457 citations
- Innopolis UniversityRU9 papers
- University of MessinaIT8 papers
- Shanghai UniversityCN6 papers
- University of GujratPK6 papers
- University of Management and TechnologyPK6 papers
- Zhejiang Normal UniversityCN6 papers
- University of SharjahAE5 papers
- COMSATS University IslamabadPK4 papers
- National University of Sciences and TechnologyPK4 papers
- Centre National de la Recherche ScientifiqueFR3 papers
- King Saud UniversitySA3 papers
- Southwest Jiaotong UniversityCN3 papers
Showing 2009Show all
3 papers · 1 filter
cs.DB2009★ 9 cited
Using Association Rules for Better Treatment of Missing Values
Shariq Bashir, Saad Razzaq, Umer Maqbool +2
The quality of training data for knowledge discovery in databases (KDD) and data mining depends upon many factors, but handling missing values is considered to be a crucial factor…
cs.DB2009★ 3 cited
HybridMiner: Mining Maximal Frequent Itemsets Using Hybrid Database Representation Approach
Shariq Bashir, Abdul Rauf Baig
In this paper we present a novel hybrid (arraybased layout and vertical bitmap layout) database representation approach for mining complete Maximal Frequent Itemset (MFI) on sparse…
cs.DB2009★ 1 cited
FastLMFI: An Efficient Approach for Local Maximal Patterns Propagation and Maximal Patterns Superset Checking
Shariq Bashir, Abdul Rauf Baig
Maximal frequent patterns superset checking plays an important role in the efficient mining of complete Maximal Frequent Itemsets (MFI) and maximal search space pruning. In this pa…