| A fuzzy approach to R&D project portfolio selection C Carlsson, R Fuller, M Heikkilä, P Majlender International Journal of Approximate Reasoning 44 (2), 93-105, 2007 | 367 | 2007 |
| Predicting Credit Risk in Peer-to-Peer Lending: A Neural Network Approach JM A Byanjankar, M Heikkila Computational Intelligence, 2015 IEEE Symposium Series on, 719-725, 2015 | 212* | 2015 |
| The impact of big data market segmentation using data mining and clustering techniques F Yoseph, NH Ahamed Hassain Malim, M Heikkilä, A Brezulianu, ... Journal of Intelligent & Fuzzy Systems 38 (5), 6159-6173, 2020 | 74 | 2020 |
| Enhancing patent valuation with the pay-off method M Collan, M Heikkilä NISCAIR-CSIR, India, 2011 | 54 | 2011 |
| Segmenting retail customers with an enhanced RFM and a hybrid regression/clustering method F Yoseph, M Heikkila 2018 International Conference on Machine Learning and Data Engineering …, 2018 | 33 | 2018 |
| Credit risk evaluation in peer-to-peer lending with linguistic data transformation and supervised learning J Mezei, A Byanjankar, M Heikkilä | 26 | 2018 |
| Fuzzy entropy used for predictive analytics C Carlsson, M Heikkilä, J Mezei Fuzzy Logic in Its 50th Year: New Developments, Directions and Challenges …, 2016 | 18 | 2016 |
| Data‐driven optimization of peer‐to‐peer lending portfolios based on the expected value framework A Byanjankar, J Mezei, M Heikkilä Intelligent Systems in Accounting, Finance and Management 28 (2), 119-129, 2021 | 16 | 2021 |
| Fuzzy real options models for closing/not closing a production plant C Carlsson, M Heikkilä, R Fullér Production Engineering and Management under Fuzziness, 537-560, 2010 | 11 | 2010 |
| Possibilistic Bayes Modelling for Predictive Analytics C Carlsson, M Heikkilä, J Mezei CINTI 2014 • 15th IEEE International Symposium on Computational Intelligence …, 2014 | 9 | 2014 |
| A Real Options Model for Closing/Not Closing a Production Plant M Heikkilä, C Carlsson Proceedings of the 12th annual international conference on real options, Rio …, 2008 | 9* | 2008 |
| Improving investment decision making by expanding key knowledge with real option tools FA Alcaraz García, M Heikkilä Journal of Decision Systems 12 (3-4), 345-368, 2003 | 9 | 2003 |
| Outliers identification model in point-of-sales data using enhanced normal distribution method F Yoseph, M Heikkilä, D Howard 2019 International Conference on Machine Learning and Data Engineering …, 2019 | 8 | 2019 |
| A clustering approach for outliers detection in a big point-of-sales database F Yoseph, M Heikkilä 2019 International Conference on Machine Learning and Data Engineering …, 2019 | 7 | 2019 |
| A new approach for association rules mining using computational and artificial intelligence F Yoseph, M Heikkilä Journal of Intelligent & Fuzzy Systems 39 (5), 7233-7246, 2020 | 6 | 2020 |
| Valuation of patents with the pay-off method M Collan, M Heikkilä Proceedings of the 5th International Forum on Knowledge Asset Dynamics 6, 24-26, 2010 | 5 | 2010 |
| R&D Investment Decisions with Real Options-Profitability and Decision Support M Heikkilä Department of Information Systems, Faculty Technol. Abo Akademi Univ., 2009 | 5 | 2009 |
| Granular fuzzy pay-off method for real option valuation FJ Cabrerizo, M Heikkilä, J Mezei, JA Morente-Molinera, ... Expert Systems with Applications 159, 113597, 2020 | 4 | 2020 |
| Fuzzy C-Means for Fraud Detection in Large Transaction Data Sets C Carlsson, M Heikkilä, X Wang Proceedings of FUZZ-IEEE 2018, 741-746, 2018 | | 2018 |
| Selection of R & D Portfolios of Real Options with Fuzzy Pay-offs under Bounded Rationality M Heikkilä IAMSR, Working Papers 1, 1-29, 2009 | | 2009 |
Christer CarlssonProfessor of Management Science, Institute for Advanced Management Systems ResearchVerified email at abo.fi
