
|
|
|
|
|
|
Kan, A, Chan, J, Hayes, C, Hogan, B, Bailey, J and Leckie, C 2013, 'A time decoupling approach for studying forum dynamics', World Wide Web, vol. 16, no. 56, pp. 595-620.
|
105 |
|
|
1
|
Cited 2 times in Scopus2
|
0
|
|
Zhang, S, Zhang, J and Chan, J 2017, 'A Word-Character Convolutional Neural Network for Language-Agnostic Twitter Sentiment Analysis', in Bevan Koopman, Guido Zuccon and Mark Carman (ed.) Proceedings of the 22nd Australasian Document Computing Symposium (ADCS 2017), Brisbane, Australia, 7-8 December 2017, pp. 12-18.
|
15 |
|
|
|
0
|
0
|
|
Vinh, N, Zhou, S, Chan, J and Bailey, J 2016, 'Can high-order dependencies improve mutual information based feature selection?', Pattern Recognition, vol. 53, pp. 46-58.
|
82 |
|
|
29
|
Cited 6 times in Scopus6
|
0
|
|
Chan, J, Bailey, J, Leckie, C and Houle, M 2012, 'ciForager: Incrementally discovering regions of correlated change in evolving graphs', ACM Transactions on Knowledge Discovery from Data, vol. 6, no. 3, 11, pp. 11-1-11-50.
|
151 |
|
|
1
|
Cited 2 times in Scopus2
|
0
|
|
Havens, T, Bezdek, J, Leckie, C, Chan, J, Liu, W, Bailey, J, Ramamohanarao, K and Palaniswami, M 2013, 'Clustering and visualization of fuzzy communities in social networks', in Proceedings of 2013 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), Hyderabad, India, 7-10 July 2013.
|
262 |
|
|
0
|
Cited 1 times in Scopus1
|
0
|
|
Naghizade, E, Chan, J, Ren, Y and Tomko, M 2018, 'Contextual location imputation for confined WiFi trajectories', in Dinh Phung; Vincent S. Tseng; Geoffrey I. Webb; Bao Ho; Mohadeseh Ganji; Lida Rashidi (ed.) Proceedings of the 22nd Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2018), Melbourne, Australia, 3-6 June 2018, pp. 444-457.
|
18 |
|
|
0
|
0
|
0
|
|
Lim, K, Chan, J, Leckie, C and Karunasekera, S 2015, 'Detecting location-centric communities using social-spatial links with temporal constraints', in A. Hanbury, G. Kazai, A. Rauber, N. Fuhr (ed.) Proceedings of the 37th European Conference on Information Retrieval Research, ECIR 2015; Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics, Vienna, Austria, 29 March - 2 April 2015, pp. 489-494.
|
132 |
|
|
|
Cited 2 times in Scopus2
|
|
|
Chan, J, Kan, A, Leckie, C, Bailey, J and Ramamohanarao, K 2013, 'Discovering latent blockmodels in sparse and noisy graphs using non-negative matrix factorisation', in Proceedings of the ACM International Conference of Information and Knowledge Management 2013, San Francisco, United States, 27 October - 1 November 2013, pp. 811-816.
|
110 |
|
|
|
Cited 7 times in Scopus7
|
0
|
|
Ren, Y, Salim, F, Tomko, M, Bai, Y, Chan, J, Qin, K and Sanderson, M 2017, 'D-Log: A WiFi log-based differential scheme for enhanced indoor localization with single RSSI source and infrequent sampling rate', Pervasive and Mobile Computing, vol. 37, pp. 94-114.
|
100 |
|
37 |
7
|
Cited 1 times in Scopus1
|
0
|
|
Vinh, N, Chan, J, Romano, S and Bailey, J 2014, 'Effective global approaches for mutual information based feature selection', in Proceedings of the 20th ACM SIGKDD international conference on Knowledge discovery and data mining, New York City, United States, 24-27 August 2014, pp. 512-521.
|
154 |
|
|
|
Cited 24 times in Scopus24
|
0
|
|
Lei, Y, Bezdek, J, Chan, J, Nguyen, V, Romano, S and Bailey, J 2017, 'Extending information-theoretic validity indices for fuzzy clustering', IEEE Transactions of Fuzzy Systems, vol. 25, no. 4, pp. 1013-1018.
