Dr. Chowdhury Farhan Ahmed
(Professor)Department of Computer Science and Engineering
| Degree Name | Group/Major Subject | Board/Institute | Country | Passing Year |
|---|---|---|---|---|
| Ph.D. | Computer Engineering | Kyung Hee University | South Korea | 2010 |
| Masters | Computer Science | University of Dhaka | Bangladesh | 1999 |
| Bachelor | Computer Science | University of Dhaka | Bangladesh | 1998 |
| Title | Organization | Location | From Date | To Date |
|---|---|---|---|---|
| Professor | University of Dhaka | Department of CSE | 21, Jun 2016 | Currently Working |
| Postdoctoral Research Fellow | University of Strasbourg | France | 21, May 2013 | 12-05-2015 |
| Associate Professor | University of Dhaka | Department of CSE | 14, Jan 2012 | 20-06-2016 |
| Assistant Professor | University of Dhaka | Department of CSE | 15, Mar 2007 | 13-01-2012 |
| Lecturer | University of Dhaka | Department of CSE | 22, Apr 2004 | 14-03-2007 |
| Lecturer | University of Dhaka | Institute of Information Technology | 23, Mar 2003 | 21-04-2004 |
Research Interest
| Subject | Description | Research Interest (Goal, Target Indicator) |
|---|---|---|
| Data Mining | ||
| Knowledge Discovery | ||
| Machine Learning |
Project/Research Supervision
| Level of Study | Title | Supervisor | Co-Supervisor(s) | Name of Student(s) | Area of Research | Current Completion |
|---|---|---|---|---|---|---|
| No project/research supervision is found | ||||||
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 |
Md Mahmudur Rahman, Chowdhury Farhan Ahmed and Carson Kai-Sang Leung : Mining weighted frequent sequences in uncertain databases.,
Information Sciences (impact factor:5.524) , vol.479 , no.April 2019 , pp.76-100 , 2019
.
|
| 2 |
Sabit Anwar Zahin, Chowdhury Farhan Ahmed and Tahira Alam : An effective method for classification with missing values.,
Applied Intelligence (impact factor:2.882) , vol.48 , no.Number 1, January 2018 , pp.3209-3230 , 2018
.
|
| 3 |
Sayma Akther, Md. Rezaul Karim, Md. Samiullah and Chowdhury Farhan Ahmed : Mining non-redundant closed flexible periodic patterns.,
Engineering Applications of Artificial Intelligence (impact factor:3.526) , vol.69 , no.March 2018 , pp.1-23 , 2018
.
|
| 4 |
Md. Rezaul Karim, Michael Cochez, Oya Deniz Beyan, Chowdhury Farhan Ahmed and Stefan Decker : Mining maximal frequent patterns in transactional databases and dynamic data streams: A spark-based approach.,
Information Sciences (impact factor:5.524) , vol.432 , no.March 2018 , pp.278-300 , 2018
.
|
| 5 |
Tahrima Hashem, Md. Rezaul Karim, Md. Samiullah and Chowdhury Farhan Ahmed : An efficient dynamic superset bit-vector approach for mining frequent closed itemsets and their lattice structure.,
Expert Systems with Applications (impact factor:4.292) , vol.67 , no.January 2017 , pp.252-271 , 2017
.
|
| 6 |
Ashis Kumar Chanda, Chowdhury Farhan Ahmed, Md. Samiullah and Carson K. Leung : A new framework for mining weighted periodic patterns in time series databases.,
Expert Systems with Applications (impact factor:4.292) , vol.79 , no.August 2017 , pp.207-224 , 2017
.
|
| 7 |
José Hernández-Orallo, Adolfo Martínez Usó, Ricardo B. C. Prudêncio, Meelis Kull, Peter A. Flach, Chowdhury Farhan Ahmed and Nicolas Lachiche : Reframing in context: A systematic approach for model reuse in machine learning.,
AI Communications (impact factor:0.765) , vol.29 , no.5 , pp.551-566 , 2016
.
