22 Publications
2022
Informative Causality Extraction from Medical Literature via Dependency-Tree-Based Patterns.
Kabir, M Ahsanul⋅Almulhim, AlJohara⋅Luo, Xiao and Al Hasan, Mohammad
Journal of healthcare informatics research, pp. 1-22, May 25, 2022. | Journal Article
 
Tissue Cytometry With Machine Learning in Kidney: From Small Specimens to Big Data.
El-Achkar, Tarek M⋅Winfree, Seth⋅Talukder, Niloy⋅Barwinska, Daria⋅Ferkowicz, Michael J and Al Hasan, Mohammad
Frontiers in physiology, vol. 13, pp. 832457, 2022. | Journal Article
2021
Improving the Robustness of Object Detection Through a Multi-Camera-Based Fusion Algorithm Using Fuzzy Logic.
Khan, Md Nazmuzzaman⋅Khan, Md Nazmuzzaman⋅Al Hasan, Mohammad⋅Al Hasan, Mohammad⋅Anwar, Sohel and Anwar, Sohel
Frontiers in artificial intelligence, vol. 4, pp. 638951, 2021. | Journal Article
2019
Android Malware Detection via Graphlet Sampling
Gao, Tianchong⋅Peng, Wei⋅Sisodia, Devkishen⋅Saha, Tanay Kumar⋅Li, Feng and Al Hasan, Mohammad
IEEE Transactions on Mobile Computing, vol. 18, (no. 12), pp. 2767, 2019-Dec.-1. | Journal Article
 
Discovery of Functional Motifs from the Interface Region of Oligomeric Proteins Using Frequent Subgraph Mining
Saha, Tanay⋅Katebi, Ataur⋅Dhifli, Wajdi and Al Hasan, Mohammad
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB), vol. 16, (no. 5), pp. 1549, 09-01-2019. | Journal Article
2018
Representing Graphs as Bag of Vertices and Partitions for Graph Classification
Bhuiyan, Mansurul and Al Hasan, Mohammad
Data Science and Engineering, vol. 3, (no. 2), pp. 165, 20180600. | Journal Article
 
Triangle counting in large networks: a review
Al Hasan, Mohammad and Dave, Vachik S
Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery, vol. 8, (no. 2), pp. n/a, March/April 2018. | Journal Article
2015
An Iterative MapReduce Based Frequent Subgraph Mining Algorithm
Bhuiyan, Mansurul A and Al Hasan, Mohammad
IEEE Transactions on Knowledge and Data Engineering, vol. 27, (no. 3), pp. 620, 2015-March-1. | Journal Article
 
FS3: A sampling based method for top‐k frequent subgraph mining
Saha, Tanay Kumar and Al Hasan, Mohammad
Statistical Analysis and Data Mining: The ASA Data Science Journal, vol. 8, (no. 4), pp. 261, August 2015. | Journal Article
2014
Graft: An Efficient Graphlet Counting Method for Large Graph Analysis
Rahman, Mahmudur⋅Bhuiyan, Mansurul Alam and Al Hasan, Mohammad
IEEE Transactions on Knowledge and Data Engineering, vol. 26, (no. 10), pp. 2478, 2014-Oct.. | Journal Article
2012
Biological Knowledge Discovery and Data Mining
Al Hasan, Mohammad⋅Al Hasan, M.⋅Huan, J.⋅Huan, Jun⋅Chen, Jake⋅Chen, J.⋅Zaki, Mohammed J and Zaki, M.J.
Scientific Programming, vol. 20, (no. 1), pp. 2, 2012-01-01. | Journal Article
2011
SimClus: an effective algorithm for clustering with a lower bound on similarity
Al Hasan, Mohammad⋅Salem, Saeed and Zaki, Mohammed J
Knowledge and Information Systems, vol. 28, (no. 3), pp. 665-685, Sep 2011. | Journal Article
2010
Mining interesting subgraphs by output space sampling
Al Hasan, Mohammad
ACM SIGKDD Explorations Newsletter, vol. 12, (no. 1), pp. 74, 11-09-2010. | Journal Article
2009
Musk: Uniform Sampling of k Maximal Patterns
Al Hasan, Mohammad and Zaki, Mohammed J
Society for Industrial and Applied Mathematics. Proceedings of the SIAM International Conference on Data Mining, pp. 650, 2009. | Journal Article
 
Output space sampling for graph patterns
Al Hasan, Mohammad and Zaki, Mohammed J
Proceedings of the VLDB Endowment, vol. 2, (no. 1), pp. 741, 2009-08-01. | Journal Article
 
Quantification of spatial parameters in 3D cellular constructs using graph theory.
Lund, A W⋅Bilgin, C C⋅Al Hasan, Mohammad⋅McKeen, L M⋅Stegemann, J P⋅Yener, B⋅Zaki, Mohammed J and Plopper, George E
Journal of biomedicine & biotechnology, vol. 2009, pp. 928286, 2009. | Journal Article
 
Quantification of Spatial Parameters in 3D Cellular Constructs Using Graph Theory
Lund, A. W⋅Bilgin, C. C⋅Al Hasan, Mohammad⋅McKeen, L. M⋅Stegemann, J. P⋅Yener, B.⋅Zaki, Mohammed J and Plopper, George E
Journal of Biomedicine and Biotechnology, vol. 2009, 2009. | Journal Article
 
SPARCL: an effective and efficient algorithm for mining arbitrary shape-based clusters
Chaoji, Vineet⋅Al Hasan, Mohammad⋅Salem, Saeed and Zaki, Mohammed J
Knowledge and Information Systems, vol. 21, (no. 2), pp. 201-229, 2009. | Journal Article
2008
An integrated, generic approach to pattern mining: data mining template library
Chaoji, Vineet⋅Al Hasan, Mohammad⋅Salem, Saeed and Zaki, Mohammed
Data Mining and Knowledge Discovery, vol. 17, (no. 3), pp. 457-495, Dec 2008. | Journal Article
 
Context shapes: Efficient complementary shape matching for protein-protein docking.
Shentu, Zujun⋅Al Hasan, Mohammad⋅Bystroff, Christopher and Zaki, Mohammed J
Proteins, vol. 70, (no. 3), pp. 1056-73, 2008/Feb/15. | Journal Article
 
Optimal placement of stereo sensors
Al Hasan, Mohammad⋅Al Hasan, Mohammad⋅Ramachandran, Krishna⋅Ramachandran, Krishna⋅Mitchell, John and Mitchell, John
Optimization Letters, vol. 2, (no. 1), pp. 111, 20080100. | Journal Article
 
ORIGAMI: A Novel and Effective Approach for Mining Representative Orthogonal Graph Patterns
Chaoji, Vineet⋅Al Hasan, Mohammad⋅Salem, Saeed⋅Besson, Jeremy and J. Zaki, Mohammed
Statistical Analysis and Data Mining: The ASA Data Science Journal, vol. 1, (no. 2), pp. 84, June 2008. | Journal Article