Publications 1973 2019

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2019

Enhanced Augmented Reality Applications in Vehicle-to-Edge Networks

Zhou, P., Zhang, W., Braud, T., Hui, P. & Kangasharju, J., 19 Feb 2019, 22nd Conference on Innovation in Clouds, Internet and Networks (ICIN 2019). 8 p.

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

ERL: Edge Based Reinforcement Learning for Optimized Urban Traffic Light Control

Zhou, P., Alhilal, A., Braud, T., Hui, P. & Kangasharju, J., 15 Mar 2019, The 2019 IEEE PerCom workshop on Smart Edge Computing and Networking (SmartEdge'19) . 6 p.

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

Reasoning over Assumption-Based Argumentation Frameworks via Direct Answer Set Programming Encodings

Lehtonen, T. T. P., Wallner, J. P. & Järvisalo, M. J., 2019, (Accepted/In press) Proceedings of the 33rd AAAI Conference on Artificial Intelligence (AAAI 2019). AAAI Press

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

Unsupervised Learning of Cross-Lingual Symbol Embeddings Without Parallel Data

Granroth-Wilding, M. & Toivonen, H., 3 Jan 2019, Proceedings of the Society for Computation in Linguistics. Vol. 2. 4

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

Open Access
2018

Achievement Goals in CS1: Replication and Extension

Zingaro, D., Craig, M., Porter, L., Becker, B. A., Cao, Y., Conrad, P., Cukierman, D., Hellas, A., Loksa, D. & Thota, N., 2018, Proceedings of the 49th ACM Technical Symposium on Computer Science Education. New York, NY, USA: ACM, p. 687-692 6 p. (SIGCSE '18).

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

A Deep Incremental Boltzmann Machine for Modeling Context in Robots

Dogan, F. I., Celikkanat, H. & Kalkan, S., 2018, IEEE International Conference on Robotics and Automation (ICRA). IEEE

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

Advances on Scandium Recovery Beyond State of the Art

Yagmurlu, B., Zhang, W., Avdibegovic, D., Regadio, M., Koivula, R. T., Dittrich, C., Binnemans, K. & Friedrich, B., 2018, ALTA 2018 URANIUM-REE-Lithium Proceedings. ALTA, p. 85-93 9 p.

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

Open Access
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A Hybrid Approach to Optimization in Answer Set Programming

Saikko, P. H. A., Alviano, M., Dodaro, C. & Järvisalo, M. J., 2018, Proceedings of the 16th International Conference on Principles of Knowledge Representation and Reasoning. Thielscher, M., Toni, F. & Wolter, F. (eds.). AAAI Press, p. 32-41 10 p.

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

Open Access

A Master-Apprentice Approach to Automatic Creation of Culturally Satirical Movie Titles

Alnajjar, K. & Hämäläinen, M., 2018, The 11th International Conference on Natural Language Generation: Proceedings of the Conference. Stroudsburg: Association for Computational Linguistics, p. 274–283 10 p.

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

Open Access
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Analysis of Students' Peer Reviews to Crowdsourced Programming Assignments

Pirttinen, N., Kangas, V., Nygren, H., Leinonen, J. & Hellas, A., 22 Nov 2018, Proceedings of the 18th Koli Calling International Conference on Computing Education Research. ACM, 21

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

Anatomy of Viral Social Media Events

Pöyry, E. I., Laaksonen, S-M., Kekkonen, A. I. & Pääkkönen, J. I., 2018, Proceedings of the 51st Hawaii International Conference on System Sciences. University of Hawai'i at Manoa, p. 2173-2182 10 p. 0273

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

Open Access
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Anveshak: Placing Edge Servers In The Wild

Mohan, N., Zavodovski, A., Zhou, P. & Kangasharju, J., 11 Aug 2018, Proceedings of the 2018 Workshop on Mobile Edge Communications: Co-located with ACM SIGCOMM 2018. ACM, p. 7-12 6 p.

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

A Preference-Based Approach to Backbone Computation with Application to Argumentation

Previti, A. & Järvisalo, M., 2018, SAC '18: Proceedings of the 33rd Annual ACM Symposium on Applied Computing. Haddad, H. M., Wainwright, R. L. & Chbeir, R. (eds.). New York: ACM, p. 896-902 8 p.

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

A progressive resampling algorithm for finding very sparse investment portfolios

Hassinen, M. & Ukkonen, A. E. K., 2018, Proceedings of the Third Workshop on MIning DAta for financial applicationS (MIDAS 2018) co-located with the 2018 European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD 2018).

