Department of Computer Science

  • Finland

Publications 1977 2020

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2019

Criterion-Based Grading, Agile Goal Setting, and Course (Un)Completion Strategies

Ihantola, P., Isohanni, E., Heino, P. & Mikkonen, T., 2019, Agile and Lean Concepts for Teaching and Learning: Bringing Methodologies from Industry to the Classroom. Parsons, D. & MacCallum, K. (eds.). Singapore: Springer, p. 207-230 24 p.

Research output: Chapter in Book/Report/Conference proceedingChapterScientificpeer-review

Matrix and Tensor Factorization Methods for Toxicogenomic Modeling and Prediction

Khan, S. A., Aittokallio, T., Scherer, A., Grafström, R. C. & Kohonen, P., May 2019, Advances in Computational Toxicology: Methodologies and Applications in Regulatory Science. Hong, H. (ed.). Cham: Springer International Publishing AG, p. 57-74 18 p. (Challenges and Advances in Computational Chemistry and Physics; vol. 30).

Research output: Chapter in Book/Report/Conference proceedingChapterScientificpeer-review

Tekoäly vai tukiäly?

Toivonen, H., 2019, Kaikenlaista rohkeutta. Hetemäki, I., Koskinen, H., Pulkkinen, T. & Väliverronen, E. (eds.). Helsinki: Gaudeamus, p. 62-63 2 p.

Research output: Chapter in Book/Report/Conference proceedingChapterGeneral public

2018

5G Positioning: Security and Privacy Aspects

Lohan, E. S., Alén-Savikko, A., Chen, L., Järvinen, K., Leppäkoski, H., Kuusniemi, H. & Korpisaari, P., Mar 2018, A Comprehensive Guide to 5G Security. Liyanage, M., Ahmad, I., Abro, A. B., Gurtov, A. & Yliantilla, M. (eds.). Hoboken: John Wiley & Sons, p. 281-320 40 p.

Research output: Chapter in Book/Report/Conference proceedingChapterScientificpeer-review

Abstract dialectical frameworks

Brewka, G., Ellmauthaler, S., Strass, H., Wallner, J. P. & Woltran, S., 2018, (Accepted/In press) Handbook of Formal Argumentation. Baroni, P., Gabbay, D., Giacomin, M. & van der Torre, L. (eds.). College publications

Research output: Chapter in Book/Report/Conference proceedingChapterScientific

CircE: Real-time caching for instance recognition on cloud environments and multi-core architectures

Lovagnini, L., Bijarbooneh, F. H., Zhang, W. & Hui, P., 2018, MM 2018 : Proceedings of the 26th ACM international conference on Multimedia. New York: ACM, p. 346-354 9 p.

Research output: Chapter in Book/Report/Conference proceedingChapterScientificpeer-review

Evaluation of collocation extraction methods for the Russian language

Pivovarova, L., Kormacheva, D. & Kopotev, M., 2018, Quantitative approaches to the Russian language. Kopotev, M., Lyashevskaya, O. & Mustajoki, A. (eds.). Abingdon: Routledge, p. 137-157 21 p.

Research output: Chapter in Book/Report/Conference proceedingChapterScientificpeer-review

Evolution of the AMP-Activated Protein Kinase Controlled Gene Regulatory Network

Mehlgarten, C., Eggeling, R., Gohr, A., Bönn, M., Lemnian, I., Nettling, M., Katharina, S., Kleindienst, C., Grosse, I. & Breunig, K., 2018, Information- and Communication Theory in Molecular Biology. Bossert, M. (ed.). Berlin: Springer-Verlag, p. 211-238 28 p. (Lecture Notes in Bioengineering).

Research output: Chapter in Book/Report/Conference proceedingChapterScientific

Foundations of implementations for formal argumentation

Cerutti, F., Gaggl, S. A., Thimm, M. & Wallner, J. P., 2018, (Accepted/In press) Handbook of Formal Argumentation. College publications

Research output: Chapter in Book/Report/Conference proceedingChapterScientific

Hybrid Indexing Revisited

Ferrada, H., Kempa, D. & Puglisi, S. J., 2018, 2018 Proceedings of the Twentieth Workshop on Algorithm Engineering and Experiments (ALENEX). Pagh, R. & Venkatasubramanian, S. (eds.). Society for Industrial and Applied Mathematics, p. 1-8 8 p.

