Dr. Md. Samiullah
(Assistant Professor (Study Leave))Department of Computer Science and Engineering
Short Biography:
Md Samiullah is from Dhaka, Bangladesh, and he attended Monash University where he earned his PhD in 2020 on Bayesian Artificial Intelligence. He is currently working as an assistant professor in the Department of Computer Science and Engineering, University of Dhaka. He joined in the department in 2013 as a ...
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| Degree Name | Group/Major Subject | Board/Institute | Country | Passing Year |
|---|---|---|---|---|
| Ph.D. | Information Technology (Artificial Intelligence)) | Monash University | Australia | 2020 |
| Masters | Computer Science & Engineering (Data Mining) | University of Dhaka | Bangladesh | 2012 |
| Bachelor | Computer Science & Engineering | University of Dhaka | Bangladesh | 2010 |
| Title | Organization | Location | From Date | To Date |
|---|---|---|---|---|
| Assistant Professor | Department of Computer Science and Engineering, University of Dhaka | Dhaka | 29, Nov 2020 | Currently Working |
| Lecturer | Department of Computer Science and Engineering, University of Dhaka | Dhaka, Bangladesh | 07, Feb 2013 | 28-11-2020 |
| Lecturer | Department of Computer Science and Engineering, Daffodil International University | Dhaka, Bangladesh | 01, Jun 2011 | 05-02-2013 |
| Lecturer | Department of Computer Science and Engineering, City University | Dhaka, Bangladesh | 28, Feb 2011 | 31-05-2011 |
| Software Engineer | Therap Services Ltd | Dhaka, Bangladesh | 01, Dec 2010 | 28-02-2011 |
Research Interest
| Subject | Description | Research Interest (Goal, Target Indicator) |
|---|---|---|
| Data Mining and Machine Learning | Finding patterns in Time-series databases, uncertain/probabilistic databases, graph datasets and social networks and developing machine learning algorithms to solve real-world problems. |
|
| Bayesian Artificial Intelligence | Developing Object-Oriented Bayesian Network framework, Inference and reasoning in Bayesian networks to guide making decisions under uncertainty in real-life applications. |
Project/Research Supervision
| Level of Study | Title | Supervisor | Co-Supervisor(s) | Name of Student(s) | Area of Research | Current Completion |
|---|---|---|---|---|---|---|
| Ph.D. | Bayesian ARgumentation via Delphi (BARD) | 1) Professor Dr. Ann Nicholson, Interim Dean, Faculty of Information Technology, Monash University, Australia | 2) Dr. Kevin Korb, Former Reader, Faculty of Information Technology, Monash University, Australia | Md Samiullah and Abida Shahzad | Bayesian Artificial Intelligence |
Project/Research Work
| Subject | Project Name | Source of Fund | From Date | To Date | Collaboration |
|---|---|---|---|---|---|
| No project/research work is found | |||||
Invited Talk
| SL | Invited Talk |
|---|---|
| No invited talk is found | |
| SL | Collaboration & Membership Name | Type | Membership Year | Expire Year |
|---|---|---|---|---|
| No Collaboration & Membership is found | ||||
| Book | |
|---|---|
| 1 |
Md Samiullah, Ann E Nicholson and David W Albrecht iOOBN: An Object-Oriented Bayesian Network Modelling Framework with Inheritance.
Melbourne: Monash University Thesis Archive, 2020 .
|
| 2 |
Md Samiullah and CF Ahmed An efficient approach to mine correlated graphs.
Dhaka: Department of Computer Science and Engineering, University of Dhaka, 2012 .
|
| Journal Article | |
| 1 |
M. Momtaz, A.A. Ferdaus, C.F. Ahmed and M. Samiullah : Maximal and closed frequent itemsets mining from uncertain database and data stream,
International Journal of Data Science , vol.4 , no.3 , pp.237-259 , 2019
.
|
| 2 |
S Akther, MR Karim, Md Samiullah and CF Ahmed : Mining non-redundant closed flexible periodic patterns,
Engineering Applications of Artificial Intelligence (Elsevier) (impact factor:4.201) , vol.69 , pp.1-23 , 2018
.
|
| 3 |
AK Chanda, CF Ahmed, Md Samiullah and CK Leung : A new framework for mining weighted periodic patterns in time series databases,
Expert System with Applications (impact factor:5.452) , vol.79 , pp.207-224 , 2017
.
|
| 4 |
S. Halder, Md Samiullah and Y-K Lee : Supergraph based periodic pattern mining in dynamic social networks,
Expert System with Applications (Elsevier) (impact factor:5.452) , vol.72 , pp.430-442 , 2017
.
|
| 5 |
T. Hashem, M. R. Karim, Md Samiullah and C. F. Ahmed : An efficient dynamic superset bit-vector approach for mining frequent closed itemsets and their lattice structure,
Expert System with Applications (impact factor:5.452) , vol.67 , pp.252-271 , 2017
.
