| Degree Name | Group/Major Subject | Board/Institute | Country | Passing Year |
|---|---|---|---|---|
| Masters | CSE | University of Dhaka | Bangladesh | 2016 |
| Bachelor | CSE | University of Dhaka | Bangladesh | 2015 |
| Title | Organization | Location | From Date | To Date |
|---|---|---|---|---|
| Assistant Professor | University of Dhaka | Dhaka,Bangladesh | 28, Jun 2022 | Currently Working |
| Lecturer | University of Dhaka | Dhaka, Bangladesh | 03, Sep 2019 | 27-06-2022 |
| Lecturer | East west University | Dhaka, Bangladesh | 30, Apr 2018 | 02-09-2019 |
Research Interest
| Subject | Description | Research Interest (Goal, Target Indicator) |
|---|---|---|
| Natural Language Processing | Speech Recognition, Speech Synthesizer, Seq2Seq Models, Lemmatiation, POS Tagger |
|
| Machine Learning | Incremental Learning |
|
| Pattern Mining | Graph mining, Weighted Pattern Mining, Sequential Pattern Mining, Data Stream Mining |
Project/Research Supervision
| Level of Study | Title | Supervisor | Co-Supervisor(s) | Name of Student(s) | Area of Research | Current Completion |
|---|---|---|---|---|---|---|
| Masters | Weighted Graph Mining from Transnational Graph Database | Prof. Dr. Chowdhury Farhan Ahmed | Md. Ashraful Islam | Graph Mining |
2016 | |
| Research Project Report/Other | BaNeL: An Encoder-Decoder Based Bangla Neural Lemmatizer | Jesan Ahammed Ovi | Md Ashraful Islam | Md. Towhiduzzaman, Md.Tauhidul Islam Bhuiyan, Abdullah Al Maruf | Recurrent Neural Network |
2020 |
| Research Project Report/Other | eLearn++: An effective Incremental Learning Approach for Brain Tumor Detection | Jesan Ahammed Ovi | Md Ashraful Islam | Sofiul Azam Sony, Tasfi Zaman, Md. Kamrul Islam | Machine Learning |
2020 |
| Research Project Report/Other | Weighted Clickstream Mining Using Pre-order Linked Web-Access Pattern Tree | Jesan Ahammed Ovi | Md Ashraful Islam | Abu Naser, Muhammad Islam, Nusrat Sultana | Sequential Pattern Mining |
2020 |
| Research Project Report/Other | Neural Network Based Bangla Text to Speech System | Md. Ashraful Islam | Tanvir Siddique and Miltan Mridha | Natural Language Processing |
2020 | |
| Research Project Report/Other | Bangla Speech Recognition | Md Ashraful Islam | Sihan Tawsik and Md. Jahid Hasan | Natural Language Processing |
2020 | |
| Research Project Report/Other | Weighted Sequential Pattern Mining | Md Ashraful Islam | Jesan Ahammed Ovi | Mahfuzur Rahman Rafi and Al-Amin Azad | Sequential Pattern Mining |
2019 |
| Research Project Report/Other | Utility Based Graph Mining | Prof. Dr. Chowdhury Farhan Ahemd | Md. Ashraful Islam | Md. Tanvir Alam & Amit Roy | Graph Mining |
2019 |
| Research Project Report/Other | Dristributed Hierarchical Incremental Clustering | Prof. Dr. Md. Rezaul Karim | Md. Ashraful Islam and Jesan Ahammed Ovi | Machine Learning |
2015 |
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 | ||||
| Journal Article | |
|---|---|
| 1 |
Jesan Ahammed Ovi, Md Ashraful Islam and Md Rezaul Karim : BaNeP: An End-to-End Neural Network Based Model for Bangla Parts-of-Speech Tagging,
IEEE Access IEEE , 2022
.