|
8 |
|
|
4
|
0
|
0
|
|
Perera, K, Chan, J and Karunasekera, S 2018, 'Feature selection for multiclass binary data', in Dinh Phung, Vincent S. Tseng, Geoffrey I. Webb, Bao Ho, Mohadeseh Ganji, Lida Rashidi (ed.) Proceedings of the 22nd Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2018) LNAI 10939, Melbourne, Australia, 3-6 June 2018, pp. 52-63.
|
33 |
|
|
|
0
|
0
|
|
Lei, Y, Vinh, N, Chan, J and Bailey, J 2014, 'FILTA: Better view discovery from collections of clusterings via filtering', in R. Goebel, Y. Tanaka, W. Wahlster (ed.) Proceedings of European Conference on Machine Learning and Knowledge Discovery in Databases, ECML PKDD 2014; Lectures Notes in Artificial Intelligence and Lecture Notes in Bioinformatics, Nancy, France, 15-19 September 2014, pp. 145-160.
|
114 |
|
|
|
Cited 2 times in Scopus2
|
0
|
|
Chan, J, Lam, S and Hayes, C 2014, 'Generalised blockmodelling of social and relational networks using evolutionary computing', Social Network Analysis and Mining, vol. 4, no. 1, 155, pp. 1-24.
|
68 |
|
|
|
Cited 1 times in Scopus1
|
0
|
|
Lei, Y, Bezdek, J, Chan, J, Vinh, N, Romano, S and Bailey, J 2014, 'Generalized information theoretic cluster validity indices for soft clusterings', in Proceedings of IEEE Symposium on Computational Intelligence and Data Mining (CIDM), 2014, Orlando, United States, 9-12 December 2014, pp. 24-31.
|
138 |
|
|
|
Cited 4 times in Scopus4
|
0
|
|
Lei, Y, Bezdek, J, Romano, S, Vinh, N, Chan, J and Bailey, J 2017, 'Ground truth bias in external cluster validity indices', Pattern Recognition, vol. 65, pp. 58-70.
|
89 |
|
|
6
|
Cited 1 times in Scopus1
|
0
|
|
Priyogi, B, Sanderson, M, Salim, F, Chan, J, Tomko, M and Ren, Y 2018, 'Identifying in-app user actions from mobile web logs', in Dinh Phung, Vincent S. Tseng, Geoffrey I. Webb, Bao Ho, Mohadeseh Ganji, Lida Rashidi (ed.) Proceedings of the 22nd Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2018) Part II, Melbourne, Australia, 3-6 June 2018, pp. 300-311.
|
35 |
|
8 |
0
|
0
|
0
|
|
Kumar, D, Shaalan, Y, Zhang, X and Chan, J 2018, 'Identifying Singleton Spammers via Spammer Group Detection', in Dinh Phung, Vincent S. Tseng, Geoffrey I. Webb, Bao Ho, Mohadeseh Ganji, Lida Rashidi (ed.) Proceedings of the 22nd Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2018) Part I, Melbourne, Australia, 3-6 June 2018, pp. 656-667.
|
31 |
|
|
0
|
0
|
0
|
|
Ganji, M, Chan, J, Stuckey, P, Bailey, J, Leckie, C, Ramamohanarao, K and Davidson, I 2018, 'Image constrained blockmodelling: A constraint programming approach', in Martin Ester and Dino Pedreschi (ed.) Proceedings of the 2018 SIAM International Conference on Data Mining (SDM 2018), San Diego, United States, 3-5 May 2018, pp. 19-27.
|
10 |
|
|
|
0
|
|
|
Lim, K, Chan, J, Leckie, C and Karunasekera, S 2015, 'Improving location prediction using a social historical model with strict recency context', in A. Hanbury, G. Kazai, A. Rauber and N. Fuhr (ed.) Proceedings of the 5th Workshop on Context-awareness in Retrieval and Recommendation, Vienna, Austria, 29 March 2015, pp. 1-6.
|
51 |
|
|
|
|
|
|
Wang, X, Leckie, C, Chan, J, Lim, K and Vaithianathan, T 2016, 'Improving personalized trip recommendation by avoiding crowds', in Proceedings of the 25th ACM International on Conference on Information and Knowledge Management (CIKM'16), Indianapolis, United States, 24-28 October 2016, pp. 25-34.
