Chowdhury Farhan Ahmed

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 46

Top Topics

Sequential Patterns

Top Venues

Expert Syst. Appl.

Publications

Md. Tanvir Alam, Chowdhury Farhan Ahmed, Md. Samiullah, Carson Kai-Sang Leung
Discovering Interesting Patterns from Hypergraphs. ACM Trans. Knowl. Discov. Data 18 (1) (2024)
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 (2024)
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)
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 (2024)
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) (2024)
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 (2024)
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)
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) (2023)
Md. Tanvir Alam, Amit Roy, Chowdhury Farhan Ahmed, Md. Ashraful Islam, Carson K. Leung
UGMINE: utility-based graph mining. Appl. Intell. 53 (1) (2023)
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)
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 (2022)
Mohammad Fahim Arefin, Chowdhury Farhan Ahmed, Redwan Ahmed Rizvee, Carson K. Leung, Longbing Cao
Mining Contextual Item Similarity without Concept Hierarchy. IMCOM (2022)
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) (2022)
Sabrina Zaman Ishita, Chowdhury Farhan Ahmed, Carson K. Leung
New approaches for mining regular high utility sequential patterns. Appl. Intell. 52 (4) (2022)
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)
Md. Tanvir Alam, Chowdhury Farhan Ahmed, Md. Samiullah, Carson K. Leung
Discriminating Frequent Pattern Based Supervised Graph Embedding for Classification. PAKDD (2) (2021)
Md. Tanvir Alam, Chowdhury Farhan Ahmed, Md. Samiullah, Carson K. Leung
Mining Frequent Patterns from Hypergraph Databases. PAKDD (2) (2021)
Md. Tanvir Alam, Amit Roy, Chowdhury Farhan Ahmed, Md. Ashraful Islam, Carson K. Leung
Mining High Utility Subgraphs. ICDM (Workshops) (2021)
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)
Redwan Ahmed Rizvee, Mohammad Fahim Arefin, Chowdhury Farhan Ahmed
Tree-Miner: Mining Sequential Patterns from SP-Tree. PAKDD (2) (2020)
Fariha Moomtaheen Upoma, Salsabil Ahmed Khan, Chowdhury Farhan Ahmed, Tahira Alam, Sabit Anwar Zahin, Carson K. Leung
Discovering Correlation in Frequent Subgraphs. IMCOM (2019)
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)
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)
Jesan Ahammed Ovi, Chowdhury Farhan Ahmed, Carson K. Leung, Adam G. M. Pazdor
Mining Weighted Frequent Patterns from Uncertain Data Streams. IMCOM (2019)
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)
Md Mahmudur Rahman, Chowdhury Farhan Ahmed, Carson Kai-Sang Leung
Mining weighted frequent sequences in uncertain databases. Inf. Sci. 479 (2019)
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 (2019)
Sabrina Zaman Ishita, Chowdhury Farhan Ahmed, Carson K. Leung, Calvin H. S. Hoi
Mining Regular High Utility Sequential Patterns in Static and Dynamic Databases. IMCOM (2019)
Mohammad Fahim Arefin, Maliha Tashfia Islam, Chowdhury Farhan Ahmed
Mining Sequential Correlation with a New Measure. ICDM (2018)
Sabrina Zaman Ishita, Faria Noor, Chowdhury Farhan Ahmed
An Efficient Approach for Mining Weighted Sequential Patterns in Dynamic Databases. ICDM (2018)
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)
Sayma Akther, Md. Rezaul Karim, Md. Samiullah, Chowdhury Farhan Ahmed
Mining non-redundant closed flexible periodic patterns. Eng. Appl. Artif. Intell. 69 (2018)
Abeda Sultana, Hosneara Ahmed, Chowdhury Farhan Ahmed
A New Approach for Mining Representative Patterns. ICDM (2018)
Md Shadman Rafid, Mohammad Mazedul Islam, Md. Naimul Hoque, Chowdhury Farhan Ahmed
Reframing for Non-Linear Dataset Shift. EGC (2018)
Rutba Aman, Chowdhury Farhan Ahmed
Mining Cross-Level Closed Sequential Patterns. ICDM (2018)
Md Mahmudur Rahman, Chowdhury Farhan Ahmed, Carson K. Leung, Adam G. M. Pazdor
Frequent Sequence Mining with Weight Constraints in Uncertain Databases. IMCOM (2018)
Sabit Anwar Zahin, Chowdhury Farhan Ahmed, Tahira Alam
An effective method for classification with missing values. Appl. Intell. 48 (10) (2018)
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)
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 (2018)
Tahira Alam, Sabit Anwar Zahin, Mohammad Samiullah, Chowdhury Farhan Ahmed
An Efficient Approach for Mining Frequent Subgraphs. PReMI (2017)
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 (2017)
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 (2017)
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)