|
| 8 |
Akiz Uddin Ahmed, Chowdhury Farhan Ahmed, Md. Samiullah, Nahim Adnan and Carson Kai-Sang Leung : Mining interesting patterns from uncertain databases.,
Information Sciences (impact factor:5.524) , vol.354 , no.1 August 2016 , pp.60-85 , 2016
.
|
| 9 |
Ashis Kumar Chanda, Swapnil Saha, Manziba Akanda Nishi, Md. Samiullah and Chowdhury Farhan Ahmed : An efficient approach to mine flexible periodic patterns in time series databases.,
Engineering Applications of Artificial Intelligence (impact factor:3.526) , vol.44 , no.September 2015 , pp.46-63 , 2015
.
|
| 10 |
Anna Fariha, Chowdhury Farhan Ahmed, Carson K. Leung, Md. Samiullah, Suraiya Pervin and Longbing Cao : A new framework for mining frequent interaction patterns from meeting databases.,
Engineering Applications of Artificial Intelligence (impact factor:3.526) , vol.45 , no.October 2015 , pp.103-118 , 2015
.
|
| 11 |
Chowdhury Farhan Ahmed, Nicolas Lachiche, Clément Charnay, Soufiane El Jelali and Agnès Braud : Flexible propositionalization of continuous attributes in relational data mining.,
Expert Systems with Applications (impact factor:4.292) , vol.42 , no.Number 1, January 2015 , pp.7698-7709 , 2015
.
|
| 12 |
Md. Samiullah, Chowdhury Farhan Ahmed, Anna Fariha, Md. Rafiqul Islam and Nicolas Lachiche : Mining frequent correlated graphs with a new measure.,
Expert Systems with Applications (impact factor:4.292) , vol.41 , no.Number 1, January 2014 , pp.1847-1863 , 2014
.
|
| 13 |
Tahrima Hashem, Chowdhury Farhan Ahmed, Md. Samiullah, Sayma Akther, Byeong-Soo Jeong and Seokhee Jeon : An efficient approach for mining cross-level closed itemsets and minimal association rules using closed itemset lattices.,
Expert Systems with Applications (impact factor:4.292) , vol.41 , no.Number 1, January 2014 , pp.2914-2938 , 2014
.
|
| 14 |
Manziba Akanda Nishi, Chowdhury Farhan Ahmed, Md. Samiullah and Byeong-Soo Jeong : Effective periodic pattern mining in time series databases.,
Expert Systems with Applications (impact factor:4.292) , vol.40 , no.Number 1, January 2013 , pp.3015-3027 , 2013
.
|
| 15 |
Chowdhury Farhan Ahmed, Syed Khairuzzaman Tanbeer, Byeong-Soo Jeong, Young-Koo Lee and Ho-Jin Choi : Single-pass incremental and interactive mining for weighted frequent patterns.,
Expert Systems with Applications (impact factor:4.292) , vol.39 , no.Number 1, January 2012 , pp.7976-7994 , 2012
.
|
| 16 |
Chowdhury Farhan Ahmed, Syed Khairuzzaman Tanbeer, Byeong-Soo Jeong and Ho-Jin Choi : Interactive mining of high utility patterns over data streams.,
Expert Systems with Applications (impact factor:4.292) , vol.39 , no.Number 1, January 2012 , pp.11979-11991 , 2012
.
|
| 17 |
Chowdhury Farhan Ahmed, Syed Khairuzzaman Tanbeer, Byeong-Soo Jeong and Young-Koo Lee : HUC-Prune: an efficient candidate pruning technique to mine high utility patterns.,
Applied Intelligence (impact factor:2.882) , vol.34 , no.Number 1, February 2011 , pp.181-198 , 2011
.
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| 18 |
Chowdhury Farhan Ahmed, Syed Khairuzzaman Tanbeer, Byeong-Soo Jeong and Ho-Jin Choi : A framework for mining interesting high utility patterns with a strong frequency affinity.,
Information Sciences (impact factor:5.524) , vol.181 , no.Number 1, January 2011 , pp.4878-4894 , 2011
.
|
| 19 |
Chowdhury Farhan Ahmed, Syed Khairuzzaman Tanbeer, Byeong-Soo Jeong and Young-Koo Lee : An Efficient Algorithm for Sliding Window-Based Weighted Frequent Pattern Mining over Data Streams.,
IEICE Transactions (impact factor:0.63) , vol.92-D , no.Number 1, January 2009 , pp.1369-1381 , 2009
.
