| 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 | 43 | 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 | 23 | 2020 |
| Big data analytics in association rule mining: A systematic literature review M Shahin, S Arakkal Peious, R Sharma, M Kaushik, S Ben Yahia, ... 2021 the 3rd International Conference on Big Data Engineering and Technology …, 2021 | 20 | 2021 |
| 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 | 19 | 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 | 17 | 2021 |
| 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 | 11 | 2020 |
| Impact-driven discretization of numerical factors: case of two-and three-partitioning M Kaushik, R Sharma, SA Peious, D Draheim International Conference on Big Data Analytics, 244-260, 2021 | 10 | 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 | 9 | 2022 |
| 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 | 5 | 2022 |
| A systematic assessment of numerical association rule mining methods. SN Comput. Sci. 2 (5), 1–13 (2021) M Kaushik, R Sharma, SA Peious, M Shahin, SB Yahia, D Draheim | 5 | |
| 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 | 4 | 2022 |
| 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 | 4 | 2022 |
| Towards unification of decision support technologies: statistical reasoning. OLAP and Association Rule Mining R Sharma, SA Peious Accessed: Dec, 2021 | 4 | 2021 |
| Enabling sensemaking and trust in communities: an organizational perspective SA Peious, S Suran, V Pattanaik, D Draheim The 23rd International Conference on Information Integration and Web …, 2021 | 3 | 2021 |
| 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 | 2 | 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 | 2 | 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 | 1 | 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 | | 2023 |
| An Analysis of Human Perception of Partitions of Numerical Factor Domains SA Peious, D Draheim Information Integration and Web Intelligence: 24th International Conference …, 2022 | | 2022 |
Dirk DraheimFull Professor in Information Society Technologies, Tallinn University of TechnologyBestätigte E-Mail-Adresse bei ttu.ee