|
116 |
|
|
|
Cited 1 times in Scopus1
|
|
|
Chan, J, Lam, S and Hayes, C 2011, 'Increasing the scalability of the fitting of generalised block models for social networks', in T. Walsh (ed.) Proceedings of the 22nd International Joint Conference on Artificial Intelligence: IJCAI 2011, Barcelona, Spain, 16-22 July 2011, pp. 1218-1224.
|
99 |
|
|
|
Cited 5 times in Scopus5
|
0
|
|
Vinh, N, Chan, J, Romano, S, Bailey, J, Leckie, C, Kotagiri, R and Pei, J 2016, '(In Press) Discovering outlying aspects in large datasets', Data Mining and Knowledge Discovery, pp. 1-36.
|
53 |
|
|
|
Cited 3 times in Scopus3
|
0
|
|
Zhang, S, Zhang, X and Chan, J 2017, 'Language-independent Twitter classification using character-based convolutional networks', in G. Cong, W.-C. Peng, W. E. Zhang, C. Li and A. Sun (ed.) Advanced Data Mining and Applications: Proceedings of the 13th International Conference 2017, Singapore, Singapore, 5-6 November 2017, pp. 413-428.
|
63 |
|
|
|
0
|
0
|
|
Shaalan, Y, Zhang, X and Chan, J 2018, 'Learning to Rank Items of Minimal Reviews using Weak Supervision', in Dinh Phung, Vincent S. Tseng, Geoffrey I. Webb, Bao Ho, Mohadeseh Ganji, Lida Rashidi (ed.) Proceedings of the 22nd Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2018) Part I, Melbourne, Australia, 3-6 June 2018, pp. 631-643.
|
29 |
|
|
0
|
0
|
0
|
|
Wong, G, Chan, J, Kingwell, B, Leckie, C and Meikle, P 2014, 'LICRE: unsupervised feature correlation reduction for lipidomics', Bioinformactics, vol. 30, no. 19, pp. 2832-2833.
|
48 |
|
|
5
|
Cited 2 times in Scopus2
|
1
|
|
Liu, W, Chan, J, Bailey, J, Leckie, C and Ramamohanarao, K 2013, 'Mining labelled tensors by discovering both their common and discriminative subspaces', in J. Ghosh, Z. Obradovic, J. Dy, Z.-H. Zhou, C. Kamath, S. Parthasarathy (ed.) Proceedings of the 2013 SIAM International Conference on Data Mining, Austin, United States, 2-4 May 2013, pp. 614-622.
|
66 |
|
|
|
|
0
|
|
White, A, Chan, J, Hayes, C and Murphy, T 2012, 'Mixed membership models for exploring user roles in online fora', in Proceedings of the Sixth International AAAI Conference on Weblogs and Social Media, Dublin, Ireland, 4-7 June 2012, pp. 599-602.
|
138 |
|
|
|
Cited 3 times in Scopus3
|
|
|
He, J, Rubenstein, B, Bailey, J, Zhang, R, Milligan, S and Chan, J 2016, 'MOOCs meet measurement Theory: A topic-modelling approach', in Proceedings of Thirtieth AAAI Conference on Artificial Intelligence (AAAI-16), Phoenix, Arizona, United States, 12-17 February 2016, pp. 1195-1201.
|
81 |
|
|
|
|
|
|
Rashidi, L, Kan, A, Bailey, J, Chan, J, Leckie, C, Liu, W, Rajasegarar, S and Kotagiri, R 2016, 'Node re-ordering as a means of anomaly detection in time-evolving graphs', in Paolo Frasconi, Niels Landwehr, Giuseppe Manco and Jilles Vreeken (ed.) Proceedings of the Joint European Conference on Machine Learning and Knowledge Discovery in Databases (ECML PKDD 2016), Riva del Garda, Italy, 19-23 September 2016, pp. 162-178.
|
117 |
|
|
|
|
0
|
|
Saiedur Rahaman, M, Pare, H, Liono, J, Salim, F, Ren, Y, Chan, J, Kudo, S, Rawling, T and Sinickas, A 2019, 'OccuSpace: Towards a Robust Occupancy Prediction System for Activity Based Workplace', in 2019 IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops), Kyoto, Japan, 11-15 March 2019, pp. 415-418.
|
4 |
|
|
|
|
|
|
Liu, W, Kan, A, Chan, J, Bailey, J, Leckie, C, Jian, P and Ramamohanarao, K 2013, 'On compressing weighted time-evolving graphs', in Proceedings of 21st ACM International Conference on Information and Knowledge Management, Maui, United States, 29 October - 2 November 2013, pp. 2319-2322.
