Markku Heikkilä

Publication Activity (10 Years)

Years Active: 2003-2021
Publications (10 Years): 6

Top Topics

Credit Risk Evaluation

Briefly Introduced

Transaction Data

Top Venues

J. Intell. Fuzzy Syst.

Publications

Ajay Byanjankar, József Mezei, Markku Heikkilä
Data-driven optimization of peer-to-peer lending portfolios based on the expected value framework. Intell. Syst. Account. Finance Manag. 28 (2) (2021)
Francisco Javier Cabrerizo, Markku Heikkilä, József Mezei, Juan Antonio Morente-Molinera, Enrique Herrera-Viedma, Christer Carlsson
Granular fuzzy pay-off method for real option valuation. Expert Syst. Appl. 159 (2020)
Fahed Yoseph, Nurul Hashimah Ahamed Hassain Malim, Markku Heikkilä, Adrian Brezulianu, Oana Geman, Nur Aqilah Paskhal Rostam
The impact of big data market segmentation using data mining and clustering techniques. J. Intell. Fuzzy Syst. 38 (5) (2020)
Fahed Yoseph, Markku Heikkilä
A new approach for association rules mining using computational and artificial intelligence. J. Intell. Fuzzy Syst. 39 (5) (2020)
József Mezei, Ajay Byanjankar, Markku Heikkilä
Credit Risk Evaluation in Peer-to-peer Lending With Linguistic Data Transformation and Supervised Learning. HICSS (2018)
Christer Carlsson, Markku Heikkilä, Xiaolu Wang
Fuzzy C-Means for Fraud Detection in Large Transaction Data Sets. FUZZ-IEEE (2018)
Ajay Byanjankar, Markku Heikkilä, József Mezei
Predicting Credit Risk in Peer-to-Peer Lending: A Neural Network Approach. SSCI (2015)
Christer Carlsson, Markku Heikkilä, József Mezei
Fuzzy entropy used for predictive analytics. FUZZ-IEEE (2015)
Christer Carlsson, Robert Fullér, Markku Heikkilä, Péter Majlender
A fuzzy approach to R&D project portfolio selection. Int. J. Approx. Reason. 44 (2) (2007)
Francisco Augusto Alcaraz García, Markku Heikkilä
Improving Investment Decision Making by Expanding Key Knowledge with Real Option Tools. J. Decis. Syst. 12 (3-4) (2003)