Markku Heikkilä

According to our database, Markku Heikkilä authored at least 12 papers between 2003 and 2021.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2021

Data-driven optimization of peer-to-peer lending portfolios based on the expected value framework.

Ajay Byanjankar, József Mezei, Markku Heikkilä

Intell. Syst. Account. Finance Manag., 2021

2020

The impact of big data market segmentation using data mining and clustering techniques.

Fahed Yoseph, Nurul Hashimah Ahamed Hassain Malim, Markku Heikkilä, Adrian Brezulianu, Oana Geman, Nur Aqilah Paskhal Rostam

J. Intell. Fuzzy Syst., 2020

A new approach for association rules mining using computational and artificial intelligence.

Fahed Yoseph, Markku Heikkilä

J. Intell. Fuzzy Syst., 2020

Granular fuzzy pay-off method for real option valuation.

Francisco Javier Cabrerizo, Markku Heikkilä, József Mezei, Juan Antonio Morente-Molinera, Enrique Herrera-Viedma, Christer Carlsson

Expert Syst. Appl., 2020

2018

Credit Risk Evaluation in Peer-to-peer Lending With Linguistic Data Transformation and Supervised Learning.

József Mezei, Ajay Byanjankar, Markku Heikkilä

Proceedings of the 51st Hawaii International Conference on System Sciences, 2018

Fuzzy C-Means for Fraud Detection in Large Transaction Data Sets.

Christer Carlsson, Markku Heikkilä, Xiaolu Wang

Proceedings of the 2018 IEEE International Conference on Fuzzy Systems, 2018

2016

Fuzzy Entropy Used for Predictive Analytics.

Christer Carlsson, Markku Heikkilä, József Mezei

Proceedings of the Fuzzy Logic in Its 50th Year, 2016

2015

Predicting Credit Risk in Peer-to-Peer Lending: A Neural Network Approach.

Ajay Byanjankar, Markku Heikkilä, József Mezei

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2015

Fuzzy entropy used for predictive analytics.

Christer Carlsson, Markku Heikkilä, József Mezei

Proceedings of the 2015 IEEE International Conference on Fuzzy Systems, 2015

2010

Fuzzy Real Options Models for Closing/Not Closing a Production Plant.

Christer Carlsson, Markku Heikkilä, Robert Fullér

Proceedings of the Production Engineering and Management under Fuzziness, 2010

2007

A fuzzy approach to R&D project portfolio selection.

Christer Carlsson, Robert Fullér, Markku Heikkilä, Péter Majlender

Int. J. Approx. Reason., 2007

2003

Improving Investment Decision Making by Expanding Key Knowledge with Real Option Tools.

Francisco Augusto Alcaraz García, Markku Heikkilä

J. Decis. Syst., 2003