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) (2016)
Akiz Uddin Ahmed, Chowdhury Farhan Ahmed, Md. Samiullah, Nahim Adnan, Carson Kai-Sang Leung
Mining interesting patterns from uncertain databases. Inf. Sci. 354 (2016)
Md. Naimul Hoque, Chowdhury Farhan Ahmed, Nicolas Lachiche, Carson K. Leung, Hao Zhang
Reframing in Clustering. ICTAI (2016)
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 (2015)
Amit Mandal, Mehedi Hasan, Anna Fariha, Chowdhury Farhan Ahmed
GSCS - Graph Stream Classification with Side Information. APWeb (2015)
Chowdhury Farhan Ahmed, Md. Samiullah, Nicolas Lachiche, Meelis Kull, Peter A. Flach
Reframing in Frequent Pattern Mining. ICTAI (2015)
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)
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) (2015)
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 (2015)
Chowdhury Farhan Ahmed, Clément Charnay, Nicolas Lachiche, Agnès Braud
Reframing on Relational Data. ILP (2014)
Chowdhury Farhan Ahmed, Nicolas Lachiche, Clément Charnay, Agnès Braud
Reframing Continuous Input Attributes. ICTAI (2014)
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) (2014)
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) (2014)
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)
Manziba Akanda Nishi, Chowdhury Farhan Ahmed, Md. Samiullah, Byeong-Soo Jeong
Effective periodic pattern mining in time series databases. Expert Syst. Appl. 40 (8) (2013)
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)
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) (2012)
Shariful Islam, Anna Fariha, Chowdhury Farhan Ahmed, Byeong-Soo Jeong
EGDIM: evolving graph database indexing method. ICUIMC (2012)
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) (2012)
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) (2011)
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) (2011)
Chowdhury Farhan Ahmed, Syed Khairuzzaman Tanbeer, Byeong-Soo Jeong
An Efficient Method for Incremental Mining of Share-Frequent Patterns. APWeb (2010)
Syed Khairuzzaman Tanbeer, Chowdhury Farhan Ahmed, Byeong-Soo Jeong
Mining Regular Patterns in Incremental Transactional Databases. APWeb (2010)
Syed Khairuzzaman Tanbeer, Chowdhury Farhan Ahmed, Byeong-Soo Jeong
Mining Regular Patterns in Data Streams. DASFAA (1) (2010)
Chowdhury Farhan Ahmed, Syed Khairuzzaman Tanbeer, Byeong-Soo Jeong
Mining High Utility Web Access Sequences in Dynamic Web Log Data. SNPD (2010)
Chowdhury Farhan Ahmed, Syed Khairuzzaman Tanbeer, Byeong-Soo Jeong
Efficient Mining of Weighted Frequent Patterns over Data Streams. HPCC (2009)
Syed Khairuzzaman Tanbeer, Chowdhury Farhan Ahmed, Byeong-Soo Jeong, Young-Koo Lee
Discovering Periodic-Frequent Patterns in Transactional Databases. PAKDD (2009)
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. (7) (2009)
Chowdhury Farhan Ahmed, Syed Khairuzzaman Tanbeer, Byeong-Soo Jeong, Young-Koo Lee
An Efficient Candidate Pruning Technique for High Utility Pattern Mining. PAKDD (2009)
Syed Khairuzzaman Tanbeer, Chowdhury Farhan Ahmed, Byeong-Soo Jeong
Parallel and Distributed Frequent Pattern Mining in Large Databases. HPCC (2009)
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) (2009)
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) (2009)
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) (2009)
Chowdhury Farhan Ahmed, Syed Khairuzzaman Tanbeer, Byeong-Soo Jeong, Young-Koo Lee
Mining high utility patterns in incremental databases. ICUIMC (2009)
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)
Chowdhury Farhan Ahmed, Syed Khairuzzaman Tanbeer, Byeong-Soo Jeong, Young-Koo Lee
Mining Weighted Frequent Patterns in Incremental Databases. PRICAI (2008)
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)
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)
Chowdhury Farhan Ahmed, Syed Khairuzzaman Tanbeer, Byeong-Soo Jeong, Young-Koo Lee
Handling Dynamic Weights in Weighted Frequent Pattern Mining. IEICE Trans. Inf. Syst. (11) (2008)
Syed Khairuzzaman Tanbeer, Chowdhury Farhan Ahmed, Byeong-Soo Jeong, Young-Koo Lee
Mining Regular Patterns in Transactional Databases. IEICE Trans. Inf. Syst. (11) (2008)
Chowdhury Farhan Ahmed, Syed Khairuzzaman Tanbeer, Byeong-Soo Jeong, Young-Koo Lee
Mining Weighted Frequent Patterns Using Adaptive Weights. IDEAL (2008)
Syed Khairuzzaman Tanbeer, Chowdhury Farhan Ahmed, Byeong-Soo Jeong, Young-Koo Lee
Efficient frequent pattern mining over data streams. CIKM (2008)
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)
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)