Research output per year
Research output per year
Search results
-
A Clustering Approach for Outliers Detection in a Big Point-of-Sales Database
Yoseph, F. & Heikkilä, M., 2019, 2019 International Conference on Machine Learning and Data Engineering (iCMLDE). Kyu Rhee, P., Hwa, K-Y., Pai, T-W., Howard, D. & Rezaul Bashar, M. (eds.). IEEE, p. 65–71Research output: Chapter in Book/Conference proceeding › Conference contribution › Scientific › peer-review
Open AccessFile3 Citations (Scopus)67 Downloads (Pure) -
Credit Risk Evaluation in Peer-to-peer Lending With Linguistic Data Transformation and Supervised Learning: -
Mezei, J., Byanjankar, A. & Heikkilä, M., 2018, Proceedings of the Annual Hawaii International Conference on System Sciences. Proceedings of the Annual Hawaii International Conference on System Sciences, p. 1366–1375Research output: Chapter in Book/Conference proceeding › Conference contribution › Scientific › peer-review
13 Citations (Scopus) -
Fuzzy C-Means for Fraud Detection in Large Transaction Data Sets
Carlsson, C., Heikkilä, M. & Wang, X., 2018, 2018 IEEE International Conference on Fuzzy Systems (FUZZ). The Institute of Electrical and Electronics Engineers, p. –Research output: Chapter in Book/Conference proceeding › Conference contribution › Scientific › peer-review
1 Citation (Scopus) -
Fuzzy entropy used for predictive analytics
Carlsson, C., Heikkilä, M. & Mezei, J., 2015, Proceedings of the 2015 IEEE internation conference on fuzzy systems. et al., A. Y. (ed.). p. –Research output: Chapter in Book/Conference proceeding › Conference contribution › Scientific › peer-review
5 Citations (Scopus) -
Outliers Identification Model in Point-of-Sales Data Using Enhanced Normal Distribution Method
Yoseph, F., Heikkilä, M. & Howard, D., 2019, 2019 International Conference on Machine Learning and Data Engineering (iCMLDE). Kyu Rhee, P., Hwa, K-Y., Pai, T-W., Howard, D. & Rezaul Bashar, M. (eds.). IEEE, p. 72–78Research output: Chapter in Book/Conference proceeding › Conference contribution › Scientific › peer-review
Open AccessFile1 Citation (Scopus)91 Downloads (Pure) -
Possibilistic Bayes Modelling for Predictive Analytics
Carlsson, C., Heikkilä, M. & Mezei, J., 2014, CINTI 2014 • 15th IEEE International Symposium on Computational Intelligence and Informatics. IEEE Computer Society Institute of Electrical and Electronic Engineers, p. –Research output: Chapter in Book/Conference proceeding › Conference contribution › Scientific › peer-review
6 Citations (Scopus) -
Predicting Credit Risk in Peer-to-Peer Lending: A Neural Network Approach
Byanjankar, A., Heikkilä, M. & Mezei, J., 2015, 2015 IEEE Symposium Series on Computational Intelligence: IEEE Symposium on Computational Intelligence for Financial Engineering & Economics. et al., A. E. (ed.). IEEE, p. –Research output: Chapter in Book/Conference proceeding › Conference contribution › Scientific › peer-review
111 Citations (Scopus) -
Segmenting retail customers with an enhanced RFM and a hybrid regression/clustering method
Yoseph, F. & Heikkilä, M., 2018, 2018 International Conference on Machine Learning and Data Engineering (iCMLDE). IEEE, p. 109–116Research output: Chapter in Book/Conference proceeding › Conference contribution › Scientific › peer-review
Open AccessFile15 Citations (Scopus)233 Downloads (Pure) -
Soft Computing in Handling Tacit Knowledge
Carlsson, C. & Heikkilä, M., 2015, Proceedings of 2015 International Conference on Fuzzy Theory and Its Applications. of 2015 International Conference on Fuzzy Theory, P. & Applications, I. (eds.). IEEE, p. 124–129Research output: Chapter in Book/Conference proceeding › Conference contribution › Professional