| 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 | 76 | 2021 |
| Big data analytics in association rule mining: A systematic literature review M Shahin, S Arakkal Peious, M Kaushik, S Ben Yahia, SA Shah, ... 2021 the 3rd International Conference on Big Data Engineering and Technology …, 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 | 31 | 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 | 28 | 2021 |
| 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 | 24 | 2022 |
| Finding Indicator Diseases of Psychiatric Disorders in Big Data using Clustered Association Rule Mining M Bertl, M Shahin, P Ross, D Draheim | 23 | 2023 |
| 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 | 14 | 2022 |
| Distributed scalable association rule mining over covid-19 data M Shahin, W Inoubli, SA Shah, SB Yahia, D Draheim International Conference on Future Data and Security Engineering, 39-52, 2021 | 14 | 2021 |
| 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 | 12 | 2023 |
| Performance of a distributed apriori algorithm using the serverless functions of the apollo framework M Shahin, SA Shah, R Sharma, T Ghasempouri, JA Poveda, T Fahringer, ... Computer Science On-line Conference, 363-374, 2024 | 10 | 2024 |
| Significant factors extraction: A combined logistic regression and apriori association rule mining approach M Shahin, M Bertl, MRH Iman, T Ghasempouri, R Sharma, SA Shah, ... Computer Science On-line Conference, 295-311, 2024 | 9 | 2024 |
| Culturally-sensitive Cybersecurity Awareness Program Design for Iranian High-school Students R Karimnia, K Maennel, M Shahin | 9 | 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 | 8 | 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 | 6 | 2022 |
| Data Mining and Cybersecurity-Driven Solutions for CO Emissions Reduction of Different Maritime Shipping: A Multi-faceted Analysis S Rahimpour, M Shahin, Y Gülmez, S Bauk International Congress on Information and Communication Technology, 471-483, 2025 | 5 | 2025 |
| 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 | 5 | 2022 |
| Towards Smarter Maritime Security: Apriori Algorithm Optimization in Serverless Environments M Shahin, S Rahimpour, T Ghasempouri, S Bauk, T Fahringer, D Draheim Procedia Computer Science 257, 452-459, 2025 | 3 | 2025 |
| Cybersecurity of power electronic converters in maritime systems: Threat landscape, modeling, and resilient mitigation strategies S Rahimpour, M Shahin, S Bauk 2025 10th International Conference on Smart and Sustainable Technologies …, 2025 | 2 | 2025 |
| Efficient and Effective Association Rule Mining on Big Data and Cloud Technology: A Multifaceted Analysis M Shahin Tallinn University of Technology, 2024 | 2* | 2024 |
| Scalable data mining using a distributed apriori algorithm with apollo framework M Shahin, K Timofejev, JA Poveda, T Ghasempouri, T Fahringe, SA Shah, ... Authorea Preprints, 2024 | 2 | 2024 |
Dirk DraheimFull Professor in Information Society Technologies, Tallinn University of TechnologyVerified email at ttu.ee
