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  • 2022

    AaltoNLP at SemEval-2022 Task 11: Ensembling Task-adaptive Pretrained Transformers for Multilingual Complex NER

    Pietiläinen, A. & Ji, S., 2022, SemEval 2022 - 16th International Workshop on Semantic Evaluation, Proceedings of the Workshop. Emerson, G., Schluter, N., Stanovsky, G., Kumar, R., Palmer, A., Schneider, N., Singh, S. & Ratan, S. (eds.). Association for Computational Linguistics, p. 1477-1482 6 p.

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

    Open Access
    1 Citation (Scopus)
  • A Comparison of Immediate and Scheduled Feedback in Introductory Programming Projects

    Leinonen, J., Denny, P. & Whalley, J., 22 Feb 2022, SIGCSE 2022: Proceedings of the 53rd ACM Technical Symposium on Computer Science Education V. 1. ACM, Vol. 1. p. 885-891 7 p.

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

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    2 Citations (Scopus)
    27 Downloads (Pure)
  • A Deep Learning Approach to Solving Morphological Analogies

    Marquer, E., Alsaidi, S., Decker, A., Murena, P. A. & Couceiro, M., 2022, Case-Based Reasoning Research and Development - 30th International Conference, ICCBR 2022, Proceedings. Keane, M. T. & Wiratunga, N. (eds.). p. 159-174 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13405 LNAI).

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

  • Adorned in Memes: Exploring the Adoption of Social Wearables in Nordic Student Culture

    Epp, F. A., Kantosalo, A., Jain, N., Lucero, A. & Mekler, E., 30 Apr 2022, CHI 2022 - Proceedings of the 2022 CHI Conference on Human Factors in Computing Systems. ACM, p. 1-18 18 p. 364

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

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    2 Citations (Scopus)
    21 Downloads (Pure)
  • Air Handling Unit Explainability using Contextual Importance and Utility

    Malhi, A., Madhikermi, M., Huotari, M. & Främling, K., 2022, Mobile and Ubiquitous Systems: Computing, Networking and Services: 18th EAI International Conference, MobiQuitous 2021, Virtual Event, November 8-11, 2021, Proceedings. Hara, T. & Yamaguchi, H. (eds.). 1 ed. p. 513-519 7 p. (Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering; vol. 419).

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

  • A Look at Improving Robustness in Visual- inertial SLAM by Moment Matching

    Solin, A., Li, R. & Pilzer, A., 2022, 2022 25th International Conference on Information Fusion, FUSION 2022. IEEE

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

  • Analog Secure Distributed Matrix Multiplication over Complex Numbers

    Makkonen, O. & Hollanti, C., 2022, 2022 IEEE International Symposium on Information Theory, ISIT 2022. IEEE, p. 1211-1216 6 p. (IEEE International Symposium on Information Theory - Proceedings; vol. 2022-June).

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

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  • Approximate Bayesian Computation with Domain Expert in the Loop

    Bharti, A., Filstroff, L. & Kaski, S., 2022, Proceedings of the 39th International Conference on Machine Learning. p. 1893-1905 (Proceedings of Machine Learning Research; vol. 162).

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

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  • Approximating k-Edge-Connected Spanning Subgraphs via a Near-Linear Time LP Solver

    Chalermsook, P., Huang, C. C., Nanongkai, D., Saranurak, T., Sukprasert, P. & Yingchareonthawornchai, S., 1 Jul 2022, 49th EATCS International Conference on Automata, Languages, and Programming, ICALP 2022. Bojanczyk, M., Merelli, E. & Woodruff, D. P. (eds.). Schloss Dagstuhl-Leibniz-Zentrum für Informatik, p. 1-20 20 p. 37. (Leibniz International Proceedings in Informatics, LIPIcs; vol. 229).

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

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  • A Study of Worked Examples for SQL Programming

    Akhuseyinoglu, K., Hardt, R., Barria-Pineda, J., Brusilovsky, P., Pollari-Malmi, K., Sirkiä, T. & Malmi, L., 7 Jul 2022, ITiCSE 2022 - Proceedings of the 27th ACM Conference on Innovation and Technology in Computer Science Education. ACM, p. 82-88 7 p.

