• Big data analytics in association rule mining : a systematic literature reviewShahin, Mahtab; Arakkal Peious, Sijo; Sharma, Rahul; Kaushik, Minakshi; Ben Yahia, Sadok; Shah, Syed Attique; Draheim, DirkBDET 2021: 2021 the 3rd International Conference on Big Data Engineering and Technology (BDET) : proceedings2021 / p. 40-49 https://doi.org/10.1145/3474944.3474951 https://www.scopus.com/sourceid/11600154611 https://www.scopus.com/record/display.uri?eid=2-s2.0-85118187459&origin=inward&txGid=03bbb89897498d74fe2838293db23239
• Cluster-based association rule mining for an intersection accident datasetShahin, Mahtab; Saeidi, Soheila; Shah, Syed Attique; Kaushik, Minakshi; Sharma, Rahul; Arakkal Peious, Sijo; Draheim, Dirk2021 International Conference on Computing, Electronic and Electrical Engineering (ICE Cube), 26-27 November 2021 : proceedings2021 / 6 p https://doi.org/10.1109/ICECube53880.2021.9628206
• Culturally-sensitive cybersecurity awareness program design for Iranian high-school studentsKarimnia, Rooya; Maennel, Kaie; Shahin, MahtabProceedings of the 8th International Conference on Information Systems Security and Privacy (ICISSP), 9-11 February, 20222022 / p. 121-132 https://doi.org/10.5220/0010824800003120
• DatApollo : Orchestration of serverless functions for scalable data miningShahin, Mahtab; Bertl, Markus; Janatian, Nasim; Aznar-Poveda, Juan; Shah, Syed Attique; Fahringer, Thomas; Arakkal Peious, Sijo; Draheim, DirkIEEE Access2025 / p. 142813-142828 https://doi.org/10.1109/ACCESS.2025.3591712
• Distributed scalable association rule mining over Covid-19 dataShahin, Mahtab; Inoubli, Wissem; Shah, Syed Attique; Ben Yahia, Sadok; Draheim, DirkFuture Data and Security Engineering : 8th International Conference, FDSE 2021, Virtual Event, November 24–26, 2021 : proceedings2021 / p. 39-52 https://doi.org/10.1007/978-3-030-91387-8_3 https://www.scopus.com/sourceid/25674 https://www.scopus.com/record/display.uri?eid=2-s2.0-85121143505&origin=inward&txGid=b599e3fc3ba58faf2d4c54cee671344d
• Efficient and effective association rule mining on big data and cloud technology : a multifaceted analysis = Tõhus ja efektiivne assotsiatsioonireeglite kaevandamine suurandmetel ja pilvetehnoloogial : mitmekülgne analüüsShahin, Mahtab2024 https://www.ester.ee/record=b5701564*est https://digikogu.taltech.ee/et/Item/5cb16841-6d26-495f-88bb-5ae980bcd258 https://doi.org/10.23658/taltech.50/2024
• Existence of the Yule-Simpson effect : an experiment with continuous dataSharma, Rahul; Kaushik, Minakshi; Arakkal Peious, Sijo; Shahin, Mahtab; Vidyarthi, Ankit; Draheim, DirkProceedings of the Confluence 2022 : 12th International Conference on Cloud Computing, Data Science & Engineering, 27-28 January 2022 : Virtual2022 / p. 351-355 https://doi.org/10.1109/Confluence52989.2022.9734211
• Exploring factors in a crossroad dataset using cluster-based association rule miningShahin, Mahtab; Heidari Iman, Mohammad Reza; Kaushik, Minakshi; Sharma, Rahul; Ghasempouri, Tara; Draheim, DirkProcedia computer science2022 / p. 231-238 : ill https://doi.org/10.1016/j.procs.2022.03.032 https://www.scopus.com/sourceid/19700182801 https://www.scopus.com/record/display.uri?eid=2-s2.0-85132188116&origin=inward&txGid=2f2ed8feec1196d5f8ec3b79fcee4c88
• Finding indicator diseases of psychiatric disorders in BigData using Clustered Association rule miningBertl, Markus; Shahin, Mahtab; Ross, Peeter; Draheim, DirkSAC '23: proceedings of the 38th ACM/SIGAPP Symposium on Applied Computing : Tallinn Estonia, March 27-31, 20232023 / art. 4, p. 826-833 : tab https://doi.org/10.1145/3555776.3577594
• Implementation of e-birth registration systems : potential and challenges the case study of IranShahin, Mahtab; Eskandri, Fatemeh; Ahmed, Rozha Kamal; Draheim, DirkICT systems and sustainability : proceedings of ICT4SD 2021, Volume 12022 / p. 861-872 : ill https://doi.org/10.1007/978-981-16-5987-4_85 https://www.scopus.com/sourceid/21100901469 https://www.scopus.com/record/display.uri?eid=2-s2.0-85123322115&origin=inward&txGid=9d5577f2d99fe1f7f31a0411aaacfd85
• Leveraging Large Language Models for IoT Applications : A Maritime Image Dataset PerspectiveShahin, Mahtab; Rahimpour, Saeed; Ghasempouri, Tara; Kujalai, Pentti; Bauk, Sanja10th International Conference On Smart And Sustainable Technologies2025
• Meteorological Insights : Scalable Weather Pattern Mining in Tallinn and TartuShahin, Mahtab; Ghasempouri, Tara; Aznar Poveda, Juan; Janatian, Nasim; Fahringer, Thomas; Attique Shah, Syed; Draheim, Dirk2025 / 10 p.
