TY - JOUR AU - Gb, J. AU - Maran, K. PY - 2018 DA - 2018// TI - Influence of the Value Added Services (VAS) consumer decision with the brand names JO - Int J Sup Chain Mgt VL - 7 ID - Gb2018 ER - TY - JOUR AU - Olya, H. AU - Altinay, L. AU - Vita, G. PY - 2018 DA - 2018// TI - An exploratory study of value added services JO - J Serv Mark. VL - 32 UR - https://doi.org/10.1108/JSM-12-2016-0415 DO - 10.1108/JSM-12-2016-0415 ID - Olya2018 ER - TY - JOUR AU - Chen, M. C. AU - Chiu, A. L. AU - Chang, H. H. PY - 2005 DA - 2005// TI - Mining changes in customer behavior in retail marketing JO - Expert Syst Appl VL - 28 UR - https://doi.org/10.1016/j.eswa.2004.12.033 DO - 10.1016/j.eswa.2004.12.033 ID - Chen2005 ER - TY - JOUR AU - Liu, J. AU - Gu, Y. AU - Kamijo, S. PY - 2017 DA - 2017// TI - Customer behavior classification using surveillance camera for marketing JO - Multimed Tools Appl VL - 76 UR - https://doi.org/10.1007/s11042-016-3342-1 DO - 10.1007/s11042-016-3342-1 ID - Liu2017 ER - TY - JOUR AU - Kaur, M. AU - Kang, S. PY - 2016 DA - 2016// TI - Market Basket Analysis: identify the changing trends of market data using association rule mining JO - Procedia Comput Sci VL - 85 UR - https://doi.org/10.1016/j.procs.2016.05.180 DO - 10.1016/j.procs.2016.05.180 ID - Kaur2016 ER - TY - JOUR AU - Mansur, A. AU - Kuncoro, T. PY - 2012 DA - 2012// TI - Product inventory predictions at small medium enterprise using market basket analysis approach-neural networks JO - Procedia Econ Financ VL - 4 UR - https://doi.org/10.1016/S2212-5671(12)00346-2 DO - 10.1016/S2212-5671(12)00346-2 ID - Mansur2012 ER - TY - JOUR AU - Haghighatnia, S. AU - Abdolvand, N. AU - Rajaee, H. S. PY - 2018 DA - 2018// TI - Evaluating discounts as a dimension of customer behavior analysis JO - J Mark Commun VL - 24 UR - https://doi.org/10.1080/13527266.2017.1410210 DO - 10.1080/13527266.2017.1410210 ID - Haghighatnia2018 ER - TY - JOUR AU - Kurniawan, F. AU - Umayah, B. AU - Hammad, J. AU - Nugroho, S. M. AU - Hariadi, M. PY - 2018 DA - 2018// TI - Market Basket Analysis to identify customer behaviours by way of transaction data JO - Knowl Eng Data Sci VL - 1 UR - https://doi.org/10.17977/um018v1i12018p20-25 DO - 10.17977/um018v1i12018p20-25 ID - Kurniawan2018 ER - TY - JOUR AU - Musalem, A. AU - Aburto, L. AU - Bosch, M. PY - 2018 DA - 2018// TI - Market basket analysis insights to support category management JO - Eur J Mark UR - https://doi.org/10.1108/EJM-06-2017-0367 DO - 10.1108/EJM-06-2017-0367 ID - Musalem2018 ER - TY - JOUR AU - Szymkowiak, M. AU - Klimanek, T. AU - Józefowski, T. PY - 2018 DA - 2018// TI - Applying market basket analysis to official statistical data JO - Econometrics VL - 22 UR - https://doi.org/10.15611/eada.2018.1.03 DO - 10.15611/eada.2018.1.03 ID - Szymkowiak2018 ER - TY - JOUR AU - Valle, M. A. AU - Ruz, G. A. AU - Morrás, R. PY - 2018 DA - 2018// TI - Market basket analysis: complementing association rules with minimum spanning trees JO - Expert Syst Appl VL - 97 UR - https://doi.org/10.1016/j.eswa.2017.12.028 DO - 10.1016/j.eswa.2017.12.028 ID - Valle2018 ER - TY - CHAP AU - Jain, S. AU - Sharma, N. K. AU - Gupta, S. AU - Doohan, N. ED - Kapur, P. ED - Kumar, U. ED - Verma, A. PY - 2018 DA - 2018// TI - Business strategy prediction system for market basket analysis BT - Quality, IT and business operations. Springer proceedings in business and economics PB - Springer CY - Singapore UR - https://doi.org/10.1007/978-981-10-5577-5_8 DO - 10.1007/978-981-10-5577-5_8 ID - Jain2018 ER - TY - STD TI - Srivastava N, Stuti, Gupta K, Baliyan N. Improved market basket analysis with utility mining. In: Proceedings of 3rd international conference on internet of things and connected technologies (ICIoTCT); 2018. p. 26–7. ID - ref13 ER - TY - JOUR AU - Deng, Z. AU - Wang, Z. AU - Jiang, J. PY - 2012 DA - 2012// TI - A new algorithm for fast mining frequent itemsets using N-lists JO - Sci China Inf Sci VL - 55 UR - https://doi.org/10.1007/s11432-012-4638-z DO - 10.1007/s11432-012-4638-z ID - Deng2012 ER - TY - JOUR AU - Abdiansah, A. AU - Wardoyo, R. PY - 2015 DA - 2015// TI - Time complexity analysis of support vector machines (SVM) in LibSVM JO - Int J Comput Appl VL - 128 