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Faculty Profile


Dr. Chowdhury Farhan Ahmed

ডঃ চৌধুরী ফারহান আহমেদ


Professor

Office Location: Room #415


Research Interests: Data Mining and Knowledge Discovery, Machine Learning, Stream Data Management, Web Mining, Correlation Analysis, Database Management, Information Retrieval


Academic


Jan 2012 - Present

Mar 2007 - Jan 2012

Apr 2004 - Mar 2007

Mar 2003 - Apr 2004





PostDoc


May 2013 - May 2015

Book Chapter (1)


  1. Chowdhury Farhan Ahmed, S. K. Tanbeer, B. –S. Jeong: Efficient Mining of High Utility Patterns over Data Streams with a Sliding Window Method. Studies in Computational Intelligence, Springer. 295: 99-113 (2010)

Journal (27)


  1. A. U. Ahmed, Chowdhury Farhan Ahmed, M. Samiullah, N. Adnan, C. K. –S. Leung: Mining Interesting Patterns from Uncertain Databases. Information Sciences [Elsevier]. 354: 60-85 (2016)
  2. Chowdhury Farhan Ahmed, N. Lachiche, C. Charnay, S. El Jelali, A. Braud: Flexible Propositionalization of Continuous Attributes in Relational Data Mining. Expert Systems with Applications (Elsevier). 42(21): 7698 - 7709 (2015)
  3. A. K. Chanda, S. Saha, M. A. Nishi, M. Samiullah, Chowdhury Farhan Ahmed: An Efficient Approach to Mine Flexible Periodic Patterns in Time Series Databases. Engineering Applications of Artificial Intelligence (Elsevier). 44: 46 - 63 (2015)
  4. A. Fariha, Chowdhury Farhan Ahmed, C. K. –S. Leung, M. Samiullah, S. Pervin, L. Cao: A New Framework for Mining Frequent Interaction Patterns from Meeting Databases. Engineering Applications of Artificial Intelligence (Elsevier). 45: 103 - 118 (2015)
  5. T. Hashem, Chowdhury Farhan Ahmed, M. Samiullah, S. Akther, B. –S. Jeong, S. Jeon: An Efficient Approach for Mining Cross-Level Closed Itemsets and Minimal Association Rules using Closed Itemset Lattices. Expert Systems with Applications (Elsevier). 41,Issue 6: 2914 - 2938 (2014)
  6. M. Samiullah, Chowdhury Farhan Ahmed, A. Fariha, M. R. Islam, N. Lachiche: Mining Frequent Correlated Graphs with a New Measure. Expert Systems with Applications (Elsevier). 41(4(2)): 1847 - 1863 (2014)
  7. M. A. Nishi, Chowdhury Farhan Ahmed, M. Samiullah, B. –S. Jeong: Effective periodic pattern mining in time series databases. Expert Systems with Applications (Elsevier). 40(8): 3015–3027 (2013)
  8. M.R. Karim, Chowdhury Farhan Ahmed, B. –S. Jeong, H. –J. Choi: An Efficient Distributed Programming Model for Mining Useful Patterns in Big Datasets. IETE Technical Review. 30(1): 53-63 (2013)
  9. Chowdhury Farhan Ahmed, S. K. Tanbeer, B. –S. Jeong, H. –J. Choi: Interactive Mining of High Utility Patterns over Data Streams. Expert Systems with Applications (Elsevier). 39(15): 11979 - 11991 (2012)
  10. T. S. Zaman, N. Islam, Chowdhury Farhan Ahmed, B. –S. Jeong: iWAP: A Single Pass Approach for Web Access Sequential Pattern Mining. GSTF International Journal on Computing. 2(1): 61-67 (2012)
  11. A. Fariha, S. Islam , Chowdhury Farhan Ahmed, B. –S. Jeong: An Algorithm towards Indexing Evolving Graph Databases . GSTF International Journal on Computing. 2(2): 8-14 (2012)
