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Faculty Profile


Md. Samiullah

মোঃ সামিউল্লাহ


Lecturer

Office Location: R: 415, Dept. of CSE, University of Dhaka


Research Interests: Data Mining and Knowledge Discovery, Machine Learning, Web Mining, Correlation Analysis, Database Management, Information Retrieval, Bio-Informatics, Bayesian Networks, Bayesian Statistics, Artificial Intelligence


Academic


Feb 2013 - Present

Jun 2011 - Feb 2013

Mar 2011 - May 2011

Technical


Dec 2010 - Feb 2011

Journal (6)


  1. Akiz Uddin Ahmed, Chowdhury Farhan Ahmed, Md. Samiullah, Nahim Adnan, Carson Kaisang Leung: Mining interesting patterns from uncertain databases. Information Sciences [Elsevier]. 354: 60-85 (2016)
  2. A. Fariha, C. F. Ahmed, CKS Leung, Md. Samiullah, S. Pervin, L Cao: A New Framework for Mining Frequent Interaction Patterns from Meeting Databases. Engineering Applications of Artificial Intelligence (Elsevier). (2015)
  3. A K Chanda, S Saha, M A Nishi, Md. Samiullah, C F Ahmed: An efficient approach to mine flexible periodic patterns in time series databases. Engineering Applications of Artificial Intelligence (Elsevier). 44: 44–63 (2015)
  4. Md. Samiullah, Chowdhury Farhan Ahmed, Anna Fariha, Md. Rafiqul Islam, Nicolas Lachiche: Mining frequent correlated graphs with a new measure. Expert Systems with Applications (Elsevier). 41(4): 1847–1863 (2014)
  5. M. A. Nishi, C. F. Ahmed, Md. Samiullah, B. –S. Jeong: Effective periodic pattern mining in time series databases. Expert Systems with Applications (Elsevier). 40(8): 3015–3027 (2013)
  6. Md. Samiullah, Mohammad Zaidul Karim: Rate-based Congestion Control and Reliable Data Dissemination in Wireless Sensor Network. International Journal of Computer Networks and Wireless Communications (IJCNWC). 1(1): 44-50 (2011)

Conference (6)


  1. Rezwana Sultana, Dilruba Showkat, Md. Samiullah, Ahsan Raja Chowdhury: Reconstructing Gene Regulatory Network with Enhanced Particle Swarm Optimization. ICONIP 2014. 8835(II): 229–236 (2014)
  2. Md. Samiullah, Chowdhury Farhan Ahmed, Anna Fariha, Akiz Uddin Ahmed: Efficient Graph Classification in Shifted Datasets Using Weighted Correlated Feature Selection. ECML-PKDD International Workshop on Learning over Multiple Context @ECML (LMCE). (2014)
  3. Md. Samiullah, C. F. Ahmed, M. A. Nishi, A. Fariha, S M Abdullah, M. R. Islam: Correlation Mining in Graph Databases with a New Measure. 15th International Asia-Pacific Web Conference (APWeb), Sydney, Australia, 2013. (2013)
  4. Md. Samiullah, C. F. Ahmed, M. A. Nishi, A. Fariha, S M Abdullah, M. R. Islam: Correlation Mining in Graph Databases with a New Measure. International Asia-Pacific Web Conference (APWeb). (2013)
  5. Sajal Halder, Md. Samiullah, M. Samiullah, A.M. Jehad Sarkar, Young-Koo Lee: MovieSwarm: Information Mining technique for Movie Recommendation System. IEEE International Conference on Electrical and Computer Engineering (ICECE). (2012)
  6. Md. Samiullah, S.M. Abdullah, AFM Imamul Hoq Bappi, Shahed Anwar: Queue Management Based Congestion Control in Wireless Body Sensor Network. IEEE/IAPR International Conference on Informatics, Electronics & Vision. (2012)