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

  • Automatic Generation of Programming Exercises and Code Explanations Using Large Language Models

    Sarsa, S., Denny, P., Hellas, A. & Leinonen, J., 3 Aug 2022, ICER 2022 - Proceedings of the 2022 ACM Conference on International Computing Education Research. ACM, p. 27-43 17 p.

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

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  • Best-Response Bayesian Reinforcement Learning with Bayes-adaptive POMDPs for Centaurs

    Çelikok, M. M., Oliehoek, F. A. & Kaski, S., 2022, International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2022. International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS), p. 235-243 9 p. (Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS; vol. 1).

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

  • Blind Directional Room Impulse Response Parameterization from Relative Transfer Functions

    Meyer-Kahlen, N. & Schlecht, S. J., 2022, 2022 International Workshop on Acoustic Signal Enhancement (IWAENC). IEEE, p. 1-5 5 p. 9914706

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

  • BookSampo Fiction Literature Knowledge Graph Revisited: Building a Faceted Search Interface with Seamlessly Integrated Data-Analytic Tools

    Hyvönen, E., Ahola, A. & Ikkala, E., 15 Sep 2022, Linking Theory and Practice of Digital Libraries - 26th International Conference on Theory and Practice of Digital Libraries, TPDL 2022, Proceedings: 26th International Conference on Theory and Practice of Digital Libraries, TPDL 2022, Padua, Italy, September 20–23, 2022, Proceedings. Silvello, G., Corcho, O., Manghi, P., Di Nunzio, G. M., Golub, K., Ferro, N. & Poggi, A. (eds.). p. 506–511 6 p. (Lecture Notes in Computer Science; vol. 13541).

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

  • Breathing Life Into Biomechanical Models

    Ikkala, A., Fischer, F., Klar, M., Bachinski, M., Fleig, A., Howes, A., Hämäläinen, P., Müller, J., Murray-Smith, R. & Oulasvirta, A., 28 Oct 2022, UIST '22: Proceedings of the 35th Annual ACM Symposium on User Interface Software and Technology. ACM, p. 1-14 14 p. 90

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

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  • Bridging Static Site Generation with the Dynamic Web

    Vepsäläinen, J. & Vuorimaa, P., 2022, Web Engineering - 22nd International Conference, ICWE 2022, Proceedings. Di Noia, T., Ko, I-Y., Schedl, M. & Ardito, C. (eds.). p. 437-442 6 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13362 LNCS).

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

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  • Brief Announcement: Temporal Locality in Online Algorithms

    Pacut, M., Parham, M., Rybicki, J., Schmid, S., Suomela, J. & Tereshchenko, A., 1 Oct 2022, 36th International Symposium on Distributed Computing, DISC 2022. Scheideler, C. (ed.). Schloss Dagstuhl-Leibniz-Zentrum für Informatik, 3 p. 52. (Leibniz International Proceedings in Informatics, LIPIcs; vol. 246).

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

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  • Building Trust in Business Ecosystems: The Interplay of Technology and Community in Governing Data Sharing

    Järvihaavisto, U. & Öhman, M., 2022, Advances in Production Management Systems. Smart Manufacturing and Logistics Systems: Turning Ideas into Action - IFIP WG 5.7 International Conference, APMS 2022, Proceedings. Kim, D. Y., von Cieminski, G. & Romero, D. (eds.). p. 361-369 9 p. (IFIP Advances in Information and Communication Technology; vol. 663 IFIP).

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

  • Cellulose optical fiber for sensing applications

    Hokkanen, A., Kapulainen, M., Jaiswal, A. K., Hynninen, V., Nonappa, N., Ikkala, O. & Orelma, H., 2022, Optical Fibers and Sensors for Medical Diagnostics, Treatment and Environmental Applications XXII. Gannot, I. & Roodenko, K. (eds.). p. 1-9 9 p. 1195302. (Progress in Biomedical Optics and Imaging; vol. 11953).

