School of Science

Research Output

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Working paper
2020

Designing the Future of Museums : National Museum of Finland

Son, B., Borisova, L., Niskala, S., Ma, X., Klingler, G., Kärki, K., Kärki, K. & Choi, J., 2020, Aalto University, p. 1-40, 40 p. (Aalto University publication series CROSSOVER; vol. 2018, no. 2).

Research output: Working paperProfessional

Open Access

GraphMix: Regularized Training of Graph Neural Networks for Semi-Supervised Learning

Verma, V., Qu, M., Lamb, A., Bengio, Y., Kannala, J. & Jian, T., 2020, (In preparation).

Research output: Working paperScientific

Minimizing the evacuation time of a crowd from a complex building using rescue guides

von Schantz, A. & Ehtamo, H., 1 Jul 2020, (Accepted/In press) 31 p.

Research output: Working paperScientific

Towards understanding generalization in gradient-based meta-learning

Guiroy, S., Verma, V. & Pal, C., 2020, (Submitted).

Research output: Working paperScientific

2019

Decision Programming for Multi-Stage Optimization under Uncertainty

Salo, A., Andelmin, J. & Oliveira, F., 21 Oct 2019, (Submitted).

Research output: Working paperScientific

File

Direct visualization of dynamic magnetic coupling in a Co/Py double layer with picosecond and nanometer resolution

Feggeler, T., Meckenstock, R., Spoddig, D., Schöppner, C., Zingsem, B., Schaffers, T., Pile, S., Ohldag, H., Wende, H., Farle, M., Ney, A. & Ollefs, K., 2019, (arXiv.org).

Research output: Working paperScientific

Is the Digital Future Sustainable?

Seppälä, T., Mattila, J. & Rajala, R., 12 Jun 2019, ETLA - The Research Institute of the Finnish Economy, 5 p. (ETLA Brief; no. 80).

Research output: Working paperProfessional

On the complexity of Compact Set r-Packing

Gadekar, A., 24 Nov 2019, (Submitted).

Research output: Working paperScientific

2018

Adversarial Extreme Multi-label Classification

Babbar, R. & Schoelkopf, B., 2018.

Research output: Working paperScientific

Digitaaliset varaosat

Salmi, M., Partanen, J., Tuomi, J., Chekurov, S., Björkstrand, R., Huotilainen, E., Kukko, K., Kretzschmar, N., Akmal, J., Jalava, K., Koivisto, S., Vartiainen, M., Metsä-Kortelainen, S., Puukko, P., Jussila, A., Riipinen, T., Reijonen, J., Tanner, H. & Mikkola, M., 2018, Aalto University, 64 p.

Research output: Working paperScientific

Open Access
File
49 Downloads (Pure)

Digital Spare Parts

Salmi, M., Partanen, J., Tuomi, J., Chekurov, S., Björkstrand, R., Huotilainen, E., Kukko, K., Kretzschmar, N., Akmal, J., Jalava, K., Koivisto, S., Vartiainen, M., Metsä-Kortelainen, S., Puukko, P., Jussila, A., Riipinen, T., Reijonen, J., Tanner, H. & Mikkola, M., 2018, Aalto University, 67 p.

Research output: Working paperProfessional

Open Access
File
69 Downloads (Pure)

Ennustaminen paremmaksi tekoälyllä?

Seppälä, T., 24 Sep 2018, Suomen tuotannonohjausyhdistys ry, (Stoori-jäsenlehti; vol. 2018, no. 03).

Research output: Working paperProfessional

Ennustamisen suhteellinen arvo osana päätöksenteon yhtälöä pienenee: Case tekoäly

Seppälä, T., 18 Dec 2018, Suomen tuotannonohjausyhdistys ry, p. 48-49, (Stoori-jäsenlehti; vol. 2018, no. 04).

Research output: Working paperProfessional

Smart and Mobile Work in Growth Regions

Vartiainen, M. A., Surakka, T. & Haahtela, T., 12 Dec 2018, Helsinki: Aalto University, p. 1-79, 5 p. (Aalto University publication series SCIENCE + TECHNOLOGY; no. 6).