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| 20 |
Syed Khairuzzaman Tanbeer, Chowdhury Farhan Ahmed, Byeong-Soo Jeong and Young-Koo Lee : Efficient single-pass frequent pattern mining using a prefix-tree.,
Information Sciences (impact factor:5.524) , vol.179 , no.Numbers 1-2, January 2009 , pp.559-583 , 2009
.
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| 21 |
Syed Khairuzzaman Tanbeer, Chowdhury Farhan Ahmed, Byeong-Soo Jeong and Young-Koo Lee : Sliding window-based frequent pattern mining over data streams.,
Information Sciences (impact factor:5.524) , vol.179 , no.Numbers 1-2, January 2009 , pp.3843-3865 , 2009
.
|
| 22 |
Chowdhury Farhan Ahmed, Syed Khairuzzaman Tanbeer, Byeong-Soo Jeong and Young-Koo Lee : Efficient Tree Structures for High Utility Pattern Mining in Incremental Databases.,
IEEE Transactions on Knowledge and Data Engineering (impact factor:2.775) , vol.21 , no.Number 1, January 2009 , pp.1708-1721 , 2009
.
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| 23 |
Syed Khairuzzaman Tanbeer, Chowdhury Farhan Ahmed, Byeong-Soo Jeong and Young-Koo Lee : Mining Regular Patterns in Transactional Databases.,
IEICE Transactions (impact factor:0.63) , vol.91-D , no.Number 1, January 2008 , pp.2568-2577 , 2008
.
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| 24 |
Chowdhury Farhan Ahmed, Syed Khairuzzaman Tanbeer, Byeong-Soo Jeong and Young-Koo Lee : Handling Dynamic Weights in Weighted Frequent Pattern Mining.,
IEICE Transactions (impact factor:0.63) , vol.91-D , no.Number 1, January 2008 , pp.2578-2588 , 2008
.
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| Conference Proceedings | |
| 1 |
Sabrina Zaman Ishita, Chowdhury Farhan Ahmed, Carson K. Leung and Calvin H. S. Hoi "Mining Regular High Utility Sequential Patterns in Static and Dynamic Databases.."
13th IMCOM 2019
, pp. 897-916. Phuket, Thailand: Springer, 2019
.
|
| 2 |
Jesan Ahammed Ovi, Chowdhury Farhan Ahmed, Carson K. Leung and Adam G. M. Pazdor "Mining Weighted Frequent Patterns from Uncertain Data Streams.."
13th IMCOM 2019
, pp. 917-936. Phuket, Thailand: Springer, 2019
.
|
| 3 |
Fariha Moomtaheen Upoma, Salsabil Ahmed Khan, Chowdhury Farhan Ahmed, Tahira Alam, Sabit Anwar Zahin and Carson K. Leung "Discovering Correlation in Frequent Subgraphs.."
13th IMCOM 2019
, pp. 1045-1062. Phuket, Thailand: Springer, 2019
.
|
| 4 |
Md Shadman Rafid, Mohammad Mazedul Islam, Md Naimul Hoque and Chowdhury Farhan Ahmed "Reframing for Non-Linear Dataset Shift.."
18th EGC 2018
, pp. 131-142. Paris, France: Hermann-Éditions, 2018
.
|
| 5 |
Md Mahmudur Rahman, Chowdhury Farhan Ahmed, Carson K. Leung and Adam G. M. Pazdor "Frequent Sequence Mining with Weight Constraints in Uncertain Databases.."
12th IMCOM 2018
, pp. 48:1-48:8. Langkawi, Malaysia: ACM, 2018
.
|
| 6 |
Mohammad Fahim Arefin, Maliha Tashfia Islam and Chowdhury Farhan Ahmed "Mining Sequential Correlation with a New Measure.."
