Pekka Malo

Pekka Malo

Aalto-yliopisto

H-index: 27

Europe-Finland

About Pekka Malo

Pekka Malo, With an exceptional h-index of 27 and a recent h-index of 21 (since 2020), a distinguished researcher at Aalto-yliopisto, specializes in the field of Statistics, Machine learning, Business Analytics, Evolutionary computation, Artificial Intelligence.

His recent articles reflect a diverse array of research interests and contributions to the field:

Optimizing high-dimensional forestry for wood production and carbon sinks

Modeling project interactions in multiattribute portfolio decision analysis: Axiomatic foundations and practical implications

Predictive models in economics

Private firms’ tax aggressiveness and lightweight pre-tax-audit interventions by the tax administration

Predicting Visit Cost of Obstructive Sleep Apnea using Electronic Healthcare Records with Transformer

Nested blievel evolutionary algorithm (N-BLEA)

Machine learning based forest management

Computing synthetic controls using bilevel optimization

Pekka Malo Information

University

Position

Associate Professor (tenured) Statistics School of Business

Citations(all)

3084

Citations(since 2020)

2322

Cited By

1510

hIndex(all)

27

hIndex(since 2020)

21

i10Index(all)

43

i10Index(since 2020)

36

Email

University Profile Page

Aalto-yliopisto

Google Scholar

View Google Scholar Profile

Pekka Malo Skills & Research Interests

Statistics

Machine learning

Business Analytics

Evolutionary computation

Artificial Intelligence

Top articles of Pekka Malo

Title

Journal

Author(s)

Publication Date

Optimizing high-dimensional forestry for wood production and carbon sinks

Canadian Journal of Forest Research

Olli Tahvonen

Antti Suominen

Vesa-Pekka Parkatti

Pekka Malo

2024/3/22

Modeling project interactions in multiattribute portfolio decision analysis: Axiomatic foundations and practical implications

European Journal of Operational Research

Juuso Liesiö

Taeyoung Kee

Pekka Malo

2024/2/12

Predictive models in economics

Benny Avelin

Lauri Viitasaari

Pekka Malo

2024/1/16

Private firms’ tax aggressiveness and lightweight pre-tax-audit interventions by the tax administration

Journal of International Accounting, Auditing and Taxation

Hannu Ojala

Pekka Malo

Esko Penttinen

2023/6/1

Predicting Visit Cost of Obstructive Sleep Apnea using Electronic Healthcare Records with Transformer

IEEE Journal of Translational Engineering in Health and Medicine

Zhaoyang Chen

Lina Siltala-Li

Mikko Lassila

Pekka Malo

Eeva Vilkkumaa

...

2023/5/17

Nested blievel evolutionary algorithm (N-BLEA)

Code and user documentation.[Online]. Available:: http://bilevel. org/resources

Ankur Sinha

Pekka Malo

Kalyanmoy Deb

2023

Machine learning based forest management

2023/11/9

Computing synthetic controls using bilevel optimization

Computational Economics

Pekka Malo

Juha Eskelinen

Xun Zhou

Timo Kuosmanen

2023/9/25

Optimizing high-dimensional stochastic forestry via reinforcement learning

Journal of Economic Dynamics and Control

Olli Tahvonen

Antti Suominen

Pekka Malo

Lauri Viitasaari

Vesa-Pekka Parkatti

2022/12/1

SEntFiN 1.0: Entity‐aware sentiment analysis for financial news

Journal of the Association for Information Science and Technology

Ankur Sinha

Satishwar Kedas

Rishu Kumar

Pekka Malo

2022/9

Generating Research Questions from Digital Trace Data: A Machine Learning Method for Discovering Patterns in a Dynamic Environment

Communications of the Association for Information Systems

Henrik Kallio

Pekka Malo

Timo Lainema

Johanna Bragge

Tomi Seppälä

...

2022

Is this company a lead customer? Estimating stages of B2B buying journey

Industrial Marketing Management

Neda B Marvasti

Juho-Petteri Huhtala

Zeinab R Yousefi

Iiro Vaniala

Bikesh Upreti

...

2021/8/1

Design flaw of the synthetic control method

Timo Kuosmanen

Xun Zhou

Juha Eskelinen

Pekka Malo

2021/2/28

Online content match-making in B2B markets: Application of neural content modeling

Industrial Marketing Management

Bikesh Raj Upreti

Juho-Petteri Huhtala

Henrikki Tikkanen

Pekka Malo

Neda Marvasti

...

2021/2/1

Reinforcement learning in optimizing forest management

Canadian Journal of Forest Research

Pekka Malo

Olli Tahvonen

Antti Suominen

Philipp Back

Lauri Viitasaari

2021

Sociotechnical envelopment of artificial intelligence: An approach to organizational deployment of inscrutable artificial intelligence systems

Journal of the Association for Information Systems

Aleksandre Asatiani

Pekka Malo

Per Rådberg Nagbøl

Esko Penttinen

Tapani Rinta-Kahila

...

2021/3/9

Challenges of explaining the behavior of black-box AI systems

MIS Quarterly Executive

Aleksandre Asatiani

Pekka Malo

Per Rådberg Nagbøl

Esko Penttinen

2020

Towards sustainable forest management strategies with moeas

Philipp Back

Antti Suominen

Pekka Malo

Olli Tahvonen

Julian Blank

...

2020/6/25

Bilevel optimization based on iterative approximation of multiple mappings

Journal of Heuristics

Ankur Sinha

Zhichao Lu

Kalyanmoy Deb

Pekka Malo

2020/4

Approximate bilevel optimization with population-based evolutionary algorithms

Bilevel Optimization: Advances and Next Challenges

Kalyanmoy Deb

Ankur Sinha

Pekka Malo

Zhichao Lu

2020

See List of Professors in Pekka Malo University(Aalto-yliopisto)

Co-Authors

H-index: 138
Kalyanmoy Deb

Kalyanmoy Deb

Michigan State University

H-index: 46
Olli Tahvonen

Olli Tahvonen

Helsingin yliopisto

H-index: 44
Timo Kuosmanen

Timo Kuosmanen

Aalto-yliopisto

H-index: 26
Teemu Pennanen

Teemu Pennanen

King's College London

H-index: 16
Aleksandre Asatiani

Aleksandre Asatiani

Göteborgs universitet

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