Markku Heikkilä
Title
Cited by
Cited by
Year
A fuzzy approach to R&D project portfolio selection
C Carlsson, R Fullér, M Heikkilä, P Majlender
International Journal of Approximate Reasoning 44 (2), 93-105, 2007
2962007
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
76*2015
Enhancing patent valuation with the pay-off method
M Collan, M Heikkilä
NISCAIR-CSIR, India, 2011
422011
Fuzzy entropy used for predictive analytics
C Carlsson, M Heikkilä, J Mezei
Fuzzy Logic in Its 50th Year, 187-209, 2016
142016
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
10*2008
Credit risk evaluation in peer-to-peer lending with linguistic data transformation and supervised learning
J Mezei, A Byanjankar, M Heikkilä
92018
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
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
72018
Possibilistic Bayes Modelling for Predictive Analytics
C Carlsson, M Heikkilä, J Mezei
CINTI 2014 • 15th IEEE International Symposium on Computational Intelligence …, 2014
62014
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
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
42010
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, 1-15, 2020
12020
Granular fuzzy pay-off method for real option valuation
FJ Cabrerizo, M Heikkilä, J Mezei, JA Morente-Molinera, ...
Expert Systems with Applications, 113597, 2020
2020
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
2019
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
2019
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
Real Options in R&D, M&A and Financial Portfolios: State of the Art
C Carlsson, M Collan, M Heikkilä
Åbo Akademi University, 2008
2008
Real Options in Investment Planning
M Heikkilä
Real Options - Concepts and Applications, 100-125, 2004
2004
Knowledge Processing in Real Options -- A Process Approach to Make Real Options Operational
M Heikkilä
eunite 2002, European Symposium on Intelligent Technologies, Hybrid Systems …, 2002
2002
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Articles 1–20