Timo Aho

Location: Tampere, Finland
Private e-mail: firstname.surname@iki.fi
Homepage: www.iki.fi/timo.aho

Dr.Sc. (Tech.) in Theoretical Computer Science at Tampere Univ. of Technology, 2012.
Cloud Big Data Expert, Data Scientist
My CV can be found in LinkedIn.

Publications (Google Scholar, DBLP)

• Mikko Puonti, Timo Raitalaakso, Timo Aho, Toni Taipalus. Lazy Minimal Data Warehouse Refresh. PDF
  Proceedings of The IEEE International Conference on Computer Systems and Technologies (CompSysTech 2025). 2025.
  
• Timo Aho, Terhi Kilamo, Lucy Lwakatare, Tommi Mikkonen, Outi Sievi-Korte, Sezin Yaman. Managing and Composing Teams in Data Science: An Empirical Study. PDF
  Proceedings of The IEEE International Conference on Big Data (Big Data 2021). 2021.
  
• Timo Aho, Outi Sievi-Korte, Terhi Kilamo, Sezin Yaman, Tommi Mikkonen. Demystifying Data Science Projects: A Look on the People and Process of Data Science Today. PDF
  Proceedings of The 21st International Conference on Product-Focused Software Process Improvement (Profes 2020). LNCS vol. 12562, Springer. 2020.
  
• Mikko Puonti, Timo Lehtonen, Antti Luoto, Timo Aaltonen, Timo Aho. Towards Agile Enterprise Data Warehousing. PDF
  Proceedings of The Eleventh International Conference on Software Engineering Advances (ICSEA 2016). 2016.
  
• Mikko Puonti, Timo Raitalaakso, Timo Aho, Tommi Mikkonen. Automating Transformations in Data Vault Data Warehouse Loads. PDF
  Proceedings of The 26th International Conference on Information Modelling and Knowledge Bases (EJC 2016). Frontiers in Artificial Intelligence and Applications 292, IOS Press. 2016.
  
• Timo Lehtonen, Timo Aho, Kati Kuusinen, Tommi Mikkonen. Visualizations for Software Development Process Management. PDF
  Proceedings of The 26th International Conference on Information Modelling and Knowledge Bases (EJC 2016). Frontiers in Artificial Intelligence and Applications 292, IOS Press. 2016.
  
• Timo Lehtonen, Timo Aho, Essi Isohanni, Tommi Mikkonen. On the Role of Gamification and Localization in an Open Online Learning Environment: Javala Experiences. PDF
  Proceedings of The 15th Koli Calling Conference on Computing Education Research. 2015.
  
• Pasi Tyrväinen, Matti Saarikallio, Timo Aho, Timo Lehtonen, Rauno Paukkeri. Metrics Framework for Cycle-Time Reduction in Software Value Creation: Adapting Lean Startup for Established SaaS Feature Developers. PDF
  Proceedings of The Tenth International Conference on Software Engineering Advances (ICSEA 2015). 2015. Best Paper Award
  
• Terhi Kilamo, Antti Nieminen, Janne Lautamäki, Timo Aho, Johannes Koskinen, Jarmo Palviainen and Tommi Mikkonen. Knowledge Transfer in Collaborative Teams: Experiences from a Two-Week Code Camp. PDF
  Proceedings of The Software Engineering Education and Training (SEET 2014) Track in the 36th International Conference on Software Engineering (ICSE 2014). 2014.
  
• Timo Aho, Johannes Koskinen, Antti Nieminen. A Secure OSGi Environment for Untrusted Web Applications. PDF
  Proceedings of The Second Nordic Symposium on Cloud Computing & Internet Technologies (NordiCloud 2013). ACM. 2013.
  
• Timo Aho, Bernard Zenko, Saso Dzeroski, Tapio Elomaa: Multi-Target Regression with Rule Ensembles. PDF Java implementation.
  Journal of Machine Learning Research 13(Aug). 2012.
• Timo Aho: Steps on Multi-Target Prediction and Adaptability to Dynamic Input. PDF (intro part) PDF (official version)
  Doctoral Thesis. Tampere University of Technology, Department of Software Systems, Tampere, Finland. 2012.
• Janne Lautamäki, Antti Nieminen, Johannes Koskinen, Timo Aho, Tommi Mikkonen, Marc Englund: CoRED - Browser-based collaborative real-time editor for Java Web Applications. PDF
  Proceedings of The ACM Conference on Computer Supported Cooperative Work (CSCW 2012). ACM. 2012.
• Timo Aho, Adnan Ashraf, Marc Englund, Joni Katajamäki, Johannes Koskinen, Janne Lautamäki, Antti Nieminen, Ivan Porres, Ilkka Turunen: Designing IDE as a Service. PDF
  Communications of the Cloud Software 1(1). 2011.
• Timo Aho, Bernard Zenko, Saso Dzeroski: Rule Ensembles for Multi-Target Regression. PDF Java implementation.
  Proceedings of The 9th IEEE International Conference on Data Mining (ICDM 2009). IEEE Computer Society Press. 2009.
• Jussi Kujala, Timo Aho, Tapio Elomaa: A Walk from 2-Norm SVM to 1-Norm SVM. PDF PDF (longer version) A patch for liblinear 1.33.
  Proceedings of The 9th IEEE International Conference on Data Mining (ICDM 2009). IEEE Computer Society Press. 2009.
• Timo Aho, Tapio Elomaa, Jussi Kujala: Unsupervised Classifier Selection Based on Two-Sample Test. PDF
  Proceedings of The 11th International Conference on Discovery Science (DS 2008). LNAI vol. 5255, Springer. 2008.
• Timo Aho, Tapio Elomaa, Jussi Kujala: Reducing Splaying by Taking Advantage of Working Sets. PDF
  Proceedings of The 7th International Workshop on Experimental Algorithms (WEA 2008). LNCS vol. 5038, Springer. 2008.
  The venue is later known as The Symposium on Experimental Algorithms (SEA).
• Timo Aho: Binäärihakupuun mukauttaminen työjoukkoa varten splay-kierroilla (in Finnish).
  Transl. Adapting Binary Search Trees for Working Sets with Splay Rotations.
  M.Sc.(eng) Thesis. Tampere University of Technology, Department of Software Systems, Tampere, Finland. 2006.
  

Last modified: 3.8.2025.