Profile of Dr. Muhammad Ibrahim

Profile of Dr. Muhammad Ibrahim

Dr. Muhammad Ibrahim
Lecturer
Department of Computer Science and Engineering
Faculty of Engineering and Technology
Email: ibrahim313@du.ac.bd
Phone: +880 2 9661920
Image of Dr. Muhammad Ibrahim
Degree Name Group/Major Subject Board/Institute Country Passing Year
Ph.D. Computer Science and Engineering Monash University Australia 2016
Masters Computer Science and Engineering University of Dhaka Bangladesh 2007
Bachelor Computer Science and Engineering University of Dhaka Bangladesh 2006
Award Type Award Title Year Country Description
International MGS and MIPRS Scholarships for PhD study. 2012 Australia

MGS and MIPRS Scholarships from Monash University, Australia. Covered the entire duration of the PhD study.

Research Interest
Subject Description
Artificial Intelligence
Machine Learning
Information Retrieval
Project/Research Supervision
Level of Study Title Supervisor Co-Supervisor(s) Name of Student(s) Area of Research Current Completion
Other Learning to Rank for Product Recommendation Dr. Muhammad Ibrahim Nafis Sajid, Md. Rashidul Hasan Current Year
Other Unbiased Learning to Rank with Weak Supervision Dr. Muhammad Ibrahim Md. Fahim, Md. Sayemul Haque Current Year
Masters Analysis of Training Set Characteristics for Supervised Machine Learning Dr. Muhammad Ibrahim Muntakim Mohiuddin Current Year
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 Membership Expire Year
No Collaboration & Membership is found
Title Organization Location From Date To Date Description
Lecturer University of Dhaka Dhaka, Bangladesh 04-09-2019 Currently Working
Assistant Professor Dept. of Computer Science and Engineering, East West University Dhaka, Bangladesh 11-01-2017 03-09-2019
Senior Lecturer Dept. of Computer Science and Engineering, East West University Dhaka, Bangladesh 30-08-2016 10-01-2017
Lecturer Dept. of Computer Science and Engineering, Ahsanullah University of Science & Technology Dhaka, Bangladesh 26-09-2010 05-05-2012
Lecturer Dept. of Computer Science and Engineering, Bangladesh University of Business & Technology Dhaka, Bangladesh 02-02-2010 25-09-2010
Book Section
1
Muhammad Ibrahim and Manzur Murshed "From Tf-Idf to Learning-to-Rank: An Overview." Handbook of Research on Innovations in Information Retrieval, Analysis, and Management (SCOPUS Indexed). Jorge Tiago Martins (The University of Sheffield, UK) and Andreea Molnar (University of Portsmouth, UK) IGI Global, USA, 2016 62-109 .
Journal Article
1
Muhammad Ibrahim : Sampling Non-Relevant Documents of Training Sets for Learning-to-Rank Algorithms, International Journal of Machine Learning and Computing (Singapore; SCOPUS Indexed) , vol.10 , no.3 , pp.406-415 , 2020 .
2
Muhammad Ibrahim : An Empirical Comparison of Random Forest-Based and Other Learning-to-Rank Algorithms, Pattern Analysis and Applications (Springer, Germany; part of Springer-Nature) (impact factor:1.4) , vol.23 , no.3 , pp.1133-1155 , 2019 (October) .
3
Muhammad Ibrahim : Reducing Correlation of Random Forest-Based Learning-to-Rank Algorithms Using Sub-Sample Size, Computational Intelligence (Wiley Publishers, USA) (impact factor:1.4) , vol.35 , no.4 , pp.774-798 , 2019 .
4
Muhammad Ibrahim and Mark Carman : Comparing Pointwise and Listwise Objective Functions for Random Forest Based Learning-to-Rank, ACM Transactions on Information Systems (ACM, USA) (impact factor:2.3) , vol.34 , no.4 , pp.1-43 , 2016 .
5
Muhammad Ibrahim and Ahsan Raja Chowdhury : An Improved Heuristic Algorithm to Minimize Complete Test Set of K-CNOT Circuits for Single and Multiple Stuck-at Fault Model, Journal of Computing , vol.4 , no.2 , pp.137-146 , 2012 .
6
Muhammad Ibrahim and Nasimul Noman : Finding perfect and imperfect biclusters from gene expression data: A Heuristic and a meta-heuristic approach, International Journal of Applied Chemistry (SCOPUS Indexed) , vol.8 , no.3 , pp.225-242 , 2012 .
Conference Proceedings
1
Abu Kalam, Md Enamul Haque, Mohammad Jashem, Mahamudul Hasan, Muhammad Ibrahim and Taskeed Jabid "Facial Expression Recognition Using Local Composition Pattern." The 7th International Conference on Computer and Communications Management , pp. 63-67. Thailand: ACM, USA, 2019 .
2
Muhammad Ibrahim "Scalability and Performance of Random Forest based Learning-to-Rank for Information Retrieval." ACM SIGIR Forum , pp. 73-74. Japan: ACM, USA, 2017 .
3
Muhammad Ibrahim and Mark Carman "Improving Scalability and Performance of Random Forest Based Learning-to-Rank Algorithms by Aggressive Subsampling." The 12th Australasian Data Mining Conference (AusDM 2014) , pp. 91-99. Australia: CRPIT, Australia, 2014 .
4
Muhammad Ibrahim and Mark Carman "Undersampling Techniques to Re-balance Training Data for Large Scale Learning-to-Rank." The 10th Asia Information Retrieval Society Conference (AIRS 2014) , pp. 444-457. Malaysia: Springer International Publishing, Germany, 2014 .
5
Muhammad Ibrahim, Nasimul Noman and Hitoshi Iba "Introducing Flexibility in Robust Biclustering Algorithm (ROBA) to Find Imperfect Biclusters." The 2010 International Conference on Bioinformatics and Biomedical Technology (ICBBT) Chengdu, China: IEEE, 2010 .
6
Muhammad Ibrahim, Nasimul Noman and Hitoshi Iba "On the Complexity and Completeness of Robust Biclustering Algorithm (ROBA)." The 4th International Conference on Bioinformatics and Biomedical Engineering (ICBBE) Chengdu, China: IEEE, 2010 .
7
Muhammad Ibrahim, Nasimul Noman and Hitoshi Iba "Time and Space Efficient Implementation of Robust Biclustering Algorithm (ROBA)." The 20th International Conference on Genome Informatics, Posters and Software Demonstrations, 2009 , pp. 1-2. Japan: University of Tokyo, 2009 .
8
Muhammad Ibrahim, A. R. Chowdhury and H. M. H. Babu "Minimization of Complete Test Set of k-CNOT Circuits for Single and Multiple Stuck-at Fault Model." The 23rd IEEE International Symposium on Defect and Fault tolerance in VLSI Systems, 2008, , pp. 290-298. Cambridge (MA), USA: IEEE, 2008 .
9
Muhammad Ibrahim, A. R. Chowdhury and H. M. H. Babu "On the Minimization of Complete Test Set of Reversible K-CNOT Circuits for Stuck at Fault Model." International Conference on Computer and Information Technology (ICCIT) , pp. 7-12. KUET, Khulna, Bangladesh: IEEE, 2008 .
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