Research output: Chapter in Book/Report/Conference proceedingChapterScientificpeer-review

Identifying Bacterial Strains from Sequencing Data

Mäklin, T., Corander, J. & Honkela, A., 2018, Data Mining for Systems Biology: Methods and Protocols. Mamitsuka, H. (ed.). 2 ed. New York, NY: Humana press, p. 1-7 7 p. (Methods in Molecular Biology; vol. 1807).

Research output: Chapter in Book/Report/Conference proceedingChapterScientificpeer-review

Image quality assessment and outliers filtering in an image-based animal supervision system

Khoramshahi, E., Hietaoja, J., Valros, A., Yun, J. & Pastell, M., 2018, Veterinary Science: Breakthroughs in Research and Practice. IGI Global, p. 34-50

Research output: Chapter in Book/Report/Conference proceedingChapterScientificpeer-review

Methods for High-throughput Drug Combination Screening and Synergy Scoring

He, L., Kulesskiy, E., Saarela, J. S., Turunen, L. L., Wennerberg, J. K., Aittokallio, T. A. & Tang, J., 2018, Cancer Systems Biology. von Stechow, L. (ed.). New York: Humana press, p. 351-398 48 p. (Methods in molecular biology; no. 1711).

Research output: Chapter in Book/Report/Conference proceedingChapterScientificpeer-review

Pac-many: Movement behavior when playing collaborative and competitive games on large displays

Mayer, S., Lischke, L., Grønbæk, J. E., Sarsenbayeva, Z., Vogelsang, J., Woźniak, P. W., Henze, N. & Jacucci, G., 2018, CHI '18 Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems . New York: ACM, 539

Research output: Chapter in Book/Report/Conference proceedingChapterScientificpeer-review

Open Access
File

Situational context in the programmable world

Berrocal, J., Garcia-Alonso, J., Galan-Jimenez, J., Murillo, J. M., Mäkitalo, N., Mikkonen, T. & Canal, C., 2018, 2017 IEEE SmartWorld Ubiquitous Intelligence and Computing, Advanced and Trusted Computed, Scalable Computing and Communications, Cloud and Big Data Computing, Internet of People and Smart City Innovation, SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI 2017 - Conference Proceedings. IEEE Computer Society, p. 1-8 8 p.

Research output: Chapter in Book/Report/Conference proceedingChapterScientificpeer-review

VisBIA 2018 - Workshop on visual interfaces for big data environments in industrial applications

Kammer, D., Keck, M., Both, A., Jacucci, G. & Groh, R., 2018, Proceedings of VisBIA 2018 - Workshop on Visual Interfaces for Big Data Environments in Industrial Applications: Proceedings of the Workshop on Advanced Visual Interfaces AVI. New York: ACM, 3 p. 12

Research output: Chapter in Book/Report/Conference proceedingChapterScientificpeer-review

2017

AES and SNOW 3G are Feasible Choices for a 5G Phone from Energy Perspective

Khan, M. & Niemi, V., 2017, 5G for Future Wireless Networks: First International Conference, 5GWN 2017, Beijing, China, April 21-23, 2017, Proceedings. Long, K., Leung, V. C. M., Zhang, H., Feng, Z., Li, Y. & Zhang, Z. (eds.). Cham: Springer International Publishing AG, p. 403-412 (Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering; vol. 211).

Research output: Chapter in Book/Report/Conference proceedingChapterScientificpeer-review

Open Access
File

Crowdboard: Augmenting in-person idea generation with real-time crowds

Andolina, S., Schneider, H., Chan, J., Klouche, K., Jacucci, G. & Doe, S., 2017, Proceedings of the 2017 ACM SIGCHI Conference on Creativity and Cognition . New York, NY: ACM, p. 106-118 9 p.

Research output: Chapter in Book/Report/Conference proceedingChapterScientificpeer-review

I forskningens främsta led

Translated title of the contribution: At the forefront of researchFloreen, P. B. J., Jan 2017, Uni på svenska. Helsinki: University of Helsinki, p. 111 1 p.

