Pekka Malo
Associate Professor
Associate Professor
E704 Dept. Information and Service Management
Pekka Malo is a tenured Associate Professor of Statistics in the Department of Information and Service Management at Aalto University School of Business, Finland. He has a PhD degree in quantitative methods and M.Sc. degree in mathematics from University of Helsinki. He also holds M.Sc degree in Finance from Helsinki School of Economics. He has worked as a visiting scholar in computational optimization and innovation laboratory at Michigan State University in the Depertment of Mechanical Engineering and Computer Science. His research interests include optimization, machine learning, computational statistics and their applications to sustainable management of natural resources.
Full researcher profile
https://research.aalto.fi/...
E-post
pekka.malo@aalto.fi
Telefonnummer
+358403538071
Kompetensområde
, 512 Liiketaloustiede, 112 Tilastotiede, 111 Matematiikka, 113 Tietojenkäsittely ja informaatiotieteet, Laskennallinen data-analyysi, Tilastotiede, Sovellettu matematiikka
Utmärkelser
Best Paper Nomination (2nd place) in the Genetic and Evolutionary Computation Conference (GECCO) 2020
Palkinto tai huomionosoitus tuotoksesta
Tieto- ja palvelujohtamisen laitos
Jun 2020
Helsinki School of Economics award for high quality thesis
Palkinto tai huomionosoitus tuotoksesta
Tieto- ja palvelujohtamisen laitos
Jan 2007
Best paper award for the paper “Semantic Content Filtering with Wikipedia and Ontologies” in Semantic Aspects in Data Mining
Palkinto tai huomionosoitus tuotoksesta
Tieto- ja palvelujohtamisen laitos
Jan 2010
Publikationer
Effects of many conflicting objectives on decision-makers’ cognitive burden and decision consistency
J. Matias Kivikangas, Eeva Vilkkumaa, Julian Blank, Ville Harjunen, Pekka Malo, Kalyanmoy Deb, Niklas J. Ravaja, Jyrki Wallenius
2025
European Journal of Operational Research
Modeling project interactions in multiattribute portfolio decision analysis : Axiomatic foundations and practical implications
Juuso Liesiö, Taeyoung Kee, Pekka Malo
2024
European Journal of Operational Research
Computing Synthetic Controls Using Bilevel Optimization
Pekka Malo, Juha Eskelinen, Xun Zhou, Timo Kuosmanen
2024
Computational Economics
Convex Regularization and Convergence of Policy Gradient Flows under Safety Constraints
Pekka Malo, Lauri Viitasaari, Antti Suominen, Eeva Vilkkumaa, Olli Tahvonen
2024
Assessing economic benefits and costs of carbon sinks in boreal rotation forestry
Vesa-Pekka Parkatti, Antti Suominen, Olli Tahvonen, Pekka Malo
2024
Forest Policy and Economics
Optimizing high-dimensional forestry for wood production and carbon sinks
Olli Tahvonen, Antti Suominen, Vesa-Pekka Parkatti, Pekka Malo
2024
Canadian Journal of Forest Research
Predicting Visit Cost of Obstructive Sleep Apnea using Electronic Healthcare Records with Transformer
Zhaoyang Chen, Lina Siltala-Li, Mikko Lassila, Pekka Malo, Eeva Vilkkumaa, Tarja Saaresranta, Arho Veli Virkki
2023
IEEE Journal of Translational Engineering in Health and Medicine
Private firms’ tax aggressiveness and lightweight pre-tax-audit interventions by the tax administration
Hannu Ojala, Pekka Malo, Esko Penttinen
2023
Journal of International Accounting, Auditing and Taxation
Generating Research Questions from Digital Trace Data: A Machine Learning Method for Discovering Patterns in a Dynamic Environment
Henrik Kallio, Pekka Malo, Timo Lainema, Johanna Bragge, Tomi Seppälä, Esko Penttinen
2022
Communications of the Association for Information Systems
SEntFiN 1.0
Ankur Sinha, Satishwar Kedas, Rishu Kumar, Pekka Malo
2022
Journal of the Association for Information Science and Technology