| A systematic assessment of numerical association rule mining methods M Kaushik, R Sharma, SA Peious, M Shahin, SB Yahia, D Draheim SN Computer Science 2 (5), 348, 2021 | 61 | 2021 |
| Big data analytics in association rule mining: A systematic literature review M Shahin, S Arakkal Peious, R Sharma, M Kaushik, S Ben Yahia, ... Proceedings of the 2021 3rd International Conference on Big Data Engineering …, 2021 | 36 | 2021 |
| On the potential of numerical association rule mining M Kaushik, R Sharma, SA Peious, M Shahin, S Ben Yahia, D Draheim International Conference on Future Data and Security Engineering, 3-20, 2020 | 30 | 2020 |
| Expected vs. unexpected: Selecting right measures of interestingness R Sharma, M Kaushik, SA Peious, SB Yahia, D Draheim International Conference on Big Data Analytics and Knowledge Discovery, 38-47, 2020 | 26 | 2020 |
| Cluster-based association rule mining for an intersection accident dataset M Shahin, S Saeidi, SA Shah, M Kaushik, R Sharma, SA Peious, ... 2021 International Conference on Computing, Electronic and Electrical …, 2021 | 23 | 2021 |
| A novel framework for unification of association rule mining, online analytical processing and statistical reasoning R Sharma, M Kaushik, SA Peious, A Bazin, SA Shah, I Fister, SB Yahia, ... IEEE Access 10, 12792-12813, 2022 | 19 | 2022 |
| Analysis of spatial features in CBIR system M Kaushik, R Sharma, A Vidhyarthi International Journal of Computer Applications 54 (17), 2012 | 19 | 2012 |
| Exploring factors in a crossroad dataset using cluster-based association rule mining M Shahin, MRH Iman, M Kaushik, R Sharma, T Ghasempouri, D Draheim Procedia Computer Science 201, 231-238, 2022 | 16 | 2022 |
| Grand reports: a tool for generalizing association rule mining to numeric target values S Arakkal Peious, R Sharma, M Kaushik, SA Shah, SB Yahia International Conference on Big Data Analytics and Knowledge Discovery, 28-37, 2020 | 15 | 2020 |
| Numerical association rule mining: a systematic literature review M Kaushik, R Sharma, I Fister Jr, D Draheim arXiv preprint arXiv:2307.00662, 2023 | 12 | 2023 |
| Impact-Driven Discretization of Numerical Factors: Case of Two- and Three-Partitioning M Kaushik, R Sharma, S Arakkal Peious, D Draheim 9th International Conference on Big Data Analytics, BDA 2021 13147, 244-260, 2021 | 12 | 2021 |
| Towards unification of statistical reasoning, OLAP and association rule mining: semantics and pragmatics R Sharma, M Kaushik, SA Peious, M Shahin, AS Yadav, D Draheim International conference on database systems for advanced applications, 596-603, 2022 | 8 | 2022 |
| On observing patterns of correlations during drill-down S Arakkal Peious, R Sharma, M Kaushik, M Shahin, D Draheim International Conference on Information Integration and Web Intelligence …, 2023 | 6 | 2023 |
| Detecting simpson’s paradox: a machine learning perspective R Sharma, H Garayev, M Kaushik, SA Peious, P Tiwari, D Draheim International Conference on Database and Expert Systems Applications, 323-335, 2022 | 6 | 2022 |
| Discretizing numerical attributes: An analysis of human perceptions M Kaushik, R Sharma, A Vidyarthi, D Draheim European Conference on Advances in Databases and Information Systems, 188-197, 2022 | 5 | 2022 |
| Detecting simpson’s paradox: A step towards fairness in machine learning R Sharma, M Kaushik, SA Peious, M Bertl, A Vidyarthi, A Kumar, ... European Conference on Advances in Databases and Information Systems, 67-76, 2022 | 5 | 2022 |
| Why Not to Trust Big Data: Discussing Statistical Paradoxes R Sharma, M Kaushik, SA Peious, M Shahin, A Vidyarthi, P Tiwari, ... International Conference on Database Systems for Advanced Applications, 50-63, 2022 | 4 | 2022 |
| Existence of the yule-simpson effect: an experiment with continuous data R Sharma, M Kaushik, SA Peious, M Shahin, A Vidyarthi, D Draheim 2022 12th International Conference on Cloud Computing, Data Science …, 2022 | 4 | 2022 |
| An analysis of human perception of partitions of numerical factor domains M Kaushik, R Sharma, M Shahin, SA Peious, D Draheim International Conference on Information Integration and Web, 137-144, 2022 | 3 | 2022 |
| Swarm-intelligence algorithms for mining numerical association rules: An exhaustive multi-aspect analysis of performance assessment data M Kaushik Available at SSRN 4399331, 0 | 1 | |
Dr Rahul SharmaTallinn University of TechnologyVerified email at taltech.ee