• An analysis of human perception of partitions of numerical factor domainsKaushik, Minakshi; Sharma, Rahul; Shahin, Mahtab; Arakkal Peious, Sijo; Draheim, DirkLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) ; Vol. 13635 LNCS2022 / p. 137-144 https://doi.org/10.1007/978-3-031-21047-1_13 https://www.scopus.com/sourceid/25674 https://www.scopus.com/record/display.uri?eid=2-s2.0-85145008815&origin=inward&txGid=b210ecec54c3987e704366d6bf170f3a https://jcr.clarivate.com/jcr-jp/journal-profile?journal=LECT%20NOTES%20ARTIF%20INT&year=2005 https://www.webofscience.com/wos/woscc/full-record/WOS:000927884900013
• On Choosing the Columnar In-Memory Database Hyrise as High-Performant Implementation Platform for the Grandreport ToolArakkal Peious, Sijo; Kaushik, Minakshi; Shahin, Mahtab; Sharma, Rahul; Draheim, Dirktechrxiv.org2025 / 7 p http://doi.org/10.36227/techrxiv.174015861.15410981/v1
• On observing patterns of correlations during drill-downArakkal Peious, Sijo; Sharma, Rahul; Kaushik, Minakshi; Shahin, Mahtab; Draheim, DirkInformation Integration and Web Intelligence, 25th International Conference, iiWAS 2023, Denpasar, Bali, Indonesia, December 4–6, 2023 : proceedings2023 / p. 134-143 : ill https://doi.org/10.1007/978-3-031-48316-5_16 https://www.scopus.com/sourceid/25674 https://www.scopus.com/record/display.uri?eid=2-s2.0-85178660496&origin=inward&txGid=94cdcbda598f04c1bb7668ae39d910df
• On the potential of numerical association rule miningKaushik, Minakshi; Sharma, Rahul; Arakkal Peious, Sijo; Shahin, Mahtab; Ben Yahia, Sadok; Draheim, DirkFuture Data and Security Engineering. Big Data, Security and Privacy, Smart City and Industry 4.0 Applications : 7th International Conference, FDSE 2020, Quy Nhon, Vietnam, November 25–27, 2020 : proceedings2020 / p. 3-20 https://doi.org/10.1007/978-981-33-4370-2_1 https://www.scopus.com/sourceid/17700155007 https://www.scopus.com/record/display.uri?eid=2-s2.0-85097395086&origin=inward&txGid=a12a6d463ea9145980cceba68e4d3197
• Orchestration of serverless functions for scalable association rule mining with ApolloShahin, Mahtab; Janatian, Nasim; Poveda, Juan Aznar; Fahringer, Thomas; Ghasempouri, Tara; Shah, Syed Attique; Draheim, Dirktechrxiv.org2024 / 20 p https://doi.org//10.36227/techrxiv.172101151.16682756/v1
• Performance of a distributed apriori algorithm using the serverless functions of the Apollo frameworkShahin, Mahtab; Shah, Syed Attique; Sharma, Rahul; Ghasempouri, Tara; Poveda, Juan Aznar; Fahringer, Thomas; Draheim, DirkMachine Learning Methods in Systems : proceedings of 13th Computer Science On-line Conference 20242024 / 12 p https://link.springer.com/book/9783031705946 https://doi.org/10.1007/978-3-031-70595-3_37 https://www.scopus.com/sourceid/21100901469 https://www.scopus.com/record/display.uri?eid=2-s2.0-85208608005&origin=resultslist&sort=plf-f&src=s&sot=b&sdt=b&s=ALL%28%22Performance+of+a+distributed+apriori+algorithm+using+the+serverless+functions+of+the+Apollo+framework%22%29&sessionSearchId=a1950993a8713b95c4defac4e2fbf8c1&relpos=1 https://www.webofscience.com/wos/woscc/full-record/WOS:001437390900037
