Profile of Dr. Chowdhury Farhan Ahmed

Profile of Dr. Chowdhury Farhan Ahmed

Dr. Chowdhury Farhan Ahmed
Professor
Department of Computer Science and Engineering
Faculty of Engineering and Technology
Email: farhan@du.ac.bd
Phone: 880-2-9661900/7449
Image of Dr. Chowdhury Farhan Ahmed
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
Award Type Award Title Year Country Description
No award information is found
Research Interest
Subject Description
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 Membership Expire Year
No Collaboration & Membership is found
Title Organization Location From Date To Date Description
Professor University of Dhaka Department of CSE 21-06-2016 Currently Working
Associate Professor University of Dhaka Department of CSE 14-01-2012 20-06-2016
Assistant Professor University of Dhaka Department of CSE 15-03-2007 13-01-2012
Lecturer University of Dhaka Department of CSE 22-04-2004 14-03-2007
Lecturer University of Dhaka Institute of Information Technology 23-03-2003 21-04-2004
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
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 .
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
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 .
5
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 .
6
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 .
7
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 .
8
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 .
9
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 .
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
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 .
12
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 .
13
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 .
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 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 .
16
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 .
17
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 .
18
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 .
19
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 .
20
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 .
21
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 .
22
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 .
23
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 .
24
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 .
Conference Proceedings
1
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 .
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
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 .
4
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 .
5
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 .
6
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 .
7
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 .
8
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 .
9
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 .
10
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 .
11
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 .
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 .
13
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 .
14
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 .
15
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 .
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 .
17
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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