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Mikael Collan

Professor, leader "Finance and Business Analytics" team

LUT University

Finland

Research Interests

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Professors in Finland

About

Professor Mikael Collan is a leading member of the "Finance and Business Analytics" team at LUT-University in Finland. His research areas encompass strategic patent portfolio analysis, national intellectual capital, and the dynamics of electricity distribution in Finland. Additionally, he explores fuzzy number analysis, biofuel policies, investment strategies in renewable energy, and the application of deep reinforcement learning in stock selection.

Articles (17)

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2026

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2026

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2026

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2026

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2026

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2026

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2025

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2025

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2024

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2022

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2022

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2021

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2021

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2020

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2020

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2020

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2020

Collaborators (4)

Pasi Luukka

Professor

Lappeenranta University of Technology

FINLAND

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Jyrki Savolainen

Assistant Professor

Lappeenranta University of Technology

FINLAND

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Jan Stoklasa

Assistant Professor

Palacký University, Olomouc

CZECH REPUBLIC

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Luigi Mittone

Professore Ordinario (Full Professor)

Università degli Studi di Pisa Dipartimento di Economia e Management

ITALY

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Mikael Collan

Research Interests

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About

Articles (17)

Improving Business Forecasting With AI

From Stability to Volatility

Stochastic Simulation Model for Forecasting Index‐Linked Public Expenditure

Adopting Generative AI – Preliminary Survey Results About Expectations About the Use and the Effects of Use from the Financial Industry

Cluster Analysis for Detecting Energy Poverty Risk in Finnish Low-Income Households

Leveraging Large Language Models and Social Media Data for Early Flood Identification

Extracting business-relevance for the analysis of strategic patent portfolios from highly imprecise fuzzy estimates

National intellectual capital in academic journals: topics and trends

Finnish perspectives on the business of electricity distribution

On the relationship between possibilistic and standard moments of fuzzy numbers

Analyzing the returns and rate of return regulation of Finnish electricity distribution system operators 2015–2019

Possibilistic fuzzy pay-off method for real option valuation with application to research and development investment analysis

Ex-Ante Study of Biofuel Policies–Analyzing Policy-Induced Flexibility

To Wait or Not to Wait? Use of the Flexibility to Postpone Investment Decisions in Theory and in Practice

Deep Reinforcement Learning Agent for S&P 500 Stock Selection

Renewable energy investment attractiveness: Enabling multi-criteria cross-regional analysis from the investors’ perspective

A Comparison of Maintenance Policies for Multi-Component Systems Through Discrete Event Simulation of Faults

Collaborators (4)

Pasi Luukka

Jyrki Savolainen

Jan Stoklasa

Luigi Mittone

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