|
| 6 |
A. U. Ahmed, CF Ahmed, Md Samiullah, N. Adnan and CKS LEUNG : Mining interesting patterns from uncertain databases,
Information Sciences (Elsevier) (impact factor:5.524) , vol.354 , pp.60–85 , 2016
.
|
| 7 |
A. Fariha, C. F. Ahmed, CKS Leung, M. Samiullah, S. Pervin and L Cao : A New Framework for Mining Frequent Interaction Patterns from Meeting Databases,
Engineering Applications of Artificial Intelligence (Elsevier) (impact factor:4.201) , vol.45 , pp.103–118 , 2015
.
|
| 8 |
A K Chanda, S Saha, M A Nishi, Md. Samiullah and C F Ahmed : An efficient approach to mine flexible periodic patterns in time series databases,
Engineering Applications of Artificial Intelligence (Elsevier) (impact factor:4.201) , vol.44 , pp.44–63 , 2015
.
|
| 9 |
Md Samiullah, CF Ahmed, A Fariha, MR Islam and N. Lachiche : Mining frequent correlated graphs with a new measure,
Expert Systems with Applications (Elsevier) (impact factor:5.452) , vol.41 , pp.1847–1863 , 2014
.
|
| 10 |
T. Hashem, CF Ahmed, M. Samiullah, S Akther, BS 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 (Elsevier) (impact factor:5.452) , vol.41 , pp.2914–2938 , 2014
.
|
| 11 |
M. A. Nishi, C. F. Ahmed, Md Samiullah and B. S. Jeong : Effective periodic pattern mining in time series databases,
Expert Systems with Applications (Elsevier) (impact factor:5.452) , vol.40 , pp.3015–3027 , 2013
.
|
| Conference Proceedings | |
| 1 |
M Samiullah, TX Hoang, D Albrecht, A Nicholson and K Korb "iOOBN: A Bayesian Network Modelling Tool Using Object Oriented Bayesian Networks with Inheritance."
ICTAI
, pp. 1218-122. Boston: IEEE, 2017
.
|
| 2 |
T Alam, SA Zahin, M Samiullah, and CF Ahmed "An Efficient Approach for Mining Frequent Subgraphs."
International Conference on Pattern Recognition and Machine Intelligence
, pp. 486-492. Springer, 2017
.
|
| 3 |
M B Sajib, Md Samiullah, C F Ahmed and CKS Leung "An efficient approach for mining frequent patterns over uncertain data streams."
ICTAI
, pp. 980-984. IEEE, 2016
.
|
| 4 |
C F Ahmed, Md Samiullah, N Lachiche, M Kull and P. A. Flach "Reframing in Frequent Pattern Mining."
ICTAI
, pp. 799-806. IEEE, 2015
.
|
| 5 |
R Sultana, D Showkat, Md Samiullah and A.R. Chowdhury "Reconstructing Gene Regulatory Network with Enhanced Particle Swarm Optimization."
ICONIP
, pp. 229–236. Sydney: Spriniger, 2014
.
|
| 6 |
Md Samiullah, C. F. Ahmed, M. A. Nishi, A. Fariha, S M Abdullah and M. R. Islam "Correlation Mining in Graph Databases with a New Measure."
APWEB
Sydney: Springer, 2013
.
|
| 7 |
S. Halder, M. Samiullah, A.M. J Sarkar and YK Lee "MovieSwarm: Information Mining technique for Movie Recommendation System."
International Conference on Electrical and Computer Engineering (ICECE)
, pp. 20 – 22. Dhaka: IEEE, 2012
.
|
| 8 |
M. Samiullah, S.M. Abdullah, AFM I.H. Bappi and S Anwar "Queue Management Based Congestion Control in Wireless Body Sensor Network."
International Conference on Informatics, Electronics & Vision (ICIEV)
Dhaka: IEEE, 2012
.
|
| Award Type | Title | Year | Country | Description |
|---|---|---|---|---|
| International | Postgraduate Publication Award (Monash University) | 2019 | Australia | |
| International | Australian Postgraduate Awards (APA) | 2016 | Australia | |
| International | International Postgraduate Research Scholarship (IPRS) | 2016 | Australia | |
| National | BASIS Soft Expo Code Warrior Challenge Award (2nd position) | 2011 | Bangladesh | |
| National | Merit Scholarship (in B.Sc.) in the University of Dhaka | 2010 | Bangladesh | |
| Local | General Primary School Scholarship | 1997 | Bangladesh |
Dr. Md. Samiullah
Assistant Professor (Study Leave)
Department of Computer Science and Engineering
Faculty of Engineering and Technology
Email: samiullah@cse.du.ac.bd
Mobile (Dept): +880-1791-557-944