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Markku Heikkilä
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Year
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
3642007
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
196*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
522020
Enhancing patent valuation with the pay-off method
M Collan, M Heikkilä
NISCAIR-CSIR, India, 2011
522011
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
302018
Credit risk evaluation in peer-to-peer lending with linguistic data transformation and supervised learning
J Mezei, A Byanjankar, M Heikkilä
222018
Fuzzy entropy used for predictive analytics
C Carlsson, M Heikkilä, J Mezei
Fuzzy Logic in Its 50th Year: New Developments, Directions and Challenges …, 2016
172016
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
152021
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
122010
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
92003
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
72020
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
72019
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
72019
Possibilistic Bayes Modelling for Predictive Analytics
C Carlsson, M Heikkilä, J Mezei
CINTI 2014 • 15th IEEE International Symposium on Computational Intelligence …, 2014
72014
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
52010
R&D investment decisions with real options—Profitability and decision support
M Heikkilä
Department of Information Systems, Faculty Technol. Abo Akademi Univ., 2009
52009
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
42020
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
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Articles 1–20