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Research Output 2008 2018

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Conference Paper
2018

Online clustering for evolving data streams with online anomaly detection

Chenaghlou, M., Moshtaghi, M., Leckie, C. & Salehi, M., 2018, Advances in Knowledge Discovery and Data Mining: 22nd Pacific-Asia Conference, PAKDD 2018, Melbourne, VIC, Australia, June 3-6, 2018 - Proceedings, Part II. Phung, D., Webb, G. I., Ho, B., Ganji, M. & Rashidi, L. (eds.). Cham Switzerland: Springer, p. 508-521 14 p. (Lecture Notes in Artificial Intelligence; vol. 10938).

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearch

2017

A large-scale spatio-temporal data analytics system for wildfire risk management

Wang, Z., Vo, H. T., Salehi, M., Rusu, L. I., Reeves, C. & Phan, A., 14 May 2017, GeoRich 2017 - 4th International ACM Workshop on Managing and Mining Enriched Geo-Spatial Data, in Conjunction with SIGMOD 2017. p. 19-24 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

An efficient method for anomaly detection in non-stationary data streams

Chenaghlou, M., Moshtaghi, M., Leckie, C. & Salehi, M., 2017, 2017 IEEE Global Communications Conference (GLOBECOM) - Proceedings: Singapore, 4-8 December 2017. Liang, Y-C., Lim, T. J. & Xiao, C. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 1-6 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearch

Fast memory efficient local outlier detection in data streams

Salehi, M., Leckie, C., Bezdek, J. C., Vaithianathan, T. & Zhang, X., 16 May 2017, Proceedings of the 2017 IEEE 33rd International Conference on Data Engineering (ICDE 2017): San Diego, California, USA, 19-22 April 2017. Papakonstantinou, Y. & Diao, Y. (eds.). IEEE, Institute of Electrical and Electronics Engineers, p. 51-52 2 p. 7929928

Research output: Chapter in Book/Report/Conference proceedingConference PaperOtherpeer-review

2016

Data-driven prediction and visualisation of dynamic bushfire risks

Rusu, L. I., Vo, H. T., Wang, Z., Salehi, M. & Phan, A., 2016, Databases Theory and Applications - 27th Australasian Database Conference, ADC 2016, Proceedings. Springer-Verlag London Ltd., Vol. 9877 LNCS. p. 457-461 5 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9877 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Dynamic and robust wildfire risk prediction system: An unsupervised approach

Salehi, M., Rusu, L. I., Lynar, T. & Phan, A., 13 Aug 2016, KDD 2016 - Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery (ACM), Vol. 13-17-August-2016. p. 245-254 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Smart sampling: A novel unsupervised boosting approach for outlier detection

Salehi, M., Zhang, X., Bezdek, J. C. & Leckie, C., 2016, AI 2016: Advances in Artificial Intelligence: 29th Australasian Joint Conference, Hobart, TAS, Australia, December 5-8, 2016, Proceedings. Kang, B. H. & Bai, Q. (eds.). Cham, Switzerland: Springer, p. 469-481 13 p. (Lecture Notes in Artificial Intelligence; vol. 9992).

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

2015

Car Racing Driver Distraction Detection Using Brain EEG

Salehi, M., Mackellar, G. & Leckie, C. A., 2015, SIGKDD Conference on Knowledge Discovery and Data Mining- Large-Scale Sports Analytics.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Local outlier detection for data streams in sensor networks: Revisiting the utility problem invited paper

Salehi, M., Leckie, C., Bezdek, J. C. & Vaithianathan, T., 13 May 2015, 2015 IEEE 10th International Conference on Intelligent Sensors, Sensor Networks and Information Processing, ISSNIP 2015. IEEE, Institute of Electrical and Electronics Engineers, 7106978

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Profiling pedestrian distribution and anomaly detection in a dynamic environment

Doan, M. T., Rajasegarar, S., Salehi, M., Moshtaghi, M. & Leckie, C., 17 Oct 2015, CIKM 2015 - Proceedings of the 24th ACM International Conference on Information and Knowledge Management. Association for Computing Machinery (ACM), Vol. 19-23-Oct-2015. p. 1827-1830 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

2014

A relevance weighted ensemble model for anomaly detection in switching data streams

Salehi, M., Leckie, C. A., Moshtaghi, M. & Vaithianathan, T., 2014, Advances in Knowledge Discovery and Data Mining: 18th Pacific-Asia Conference (Proceedings (PAKDD 2014): Tainan, Taiwan, May 13-16, 2014 Proceedings, Part II. Tseng, V. S., Ho, T. B., Zhou, Z-H., Chen, A. L. P. & Kao, H-Y. (eds.). Cham [Switzerland]: Springer, p. 461 - 473 13 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

2009

A Sensor-based framework for detecting human gait cycles using acceleration signals

Salehi, M. & Razzazi, M., 2009, SoftCOM 2009 - 17th International Conference on Software, Telecommunications and Computer Networks. p. 328-332 5 p. 5306814

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

2008

Distributed adaptive query optimization by query trading

Salehi, M. & Bagheri, A., 2008, MIPRO 2008 - 31st International Convention Proceedings: Computers in Technical Systems and Intelligent Systems. Vol. 3. p. 17-22 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Modeling dynamic software architecture with UML

Salehi, M. & Razzazi, M., 2008, MIPRO 2008 - 31st International Convention Proceedings: Computers in Education. Vol. 4. p. 135-138 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review