• Significant factors extraction : a combined logistic regression and apriori association rule mining approachShahin, Mahtab; Burtl, Markus; Heidari Iman, Mohammad Reza; Ghasempouri, Tara; Sharma, Rahul; Shah, Syed Attique; Draheim, DirkMachine Learning Methods in Systems : proceedings of 13th Computer Science On-line Conference 2024 ; Vol. 42024 / p. 295-311 https://link.springer.com/book/9783031705946 https://doi.org/10.1007/978-3-031-70595-3_30 https://www.scopus.com/sourceid/21100901469 https://www.scopus.com/pages/publications/85208622501?inward https://www.webofscience.com/wos/woscc/full-record/WOS:001437390900030
• A systematic assessment of numerical association rule mining methodsKaushik, Minakshi; Sharma, Rahul; Arakkal Peious, Sijo; Shahin, Mahtab; Ben Yahia, Sadok; Draheim, DirkSN Computer Science2021 / art. 348 https://doi.org/10.1007/s42979-021-00725-2 https://www.scopus.com/sourceid/21101083109 https://www.scopus.com/record/display.uri?eid=2-s2.0-85118170022&origin=inward&txGid=30b541b6e3ca827ed1019310954b3a2f
• Towards smarter maritime security : Apriori algorithm optimization in serverless environmentsShahin, Mahtab; Rahimpour, Saeed; Ghasempouri, Tara; Bauk, Sanja; Fahringer, Tara; Draheim, DirkProcedia computer science2025 / p. 1 - 8 https://scholar.google.com/citations?view_op=view_citation&hl=en&user=9AGg5vkAAAAJ&cstart=20&pagesize=80&citation_for_view=9AGg5vkAAAAJ:-f6ydRqryjwC
• Towards unification of statistical reasoning, OLAP and association rule mining : semantics and pragmaticsSharma, Rahul; Kaushik, Minakshi; Arakkal Peious, Sijo; Shahin, Mahtab; Draheim, DirkDatabase Systems for Advanced Applications : 27th International Conference, DASFAA 2022, Virtual Event, April 11–14, 2022 : proceedings. Part I2022 / p. 596–603 https://doi.org/10.1007/978-3-031-00123-9_48 https://www.scopus.com/sourceid/25674 https://www.scopus.com/record/display.uri?eid=2-s2.0-85129906387&origin=inward&txGid=36195c4d0cfdc4206889d04738052798 https://jcr.clarivate.com/jcr-jp/journal-profile?journal=LECT%20NOTES%20ARTIF%20INT&year=2005 https://www.webofscience.com/wos/woscc/full-record/WOS:000873153800048
• Why not to trust big data : discussing statistical paradoxesSharma, Rahul; Kaushik, Minakshi; Arakkal Peious, Sijo; Shahin, Mahtab; Vidyarthi, Ankit; Tiwari, Prayag; Draheim, DirkDatabase Systems for Advanced Applications : DASFAA 2022, International Workshops BDMS, BDQM, GDMA, IWBT, MATQTDS, and PMBD, Virtual Event, April 11–14, 2022 : proceedings2022 / p. 50-63 : ill https://doi.org/10.1007/978-3-031-11217-1_4 https://www.scopus.com/sourceid/25674 https://www.scopus.com/record/display.uri?eid=2-s2.0-85135092196&origin=inward&txGid=6341e96b782f7ed627f86f89d1961a49 https://jcr.clarivate.com/jcr-jp/journal-profile?journal=LECT%20NOTES%20ARTIF%20INT&year=2005 https://www.webofscience.com/wos/woscc/full-record/WOS:000878075300004