Department of Computer Science

  • Finland

Publications

2020

(M)ad to see me? Intelligent Advertisement Placement: Balancing User Annoyance and Advertising Effectiveness

Nguyen, N. T., Zuniga Corrales, A., Lee, H., Hui, P., Flores, H. & Nurmi, P., 2020, (Accepted/In press) In : Proceedings of ACM on interactive, mobile, wearable and ubiquitous technologies. 26 p.

Research output: Contribution to journalArticleScientificpeer-review

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(So) Big Data and the transformation of the city

Andrienko, G., Andrienko, N., Boldrini, C., Caldarelli, G., Cintia, P., Cresci, S., Facchini, A., Giannotti, F., Gionis, A., Guidotti, R., Mathioudakis, M., Muntean, C. I., Pappalardo, L., Pedreschi, D., Pournaras, E., Pratesi, F., Tesconi, M. & Trasarti, R., 31 Mar 2020, In : International Journal of Data Science and Analytics. 30 p.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
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6G White Paper on Edge Intelligence

Peltonen, E., Bennis, M., Capobianco, M., Debbah, M., Ding, A., Gil-Castiñeira, F., Jurmu, M., Karvonen, T., Kelanti, M., Kliks, A., Leppänen, T., Lovén, L., Mikkonen, T., Samarakoon, S., Rao, A., Seppänen, K., Sroka, P., Tarkoma, S. & Yang, T., 30 Jun 2020, Oulu: University of Oulu. 34 p. (6G Research Visions; no. 8)

Research output: Book/ReportCommissioned reportProfessional

Open Access
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Abstract Cores in Implicit Hitting Set MaxSat Solving

Berg, J., Bacchus, F. & Poole, AL., 2020, (Accepted/In press) Proceedings of the 2020 International Conference on Theory and Applications of Satisfiability Testing (SAT 2020). (Lecture Notes in Computer Science).

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Open Access
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A Comparison of Unsupervised Methods for Ad hoc Cross-Lingual Document Retrieval

Zosa, E., Granroth-Wilding, M. & Pivovarova, L., 16 May 2020, Proceedings of the LREC 2020 Workshop on Cross-Language Search and Summarization of Text and Speech. McKeown, K., Oard, D. W., Boschee, E. & Schwartz, R. (eds.). European Language Resources Association (ELRA), p. 32-37 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Open Access
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A computational framework for revealing competitive travel times with low-carbon modes based on smartphone data collection

Bagheri, M., Mladenovic, M., Kosonen, I., Nurminen, J. K., Roncoli, C. & Ylä-Jääski, A., 21 Mar 2020, In : Journal of Advanced Transportation. 2020, 20 p., 4693750.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
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A conceptual framework for valuing IT within a business system

Töhönen, H., Kauppinen, M., Männistö, T. & Itälä, T., 15 Jan 2020, In : International journal of accounting information systems. 36, 20 p., 100442.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
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Action Selection in the Creative Systems Framework

Linkola, S., Guckelsberger, C. & Kantosalo, A., 7 Sep 2020, Proceedings of the Eleventh International Conference on Computational Creativity. Association for Computational Creativity, p. 303-310 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Open Access
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Additive multivariate Gaussian processes for joint species distribution modeling with heterogeneous data

Vanhatalo, J., Hartmann, M. & Veneranta, L., Jun 2020, In : Bayesian analysis. 15, 2, p. 415-447 33 p.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
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Open Access
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AI-Based Cyberbullying Prevention in 5G Networks

Ramezanian, S., Meskanen, T. & Niemi, V., 2020, (Accepted/In press) In : International Journal of Embedded and Real-Time Communication Systems. 11, 4

Research output: Contribution to journalArticleScientificpeer-review

ALDH1A1-related stemness in high-grade serous ovarian cancer is a negative prognostic indicator but potentially targetable by EGFR/mTOR-PI3K/aurora kinase inhibitors

Kaipio, K., Chen, P., Roering, P., Huhtinen, K., Mikkonen, P., Östling, P., Lehtinen, L., Mansuri, N., Korpela, T., Potdar, S., Hynninen, J., Auranen, A., Grénman, S., Wennerberg, K., Hautaniemi, S. & Carpén, O., Feb 2020, In : Journal of Pathology. 250, 2, p. 159-169 11 p.

Research output: Contribution to journalArticleScientificpeer-review

Algorithms for Dynamic Argumentation Frameworks: An Incremental SAT-Based Approach

Niskanen, A. & Järvisalo, M., 2020, (Accepted/In press) Proceedings of the 24th European Conference on Artificial Intelligence (ECAI 2020). IOS PRESS, 7 p. (Frontiers in Artificial Intelligence and Applications).

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Open Access
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A Longitudinal Study of Pervasive Display Personalisation

Mikusz, M., Shaw, P., Davies, N., Nurmi, P., Clinch, S., Trotter, L., Elhart, I., Langheinrich, M. & Friday, A., Aug 2020, (Accepted/In press) In : ACM Transactions on Computer - Human Interaction.

Research output: Contribution to journalArticleScientificpeer-review

Analysis of Potential Shift to Low-Carbon Urban Travel Modes: A Computational Framework Based on High-Resolution Smartphone Data

Bagheri, M., Mladenović, M. N., Kosonen, I. & Nurminen, J. K., 22 Jul 2020, In : Sustainability. 12, 15, 24 p., 5901.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
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An Answer Set Programming Approach to Argumentative Reasoning in the ASPIC+ Framework

Lehtonen, T., Wallner, J. P. & Järvisalo, M., 2020, (Accepted/In press) Proceedings of the 17th International Conference on Principles of Knowledge Representation and Reasoning (KR 2020). AAAI Press

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

A normalized drug response metric improves accuracy and consistency of anticancer drug sensitivity quantification in cell-based screening

Gupta, A., Gautam, P., Wennerberg, K. & Aittokallio, T., 23 Jan 2020, In : Communications Biology. 3, 1, 12 p., 42.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
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An SDN Perspective on Multi-connectivity and Seamless Flow Migration

Hätönen, S., Huque, T. I. U., Rao, A., Jourjon, G., Gramoli, V. & Tarkoma, S., 2020, In : IEEE Networking Letters. 2, 1, p. 19-22 4 p.

Research output: Contribution to journalArticleScientificpeer-review

A Study of Keystroke Data in Two Contexts: Written Language and Programming Language Influence Predictability of Learning Outcomes

Edwards, J., Leinonen, J. & Hellas, A., 26 Feb 2020, SIGCSE '20: Proceedings of the 51st ACM Technical Symposium on Computer Science Education. ACM, p. 413-419 7 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Open Access
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A Survey on Automatic Parameter Tuning for Big Data Processing Systems

Herodotou, H., Chen, Y. & Lu, J., Apr 2020, In : ACM Computing Surveys. 53, 2, p. 1-37 37 p., 43.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
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Automated Journalism as a Source of and a Diagnostic Device for Bias in Reporting

Leppänen, L., Tuulonen, H. & Sirén-Heikel, S., 10 Jul 2020, In : Media and Communication. 8, 3, p. 39-49 11 p.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
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Automatic Dialect Adaptation in Finnish and its Effect on Perceived Creativity

Hämäläinen, M., Partanen, N., Alnajjar, K., Rueter, J. & Poibeau, T., 2020, Proceedings of the 11th International Conference on Computational Creativity (ICCC’20). p. 204-211

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Open Access
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Automatic mandibular canal detection using a deep convolutional neural network

Kwak, G. H., Kwak, E-J., Song, J. M., Park, H. R., Jung, Y-H., Cho, B-H., Hui, P. & Hwang, J. J., 31 Mar 2020, In : Scientific Reports. 10, 1, 8 p., 5711.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
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Battery Health Estimation for IoT Devices using V-Edge Dynamics

Kumar, A., Hoque, M. A., Nurmi, P., Pecht, M. G., Tarkoma, S. & Song, J., 4 Mar 2020, Proceedings of the 21st International Workshop on Mobile Computing Systems and Applications: HotMobile'2020. New York: ACM , p. 56-61 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Blockchain Consensus Algorithms: A Survey

Ferdous, M. S., Chowdhury, M. J. M., Hoque, M. A. & Colman, A., 20 Jan 2020, (Submitted) In : arXiv.org .