|
74 |
|
|
|
|
0
|
|
Shao, W, Zhang, Y, Guo, B, Qin, K, Chan, J and Salim, F 2019, 'Parking Availability Prediction with Long Short Term Memory Model', in Shijian Li (ed.) Proceedings of the International Conference on Green, Pervasive, and Cloud Computing (GPC 2018), Hangzhou, China, 11-13 May 2018, pp. 124-137.
|
8 |
|
|
|
0
|
0
|
|
Lim, K, Chan, J, Karunasekera, S and Leckie, C 2017, 'Personalized itinerary recommendation with queuing time awareness', in Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2017), Tokyo, Japan, 7-11 August 2017, pp. 325-334.
|
109 |
|
|
|
|
0
|
|
Lim, K, Chan, J, Leckie, C and Karunasekera, S 2015, 'Personalized tour recommendation based on user interests and points of interest visit durations', in Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence (IJCAI 15), Buenos Aires, Argentina, 25-31 July 2015, pp. 1778-1784.
|
159 |
|
|
|
Cited 25 times in Scopus25
|
|
|
Lim, K, Chan, J, Leckie, C and Karunasekera, S 2018, 'Personalized trip recommendation for tourists based on user interests, points of interest visit durations and visit recency', Knowledge and Information Systems, vol. 54, no. 2, pp. 375-406.
|
20 |
|
|
6
|
0
|
0
|
|
Vinh, N, Chan, J and Bailey, J 2014, 'Reconsidering mutual information based feature selection: a statistical significance view', in Proceedings of the National Conference on Artificial Intelligence , 2014, Québec City, Canada, 27-31 July 2014, pp. 2013-2019.
|
101 |
|
|
|
Cited 1 times in Scopus1
|
|
|
Lei, Y, Nguyen, V, Chan, J and Bailey, J 2017, 'rFILTA: relevant and nonredundant view discovery from collections of clusterings via filtering and ranking', Knowledge and Information Systems, vol. 52, pp. 179-219.
|
153 |
|
|
0
|
0
|
0
|
|
Vinh, N, Chan, J, Bailey, J, Leckie, C, Kotagiri, R and Pei, J 2015, 'Scalable outlying-inlying aspects discovery via feature ranking', in T. Cao, E.-P. Lim, Z.-H. Zhou, T.-B. Ho, D. Cheung and H. Motoda (ed.) Advances in Knowledge Discovery and Data Mining, Ho Chi Minh City, Vietnam, 19-22 May 2015, pp. 422-434.
|
102 |
|
|
4
|
Cited 1 times in Scopus1
|
|
|
Han, Y, Alpcan, T, Chan, J and Leckie, C 2013, 'Security games for virtual machine allocation in cloud computing', in S. K. Das, C. Nita-Rotaru, M. Kantarcioglu (ed.) Proceedings of the 4th International Conference, GameSec 2013; Lecture Notes in Computer Science (subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Fort Worth, United States, 11-12 November 2013, pp. 99-117.
|
124 |
|
|
|
Cited 13 times in Scopus13
|
0
|
|
Chan, J, Leckie, C, Bailey, J and Ramamohanarao, K 2012, 'SeqiBloc: Mining multi-time spanning blockmodels in dynamic graphs', in Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining (KDD 2012), Beijing, China, 12-16 August 2012, pp. 651-659.
|
111 |
|
|
|
Cited 4 times in Scopus4
|
0
|
|
Kaur, M, Salim, F, Ren, Y, Chan, J, Tomko, M and Sanderson, M 2018, 'Shopping intent recognition and location prediction from cyber-physical activities via Wi-Fi logs', in Proceedings of the 5th Conference on Systems for Built Environments, Shenzhen, China, 07-08 November 2018, pp. 130-139.
|
14 |
|
|
0
|
0
|
0
|
|
Sadri, A, Salim, F, Ren, Y, Masoomeh, Z, Chan, J and Sellis, T 2017, 'Shrink: Distance preserving graph compression', Information Systems, vol. 69, pp. 180-193.