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

Architecting Self-adaptive Software Systems

Huuhtanen, A., Mäkitalo, N. K. & Mikkonen, T. J., 2018, International Conference on Web Engineering Workshops. Springer, Cham, p. 59-70

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

ARVE: Augmented Reality Applications in Vehicle to Edge Networks

Zhou, P., Zhang, W., Braud, T., Hui, P. & Kangasharju, J., 20 Aug 2018, MECOMM '18 Proceedings of the Workshop on Mobile Edge Communications: Co-located with ACM SIGCOMM 2018.. p. 25-30 6 p.

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

ASP Programs with Groundings of Small Treewidth

Bliem, B., 18 Apr 2018, Foundations of Information and Knowledge Systems: 10th International Symposium, FoIKS 2018, Budapest, Hungary, May 14–18, 2018, Proceedings. 1 ed. Charm, Switzerland: Springer International Publishing , Vol. 10833. p. 97-113 (Lecture Notes in Computer Science; vol. 10833).

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

A Study of Pair Programming Enjoyment and Attendance using Study Motivation and Strategy Metrics

Aarne, O., Peltola, P., Leinonen, J. & Hellas, A., 21 Feb 2018, SIGCSE '18: Proceedings of the 49th ACM Technical Symposium on Computer Science Education. New York: ACM, p. 759-764 6 p.

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

A Unified Probabilistic Model for Learning Latent Factors and Their Connectivities from High-Dimensional Data

Monti, R. P. & Hyvärinen, A., 6 Aug 2018, Uncertainty in Artificial Intelligence: Proceedings of the Thirty-Fourth Conference (2018). Globerson, A. & Silva, R. (eds.). Oregon: AUAI Press, p. 300-309 10 p.

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

Automated social media content analysis from urban green areas – Case Helsinki

Heikinheimo, V. V., Tenkanen, H. T. O., Hiippala, T., Järv, O. & Toivonen, T. K., 2018, Spatial Big Data and Machine Learning in GIScience: Workshop at GIScience 2018. Raubal, M., Wang, S., Guo, M., Jonietz, D. & Kiefer, P. (eds.). p. 40-43 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionProfessional

Open Access

Benchmarks and models for entity-oriented polarity detection

Pivovarova, L., Klami, A. & Yangarber, R., 2018, The 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Proceedings of the Conference Volume 3 (Industry Papers). Association for Computational Linguistics, p. 129-136 8 p.

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

Open Access
File

Bug Fixes, Improvements, ... and Privacy Leaks: A Longitudinal Study of PII Leaks Across Android App Versions

Ren, J., Lindorfer, M., Dubois, D. J., Rao, A., Choffnes, D. & Vallina-Rodriguez, N., 2018, Proceedings 2018 Network and Distributed System Security Symposium. Internet Society, 15 p.

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

Open Access

Case Study: Building a Serverless Messenger Chatbot

Lehvä, J., Mäkitalo, N. & Mikkonen, T., 22 Feb 2018, Current Trends in Web Engineering: ICWE 2017 International Workshops, Liquid Multi-Device Software and EnWoT, practi-O-web, NLPIT, SoWeMine, Rome, Italy, June 5-8, 2017, Revised Selected Papers. Garrigós, I. & Wimmer, M. (eds.). Springer, Cham, p. 75-86 12 p. (Lecture Notes in Computer Science; vol. 10544).

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

Open Access
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CEFIoT: A Fault-Tolerant IoT Architecture for Edge and Cloud

Javed, A., Heljanko, K., Buda, A. & Främling, K., 5 Feb 2018, IEEE World Forum on Internet of Things, WF-IoT 2018. IEEE, p. 813 818 p.

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

Challenges When Moving from Monolith to Microservice Architecture

Kalske, M., Mäkitalo, N. & Mikkonen, T., 22 Feb 2018, Current Trends in Web Engineering: ICWE 2017 International Workshops, Liquid Multi-Device Software and EnWoT, practi-O-web, NLPIT, SoWeMine, Rome, Italy, June 5-8, 2017, Revised Selected Papers. Garrigós, I. & Wimmer, M. (eds.). Springer, Cham, p. 32-47 16 p. (Lecture Notes in Computer Science; vol. 10544).

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

Open Access
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Comparing male and female students’ self-efficacy and self-regulation skills in two undergraduate mathematics course contexts

Lahdenperä, J., 2018, Proceedings of INDRUM 2018: Second conference of the International Network for Didactic Research in University Mathematics. Durand-Guerrier, V., Hochmuth, R., Goodchild, S. & Hogstad, N. M. (eds.). Kristiansand, Norway: University of Agder and INDRUM, p. 346-355 10 p. (INDRUM Proceedings).