Research output: Contribution to journalArticleScientific

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Brain activity reflects the predictability of word sequences in listened continuous speech

Koskinen, M., Kurimo, M., Gross, J., Hyvärinen, A. & Hari, R., 1 Oct 2020, In : NeuroImage. 219, 9 p., 116936.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
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Breeze: an integrated quality control and data analysis application for high-throughput drug screening

Potdar, S., Ianevski, A., Mpindi, J-P., Bychkov, D., Fiere, C., Ianevski, P., Yadav, B., Wennerberg, K., Aittokallio, T., Kallioniemi, O., Saarela, J. & Östling, P., Jun 2020, In : Bioinformatics. 36, 11, p. 3602-3604 3 p.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
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Camel: Smart, Adaptive Energy Optimization for Mobile Web Interactions

Ren, J., Yuan, L., Nurmi, P., Wang, X., Ma, M., Gao, L., Tang, Z., Zheng, J. & Wang, Z., 2020, (Accepted/In press) IEEE Conference on Computer Communications (INFOCOM 2020).

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Capturing Evolution in Word Usage: Just Add More Clusters?

Martinc, M., Montariol, S., Zosa, E. & Pivovarova, L., 2020, WWW ’20 Companion. Taipei: ACM, p. 343-349 7 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Open Access
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Centrality Heuristics for Exact Model Counting

Bliem, B. & Järvisalo, M., 13 Feb 2020, IEEE 31st International Conference on Tools with Artificial Intelligence (ICTAI 2019). IEEE Computer Society, p. 59-63

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Open Access
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Code Reviews, Software Inspections, and Code Walkthroughs: Systematic Mapping Study of Research Topics

Fronza, I., Hellas, A., Ihantola, P. & Mikkonen, T., 2020, International Conference on Software Quality SWQD 2020 : Software Quality: Quality Intelligence in Software and Systems Engineering. Springer, p. 121-133 12 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Computational creativity beyond machine learning

Toivonen, H., 18 Jun 2020, In : Physics of Life Reviews.

Research output: Contribution to journalComment/debateScientific

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Computational Generation of Slogans

Alnajjar, K. & Toivonen, H., 2020, In : Natural Language Engineering.

Research output: Contribution to journalArticleScientificpeer-review

Open Access

Computing Tight Differential Privacy Guarantees Using FFT

Koskela, A., Jälkö, J. & Honkela, A., Jun 2020, Proceedings of the Twenty Third International Conference on Artificial Intelligence and Statistics. AISTATS, p. 2560-2569 10 p. (Proceedings of Machine Learning Research; vol. 108).

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Open Access
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Controllability of Control Argumentation Frameworks

Niskanen, A., Neugebauer, D. & Järvisalo, M., 2020, (Accepted/In press) Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence (IJCAI 2020). Bessiere, C. (ed.). International Joint Conferences on Artificial Intelligence, p. 1855-1861 7 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Core-Guided and Core-Boosted Search for CP

Grange, G., Berg, J., Demirovic, E. & Stuckey, P., 30 Jan 2020, (Accepted/In press) Proceedings of the 17th International Conference on the Integration of Constraint Programming, Artificial Intelligence, and Operations Research. Springer International Publishing AG, (Lecture Notes in Computer Science. Theoretical Computer Science and General Issues).

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Open Access
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Correcting Predictions for Approximate Bayesian Inference

Kusmierczyk, T., Sakaya, J. & Klami, A., Feb 2020, The thirty-fourth AAAI conference on artificial intelligence. Association for the Advancement of Artificial Intelligence (AAAI), Vol. 34. p. 4511-4518 8 p. (Proceedings of the AAAI Conference on Artificial Intelligence).

