Publications

Journals

• T. Hashem, L. Rashidi, L. Kulik and J. Bailey, “PRESS: A personalised approach for mining top-k groups of objects with subspace similarity", Data & Knowledge Engineering (DKE), 2020, pp. 101833.
• T. Hashem, M. R. Karim, M. Samiullah and C. F. Ahmed, “An efficient dynamic superset bit-vector approach for mining frequent closed itemsets and their lattice structure", Expert Systems With Applications (ESWA), 2017, vol. 67, pp. 252 – 271.
• T. Hashem, C. F. Ahmed, M. Samiullah, S. Akther, B. Jeong and S. Jeon, “An efficient approach for mining cross-level closed itemsets and minimal association rules using closed itemset lattices", Expert Systems With Applications (ESWA), 2014, vol. 41, pp. 2914-2938.[MMCAR.pdf]

Conferences

• T. Hashem, L. Rashidi, J. Bailey, and L. Kulik, "Characteristics of Local Intrinsic Dimensionality (LID)in Subspaces: Local Neighbourhood Analysis", in proceedings of 12th International Conference on Similarity Search and Applications (SISAP), 2019, pp. 247-264.
• T. Hashem, L. Rashidi, L. Kulik, J. Bailey, and M. E. Houle, “Measuring Dominance via Local Intrinsic Dimensionality",submitted to 13th International Conference on Similarity Search and Applications(SISAP), 2020.
• T. Hashem, T. Hashem, M. E. Ali, L. Kulik and E. Tanin, “Trip Planning Queries for Subgroups in Spatial Databases", in proceedings of Australasian Database Conference (ADC), 2016, pp. 110–122.
• T. Hashem, T. Hashem, M. E. Ali and L. Kulik, “Group Trip Planning Queries in Spatial Databases", in proceedings of International Symposium on Spatial and Temporal Databases (SSTD), 2013, pp. 259–276. [GTPQ.pdf]