  12. Chowdhury Farhan Ahmed, S. K. Tanbeer, B. –S. Jeong, Y. –K. Lee, H. –J. Choi: Single-Pass Incremental and Interactive Mining for Weighted Frequent Patterns. Expert Systems with Applications (Elsevier). 39(9): 7976-7994 (2012)
  13. Chowdhury Farhan Ahmed, S. K. Tanbeer, B. –S. Jeong: A Framework for Mining High Utility Web Access Sequences. IETE Technical Review. 28(1): 3-16 (2011)
  14. Chowdhury Farhan Ahmed, S. K. Tanbeer, B. –S. Jeong, Y. –K. Lee: HUC-Prune: An Efficient Candidate Pruning Technique to Mine High Utility Patterns. Applied Intelligence (Springer). 34(2): 181-198 (2011)
  15. Chowdhury Farhan Ahmed, S. K. Tanbeer, B. –S. Jeong, H. –J. Choi: A Framework for Mining Interesting High Utility Patterns with a Strong Frequency Affinity. Information Sciences (Elsevier). 181(21): 4878-4894 (2011)
  16. Chowdhury Farhan Ahmed, S. K. Tanbeer, B. –S. Jeong: A Novel Approach for Mining High Utility Sequential Patterns in Sequence Databases. ETRI Journal. 32(5): 676-686 (2010)
  17. B. –S. Jeong, Chowdhury Farhan Ahmed, I. –G. Lee, H. –S. Yong: High Utility Pattern Mining using a Prefix-Tree. Journal of KIISE: Databases. 36(5): 341-351 (2009)
  18. S. K. Tanbeer, Chowdhury Farhan Ahmed, B. –S. Jeong: Parallel and Distributed Algorithms for Frequent Pattern Mining in Large Databases. IETE Technical Review. 26(1): 55-65 (2009)
  19. S. K. Tanbeer, Chowdhury Farhan Ahmed, B. –S. Jeong, Y. –K. Lee: Efficient Single-Pass Frequent Pattern Mining Using a Prefix-Tree. Information Sciences (Elsevier). 179: 559 - 583 (2009)
  20. S. K. Tanbeer, Chowdhury Farhan Ahmed, B. –S. Jeong: An Efficient Single-Pass Algorithm for Mining Association Rules from Wireless Sensor Networks. IETE Technical Review. 26(4): 280-289 (2009)
  21. S. K. Tanbeer, Chowdhury Farhan Ahmed, B. –S. Jeong, Y. –K. Lee: Sliding Window-based Frequent Pattern Mining over Data Streams. Information Sciences (Elsevier). 173(22): 3843-3865 (2009)
  22. Chowdhury Farhan Ahmed, S. K. Tanbeer, B. –S. Jeong, Y. –K. Lee: An Efficient Algorithm for Sliding Window-based Weighted Frequent Pattern Mining over Data Streams. IEICE Transactions on Information & Systems. E92-D(7): 1369 - 1381 (2009)
  23. Chowdhury Farhan Ahmed, S. K. Tanbeer, B. –S. Jeong, Y. –K. Lee: Efficient Tree Structures for High Utility Pattern Mining in Incremental Databases. IEEE Transactions on Knowledge and Data Engineering. 21(12): 1708 - 1721 (2009)
  24. Chowdhury Farhan Ahmed, S. K. Tanbeer, B. –S. Jeong, Y. –K. Lee: Handling Dynamic Weights in Weighted Frequent Pattern Mining. IEICE Transactions on Information & Systems. E-91D(11): 2578 - 2588 (2008)
  25. S. K. Tanbeer, Chowdhury Farhan Ahmed, B. –S. Jeong, Y. –K. Lee: Mining Regular Patterns in Transactional Databases. IEICE Transactions on Information & Systems. E91-D(11): 2568 - 2577 (2008)
  26. H. M. H. Babu, T. Iqbal, Chowdhury Farhan Ahmed, R. Hasan, M. I. Zaber, L. Jamal, S. Anwar, M. H. Ahmad: AN OPTIMAL DESIGN METHOD OF A MULTI-VALUED PLA. Dhaka Univ.J.Sci. 54(2): 149-152 (2006)
  27. Chowdhury Farhan Ahmed, M. M. Rahman, M. M. Rashid: XACT-CAST PROTOCOL IMPROVEMENT FOR DISTRIBUTED DATABASE. Dhaka Univ.J.Sci. 52(3): 331- 338 (2004)