|
| 2 |
Md. Ashraful Islam, Md Towhiduzzaman, Md Bhuiyan, Tauhidul Islam, Abdullah Al Maruf and Jesan Ahammed Ovi : BaNeL: an encoder-decoder based Bangla neural lemmatizer,
SN Applied Sciences , vol.4 , no.5 Springer International Publishing , pp.1--15 , 2022
.
|
| 3 |
Md. Tanvir Alam, Amit Roy, Chowdhury Farhan Ahmed, Md. Ashraful Islam and Carson K. Leung : UGMINE: Utility Based Graph Mining,
Applied Intelligence Springer , 2022
.
|
| 4 |
Md Ashraful Islam, Mahfuzur Rahman Rafi, Al-amin Azad and Jesan Ahammed Ovi : Weighted frequent sequential pattern mining,
Applied Intelligence Springer , pp.1--28 , 2021
.
|
| Conference Proceedings | |
| 1 |
Md Tanvir Alam, Amit Roy, Chowdhury Farhan Ahmed, Md Ashraful Islam and Carson K Leung "Mining High Utility Subgraphs."
2021 International Conference on Data Mining Workshops (ICDMW)
, pp. 566--573. IEEE: 2021
.
|
| 2 |
Md Asiful Haque, Shamima Sultana, Md Jayedul Islam, Md Ashraful Islam and Jesan Ahammed Ovi "Factoid Question Answering over Bangla Comprehension."
International Symposium on Multidisciplinary Studies and Innovative Technologies
Tokat, Turkey: IEEE, 2020
.
|
| 3 |
Shah Mohammed Nuruddin, Md Didarul Islam, Md Shafiqul Alam, Jesan Ahammed Ovi and Md Ashraful Islam "An Efficient Approach for Sequential Pattern Mining on GPU Using CUDA Platform."
International Symposium on Multidisciplinary Studies and Innovative Technologies
Tokat, Turkey: IEEE, 2020
.
|
| 4 |
Nahian Ashraf, Riddho Ridwanul Haque, Md Ashraful Islam, Chowdhury Farhan Ahmed, Carson K. Leung, Jiaxing Jason Mai and Bryan H. Wodi "WeFreS: Weighted Frequent Subgraph Mining in a Single Large Graph."
Industrial Conference on Data Mining
ibai publishing, 2019
.
|
| 5 |
Md Ashraful Islam, Chowdhury Farhan Ahmed, Carson K Leung and Calvin SH Hoi "WFSM-MaxPWS: an efficient approach for mining weighted frequent subgraphs from edge-weighted graph databases."
Pacific-Asia Conference on Knowledge Discovery and Data Mining
, pp. 664--676. Melbourne, VIC, Australia: Springer, 2018
.
|
| 6 |
Sofiul Azam Sony, Tasfi Zaman, Md Kamrul Islam, Jesan Ahammed Ovi and Md Ashraful Islam "eLearn++: An effective Incremental Learning Approach for Brain Tumor Detection."
2021 2nd International Conference for Emerging Technology (INCET)
, pp. 1--8. IEEE: 2021
.
|
| 7 |
Jesan Ahammed Ovi, Md Ashraful Islam and Jannatul Ferdosh Nima "An Efficient Approach for Mining Weighted Frequent Patterns from Data Stream."
2021 2nd International Conference for Emerging Technology (INCET)
, pp. 1--10. IEEE: 2021
.
|
| 8 |
Abu Naser, Nusrat Sultana, Md Ashraful Islam and Jesan Ahammed Ovi "Weighted Clickstream Mining Using Pre-order Linked Web-Access Pattern Tree."
2021 2nd International Conference for Emerging Technology (INCET)
, pp. 1--11. IEEE: 2021
.
|
| Award Type | Title | Year | Country | Description |
|---|---|---|---|---|
| Local | Dean's Award, Faculty of Engineering and Technology, University of Dhaka | 2015 | Bangladesh |
Md. Ashraful Islam
Assistant Professor (Study Leave)
Department of Computer Science and Engineering
Faculty of Engineering and Technology
Email: ashraful@du.ac.bd