Research output: Chapter in Book/Report/Conference proceedingChapterGeneral public

Image quality assessment and outliers filtering in an image-based animal supervision system

Khoramshahi, E., Hietaoja, J., Valros, A., Yun, J. & Pastell, M., 2017, Biometrics: Concepts, Methodologies, Tools, and Applications. Hershey, United States: IGI Global, 17 p.

Research output: Chapter in Book/Report/Conference proceedingChapterScientificpeer-review

Mitä geenit kertovat suomalaisten alkuperästä?

Onkamo, P. A., 10 Jan 2017, Kaikki vapaudesta. Enqvist, K., Hetemäki, I. & Tiilikainen, T. (eds.). Helsinki: Gaudeamus, p. 197-211 15 p.

Research output: Chapter in Book/Report/Conference proceedingChapterScientific

Predicting Interestingness of Visual Content

Demarty, C-H., Sjöberg, M., Constantin, M. G., Duong, N. Q. K., Ionescu, B., Do, T-T. & Wang, H., 16 Oct 2017, Visual Content Indexing and Retrieval with Psycho-Visual Models. Benois-Pineau, J. & Le Callet, P. (eds.). Cham: Springer International Publishing AG, p. 233-265 33 p.

Research output: Chapter in Book/Report/Conference proceedingChapterScientific

Usability Testing

Riihiaho, S., 28 Dec 2017, The Wiley Handbook of Human Computer Interaction. Norman, K. L. & Kirakowski, J. (eds.). John Wiley & Sons Ltd., p. 255-275 21 p.

Research output: Chapter in Book/Report/Conference proceedingChapterScientificpeer-review

Viestinnän mittaaminen Big Datan avulla

Nelimarkka, M. & Sund, R. T., 2017, Mitattava viestintä. Juholin, E. & Luoma-aho, V. (eds.). Helsinki: ProCom – Viestinnän ammattilaiset ry, p. 74-85 12 p. 7. (ProComma Academic; vol. 2017).

Research output: Chapter in Book/Report/Conference proceedingChapterScientificpeer-review

Open Access

What We Say We Want and What We Really Need: Experiences on the Barriers to Communicate Information System Needs

Koski, A. J. & Mikkonen, T. J., 2017, Requirements Engineering for Service and Cloud Computing. Springer, p. 3-21

Research output: Chapter in Book/Report/Conference proceedingChapterProfessional

2016

Continuously experiment to assess values early on

Münch, J., Jul 2016, Perspectives on Data Science for Software Engineering. Zimmermann, T., Williams, L. & Menzies, T. (eds.). 1. ed. Morgan Kaufmann Publishers, p. 365-368

Research output: Chapter in Book/Report/Conference proceedingChapterScientificpeer-review

Designing the First Finnish MOOCs

Seppälä, O., Sorva, J. & Vihavainen, A., 2016, New Ways to Teach and Learn in China and Finland: Crossing Boundaries with Technology. Niemi, H. & Jia, J. (eds.). Bern: Peter Lang, p. 279-300 21 p.

Research output: Chapter in Book/Report/Conference proceedingChapterScientificpeer-review

Digitaalinen vaaliteltta: Twitter politiikan areenana eduskuntavaaleissa 2015

Marttila, M., Laaksonen, S-M., Kekkonen, A., Tuokko, M. & Nelimarkka, M., 2016, Poliittisen osallistumisen eriytyminen: eduskuntavaalitutkimus 2015. Grönlund, K. & Wass, H. (eds.). Helsinki: Oikeusministeriö, p. 117-137 21 p. (Oikeusministeriön julkaisu; no. 28/2016).

Research output: Chapter in Book/Report/Conference proceedingChapterScientificpeer-review

File

Nonlinear Functional Causal Models for Distinguishing Cause from Effect

Hyvärinen, A. & Zhang, K., 2016, Statistics and Causality: Methods for Applied Empirical Research. Wiedermann, W. & von Eye, A. (eds.). 2016 ed. Hoboken, New Jersey : John Wiley, p. 185-201 17 p. (Wiley series in probability and statistics).

Research output: Chapter in Book/Report/Conference proceedingChapterScientificpeer-review

The Human as the mind in the machine: Addressing big data

Freeman, J., Miotto, A., Lessiter, J., Verschure, P., Omedas, P., Seth, A. K., Papadopoulos, G. T., Caria, A., André, E., Cavazza, M., Camberini, L., Spagnolli, A., Jost, J., Kouider, S., Takács, B., Sanfeliu, A., De Rossi, D., Cenedese, C., Bintliff, J. L. & Jacucci, G., Jun 2016, Human Computer Confluence: TransformHuman Experience through Symbiotic Technologies. De Gruyter Open, p. 198-212 15 p.

Research output: Chapter in Book/Report/Conference proceedingChapterScientific

2015

Advances in visual concept detection: Ten years of TRECVID

Viitaniemi, V., Sjöberg, M. V., Koskela, J. M., Ishikawa, S. & Laaksonen, J., 2015, Advances in Independent Component Analysis and Learning Machines. Bingham, E., Kaski, S., Laaksonen, J. & Lampinen, J. (eds.). Amsterdam: Elsevier Scientific Publ. Co, p. 249-278 30 p. 12

Research output: Chapter in Book/Report/Conference proceedingChapterScientificpeer-review

A unified probabilistic model for independent and principal component analysis

Hyvärinen, A. J., 2015, Advances in Independent Component Analysis and Learning Machines. Bingham, E., Kaski, S., Laaksonen, J. & Lampinen, J. (eds.). Amsterdam: Elsevier Scientific Publ. Co, p. 75-82 8 p.

Research output: Chapter in Book/Report/Conference proceedingChapterScientific

Compressed Suffix Array

Belazzougui, D., Mäkinen, V. A. T. & Valenzuela, S. D. A., 2015, Encyclopedia of Algorithms. Kao, M-Y. (ed.). New York: Springer, 6 p.

Research output: Chapter in Book/Report/Conference proceedingChapterScientificpeer-review

Green Software Quality Factors

Taina, J. & Mäkinen, S., 2015, Green in Software Engineering. Calero, C. & Piattini, M. (eds.). Cham: Springer International Publishing AG, p. 129-154 26 p.

Research output: Chapter in Book/Report/Conference proceedingChapterScientificpeer-review

Installed base information utilisation in industrial service development and operations

Perminova-Harikoski, O., Tiihonen, J. T., Öhman, M., Finne, M. & Kuusela, J., Dec 2015, Strategic Change towards Future Industrial Service Business. Martinsuo, M., Perminova-Harikoski, O. & Turunen, T. (eds.). Tampere: Tampere University of Technology, Department of Industrial Management , p. 6-21 16 p.

Research output: Chapter in Book/Report/Conference proceedingChapterScientificpeer-review

Open Access
File

Installed Base Information Utilization in Industrial Service Development and Operations

Perminova-Harikoski, O., Tiihonen, J., Öhman, M., Finne, M. & Kuusela, J., 2015, Strategic Change Towards Future Industrial Service Business. Tampere: Tampereen yliopisto, Johtamiskorkeakoulu, p. 6-21 16 p.

Research output: Chapter in Book/Report/Conference proceedingChapterScientificpeer-review

Multidimensional String Matching

Kärkkäinen, J. T., 2015, Encyclopedia of Algorithms. Kao, M-Y. (ed.). New York: Springer Science+Business Media, 5 p.

Research output: Chapter in Book/Report/Conference proceedingChapterScientificpeer-review

On the Applicability of Latent Variable Modeling to Research System Data

Bingham, E. E. & Mannila, H. O., 2015, Advances in Independent Component Analysis and Learning Machines. Bingham, E., Kaski, S., Laaksonen, J. & Lampinen, J. (eds.). London: Elsevier Academic Press, p. 279-288 10 p.

Research output: Chapter in Book/Report/Conference proceedingChapterScientific

'Phylogenetics'

Howe, C., Windram, H., Roos, T., Macé, C., Roelli, P. & Halonen, M., 15 Nov 2015, Parvum Lexicon Stemmatologicum.

Research output: Chapter in Book/Report/Conference proceedingChapterProfessional

Rank and Select Operations on Sequences

Gagie, T., 2015, Encyclopedia of Algorithms. Kao, M-Y. (ed.). New York: Springer

Research output: Chapter in Book/Report/Conference proceedingChapterScientific

Smart and Secure Cross-Device Apps for the Internet of Advanced Things

Busold, C., Heuser, S., Rios, J., Sadeghi, A-R. & Asokan, N., 2015, Financial Cryptography and Data Security (FC 2015). Bohme, R. & Okamoto, T. (eds.). Springer-Verlag, p. 272-290 19 p. (Lecture Notes in Computer Science; vol. 8975).

Research output: Chapter in Book/Report/Conference proceedingChapterScientificpeer-review

Stimulus games

Järvelä, S., Ekman, I., Kivikangas, J. M. & Ravaja, N., 2015, Game research methods: An overview. Lankoski, P. & Björk, S. (eds.). Pittsburgh, PA : ETC Press, p. 193-206 14 p.

Research output: Chapter in Book/Report/Conference proceedingChapterScientificpeer-review

Suffix Array Construction

Kärkkäinen, J. T., 2015, Encyclopedia of Algorithms. Kao, M-Y. (ed.). New York: Springer, 6 p.

Research output: Chapter in Book/Report/Conference proceedingChapterScientificpeer-review

The Design of Interfaces for Multi-Robot Path Planning and Control

Andolina, S. & Forlizzi, J., 2015, 2014 IEEE Workshop on Advanced Robotics and its Social Impacts (ARSO 2014): Proceedings of a meeting held 11-13 September 2014, Evanston, Illinois, USA.. Institute of Electrical and Electronics Engineers, p. 7-13 7 p.

Research output: Chapter in Book/Report/Conference proceedingChapterScientificpeer-review

Ways to measure spatial presence: Review and future directions

Laarni, J., Ravaja, N., Saari, T., Böcking, S., Hartmann, T. & Schramm, H., 2015, Immersed in Media: Telepresence Theory, Measurement & Technology. Lombard, M., Biocca, F., Freeman, J., IJsselsteijn, W. & Schaevitz, R. J. (eds.). Cham, Switzerland: Springer International Publishing AG, p. 139-185

Research output: Chapter in Book/Report/Conference proceedingChapterScientificpeer-review

2014

A Short History of Configuration Technologies

Hotz, L., Felfernig, A., Günter, A. & Tiihonen, J., 2014, Knowledge-based Configuration -- From Research to Business Cases. Waltham, MA, USA: Morgan Kaufmann Publishers, p. 9-19 11 p.

Research output: Chapter in Book/Report/Conference proceedingChapterScientificpeer-review

Benefits of Configuration Systems

Felfernig, A., Bagley, C., Tiihonen, J. & Hotz, L., 2014, Knowledge-based Configuration -- From Research to Business Cases. Waltham, MA, USA: Morgan Kaufmann Publishers, p. 29-33 5 p.

Research output: Chapter in Book/Report/Conference proceedingChapterScientificpeer-review

Building Blocks for an Elastic Mobile Core

Osmani, L., Lindholm, H., Chemmagate, B., Rao, A., Tarkoma, S., Heinonen, J. & Flinck, H., 2014, Proceedings of the 2014 CoNEXT on Student Workshop. New York: ACM, p. 43-45 3 p.

Research output: Chapter in Book/Report/Conference proceedingChapterScientificpeer-review

Closed Factorization

Badkobeh, G., Bannai, H., Goto, K., I, T., Iliopoulos, C. S., Inenaga, S., Puglisi, S. J. & Sugimoto, S., 2014, Proceedings of the Prague Stringology Conference 2014, Prague, Czech Republic, September 1-3, 2014. Holub, J. & Zdárek, J. (eds.). Prague: Czech Technical University in Prague, Department of Theoretical Computer Science, Faculty of Information Technology, p. 162-168 7 p.

Research output: Chapter in Book/Report/Conference proceedingChapterScientific

Computational statistics approaches to study metabolic syndrome

Huopaniemi, I. & Kaski, S., 2014, A systems biology approach to study metabolic syndrome. Orešic, M. & Vidal-Puig, A. (eds.). Dordrecht: Springer, p. 319-339 21 p.

Research output: Chapter in Book/Report/Conference proceedingChapterScientificpeer-review