Research output: Working paperScientific

Open Access
45 Downloads (Pure)

Who Holds the Reins? – Banks in the Crossfire of Global Platforms

Mattila, J., Seppälä, T. & Lähteenmäki, I., 2 Nov 2018, ETLA - The Research Institute of the Finnish Economy, (ETLA Reports; no. 86).

Research output: Working paperProfessional

2017

A Blockchain Application in Energy

Hukkinen, T., Mattila, J., Ilomäki, J. & Seppälä, T., 2017, ETLA - The Research Institute of the Finnish Economy, p. 1-22, 22 p. (Etla Reports; no. 71).

Research output: Working paperProfessional

Digital Music Industry - Background Synthesis

Sellin, D. & Seppälä, T., 11 Aug 2017, Helsinki: ETLA - The Research Institute of the Finnish Economy, p. 1-22, 22 p. (ETLA working papers; vol. 48).

Research output: Working paperProfessional

Distributed Workflow Management with Smart Contracts

Hukkinen, J., Mattila, J. & Seppälä, T., 23 Oct 2017, ETLA - The Research Institute of the Finnish Economy, p. 1-19, 19 p. (ETLA Reports ; vol. 78).

Research output: Working paperProfessional

Hybrid Co-simulation: It's About Time

Cremona, F., Lohstroh, M., Broman, D., Tripakis, S., Lee, E. A. & Masin, M., 1 Apr 2017, University of California, Berkeley, p. 1-36.

Research output: Working paperProfessional

Likelihood-free inference by ratio estimation

Dutta, R., Corander, J., Kaski, S., Gutmann, M. & Thomas, O. M., 2017, (Submitted).

Research output: Working paperProfessional

Pareto Smoothed Importance Sampling

Vehtari, A., Gelman, A. & Gabry, J., 2017.

Research output: Working paperProfessional

Predicting Protein Producibility In Filamentous Fungi

Dykstra, K., Rousu, J. & Arvas, M., 2017, p. 1-18.

Research output: Working paperProfessional

Roadmap for Renewal: A Shared Platform in the Food Industry

Kotiranta, A., Seppälä, T., Tahvanainen, A-J., Hemminki, M., Mattila, J., Sadeoja, S. & Tähtinen, T., 2 Oct 2017, ETLA - The Research Institute of the Finnish Economy, p. 1-51, 51 p. (ETLA Reports; vol. 74).

Research output: Working paperProfessional

Smartphone sensing of sleep in depression, anxiety, and psychotic disorder patients: a novel unexplored tool

Aledavood, T., Triana Hoyos, A., Onnela, J-P., Torous, J. & Keshavan, M., 2017, (In preparation).

Research output: Working paperScientific

Uudistumisen epäsymmetriat ja niiden hallinta muuttuvissa organisaatioissa: DISCO-projektin loppuraportti

Eloranta, T., Vanharanta, O., Näsänen, J. & Vartiainen, M., 2017, Helsinki: Aalto University, p. 1-39, (AALTO UNIVERSITY PUBLICATION SERIES SCIENCE + TECHNOLOGY; vol. 2017, no. 4).

Research output: Working paperProfessional

Open Access
2016

Dealing with Concept Drift in Exploratory Search: An Interactive Bayesian Approach

Kangasrääsiö, A., Chen, Y., Glowacka, D. & Kaski, S., 2016, ACM, p. 62-66, (Companion Publication of the 21st International Conference on Intelligent User Interfaces).

Research output: Working paperProfessional

1 Citation (Scopus)

Front-end Management of Megaprojects

Lehtinen, J., 28 Jun 2016, 50 p.

Research output: Working paperProfessional

Hierarchical expectation propagation for Bayesian aggregation of average data

Weber, S., Gelman, A., Carpenter, B., Lee, D., Betancourt, M., Vehtari, A. & Racine, A., 2016.

Research output: Working paperProfessional

How to Train Deep Variational Autoencoders and Probabilistic Ladder Networks

Kaae Sønderby, C., Raiko, T., Maaløe, L., Kaae Sønderby, S. & Winther, O., 2016.

Research output: Working paperProfessional

Industrial Blockchain Platforms: An Exercise in Use Case Development in the Energy Industry

Mattila, J., Seppälä, T., Naucler, C., Stahl, R., Tikkanen, M., Bådenlid, A. & Seppälä, J., 2016, ETLA - The Research Institute of the Finnish Economy, p. 1-21, (Etla Working Paper; no. 43).

