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ORCIDChowdhury Farhan Ahmed
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2020 – today
- 2024
[j33]Md. Ashraful Islam
, Chowdhury Farhan Ahmed, Md. Tanvir Alam, Carson Kai-Sang Leung:
Graph-based substructure pattern mining with edge-weight. Appl. Intell. 54(5): 3756-3785 (2024)- [j32]Redwan Ahmed Rizvee, Chowdhury Farhan Ahmed, Md. Fahim Arefin, Carson K. Leung:
A new tree-based approach to mine sequential patterns. Expert Syst. Appl. 242: 122754 (2024) - [j31]Md. Tanvir Alam, Chowdhury Farhan Ahmed, Md. Samiullah, Carson Kai-Sang Leung:
Discovering Interesting Patterns from Hypergraphs. ACM Trans. Knowl. Discov. Data 18(1): 32:1-32:34 (2024) - [c52]Wakilur Islam, Md. Rezaul Karim, Md. Samiullah, Chowdhury Farhan Ahmed, Carson K. Leung, Adam G. M. Pazdor, Connor C. J. Hryhoruk:
An Efficient Approach to Learn an Effective Hierarchy of a Set of OOBN Classes. IMCOM 2024: 1-8 - [c51]Sartaj Solaiman, B. M. Obaydur Rahman, Md. Fahim Arefin, Chowdhury Farhan Ahmed, Carson K. Leung, Evan W. R. Madill:
Unveiling Market Sentiments: A Comprehensive Analysis of Stock Market Responses to Diverse News Events Using Data Mining Techniques. IMCOM 2024: 1-8 - [i2]Kashob Kumar Roy, Md Hasibul Haque Moon, Md Mahmudur Rahman, Chowdhury Farhan Ahmed, Carson Kai-Sang Leung:
Mining Weighted Sequential Patterns in Incremental Uncertain Databases. CoRR abs/2404.00746 (2024) - [i1]Kashob Kumar Roy, Md Hasibul Haque Moon, Md Mahmudur Rahman, Chowdhury Farhan Ahmed, Carson K. Leung:
Mining Sequential Patterns in Uncertain Databases Using Hierarchical Index Structure. CoRR abs/2404.01347 (2024) - 2023
- [j30]Md. Tanvir Alam, Amit Roy, Chowdhury Farhan Ahmed, Md. Ashraful Islam, Carson K. Leung:
UGMINE: utility-based graph mining. Appl. Intell. 53(1): 49-68 (2023) - [j29]Md. Sahidul Islam, Pankaj Chandra Kar, Mohammad Samiullah, Chowdhury Farhan Ahmed, Carson Kai-Sang Leung:
Discovering probabilistically weighted sequential patterns in uncertain databases. Appl. Intell. 53(6): 6525-6553 (2023) - [c50]A. M. Aahad, Khondker Bin Yamin, Md. Samiullah, Chowdhury Farhan Ahmed, Carson K. Leung, Evan W. R. Madill, Adam G. M. Pazdor:
Connectable and Independent Junction Tree-Based Compilation Technique of Object-Oriented Bayesian Networks. ICTAI 2023: 221-228 - 2022
- [j28]Sabrina Zaman Ishita, Chowdhury Farhan Ahmed, Carson K. Leung:
New approaches for mining regular high utility sequential patterns. Appl. Intell. 52(4): 3781-3806 (2022) - [j27]Kashob Kumar Roy, Md Hasibul Haque Moon, Md Mahmudur Rahman, Chowdhury Farhan Ahmed, Carson Kai-Sang Leung:
Mining weighted sequential patterns in incremental uncertain databases. Inf. Sci. 582: 865-896 (2022) - [j26]Mohammad Ehsan Shahmi Chowdhury, Chowdhury Farhan Ahmed, Carson K. Leung:
A New Approach for Mining Correlated Frequent Subgraphs. ACM Trans. Manag. Inf. Syst. 13(1): 9:1-9:28 (2022) - [c49]Mohammad Fahim Arefin, Chowdhury Farhan Ahmed, Redwan Ahmed Rizvee, Carson K. Leung, Longbing Cao:
Mining Contextual Item Similarity without Concept Hierarchy. IMCOM 2022: 1-8 - 2021
- [c48]Riddho Ridwanul Haque, Chowdhury Farhan Ahmed, Md. Samiullah, Carson K. Leung:
UFreS: A New Technique for Discovering Frequent Subgraph Patterns in Uncertain Graph Databases. ICBK 2021: 253-260 - [c47]Md. Tanvir Alam, Amit Roy, Chowdhury Farhan Ahmed, Md. Ashraful Islam, Carson K. Leung:
Mining High Utility Subgraphs. ICDM (Workshops) 2021: 566-573 - [c46]Md. Tanvir Alam, Chowdhury Farhan Ahmed, Md. Samiullah, Carson K. Leung:
Mining Frequent Patterns from Hypergraph Databases. PAKDD (2) 2021: 3-15 - [c45]Md. Tanvir Alam, Chowdhury Farhan Ahmed, Md. Samiullah, Carson K. Leung:
Discriminating Frequent Pattern Based Supervised Graph Embedding for Classification. PAKDD (2) 2021: 16-28 - [c44]Kashob Kumar Roy, Md Hasibul Haque Moon, Md Mahmudur Rahman, Chowdhury Farhan Ahmed, Carson K. Leung:
Mining Sequential Patterns in Uncertain Databases Using Hierarchical Index Structure. PAKDD (2) 2021: 29-41 - 2020
- [c43]Redwan Ahmed Rizvee, Mohammad Fahim Arefin, Chowdhury Farhan Ahmed:
Tree-Miner: Mining Sequential Patterns from SP-Tree. PAKDD (2) 2020: 44-56
2010 – 2019
- 2019
- [j25]Tahira Alam, Chowdhury Farhan Ahmed, Sabit Anwar Zahin, Muhammad Asif Hossain Khan, Maliha Tashfia Islam:
An Effective Recursive Technique for Multi-Class Classification and Regression for Imbalanced Data. IEEE Access 7: 127615-127630 (2019) - [j24]Md Mahmudur Rahman, Chowdhury Farhan Ahmed, Carson Kai-Sang Leung:
Mining weighted frequent sequences in uncertain databases. Inf. Sci. 479: 76-100 (2019) - [c42]Sabrina Zaman Ishita, Chowdhury Farhan Ahmed, Carson K. Leung, Calvin S. H. Hoi:
Mining Regular High Utility Sequential Patterns in Static and Dynamic Databases. IMCOM 2019: 897-916 - [c41]Jesan Ahammed Ovi, Chowdhury Farhan Ahmed, Carson K. Leung, Adam G. M. Pazdor:
Mining Weighted Frequent Patterns from Uncertain Data Streams. IMCOM 2019: 917-936 - [c40]Fariha Moomtaheen Upoma, Salsabil Ahmed Khan, Chowdhury Farhan Ahmed, Tahira Alam, Sabit Anwar Zahin, Carson K. Leung:
Discovering Correlation in Frequent Subgraphs. IMCOM 2019: 1045-1062 - [c39]Umama Dewan, Chowdhury Farhan Ahmed, Carson K. Leung, Redwan Ahmed Rizvee, Deyu Deng, Joglas Souza:
An efficient approach for mining weighted frequent patterns with dynamic weights. ICDM 2019: 13-27 - [c38]Redwan Ahmed Rizvee, Md Shahadat Hossain Shahin, Chowdhury Farhan Ahmed, Carson K. Leung, Deyu Deng, Jiaxing Jason Mai:
Sliding window based weighted periodic pattern mining over time series data. ICDM 2019: 118-132 - [c37]Nahian Ashraf, Riddho Ridwanul Haque, Md. Ashraful Islam, Chowdhury Farhan Ahmed, Carson K. Leung, Jiaxing Jason Mai, Bryan H. Wodi:
WeFreS: weighted frequent subgraph mining in a single large graph. ICDM 2019: 201-215 - 2018
- [j23]Sabit Anwar Zahin, Chowdhury Farhan Ahmed, Tahira Alam:
An effective method for classification with missing values. Appl. Intell. 48(10): 3209-3230 (2018) - [j22]Sayma Akther, Md. Rezaul Karim, Md. Samiullah, Chowdhury Farhan Ahmed:
Mining non-redundant closed flexible periodic patterns. Eng. Appl. Artif. Intell. 69: 1-23 (2018) - [j21]Md. Rezaul Karim, Michael Cochez, Oya Deniz Beyan, Chowdhury Farhan Ahmed, Stefan Decker:
Mining maximal frequent patterns in transactional databases and dynamic data streams: A spark-based approach. Inf. Sci. 432: 278-300 (2018) - [c36]Md Shadman Rafid, Mohammad Mazedul Islam, Md. Naimul Hoque, Chowdhury Farhan Ahmed:
Reframing for Non-Linear Dataset Shift. EGC 2018: 131-142 - [c35]Md Mahmudur Rahman, Chowdhury Farhan Ahmed, Carson K. Leung, Adam G. M. Pazdor:
Frequent Sequence Mining with Weight Constraints in Uncertain Databases. IMCOM 2018: 48:1-48:8 - [c34]Mohammad Fahim Arefin, Maliha Tashfia Islam, Chowdhury Farhan Ahmed:
Mining Sequential Correlation with a New Measure. ICDM 2018: 29-43 - [c33]Abeda Sultana, Hosneara Ahmed, Chowdhury Farhan Ahmed:
A New Approach for Mining Representative Patterns. ICDM 2018: 44-58 - [c32]Tahira Alam, Chowdhury Farhan Ahmed, Sabit Anwar Zahin, Muhammad Asif Hossain Khan, Maliha Tashfia Islam:
An Effective Ensemble Method for Multi-class Classification and Regression for Imbalanced Data. ICDM 2018: 59-74 - [c31]Rutba Aman, Chowdhury Farhan Ahmed:
Mining Cross-Level Closed Sequential Patterns. ICDM 2018: 199-214 - [c30]Sabrina Zaman Ishita, Faria Noor, Chowdhury Farhan Ahmed:
An Efficient Approach for Mining Weighted Sequential Patterns in Dynamic Databases. ICDM 2018: 215-229 - [c29]Md. Ashraful Islam, Chowdhury Farhan Ahmed, Carson K. Leung, Calvin S. H. Hoi:
WFSM-MaxPWS: An Efficient Approach for Mining Weighted Frequent Subgraphs from Edge-Weighted Graph Databases. PAKDD (3) 2018: 664-676 - 2017
- [j20]Tahrima Hashem, Md. Rezaul Karim, Md. Samiullah, Chowdhury Farhan Ahmed:
An efficient dynamic superset bit-vector approach for mining frequent closed itemsets and their lattice structure. Expert Syst. Appl. 67: 252-271 (2017) - [j19]Ashis Kumar Chanda, Chowdhury Farhan Ahmed, Md. Samiullah, Carson K. Leung:
A new framework for mining weighted periodic patterns in time series databases. Expert Syst. Appl. 79: 207-224 (2017) - [c28]Tahira Alam, Sabit Anwar Zahin, Mohammad Samiullah, Chowdhury Farhan Ahmed:
An Efficient Approach for Mining Frequent Subgraphs. PReMI 2017: 486-492 - 2016
- [j18]José Hernández-Orallo, Adolfo Martínez Usó, Ricardo B. C. Prudêncio, Meelis Kull, Peter A. Flach, Chowdhury Farhan Ahmed, Nicolas Lachiche:
Reframing in context: A systematic approach for model reuse in machine learning. AI Commun. 29(5): 551-566 (2016) - [j17]Akiz Uddin Ahmed, Chowdhury Farhan Ahmed, Md. Samiullah, Nahim Adnan, Carson Kai-Sang Leung:
Mining interesting patterns from uncertain databases. Inf. Sci. 354: 60-85 (2016) - [c27]Md. Naimul Hoque, Chowdhury Farhan Ahmed, Nicolas Lachiche, Carson K. Leung, Hao Zhang:
Reframing in Clustering. ICTAI 2016: 350-354 - [c26]Md. Badi-Uz-Zaman Shajib, Md. Samiullah, Chowdhury Farhan Ahmed, Carson K. Leung, Adam G. M. Pazdor:
An Efficient Approach for Mining Frequent Patterns over Uncertain Data Streams. ICTAI 2016: 980-984 - 2015
- [j16]Ashis Kumar Chanda, Swapnil Saha, Manziba Akanda Nishi, Md. Samiullah, Chowdhury Farhan Ahmed:
An efficient approach to mine flexible periodic patterns in time series databases. Eng. Appl. Artif. Intell. 44: 46-63 (2015) - [j15]Anna Fariha, Chowdhury Farhan Ahmed, Carson K. Leung, Md. Samiullah, Suraiya Pervin, Longbing Cao:
A new framework for mining frequent interaction patterns from meeting databases. Eng. Appl. Artif. Intell. 45: 103-118 (2015) - [j14]Chowdhury Farhan Ahmed, Nicolas Lachiche, Clément Charnay, Soufiane El Jelali, Agnès Braud:
Flexible propositionalization of continuous attributes in relational data mining. Expert Syst. Appl. 42(21): 7698-7709 (2015) - [c25]Amit Mandal, Mehedi Hasan, Anna Fariha, Chowdhury Farhan Ahmed:
GSCS - Graph Stream Classification with Side Information. APWeb 2015: 389-400 - [c24]Chowdhury Farhan Ahmed, Md. Samiullah, Nicolas Lachiche, Meelis Kull, Peter A. Flach:
Reframing in Frequent Pattern Mining. ICTAI 2015: 799-806 - [c23]Quazi Marufur Rahman, Anna Fariha, Amit Mandal, Chowdhury Farhan Ahmed, Carson K. Leung:
A Sliding Window-Based Algorithm for Detecting Leaders from Social Network Action Streams. WI-IAT (1) 2015: 133-136 - 2014
- [j13]Md. Samiullah, Chowdhury Farhan Ahmed, Anna Fariha, Md. Rafiqul Islam, Nicolas Lachiche:
Mining frequent correlated graphs with a new measure. Expert Syst. Appl. 41(4): 1847-1863 (2014) - [j12]Tahrima Hashem, Chowdhury Farhan Ahmed, Md. Samiullah, Sayma Akther, Byeong-Soo Jeong, Seokhee Jeon:
An efficient approach for mining cross-level closed itemsets and minimal association rules using closed itemset lattices. Expert Syst. Appl. 41(6): 2914-2938 (2014) - [c22]Chowdhury Farhan Ahmed, Nicolas Lachiche, Clément Charnay, Agnès Braud:
Reframing Continuous Input Attributes. ICTAI 2014: 31-38 - [c21]Chowdhury Farhan Ahmed, Clément Charnay, Nicolas Lachiche, Agnès Braud:
Reframing on Relational Data. ILP 2014: 1-15 - 2013
- [j11]Manziba Akanda Nishi, Chowdhury Farhan Ahmed, Md. Samiullah, Byeong-Soo Jeong:
Effective periodic pattern mining in time series databases. Expert Syst. Appl. 40(8): 3015-3027 (2013) - [c20]Md. Samiullah, Chowdhury Farhan Ahmed, Manziba Akanda Nishi, Anna Fariha, S. M. Abdullah, Md. Rafiqul Islam:
Correlation Mining in Graph Databases with a New Measure. APWeb 2013: 88-95 - [c19]Anna Fariha, Chowdhury Farhan Ahmed, Carson Kai-Sang Leung, S. M. Abdullah, Longbing Cao:
Mining Frequent Patterns from Human Interactions in Meetings Using Directed Acyclic Graphs. PAKDD (1) 2013: 38-49 - 2012
- [j10]Chowdhury Farhan Ahmed, Syed Khairuzzaman Tanbeer, Byeong-Soo Jeong, Young-Koo Lee, Ho-Jin Choi:
Single-pass incremental and interactive mining for weighted frequent patterns. Expert Syst. Appl. 39(9): 7976-7994 (2012) - [j9]Chowdhury Farhan Ahmed, Syed Khairuzzaman Tanbeer, Byeong-Soo Jeong, Ho-Jin Choi:
Interactive mining of high utility patterns over data streams. Expert Syst. Appl. 39(15): 11979-11991 (2012) - [c18]Shariful Islam, Anna Fariha, Chowdhury Farhan Ahmed, Byeong-Soo Jeong:
EGDIM: evolving graph database indexing method. ICUIMC 2012: 56:1-56:10 - 2011
- [j8]Chowdhury Farhan Ahmed, Syed Khairuzzaman Tanbeer, Byeong-Soo Jeong, Young-Koo Lee:
HUC-Prune: an efficient candidate pruning technique to mine high utility patterns. Appl. Intell. 34(2): 181-198 (2011) - [j7]Chowdhury Farhan Ahmed, Syed Khairuzzaman Tanbeer, Byeong-Soo Jeong, Ho-Jin Choi:
A framework for mining interesting high utility patterns with a strong frequency affinity. Inf. Sci. 181(21): 4878-4894 (2011) - 2010
- [c17]Chowdhury Farhan Ahmed, Syed Khairuzzaman Tanbeer, Byeong-Soo Jeong:
An Efficient Method for Incremental Mining of Share-Frequent Patterns. APWeb 2010: 147-153 - [c16]Syed Khairuzzaman Tanbeer, Chowdhury Farhan Ahmed, Byeong-Soo Jeong:
Mining Regular Patterns in Incremental Transactional Databases. APWeb 2010: 375-377 - [c15]Syed Khairuzzaman Tanbeer, Chowdhury Farhan Ahmed, Byeong-Soo Jeong:
Mining Regular Patterns in Data Streams. DASFAA (1) 2010: 399-413 - [c14]Chowdhury Farhan Ahmed, Syed Khairuzzaman Tanbeer, Byeong-Soo Jeong:
Mining High Utility Web Access Sequences in Dynamic Web Log Data. SNPD 2010: 76-81
2000 – 2009
- 2009
- [j6]Chowdhury Farhan Ahmed, Syed Khairuzzaman Tanbeer, Byeong-Soo Jeong, Young-Koo Lee:
An Efficient Algorithm for Sliding Window-Based Weighted Frequent Pattern Mining over Data Streams. IEICE Trans. Inf. Syst. 92-D(7): 1369-1381 (2009) - [j5]Syed Khairuzzaman Tanbeer, Chowdhury Farhan Ahmed, Byeong-Soo Jeong, Young-Koo Lee:
Efficient single-pass frequent pattern mining using a prefix-tree. Inf. Sci. 179(5): 559-583 (2009) - [j4]Syed Khairuzzaman Tanbeer, Chowdhury Farhan Ahmed, Byeong-Soo Jeong, Young-Koo Lee:
Sliding window-based frequent pattern mining over data streams. Inf. Sci. 179(22): 3843-3865 (2009) - [j3]Chowdhury Farhan Ahmed, Syed Khairuzzaman Tanbeer, Byeong-Soo Jeong, Young-Koo Lee:
Efficient Tree Structures for High Utility Pattern Mining in Incremental Databases. IEEE Trans. Knowl. Data Eng. 21(12): 1708-1721 (2009) - [c13]Chowdhury Farhan Ahmed, Syed Khairuzzaman Tanbeer, Byeong-Soo Jeong:
Efficient Mining of Weighted Frequent Patterns over Data Streams. HPCC 2009: 400-406 - [c12]Syed Khairuzzaman Tanbeer, Chowdhury Farhan Ahmed, Byeong-Soo Jeong:
Parallel and Distributed Frequent Pattern Mining in Large Databases. HPCC 2009: 407-414 - [c11]Chowdhury Farhan Ahmed, Syed Khairuzzaman Tanbeer, Byeong-Soo Jeong, Young-Koo Lee:
Mining high utility patterns in incremental databases. ICUIMC 2009: 656-663 - [c10]Syed Khairuzzaman Tanbeer, Chowdhury Farhan Ahmed, Byeong-Soo Jeong, Young-Koo Lee:
Discovering Periodic-Frequent Patterns in Transactional Databases. PAKDD 2009: 242-253 - [c9]Chowdhury Farhan Ahmed, Syed Khairuzzaman Tanbeer, Byeong-Soo Jeong, Young-Koo Lee:
An Efficient Candidate Pruning Technique for High Utility Pattern Mining. PAKDD 2009: 749-756 - 2008
- [j2]Syed Khairuzzaman Tanbeer, Chowdhury Farhan Ahmed, Byeong-Soo Jeong, Young-Koo Lee:
Mining Regular Patterns in Transactional Databases. IEICE Trans. Inf. Syst. 91-D(11): 2568-2577 (2008) - [j1]Chowdhury Farhan Ahmed, Syed Khairuzzaman Tanbeer, Byeong-Soo Jeong, Young-Koo Lee:
Handling Dynamic Weights in Weighted Frequent Pattern Mining. IEICE Trans. Inf. Syst. 91-D(11): 2578-2588 (2008) - [c8]Chowdhury Farhan Ahmed, Syed Khairuzzaman Tanbeer, Byeong-Soo Jeong, Young-Koo Lee:
Efficient Single-Pass Mining of Weighted Interesting Patterns. Australasian Conference on Artificial Intelligence 2008: 404-415 - [c7]Chowdhury Farhan Ahmed, Syed Khairuzzaman Tanbeer, Byeong-Soo Jeong, Young-Koo Lee:
ShrFP-Tree: An Efficient Tree Structure for Mining Share-Frequent Patterns. AusDM 2008: 79-86 - [c6]Syed Khairuzzaman Tanbeer, Chowdhury Farhan Ahmed, Byeong-Soo Jeong, Young-Koo Lee:
Efficient frequent pattern mining over data streams. CIKM 2008: 1447-1448 - [c5]Syed Khairuzzaman Tanbeer, Chowdhury Farhan Ahmed, Byeong-Soo Jeong, Young-Koo Lee:
RP-Tree: A Tree Structure to Discover Regular Patterns in Transactional Database. IDEAL 2008: 193-200 - [c4]Chowdhury Farhan Ahmed, Syed Khairuzzaman Tanbeer, Byeong-Soo Jeong, Young-Koo Lee:
Mining Weighted Frequent Patterns Using Adaptive Weights. IDEAL 2008: 258-265 - [c3]Syed Khairuzzaman Tanbeer, Chowdhury Farhan Ahmed, Byeong-Soo Jeong, Young-Koo Lee:
CP-Tree: A Tree Structure for Single-Pass Frequent Pattern Mining. PAKDD 2008: 1022-1027 - [c2]Chowdhury Farhan Ahmed, Syed Khairuzzaman Tanbeer, Byeong-Soo Jeong, Young-Koo Lee:
Mining Weighted Frequent Patterns in Incremental Databases. PRICAI 2008: 933-938 - 2005
- [c1]Md. Sumon Shahriar, A. R. Mustafa, Chowdhury Farhan Ahmed, Abu Ahmed Ferdaus, A. N. M. Zaheduzzaman, Shahed Anwar, Hafiz Md. Hasan Babu:
An Advanced Minimization Technique for Multiple Valued Multiple Output Logic Expressions Using LUT and Realization Using Current Mode CMOS. DSD 2005: 122-126
Coauthor Index
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