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

  • Chatbots Facilitating Consensus-Building in Asynchronous Co-Design

    Shin, J., Hedderich, M., Lucero, A. & Oulasvirta, A., 28 Oct 2022, UIST '22: Proceedings of the 35th Annual ACM Symposium on User Interface Software and Technology. Agrawala, M., Wobbrock, J. O., Adar, E. & Setlur, V. (eds.). New York: ACM, p. 1-13 13 p. 78

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

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  • Clustering Nursing Sentences-Comparing Three Sentence Embedding Methods

    Moen, H., Suhonen, H., Salanterä, S., Salakoski, T. & Peltonen, L. M., 25 May 2022, Challenges of Trustable AI and Added-Value on Health - Proceedings of MIE 2022. Seroussi, B., Weber, P., Dhombres, F., Grouin, C., Liebe, J-D., Liebe, J-D., Liebe, J-D., Pelayo, S., Pinna, A., Rance, B., Rance, B., Sacchi, L., Ugon, A., Ugon, A., Benis, A. & Gallos, P. (eds.). IOS PRESS, p. 854-858 5 p. (Studies in Health Technology and Informatics; vol. 294).

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

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  • Co-creative Product Design with Interactive Evolutionary Algorithms: A Practice-Based Reflection

    Uusitalo, S., Kantosalo, A., Salovaara, A., Takala, T. & Guckelsberger, C., 15 Apr 2022, Artificial Intelligence in Music, Sound, Art and Design - 11th International Conference, EvoMUSART 2022, Held as Part of EvoStar 2022, Proceedings: 11th International Conference, EvoMUSART 2022, Held as Part of EvoStar 2022, Madrid, Spain, April 20–22, 2022, Proceedings. Martins, T., Rodríguez-Fernández, N. & Rebelo, S. M. (eds.). p. 292-307 (Lecture Notes in Computer Science; vol. 13221).

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

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  • Codeprocess charts: Visualizing the process of writing code

    Shrestha, R., Leinonen, J., Hellas, A., Ihantola, P. & Edwards, J., 14 Feb 2022, ACE 2022 - Proceedings of the 24th Australasian Computing Education Conference, Held in conjunction with Australasian Computer Science Week. ACM, p. 46-55 10 p. (ACM International Conference Proceeding Series).

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

    Open Access
    1 Citation (Scopus)
  • Compositional Generalization in Grounded Language Learning via Induced Model Sparsity

    Spilsbury, S. & Ilin, A., 2022, NAACL 2022 - 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Student Research Workshop. Association for Computational Linguistics, p. 143-155 13 p.

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

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  • Computational Rationality as a Theory of Interaction

    Oulasvirta, A., Jokinen, J. P. P. & Howes, A., 29 Apr 2022, ACM SIGCHI annual conference on human factors in computing systems. ACM, 359

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

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    1 Citation (Scopus)
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  • Computing List Homomorphisms in Geometric Intersection Graphs

    Kisfaludi-Bak, S., Okrasa, K. & Rzążewski, P., 2022, Graph-Theoretic Concepts in Computer Science - 48th International Workshop, WG 2022, Revised Selected Papers. Bekos, M. A. & Kaufmann, M. (eds.). p. 313-327 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13453 LNCS).

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

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  • Computing Smallest Convex Intersecting Polygons

    Antoniadis, A., De Berg, M., Kisfaludi-Bak, S. & Skarlatos, A., 1 Sep 2022, 30th Annual European Symposium on Algorithms, ESA 2022. Chechik, S., Navarro, G., Rotenberg, E. & Herman, G. (eds.). Schloss Dagstuhl-Leibniz-Zentrum für Informatik, 13 p. 9. (Leibniz International Proceedings in Informatics, LIPIcs; vol. 244).

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

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  • Consistent Bayesian community recovery in multilayer networks

    Alaluusua, K. & Leskelä, L., 3 Aug 2022, 2022 IEEE International Symposium on Information Theory (ISIT). IEEE, p. 2726-2731 6 p.

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

  • Context-driven Policies Enforcement for Edge-based IoT Data Sharing-as-a-Service

    Nguyen, H-H., Phung, P., Nguyen, P. & Truong, L., 24 Aug 2022, Proceedings - 2022 IEEE International Conference on Services Computing, SCC 2022. Ardagna, C. A., Bian, H., Chang, C. K., Chang, R. N., Damiani, E., Dustdar, S., Marco, J., Singh, M., Teniente, E., Ward, R., Wang, Z., Xhafa, F. & Zhang, J. (eds.). IEEE, p. 221-230 10 p. (IEEE International Conference on Services Computing).