18th Industrial Conference on Data Mining 2018
, pp. 29-43. New York, NY, USA: Springer, 2018
.
|
| 7 |
Abeda Sultana, Hosneara Ahmed and Chowdhury Farhan Ahmed "A New Approach for Mining Representative Patterns.."
18th Industrial Conference on Data Mining 2018
, pp. 44-58. New York, NY, USA: Springer, 2018
.
|
| 8 |
Tahira Alam, Chowdhury Farhan Ahmed, Sabit Anwar Zahin, Muhammad Asif Hossain Khan and Maliha Tashfia Islam "An Effective Ensemble Method for Multi-class Classification and Regression for Imbalanced Data.."
18th Industrial Conference on Data Mining 2018
, pp. 59-74. New York, NY, USA: Springer, 2018
.
|
| 9 |
Rutba Aman and Chowdhury Farhan Ahmed "Mining Cross-Level Closed Sequential Patterns.."
18th Industrial Conference on Data Mining 2018
, pp. 199-214. New York, NY, USA: Springer, 2018
.
|
| 10 |
Sabrina Zaman Ishita, Faria Noor and Chowdhury Farhan Ahmed "An Efficient Approach for Mining Weighted Sequential Patterns in Dynamic Databases.."
18th Industrial Conference on Data Mining 2018
, pp. 215-229. New York, NY, USA: Springer, 2018
.
|
| 11 |
Md. Ashraful Islam, Chowdhury Farhan Ahmed, Carson K. Leung and Calvin S. H. Hoi "WFSM-MaxPWS: An Efficient Approach for Mining Weighted Frequent Subgraphs from Edge-Weighted Graph Databases.."
22nd PAKDD 2018
, pp. 664-676. Melbourne, VIC, Australia: Springer, 2018
.
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| 12 |
Tahira Alam, Sabit Anwar Zahin, Md. Samiullah and Chowdhury Farhan Ahmed "An Efficient Approach for Mining Frequent Subgraphs.."
7. PReMI 2017
, pp. 486-492. Kolkata, India: Springer, 2017
.
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| 13 |
Md Naimul Hoque, Chowdhury Farhan Ahmed, Nicolas Lachiche, Carson K. Leung and Hao Zhang "Reframing in Clustering.."
28th ICTAI 2016
, pp. 350-354. San Jose, CA, USA: IEEE Computer Society, 2016
.
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| 14 |
Md. Badi-Uz-Zaman Shajib, Md. Samiullah, Chowdhury Farhan Ahmed, Carson K. Leung and Adam G. M. Pazdor "An Efficient Approach for Mining Frequent Patterns over Uncertain Data Streams.."
28th ICTAI 2016
, pp. 980-984. San Jose, CA, USA: IEEE Computer Society, 2016
.
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| 15 |
Amit Mandal, Mehedi Hasan, Anna Fariha and Chowdhury Farhan Ahmed "GSCS - Graph Stream Classification with Side Information.."
17. APWeb 2015
, pp. 389-400. Guangzhou, China: Springer, 2015
.
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| 16 |
Chowdhury Farhan Ahmed, Md. Samiullah, Nicolas Lachiche, Meelis Kull and Peter A. Flach "Reframing in Frequent Pattern Mining.."
27th ICTAI 2015
, pp. 799-806. Vietri sul Mare, Italy: IEEE Computer Society, 2015
.
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| 17 |
Quazi Marufur Rahman, Anna Fariha, Amit Mandal, Chowdhury Farhan Ahmed and Carson K. Leung "A Sliding Window-Based Algorithm for Detecting Leaders from Social Network Action Streams.."
WI-IAT 2015
, pp. 133-136. Singapore: IEEE Computer Society, 2015
.
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| Award Type | Title | Year | Country | Description |
|---|---|---|---|---|
| No award information is found | ||||
Dr. Chowdhury Farhan Ahmed
Professor
Department of Computer Science and Engineering
Faculty of Engineering and Technology
Email: farhan@du.ac.bd
Mobile (Dept): 880-2-9661900/7449