Research output: Working paperProfessional

MyData Architecture: Consent Based Approach for Personal Data Management

Alén-Savikko, A., Byström, N., Hirvonsalo, H., Honko, H., Kallonen, A., Kortesniemi, Y., Kuikkaniemi, K., Paaso, T., Pitkänen, O. P., Poikola, A., Tuoriniemi, S., Vainikainen, S. & Yli-Kantola, J., 2016.

Research output: Working paperProfessional

SELint: an SEAndroid policy analysis tool

Reshetova, E., Bonazzi, F. & Asokan, N., 8 Aug 2016, arXiv, 13 p. (arXiv preprints).

Research output: Working paperProfessional

Smart Contracts: How will Blockchain Technology Affect Contractual Practices?

Lauslahti, K., Mattila, J. & Seppälä, T., 2016, ETLA - The Research Institute of the Finnish Economy, p. 1-27, (Etla Reports; no. 68).

Research output: Working paperProfessional

Technology disruptions as enablers of organizational and social innovation in digitalized environment

Koski, H., Melkas, H., Mäntylä, M., Pieters, R., Svento, R., Särkikoski, T., Talja, H., Hyyppä, J., Kaartinen, H., Hyyppä, H. & Matikainen, L., 22 Dec 2016, ETLA - The Research Institute of the Finnish Economy, 18 p. (ETLA Working Papers; no. 45).

Research output: Working paperProfessional

Open Access

Three Narratives on Digitalization

Mäntylä, M., 15 Mar 2016, 4 p. (Disruption Briefs; no. 1).

Research output: Working paperProfessional

TRec: Relay-Resilient Transparent Authentication using Trajectory Recognition

Juuti, M., Vaas, C., Sluganovic, I., Liljestrand, H., Martinovic, I. & Asokan, N., 2016, 12 p. (ArXiv preprints).

Research output: Working paperProfessional

2015

An Information Retrieval Approach to Finding Dependent Subspaces of Multiple Views

Lin, Z. & Peltonen, J., 2015, USA, (ArXiv [stat.ML]).

Research output: Working paperProfessional

Channel-Specific Daily Patterns in Mobile Phone Communication

Aledavood, T., López, E., Roberts, S. G. B., Reed-Tsochas, F., Moro, E., Dunbar, R. I. M. & Saramäki, J., 2015, ArXiv, (ArXiv preprints).

Research output: Working paperProfessional

Characterizing SEAndroid Policies in the Wild

Reshetova, E., Bonazzi, F., Nyman, T., Borgaonkar, R. & Asokan, N., 2015, ArXiv, p. 10, (ArXiv preprints).

Research output: Working paperProfessional

Crossroads : transformations on the road to 2040

Loescher, M. & Aaltonen, M., 2015, Helsinki, p. 180, (Aalto University publication series CROSSOVER; no. 3/2015).

Research output: Working paperProfessional

Demo: iMoon: Using Smartphones for Image-based Indoor Navigation

Dong, J., Xiao, Y., Noreikis, M., Ou, Z. & Ylä-Jääski, A., 2015, New York, NY, USA, p. 449-450.

Research output: Working paperProfessional

Demo abstract: iMoon: Using smartphones for image-based indoor navigation

Dong, J., Xiao, Y., Noreikis, M., Ou, Z. & Ylä-Jääski, A., 1 Nov 2015, ACM, p. 449-450, 2 p.

Research output: Working paperProfessional

3 Citations (Scopus)

Energiavallankumous tulee!Miten Suomi toimii?(Energy revolution under way!How does Finland act?)

Halme, M., Hukkinen, J. I., Korppi-Tommola, J., Linnanen, L., Liski, M., Lovio, R., Lund, P., Luukkanen, J., Partanen, J. & Wilenius, M., 2015, Helsinki, p. 71-98.

Research output: Working paperProfessional

Epigenomic characterization of gene regulatory networks in human ovarian cancer stem cells

Battle, S. L., Larjo, A., Liao, J., Lahdesmaki, H., Lieber, A. & Hawkins, R. D., 2015, p. S04.

Research output: Working paperProfessional