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

COSINE: Collaborator Selector for Cooperative Multi-Device Sensing and Computing

Flores, H., Zuniga, A., Faghihi Berenjegani, F., Li, X., Hemminki, S., Tarkoma, S., Hui, P. & Nurmi, P., 2020, (Accepted/In press) 2020 IEEE International Conference on Pervasive Computing and Communications (PerCom).

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

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Cost-effective survival prediction for patients with advanced prostate cancer using clinical trial and real-world hospital registry datasets

Murtojärvi, M., Halkola, A. S., Airola, A., Laajala, T. D., Mirtti, T., Aittokallio, T. & Pahikkala, T., Jan 2020, In : International Journal of Medical Informatics. 133, 8 p., 104014.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
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Creating Expert Knowledge by Relying on Language Learners: a Generic Approach for Mass-Producing Language Resources by Combining Implicit Crowdsourcing and Language Learning

Nicolas, L., Lyding, V., Borg, C., Fort, K., Zdravkova, K., Kosem, I., Čibej, J., Arhar Holdt, Š., Millour, A., König, A., Rodosthenous, C., Sangati, F., Katinskaia, A., Barreiro, A., Aparaschivei, L. & HaCohen-Kerner, Y., May 2020, p. 268.

Research output: Conference materialsPaper

Crowdsourcing Content Creation for SQL Practice

Leinonen, J., Pirttinen, N. & Hellas, A., Jun 2020, ITiCSE '20: Proceedings of the 2020 ACM Conference on Innovation and Technology in Computer Science Education. ACM, p. 349-355 7 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Open Access
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DALI and the persistence of protein shape

Holm, L., Jan 2020, In : Protein Science. 29, 1, p. 128-140 13 p.

Research output: Contribution to journalArticleScientificpeer-review

Open Access

Data Analysis of Low-cost Air Quality Sensors in Helsinki

Zaidan, M., Hossein Motlagh, N., Fung, P. L., Timonen, H., Tarkoma, S., Hussein, T., Petäjä, T. & Kulmala, M., Jun 2020, (Accepted/In press) 1 p. Denmark : Nordic Society for Aerosol Research (NOSA).

Research output: Other contribution

Open Access
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Data-Driven Approach to Grade Change Scheduling Optimization in a Paper Machine

Mostafaei, H., Ikonen, T., Kramb, J., Deneke, T., Heljanko, K. & Harjunkoski, I., 29 Apr 2020, In : Industrial & Engineering Chemistry Research. 59, 17, p. 8281-8294 14 p.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
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Deciding Acceptance in Incomplete Argumentation Frameworks

Niskanen, A., Neugebauer, D., Järvisalo, M. & Rothe, J., 2020, Proceedings of the 34th AAAI Conference on Artificial Intelligence (AAAI 2020). AAAI Press, p. 2942-2949 8 p. (Proceedings of the AAAI Conference on Artificial Intelligence).

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Open Access
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Designing ecologically optimized pneumococcal vaccines using population genomics

Colijn, C., Corander, J. & Croucher, N. J., 3 Feb 2020, In : Nature Microbiology. 5, p. 473–485 13 p.

Research output: Contribution to journalArticleScientificpeer-review

Discovering Causal Graphs with Cycles and Latent Confounders: An Exact Branch-and-Bound Approach

Rantanen, K., Hyttinen, A. & Järvisalo, M., Feb 2020, In : International Journal of Approximate Reasoning. 117, p. 29-49 21 p.

Research output: Contribution to journalArticleScientificpeer-review

Distributed Vehicular Computing at the Dawn of 5G: a Survey

Alhilal, A., Braud, T. & Hui, P., 2020, (Submitted) In : Communications Surveys & Tutorials.

Research output: Contribution to journalReview ArticleScientificpeer-review