Conference (34)


  1. Chowdhury Farhan Ahmed, N. Lachiche, C. Charnay, A. Braud: Reframing Continuous Input Attributes. The IEEE 26th International Conference on Tools with Artificial Intelligence (ICTAI-2014), Limassol, Cyprus. 31-38 (2014)
  2. Chowdhury Farhan Ahmed, C. Charnay, N. Lachiche, A. Braud: Reframing on Relational Data. The 24th International Conference on Inductive Logic Programming (ILP-2014), Nancy, France. (2014)
  3. Chowdhury Farhan Ahmed, N. Lachiche, C. Charnay, A. Braud: Dataset Shift in a Real-Life Dataset. In ECML-PKDD Workshop (LMCE). (2014)
  4. M. Samiullah, Chowdhury Farhan Ahmed, A. Fariha, A. U. Ahmed: Efficient Graph Classification in Shifted Datasets Using Weighted Correlated Feature Selection”, In ECML-PKDD Workshop (LMCE), Nancy, France, 2014. . In ECML-PKDD Workshop (LMCE). (2014)
  5. A. Fariha, Chowdhury Farhan Ahmed, C. K. –S. Leung, S M Abdullah, L. Cao: Mining Frequent Patterns from Human Interactions in Meetings Using Directed Acyclic Graphs. The 17th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), Springer-Verlag LNCS (LNAI) 7818(1), Gold Coast, Australia. 38-49 (2013)
  6. M. Samiullah, Chowdhury Farhan Ahmed, M. A. Nishi, A. Fariha, S M Abdullah, M. R. Islam: Correlation Mining in Graph Databases with a New Measure. The 15th International Asia-Pacific Web Conference (APWeb), Springer-Verlag LNCS 7808, Sydney, Australia. 88-95 (2013)
  7. S. Islam, A. Fariha, Chowdhury Farhan Ahmed, B. –S. Jeong: EGDIM - Evolving Graph Database Indexing Method. The 6th International Conference on Ubiquitous Information Management and Communication (ICUIMC), Article No. 56, doi>10.1145/2184751.2184820, Kuala Lumpur, Malaysia,. (2012)
  8. Chowdhury Farhan Ahmed, S. K. Tanbeer, B. -S. Jeong: An Efficient Method for Incremental Mining of Share-Frequent Patterns. The 12th International Asia-Pacific Web Conference (APWeb), South Korea. 147-153 (2010)
  9. S. K. Tanbeer, Chowdhury Farhan Ahmed, B. -S. Jeong: Mining Regular Patterns in Incremental Transactional Databases. The 12th International Asia-Pacific Web Conference (APWeb). 375-377 (2010)
  10. S. K. Tanbeer, Chowdhury Farhan Ahmed, S. F. Zerin, A.M. J. Sarker, B. -S. Jeong, Y. K. Lee, S. Lee: Light-Weight Association Rules Mining over Data Streams from Ubiquitous Devices. International Conference on Emerging Databases (EDB). 66-71 (2010)
  11. Chowdhury Farhan Ahmed, S. K. Tanbeer, S. F. Zerin, B. –S. Jeong, H. -J. Choi: Mining High Utility Web Access Sequences over Data Streams. International Conference on Emerging Databases (EDB). 60-65 (2010)
  12. S. F. Zerin, Chowdhury Farhan Ahmed, S. K. Tanbeer, H. -J. Choi: A Position-Based Fast Contiguous Sequential Pattern Mining Technique in Biological Data Sequences. International Conference on Emerging Databases (EDB). 13-18 (2010)
  13. S.K. Tanbeer, Chowdhury Farhan Ahmed, B. –S. Jeong: Mining Regular Patterns in Data Streams. 15th International Conference on Database Systems for Advanced Applications (DASFAA), Springer-Verlag LNCS 5981(1), Japan. 399-413 (2010)
  14. Chowdhury Farhan Ahmed, S. K. Tanbeer, B. –S. Jeong: Mining High Utility Web Access Sequences in Dynamic Web Log Data. The 11th International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD), London, UK. 76-81 (2010)
  15. S. K. Tanbeer, Chowdhury Farhan Ahmed, B. -S. Jeong, Y. K. Lee: Discovering Periodic- Frequent Patterns in Transactional Databases. The 13th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), Springer-Verlag LNCS (LNAI) 5476, Thailand. 242-253 (2009)
  16. Chowdhury Farhan Ahmed, S. K. Tanbeer, B. -S. Jeong, Y. K. Lee: An Efficient Candidate Pruning Technique for High Utility Pattern Mining. The 13th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), Springer-Verlag LNCS (LNAI) 5476, Bangkok, Thailand. 749-756 (2009)
  17. Chowdhury Farhan Ahmed, S. K. Tanbeer, B. -S. Jeong: Efficient Agents for Share-Frequent Pattern Mining. 1st EDB, Busan. 57-62 (2009)