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

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  • Contextual Importance and Utility: A Theoretical Foundation

    Främling, K., 2022, AI 2021: Advances in Artificial Intelligence - 34th Australasian Joint Conference, AI 2021, Proceedings. Long, G., Yu, X. & Wang, S. (eds.). p. 117-128 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13151 LNAI).

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

    Open Access
  • Continual Learning for Image-Based Camera Localization

    Wang, S., Laskar, Z., Melekhov, I., Li, X. & Kannala, J., 2022, 2021 International Conference on Computer Vision, ICCV. IEEE, p. 3232-3242 11 p. (IEEE International Conference on Computer Vision).

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

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  • Converting Biomechanical Models from OpenSim to MuJoCo

    Ikkala, A. & Hämäläinen, P., 2022, Converging Clinical and Engineering Research on Neurorehabilitation IV. p. 277-281 5 p. (Biosystems and Biorobotics; vol. 28).

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

    Open Access
  • Dark Velvet Noise

    Fagerström, J., Meyer-Kahlen, N., Schlecht, S. J. & Välimäki, V., 2022, Proceedings of the 25th International Conference on Digital Audio Effects (DAFx20in22). Evangelista, G. & Holighaus, N. (eds.). 2022 ed. Vienna, Austria, p. 192-199 8 p. 31. (Proceedings of the International Conference on Digital Audio Effects).

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

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  • Deconfounded Representation Similarity for Comparison of Neural Networks

    Cui, T., Kumar, Y., Marttinen, P. & Kaski, S., 2022, (Accepted/In press) Thirty-sixth Conference on Neural Information Processing Systems (NeurIPS).

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

  • Design types in diversified city administration

    Hyysalo, S., Savolainen, K., Pirinen, A., Mattelmäki, T., Hietanen, P. & Virta, M., 25 Jun 2022, The Design Research Society Conference (DRS2022). Design Research Society, 16 p. (Proceedings of DRS).

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

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  • Deterministic (1+𝜀)-approximate maximum matching with poly(1/𝜀) passes in the semi-streaming model and beyond

    Fischer, M., Mitrović, S. & Uitto, J., 6 Sep 2022, STOC 2022 - Proceedings of the 54th Annual ACM SIGACT Symposium on Theory of Computing. Leonardi, S. & Gupta, A. (eds.). ACM, p. 248-260 13 p.

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

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    1 Citation (Scopus)
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  • Digging Into Self-Supervised Learning of Feature Descriptors

    Melekhov, I., Laskar, Z., Li, X., Wang, S. & Kannala, J., Jan 2022, Proceedings - 2021 International Conference on 3D Vision, 3DV 2021. IEEE, p. 1144-1155 12 p.

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

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  • Digital Parliamentary Data in Action (DiPaDA 2022): Introduction

    La Mela, M., Norén, F. & Hyvönen, E., 2 May 2022, Proceedings of the Digital Parliamentary Data in Action (DiPaDA 2022) Workshop. CEUR, Vol. 3133. p. 1-8 8 p. (CEUR Workshop Proceedings; vol. 3133).

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

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    1 Citation (Scopus)
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  • Dissipative Parametric Gain and Multiphoton Effects in Quantum GaAs/AlGaAs Superlattice

    Cizas, V., Subacius, L., Alexeeva, N. V., Seliuta, D., Hyart, T., Kohler, K., Alekseev, K. N. & Valusis, G., 2022, IRMMW-THz 2022 - 47th International Conference on Infrared, Millimeter and Terahertz Waves. IEEE, 3 p. (International Conference on Infrared, Millimeter, and Terahertz Waves, IRMMW-THz; vol. 2022-August).

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

  • Dynamic Meta-Theorems for Distance and Matching

    Datta, S., Gupta, C., Jain, R., Mukherjee, A., Sharma, V. R. & Tewari, R., 1 Jul 2022, 49th EATCS International Conference on Automata, Languages, and Programming, ICALP 2022. Bojanczyk, M., Merelli, E. & Woodruff, D. P. (eds.). Schloss Dagstuhl-Leibniz-Zentrum für Informatik, p. 1-20 20 p. 118. (Leibniz International Proceedings in Informatics, LIPIcs; vol. 229).

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  • Dynamic Time Warping Under Translation: Approximation Guided by Space-Filling Curves

    Bringmann, K., Kisfaludi-Bak, S., Künnemann, M., Marx, D. & Nusser, A., 1 Jun 2022, 38th International Symposium on Computational Geometry, SoCG 2022. Goaoc, X. & Kerber, M. (eds.). Schloss Dagstuhl-Leibniz-Zentrum für Informatik, p. 1-17 17 p. 20. (Leibniz International Proceedings in Informatics, LIPIcs; vol. 224).

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  • Efficient Classification of Locally Checkable Problems in Regular Trees

    Balliu, A., Brandt, S., Chang, Y-J., Olivetti, D., Studený, J. & Suomela, J., 2022, 36th International Symposium on Distributed Computing (DISC 2022). Scheideler, C. (ed.). Schloss Dagstuhl-Leibniz-Zentrum für Informatik, p. 1-19 8. (Leibniz International Proceedings in Informatics (LIPIcs); vol. 246).

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

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  • Efficient Computation and Informative Estimation of h+ by Integer and Linear Programming

    Feyzbakhsh Rankooh, M. & Rintanen, J., 13 Jun 2022, Proceedings of the International Conference on Automated Planning and Scheduling (ICAPS). AAAI PRESS, p. 71-79 9 p. (Proceedings of the International Conference on Automated Planning and Scheduling; vol. 32).

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

    Open Access
  • Efficient Encodings of Cost Optimal Delete-Free Planning as SAT

    Feyzbakhsh Rankooh, M. & Rintanen, J., 28 Jun 2022, Proceedings of the AAAI Conference on Artificial Intelligence. AAAI PRESS, p. 9910-9917 8 p. (Proceedings of the AAAI Conference on Artificial Intelligence; vol. 36, no. 9).

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  • Enabling Awareness of Quality of Training and Costs in Federated Machine Learning Marketplaces

    Cao, T-D., Truong, L., Truong-Huu, T. & Nguyen, T., 2022, (Accepted/In press) 2022 IEEE/ACM 15th International Conference on Utility and Cloud Computing (UCC). IEEE

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  • Event Classification with Imbalanced and Missing Data for an Air-Handling Unit

    Huotari, M. & Främling, K., 29 Aug 2022, 2022 IEEE 5th International Conference on Big Data and Artificial Intelligence (BDAI) . IEEE, Vol. 5. p. 82-86 5 p.

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  • Explainable Publication Year Prediction of Eighteenth Century Texts with the BERT Model

    Rastas, I., Ciarán Ryan, Y., Tiihonen, I., Mohammadnia Qaraei, M., Repo, L., Babbar, R., Mäkelä, E., Tolonen, M. & Ginter, F., 2022, Proceedings of the 3rd Workshop on Computational Approaches to Historical Language Change. ASSOCIATION FOR COMPUTATIONAL LINGUISTICS, p. 68-77 10 p.

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  • Exploring How Students Solve Open-ended Assignments: A Study of SQL Injection Attempts in a Cybersecurity Course

    Koutcheme, C., Tilanterä, A., Peltonen, A., Hellas, A. & Haaranen, L., 7 Jul 2022, ITiCSE 2022 - Proceedings of the 27th ACM Conference on Innovation and Technology in Computer Science Education. ACM, p. 75-81 7 p. (Annual Conference on Innovation and Technology in Computer Science Education, ITiCSE; vol. 1).

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

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  • Fast optimize-and-sample method for differentiable Galerkin approximations of multi-layered Gaussian process priors

    Emzir, M. F., Loppi, N. A., Zhao, Z., Hassan, S. S. & Sarkka, S., 2022, 2022 25th International Conference on Information Fusion, FUSION 2022. IEEE, 7 p.

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

  • Feature Collapsing for Gaussian process variable ranking

    Sebenius, I., Paananen, T. & Vehtari, A., 2022, Proceedings of The 25th International Conference on Artificial Intelligence and Statistics. p. 11341-11355 (Proceedings of Machine Learning Research; vol. 151).

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