ID - Abdiansah2015 ER - TY - JOUR AU - Seyedan, M. AU - Mafakheri, F. PY - 2020 DA - 2020// TI - Predictive big data analytics for supply chain demand forecasting: methods, applications, and research opportunities JO - J Big Data VL - 7 UR - https://doi.org/10.1186/s40537-020-00329-2 DO - 10.1186/s40537-020-00329-2 ID - Seyedan2020 ER - TY - JOUR AU - Yudhistyra, W. I. AU - Risal, E. M. AU - Raungratanaamporn, I. S. AU - Ratanavaraha, V. PY - 2020 DA - 2020// TI - Using big data analytics for decision making: analyzing customer behavior using association rule mining in a gold, silver, and precious metal trading company in Indonesia JO - Int J Data Sci VL - 1 UR - https://doi.org/10.18517/ijods.1.2.57-71.2020 DO - 10.18517/ijods.1.2.57-71.2020 ID - Yudhistyra2020 ER - TY - JOUR AU - Jiang, H. AU - Kwong, C. K. AU - Kremer, G. O. AU - Park, W. Y. PY - 2019 DA - 2019// TI - Dynamic modelling of customer preferences for product design using DENFIS and opinion mining JO - Adv Eng Inform VL - 42 UR - https://doi.org/10.1016/j.aei.2019.100969 DO - 10.1016/j.aei.2019.100969 ID - Jiang2019 ER - TY - JOUR AU - Venkatachari, K. AU - Chandrasekaran, I. D. PY - 2016 DA - 2016// TI - Market basket analysis using fp growth and apriori algorithm: a case study of mumbai retail store JO - BVIMSR’s J Manag Res VL - 8 ID - Venkatachari2016 ER - TY - JOUR AU - Sherly, K. K. AU - Nedunchezhian, R. PY - 2015 DA - 2015// TI - A improved incremental and interactive frequent pattern mining techniques for market basket analysis and fraud detection in distributed and parallel systems JO - Indian J Sci Technol VL - 8 UR - https://doi.org/10.17485/ijst/2015/v8i18/55109 DO - 10.17485/ijst/2015/v8i18/55109 ID - Sherly2015 ER - TY - STD TI - Pelleg D, Moore AW. X-means: Extending k-means with efficient estimation of the number of clusters, vol. 1. InIcml; 2000. p. 727–34. ID - ref21 ER - TY - STD TI - Kiran A, Vasumathi D. Data mining: min–max normalization based data perturbation technique for privacy preservation. In: Proceedings of the third international conference on computational intelligence and informatics. Singapore: Springer; 2020. p. 723–34. ID - ref22 ER - TY - JOUR AU - Likas, A. AU - Vlassis, N. PY - 2003 DA - 2003// TI - The global k-means clustering algorithm JO - Pattern Recognit VL - 36 UR - https://doi.org/10.1016/S0031-3203(02)00060-2 DO - 10.1016/S0031-3203(02)00060-2 ID - Likas2003 ER - TY - JOUR AU - Ossama, O. AU - Mokhtar, H. M. O. AU - El-Sharkawi, M. E. PY - 2011 DA - 2011// TI - An extended k-means technique for clustering moving objects JO - Egypt Inf J VL - 12 ID - Ossama2011 ER - TY - JOUR AU - Le, T. AU - Vo, B. PY - 2015 DA - 2015// TI - An N-list-based algorithm for mining frequent closed patterns JO - Expert Syst Appl VL - 42 UR - https://doi.org/10.1016/j.eswa.2015.04.048 DO - 10.1016/j.eswa.2015.04.048 ID - Le2015 ER - TY - JOUR AU - Fahad, A. AU - Alshatri, N. AU - Tari, Z. AU - Alamri, A. AU - Khalil, I. AU - Zomaya, A. Y. PY - 2014 DA - 2014// TI - IEEE transactions on a survey of clustering algorithms for big data : taxonomy and empirical analysis JO - IEEE Trans Emerg Top Comput VL - 2 UR - https://doi.org/10.1109/TETC.2014.2330519 DO - 10.1109/TETC.2014.2330519 ID - Fahad2014 ER - TY - JOUR AU - Lorbeer, B. AU - Kosareva, A. AU - Deva, B. AU - Softić, D. AU - Ruppel, P. AU - Küpper, A. PY - 2018 DA - 2018// TI - Variations on the clustering algorithm BIRCH JO - Big Data Res VL - 11 UR - https://doi.org/10.1016/j.bdr.2017.09.002 DO - 10.1016/j.bdr.2017.09.002 ID - Lorbeer2018 ER - TY - JOUR AU - Do, C. B. AU - Batzoglou, S. PY - 2008 DA - 2008// TI - What is the expectation maximization algorithm? JO - Nat Biotechnol VL - 26 UR - https://doi.org/10.1038/nbt1406 DO - 10.1038/nbt1406 ID - Do2008 ER - TY - STD TI - Hinneburg A, Keim DA. Optimal grid-clustering: towards breaking the curse of dimensionality in high-dimensional clustering; 1999. ID - ref29 ER - TY - JOUR AU - Rehioui, H. AU - Idrissi, A. AU - Abourezq, M. AU - Zegrari, F. PY - 2016 DA - 2016// TI - DENCLUE-IM: a new approach for big data clustering JO - Procedia Comput Sci VL - 83 UR - https://doi.org/10.1016/j.procs.2016.04.265 DO - 10.1016/j.procs.2016.04.265 ID - Rehioui2016 ER -