  18. S. K. Tanbeer, Chowdhury Farhan Ahmed, B. -S. Jeong, Y. K. Lee: Efficient Mining of Association Rules from Wireless Sensor Networks. The 11th IEEE-ICACT, South Korea. 719 - 724 (2009)
  19. Chowdhury Farhan Ahmed, S. K. Tanbeer, B. -S. Jeong, Y. K. Lee: Efficient Mining of Weighted Frequent Patterns over Data Streams. The 11th IEEE International Conference on High Performance Computing and Communications (IEEE-HPCC), Seoul, South Korea. 400 - 406 (2009)
  20. Chowdhury Farhan Ahmed, S. K. Tanbeer, B. -S. Jeong: Efficient Single-Pass Mining of Weighted Frequent Patterns with Length-Decreasing Support Constraints. 1st EDB, Busan. 69 - 73 (2009)
  21. S. K. Tanbeer, Chowdhury Farhan Ahmed, B. -S. Jeong: Restructuring Prefix-trees for Efficient Frequent Pattern Mining. 1st EDB. 17-23 (2009)
  22. . S. K. Tanbeer, Chowdhury Farhan Ahmed, B. -S. Jeong: PFIU-tree: A Prefix-Tree for Efficient Frequent Pattern Mining. 1st EDB. 11-16 (2009)
  23. Chowdhury Farhan Ahmed, S. K. Tanbeer, B. -S. Jeong, Y. K. Lee: Efficient Mining of Utility- Based Web Path Traversal Patterns. The 11th International Conference on Advanced Communication Technology (IEEE-ICACT), Phoenix Park, South Korea. 2215 - 2218 (2009)
  24. S. K. Tanbeer, Chowdhury Farhan Ahmed, B. -S. Jeong: Parallel and Distributed Frequent Pattern Mining in Large Databases. The 11th IEEE HPCC, South Korea. 407 - 414 (2009)
  25. Chowdhury Farhan Ahmed, S. K. Tanbeer, B. -S. Jeong, Y. K. Lee: Mining High Utility Patterns in Incremental Databases. The 3rd ACM Int. Conference on Ubiquitous Information Management and Communication, South Korea. 656 - 663 (2009)
  26. S. K. Tanbeer, Chowdhury Farhan Ahmed, B. -S. Jeong, Y. K. Lee: RP-Tree: A Tree Structure to Discover Regular Patterns in Transactional Database. The 9th IDEAL, Springer- Verlag LNCS 5326, South Korea. 193 - 200 (2008)
  27. Chowdhury Farhan Ahmed, S. K. Tanbeer, B. -S. Jeong, Y. K. Lee: Mining Weighted Frequent Patterns Using Adaptive Weights. The 9th International Conference on Intelligent Data Engineering and Automated Learning (IDEAL), Springer-Verlag LNCS 5326, South Korea. 258 - 265 (2008)
  28. Chowdhury Farhan Ahmed, S. K. Tanbeer, B. -S. Jeong, Y. K. Lee: ShrFP-Tree: An Efficient Tree Structure for Mining Share-Frequent Patterns. The 7th Australasian Data Mining Conference (AusDM), Adelaide, Australia. 79-86 (2008)
  29. Chowdhury Farhan Ahmed, S. K. Tanbeer, B. -S. Jeong, Y. K. Lee: Efficient Single-Pass Mining of Weighted Interesting Patterns. The 21st Australasian Joint Conference on Artificial Intelligence (AUS-AI), LNCS (LNAI) 5360, New Zealand. 404 - 415 (2008)
  30. Chowdhury Farhan Ahmed, S. K. Tanbeer, B. -S. Jeong, Y. K. Lee: Mining Weighted Frequent Patterns in Incremental Databases. The 10th Pacific Rim International Conference on Artificial Intelligence (PRICAI), LNCS (LNAI) 5351, Vietnam. 933 - 938 (2008)
  31. S. K. Tanbeer, Chowdhury Farhan Ahmed, B. -S. Jeong, Y. K. Lee: Efficient Frequent Pattern Mining over Data Streams. ACM 17th Conference on Information and Knowledge Management (CIKM), California, USA. 1447 - 1448 (2008)
  32. S. K. Tanbeer, Chowdhury Farhan Ahmed, B. -S. Jeong, Y. K. Lee: CP-Tree: A Tree Structure for Single-Pass Frequent Pattern Mining. the 12th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), Springer-Verlag LNCS (LNAI) 5012, Japan. 1022 - 1027 (2008)
  33. M. S. Shahriar, A.R. Mustafa, Chowdhury Farhan Ahmed, A. A. Ferdaus, A.N.M. Zaheduzzaman, S. Anwar, H. M. H. Babu: An Advanced Minimization Technique for Multiple Valued Multiple Output Logic Expressions Using LUT and Realization Using Current Mode CMOS. Euromicro Conference on Digital System Design (DSD). 122-126 (2005)
  34. H. M. H. Babu, M. S. Shahriar, M. A. R. Mostafa, M. R. Islam, Chowdhury Farhan Ahmed: REALIZATIONM OF N-BIT ADDER FROM BDD FOR CFS USING PASS TRANSISTOR LOGIC. Dhaka Univ.J.Sci. 53(1): 59-65 (2005)

Current Students

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Alumni Students

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