Dr. Chowdhury Farhan Ahmed

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 .

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 .

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 .

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 .

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 .

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 .

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 .

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 .

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 .

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 .

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 .

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 .

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 .

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 .

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 .

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 .

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 .

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 .

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 .

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 .

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 .

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 .

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 .

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 .

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 .

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 .

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 .

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 .

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 .

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 .

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 .

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 .

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 .

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 .

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 .

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 .

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 .

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 .

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 .

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 .

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 .