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

Comparison of Representations of Named Entities for Multi-label Document Classification with Convolutional Neural Networks

Pivovarova, L. & Yangarber, R., Jul 2018, Proceedings of The Third Workshop on Representation Learning for NLP. Association for Computational Linguistics, p. 64-68 5 p.

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

File

Concept Networks in Learning and the Epistemic Support of their Key Concepts

Koponen, I. T. & Nousiainen, M., 2018, Complex Networks & Their Applications VI: Proceedings of Complex Networks 2017 . Cherifi, C. B., Cherifi, H., Karsai, M. & Musolesi, M. (eds.). Cham: Springer International Publishing AG, p. 759-769 11 p. (Studies in Computational Intelligence; vol. 689).

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

Conceptual Patterns of Changes in University Students’ Explanations During DC-Circuit Tasks

Mäntylä, T. & Kokkonen, T. P., 2018, Rethinking Learning in the Digital Age Rethinking Learning in the Digital Age: Making the Learning Sciences Count : 13th International Conference of the Learning Sciences (ICLS) 2018, Volume 2. Kay, J. & Luckin, R. (eds.). London, UK: ISLS International Society of the Learning Sciences, p. 1117-1120 4 p. (Computer-supported collaborative learning).

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

Configuring Release Plans

Felfernig, A., Spöcklberger, J., Samer, R., Stettinger, M., Atas, M., Tiihonen, J. T. & Raatikainen, M. J., 23 Sep 2018, Proceedings of the 20th Configuration Workshop. Felfernig, A., Tiihonen, J., Hotz, L. & Stettinger, M. (eds.). CEUR-WS.org, Vol. Vol-2220. p. 9-14 (CEUR Workshop Proceedings; vol. Vol-2220).

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

Open Access
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Continuous Experimentation in Mobile Game Development

Yaman, S., Mikkonen, T. & Suomela, R., 29 Aug 2018, Euromicro Conference on Software Engineering and Advanced Applications (SEEA). IEEE Computer Society Conference Publishing Services, p. 345-352 8 p.

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

Open Access

Correcting Boundary Over-Exploration Deficiencies In Bayesian Optimization With Virtual Derivative Sign Observations

Siivola, E., Vehtari, A., Vanhatalo, J., Gonzalez, J. & Andersen, M., Nov 2018, 2018 IEEE 28th International Workshop on Machine Learning for Signal Processing (MLSP). IEEE, Vol. 28. 6 p.

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

Counting connected subgraphs with maximum-degree-aware sieving

Bjorklund, A., Husfeldt, T., Kaski, P. & Koivisto, M. K. H., 2018, 29th International Symposium on Algorithms and Computation (ISAAC 2018). Hsu, W-L., Lee, D-T. & Liao, C-S. (eds.). Schloss Dagstuhl - Leibniz-Zentrum für Informatik, p. 17:1 17 p. (Leibniz International Proceedings in Informatics (LIPIcs); vol. 123).

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

Open Access

Counting Linear Extensions in Practice: MCMC versus Exponential Monte Carlo

Talvitie, T. L., Kangas, J-K. W., Niinimäki, T. M. & Koivisto, M. K. H., 2018, Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence. AAAI Press

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

File

CrossSense: Towards Cross-Site and Large-Scale WiFi Sensing

Zhang, J., Tang, Z., Li, M., Fang, D., Nurmi, P. T. & Wang, Z., Oct 2018, Proceedings of the 24th Annual International Conference on Mobile Computing and Networking : MobiCom'18. ACM

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

Crowdsourcing programming assignments with CrowdSorcerer

Pirttinen, N., Kangas, V., Nikkarinen, I., Nygren, H., Leinonen, J. & Hellas, A., 2 Jul 2018, Proceedings of the 23rd Annual ACM Conference on Innovation and Technology in Computer Science Education. ACM, p. 326-331 6 p.

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

Defeating the Downgrade Attack on Identity Privacy in 5G

Khan, M., Ginzboorg, P., Järvinen, K. & Niemi, V., 2018, Proceedings of the 4th Conference on Security Standards Research (SSR 2018). Springer, Vol. 11322. p. 1-25 25 p. (Lecture Notes in Computer Science).

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

Demo: Managing Sensing Resources at the Edge using Cloud OSes

Osmani, L., Rao, A., Varjonen, S., Lagerspetz, E., Flinck, H. & Tarkoma, S., 2018, 2018 IEEE/ACM Symposium on Edge Computing (SEC). p. 326-327 2 p.

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

Demo: MegaSense: Megacity-scale Accurate Air Quality Sensing with the Edge.

