Recent publications

  1. Khazaei, B.; Khatami, S.; Alemohammad, SH.; Rashidi, L.; Wu, C.; Madani, K.; Kalantari, Z.; Destouni, G.; Aghakouchak, A. Climatic or regionally induced by humans? Tracing hydro-climatic and land-use changes to better understand the Lake Urmia tragedy. Journal of Hydrology. ELSEVIER SCIENCE BV. 2019, Vol. 569, pp. 203-217. DOI: 10.1016/j.jhydrol.2018.12.004
  2. Yang, M.; Rashidi, L.; Rao, AS.; Rajasegarar, S.; Ganji, M.; Palaniswami, M.; Leckie, C. Cluster-based Crowd Movement Behavior Detection. 2018 Digital Image Computing: Techniques and Applications (DICTA). IEEE. 2018, pp. 346-353. DOI: 10.1109/DICTA.2018.8615809
  3. Yang, M.; Rashidi, L.; Rajasegarar, S.; Leckie, C.; Rao, AS.; Palaniswami, M. Crowd Activity Change Point Detection in Videos via Graph Stream Mining. 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW). IEEE. 2018, Vol. 2018-June, pp. 328-336. DOI: 10.1109/CVPRW.2018.00059
  4. Yang, M.; Rashidi, L.; Rajasegarar, S.; Leckie, C. Graph stream mining based anomalous event analysis. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Springer Nature. 2018, Vol. 11012 LNAI, pp. 891-903. DOI: 10.1007/978-3-319-97304-3_68
  5. Wang, J.; Feng, Y.; Naghi Zadeh Kakhki, E.; Rashidi, L.; Lim, KH.; Lee, K. Happiness is a Choice: Sentiment and Activity-Aware Location Recommendation. . International World Wide Web Conference Committee. 2018, pp. 1401-1405.
  6. Lim, KH.; Lee, K.; Kendal, D.; Rashidi, L.; Naghi Zadeh Kakhki, E.; Winter, S.; Vasardani, M. The grass is greener on the other side: understanding the effects of green spaces on Twitter user sentiments. Companion of the The Web Conference 2018 on The Web Conference 2018 - WWW '18. ACM Press. 2018, pp. 275-282. DOI: 10.1145/3184558.3186337
  7. Rashidi, L.; Kan, A.; Bailey, J.; Chan, J.; Leckie, C.; Liu, W.; Rajasegarar, S.; Ramamohanarao, K. Node re-ordering as a means of anomaly detection in time-evolving graphs. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Springer International Publishing. 2016, Vol. 9852 LNAI, pp. 162-178. DOI: 10.1007/978-3-319-46227-1_11
  8. Rashidi, L.; Rajasegarar, S.; Leckie, C. An Embedding Scheme for Detecting Anomalous Block Structured Graphs. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). SPRINGER-VERLAG BERLIN. 2015, Vol. 9078, pp. 215-227. DOI: 10.1007/978-3-319-18032-8_17
  9. Rashidi, L.; Rajasegarar, S.; Leckie, CA.; Nati, M.; Gluhak, A.; Imran, MA.; Palaniswami, MS. Profiling spatial and temporal behaviour in sensor networks: A case study in energy monitoring. Proceedings of the 2014 IEEE Ninth International Conference on Intelligent Sensors, Sensor Networks and Information Processing. IEEE Press. 2014. DOI: 10.1109/ISSNIP.2014.6827606
  10. Rashidi, L.; Hashemi, S.; Hamzeh, A. Anomaly Detection in Categorical Datasets Using Bayesian Networks. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). SPRINGER-VERLAG BERLIN. 2011, Vol. 7003, Issue PART 2, pp. 610-619. DOI: 10.1007/978-3-642-23887-1_78