D Sc

Markku Heikkilä

University Teacher, Information Systems
Email: markku.heikkila@abo.fi
Mobile: +358-469216487
Phone: +358-2-2153351


Peer-reviewed publications

A1 Journal article (refereed)
A new approach for association rules mining using computational and artificial intelligence (2020)
Yoseph Fahed, Heikkilä Markku
Journal of Intelligent and Fuzzy Systems
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A1 Journal article (refereed)
The impact of big data market segmentation using data mining and clustering techniques (2020)
Yoseph Fahed, Ahamed Hassain Malim, Nurul Hashimah, Heikkilä Markku, Brezulianu Adrian, Geman Oana, Paskhal Rostam Nur Aqilah
Journal of Intelligent and Fuzzy Systems
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A4 Conference proceedings
Outliers Identification Model in Point-of-Sales Data Using Enhanced Normal Distribution Method (2019)
Fahed Yoseph, Markku Heikkilä, Daniel Howard
IEEE
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A4 Conference proceedings
Credit Risk Evaluation in Peer-to-peer Lending With Linguistic Data Transformation and Supervised Learning: - (2018)
Mezei Jozsef, Byanjankar Ajay, Heikkilä Markku
Proceedings of the Annual Hawaii International Conference on System Sciences
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A4 Conference proceedings
Fuzzy C-Means for Fraud Detection in Large Transaction Data Sets (2018)
Carlsson Christer, Markku Heikkilä, Xiaolu Wang
The Institute of Electrical and Electronics Engineers
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A3 Book section, Chapters in research books
Fuzzy Entropy Used for Predictive Analytics (2016)
Christer Carlsson, Markku Heikkilä, József Mezei
Springer, Cham
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A4 Conference proceedings
Fuzzy entropy used for predictive analytics (2015)
Christer Carlsson, Markku Heikkila, Jozsef Mezei
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A4 Conference proceedings
Predicting Credit Risk in Peer-to-Peer Lending: A Neural Network Approach (2015)
Ajay Byanjankar, Markku Heikkilä, József Mezei
IEEE
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A4 Conference proceedings
Possibilistic Bayes Modelling for Predictive Analytics (2014)
Christer Carlsson, Markku Heikkilä, Jozsef Mezei
IEEE Computer Society Institute of Electrical and Electronic Engineers
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A1 Journal article (refereed)
Enhancing patent valuation with the pay-off method (2011)
Mikael Collan, Markku Heikkilä
Journal of Intellectual Property Rights
A1 Journal article (refereed)
A real options model for closing or not closing a production plant (2010)
Heikkilä Markku, Carlsson Christer
Journal of Applied Operational Research
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A1 Journal article (refereed)
A fuzzy approach to R&D project portfolio selection (2007)
Carlsson Christer, Fúller Robert, Heikkilä Markku, Majlender Péter
International Journal of Approximate Reasoning
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A1 Journal article (refereed)
Improving investment decision making by expanding key knowledge with real option tools (2003)
Alacarz Garcia Francisco, Heikkilä Markku
Journal of Decision Systems
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Other publications

D3 Professional conference proceedings
Soft Computing in Handling Tacit Knowledge (2015)
Carlsson Christer, Heikkilä Markku
IEEE
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Last updated on 2018-19-09 at 19:52