|
130 |
|
|
1
|
Cited 1 times in Scopus1
|
1
|
|
Chan, J, Vinh, N, Liu, W, Bailey, J, Leckie, C, Ramamohanarao, K and Pei, J 2014, 'Structure-aware distance measures for comparing clusterings in graphs', in V. S. Teng, T. B. Ho, Z.-H. Zhou, A. L. P. Chen, H.-Y. Kao (ed.) Advances in Knowledge Discovery and Data Mining, Tainan, Taiwan, 13-16 May 2014, pp. 362-373.
|
72 |
|
|
|
Cited 1 times in Scopus1
|
0
|
|
Bulumulla, C, Padgham, L, Singh, D and Chan, J 2017, 'The importance of modelling realistic human behaviour when planning evacuation schedules', in Proceedings of the16th Conference on Autonomous Agents and MultiAgent Systems (AAMAS 2017), Sao Paulo, Brazil, 8 - 12 May 2017, pp. 446-454.
|
114 |
|
|
|
|
|
|
Lim, K, Chan, J, Leckie, C and Karunasekera, S 2016, 'Towards next generation touring: Personalized group tours', in Proceedings of the Twenty-Sixth International Conference on Automated Planning and Scheduling (ICAPS 2016), London, United Kingdom, 12-17 June 2016, pp. 421-430.
|
111 |
|
|
|
Cited 7 times in Scopus7
|
|
|
Shao, W, Salim, F, Gu, T, Dinh, T and Chan, J 2018, 'Travelling officer problem: managing car parking violations efficiently using sensor data', IEEE Internet of Things Journal, vol. 5, no. 2, pp. 802-810.
|
52 |
|
|
4
|
0
|
0
|
|
Chan, J, Leckie, C, Bailey, J and Ramamohanarao, K 2014, 'TRIBAC: Discovering interpretable clusters and latent structures in graphs', in R. Kumar, H. Toivonen, J. Pei, J. Z. Huang, X. Wu (ed.) Proceedings of the 15th IEEE International Conference on Data Mining (ICDM), 2014, Shenzhen, China, 14-17 December 2014, pp. 737-742.
|
131 |
|
|
|
|
0
|
|
Almusallam, N, Tari, Z, Chan, J and Al-Harthi, A 2018, 'UFSSF - An Efficient Unsupervised Feature Selection for Streaming Features', in Dinh Phung, Vincent S. Tseng, Geoffrey I. Webb, Bao Ho, Mohadeseh Ganji, Lida Rashidi (ed.) Proceedings of the 22nd Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2018) Part II, Melbourne, Australia, 3-6 June 2018, pp. 495-507.
|
85 |
|
|
0
|
0
|
0
|
|
Ren, Y, Tomko, M, Salim, F, Chan, J and Sanderson, M 2018, 'Understanding the predictability of user demographics from cyber-physical-social behaviours in indoor retail spaces', EPJ Data Science, vol. 7, no. 1, pp. 1-21.
|
42 |
|
22 |
4
|
|
24
|
|
Han, Y, Chan, J, Alpcan, T and Leckie, C 2017, 'Using virtual machine allocation policies to defend against co-resident attacks in cloud computing', IEEE Transactions on Dependable and Secure Computing, vol. PP, no. 99, pp. 95-108.
|
100 |
|
|
28
|
Cited 6 times in Scopus6
|
0
|
|
Liu, W, Chan, J, Bailey, J, Leckie, C and Ramamohanarao, K 2012, 'Utilizing common substructures to speedup tensor factorization for mining dynamic graphs', in Proceedings of 21st ACM International Conference on Information and Knowledge Management (CIKM 2012), Maui, United States, 29 October - 2 November 2012, pp. 435-444.
|
137 |
|
|
|
Cited 6 times in Scopus6
|
|
|
Han, Y, Chan, J, Alpcan, T and Leckie, C 2014, 'Virtual machine allocation policies against co-resident attacks in cloud computing', in A. Jamalipour, D.-J. Deng (ed.) Proceedings of the IEEE International Conference on Communications, June 2014., Sydney, Australia, 10-14 June 2014, pp. 786-792.
|
161 |
|
|
|
Cited 16 times in Scopus16
|
0
|
|
Piraghaj, S, Calheiros, R, Chan, J, Dastjerdi, A and Buyya, R 2016, 'Virtual machine customization and task mapping architecture for efficient allocation of cloud data center resources', The Computer Journal, vol. 59, no. 2, pp. 208-224.
|
161 |
|
|
9
|
Cited 5 times in Scopus5
|
0
|