Lagerspetz, E., Varjonen, S. K. L., Concas, F., Mineraud, J. V. & Tarkoma, S. A. O., 2018, MobiCom '18 Proceedings of the 24th Annual International Conference on Mobile Computing and Networking. p. 843-845

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

DETECTING INDUSTRIAL FOULING BY MONOTONICITY DURING ULTRASONIC CLEANING

Rajani, C., Klami, A. O., Salmi, A. H., Rauhala, T. J. J., Haeggström, E. O. & Myllymäki, P. J., 2018, 2018 IEEE INTERNATIONAL WORKSHOP ON MACHINE LEARNING FOR SIGNAL PROCESSING.

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

Detection of cloud type using ground-based measurements of global shortwave radiation and cloud base height

Ezhova, E., Kaupinmäki, S., Peltola, M. K. E., Virman, M. T. & Kulmala, M. T., 2018, Proceedings of ‘The Centre of Excellence in Atmospheric Science (CoE ATM) – From Molecular and Biological processes to The Global Climate’ Annual Meeting 2018. Helsinki, Vol. 215. p. 102-104 (REPORT SERIES IN AEROSOL SCIENCE).

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

DIGest: digital method for self and peer assessment of exercises in mathematics and statistics university studies

Koskenoja, M. J., Varvio, S-L. M., Piiroinen, J. P., Leivonen, A., Lehtonen, T., Nuutinen, J. & Rantanen, N., 2018, 4th e-Learning Excellence Awards 2018: An Anthology of Case Histories. Remenyi, D. (ed.). Reading, United Kingdom: Academic Conferences and Publishing International Limited, p. 123-130 8 p.

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

Digital Imaginations of National Parks in Different Social Media: A Data Exploration

Heikinheimo, V., Tenkanen, H., Hiippala, T. & Toivonen, T., 27 Oct 2018, On the Way to Platial Analysis: Can Geosocial Media Provide the Necessary Impetus?: Proceedings of the First Workshop on Platial Analysis. Westerholt, R., Mocnik, F-B. & Zipf, A. (eds.). Heidelberg: Heidelberg university, p. 45-52 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionProfessional

Open Access
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Distributed Acoustic Sensing versus Conventional VSP Imaging of the Kylylahti Polymetallic Deposit

Riedel, M., Cosma, C., Enescu, N., Koivisto, E. A-L., Komminaho, K. J. & Malinowski, M., 9 Sep 2018, EAGE Near Surface Geoscience Conference & Exhibition 2018 : 2nd Conference on Geophysics for Mineral Exploration and Mining. EarthDoc: EAGE, 5 p. We 2MIN P12

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

Distribution of Semantic Reasoning on the Edge of Internet of Things

Su, X., Li, P., Riekki, J., Liu, X., Kiljander, J., Soininen, J-P., Prehofer, C., Flores, H. & Li, Y., 2018, 2018 IEEE International Conference on Pervasive Computing and Communications (PerCom). IEEE, 9 p.

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

Dynamic Cut-Off Algorithm for Parameterised Refinement Checking

Siirtola, A. & Heljanko, K., 5 Oct 2018, Lecture Notes in Computer Science: Formal Aspects of Component Software, FACS 2018. Springer-Verlag, Vol. 11222. p. 256 276 p.

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

Early Developmental Activities and Computing Proficiency

Cutts, Q., Patitsas, E., Cole, E., Donaldson, P., Alshaigy, B., Gutica, M., Hellas, A., Larraza-Mendiluze, E., McCartney, R. & Riedesel, C., 30 Jan 2018, Proceedings of the 2017 ITiCSE Conference on Working Group Reports. New York, NY, USA: ACM, p. 140-157 18 p.

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

Effect of hot water pretreatment in simple pulping utilizing a laboratory scale microwave reactor

Hyväkkö, U. T., Nousiainen, P. A., Kilpeläinen, P. & Sipilä, A. J., 2018, 255TH AMERICAN CHEMICAL SOCIETY NATIONAL MEETING AND EXPOSITION.

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

Efficient String Similarity Joins with Taxonomies

Xu, P. & Lu, J., 15 Aug 2018, 2018 ACM Conference on Information and Knowledge Management. p. 1563 1566 p.

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

Electron velocity distributions in a hybrid-Vlasov model

Brito, T., Ganse, U., Pfau-Kempf, Y. E., Battarbee, M. C., Turc, L. F., Juusola, L. M., Grandin, M. T. J. & Palmroth, M. M. E., 8 Apr 2018, EGU General Assembly 2018. 1 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientific