Department of Computer Science

Research output

Research output per year 1983 2002 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 2017 2018 2019 2020 2021 2022 2023 2024 2025

• 6976 Conference article in proceedings
• 4620 Article
• 844 Working paper
• 654 Chapter
• 1631 More
  • 397 Doctoral Thesis
  • 167 Anthology
  • 139 Software
  • 121 Abstract
  • 103 Paper
  • 94 Review Article
  • 80 Conference article
  • 79 Book
  • 68 Patent
  • 54 Editorial
  • 51 Poster
  • 42 Commissioned report
  • 37 Other contribution
  • 36 Licenciate's thesis
  • 30 Meeting Abstract
  • 30 Special issue
  • 22 Master's thesis
  • 16 Comment/debate
  • 12 Foreword / postscript
  • 11 Letter
  • 7 Digital or Visual Products
  • 7 Exhibition
  • 6 Blog article
  • 6 Preprint
  • 4 Literature review
  • 3 Other chapter contribution
  • 3 Data Article
  • 2 Entry for encyclopedia / dictionary
  • 2 Design
  • 1 Book/Film/Article review
  • 1 Performance

Research output per year

Research output per year

Search results

• 2024

  Too Overloaded to Use : An Adaptive Network Model of Information Overload during Smartphone App Usage

  Bracy, E., Lassila, H. & Treur, J., 29 Feb 2024, Complex Networks and Their Applications XII - Proceedings of The 12th International Conference on Complex Networks and their Applications: COMPLEX NETWORKS 2023. Cherifi, H., Rocha, L. M., Cherifi, C. & Donduran, M. (eds.). 1 ed. Springer, Vol. 4. p. 67–79 13 p. (Studies in Computational Intelligence).

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

  Open Access

  File

  • Smartphone App 100%
  • Network Modeling 20%
  • Information Model 20%
  • Learning Agent 20%
  1 Downloads (Pure)

• Towards Accountable and Resilient AI-Assisted Networks : Case Studies and Future Challenges

  Wang, S., Sandeepa, C., Senevirathna, T., Siniarski, B., Nguyen, M. D., Marchal, S. & Liyanage, M., 2024, 2024 Joint European Conference on Networks and Communications and 6G Summit, EuCNC/6G Summit 2024. IEEE, p. 818-823 6 p. (European Conference on Networks and Communications).

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

  • Traffic Classification 100%
  • Decision Process 100%
  • Artificial Intelligence Network 100%
  2 Citations (Scopus)

• Towards Accountable E-Health Policies in the Nordic Countries

  Faxvaag, A., Reponen, J., Hardardottir, G. A., Vehko, T., Viitanen, J., Eriksen, J., Koch, S. & Nøhr, C., 22 Aug 2024, Digital Health and Informatics Innovations for Sustainable Health Care Systems: Proceedings of MIE 2024. IOS Press, p. 339-343 5 p. (Studies in Health Technology and Informatics; vol. 316).

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

  Open Access

  File

  • E-Health 100%
  • Paramedical Personnel 50%
  1 Citation (Scopus)

  8 Downloads (Pure)

• Towards Faster Reinforcement Learning of Quantum Circuit Optimisation: Exponential Reward Functions

  Moflic, I. & Paler, A., 25 Jan 2024, Proceedings of the 18th ACM International Symposium on Nanoscale Architectures, NANOARCH 2023. ACM, 21

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

  Open Access

  • Quantum Circuit 100%
  • Electronic Circuit 100%
  • Reinforcement Learning 100%
  • Structural Property 33%
  • Search Space 33%

• Towards Understanding Waiting in Video Games

  Tepponen, N., Bhatnagar, P. & Hämäläinen, P., 14 Oct 2024, CHI-PLAY Companion 2024 - Companion Proceedings of the Annual Symposium on Computer-Human Interaction in Play. ACM, p. 263-268

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

  Open Access

  File

  • Positive Emotion 100%
  • Negative Emotion 100%
  30 Downloads (Pure)

• Trends in STEM Education Research in Europe in 2005-2019

  Lampiselkä, J., Kaasinen, A., Kinnunen, P. & Malmi, L., 12 Nov 2024, 13th Panhellenic Conference on Teaching of Natural Sciences and New Technologies in Education: 13ο Πανελλήνιο Συνέδριο Διδακτικής των Φυσικών Επιστημών και Νέων Τεχνολογιών στην Εκπαίδευση: ΠΡΑΚΤΙΚΑ . ePublishing, p. xxiv-xxxiii (Panhellenic conference on didactics in science and new technology in education).

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific

  Open Access

  • STEM Education 100%
  • Teachers' Characteristics 50%
  • Understanding of Science 50%

• Uncoupled Learning of Differential Stackelberg Equilibria with Commitments

  Loftin, R., Çelikok, M. M., van Hoof, H., Kaski, S. & Oliehoek, F. A., 6 May 2024, AAMAS '24: Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems. ACM, p. 1265-1273 9 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

  Open Access

  • Payoff Function 100%
  • Solution Concept 100%
  • Behavior (Neuroscience) 100%
  • Reinforcement Learning 100%
  • Order Gradient 50%

• Understanding and Automating Graphical Annotations on Animated Scatterplots

  Shi, D., Oulasvirta, A., Weinkauf, T. & Cao, N., 2024, Proceedings - 2024 IEEE 17th Pacific Visualization Conference, PacificVis 2024. IEEE, p. 212-221 10 p. (IEEE Pacific Visualization Symposium).

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

  Open Access

  File

  • Decision Process 100%
  • Narrative 100%
  • Problem Formulation 14%
  2 Citations (Scopus)

  11 Downloads (Pure)

• Understanding Human–AI Workflows for Generating Personas

  Shin, J., Hedderich, M. A., Rey, B., Lucero, A. & Oulasvirta, A., 1 Jul 2024, Proceedings of the 2024 ACM Designing Interactive Systems Conference, DIS 2024. Vallgarda, A., Jonsson, L., Fritsch, J., Alaoui, S. F. & Le Dantec, C. A. (eds.). ACM, p. 757-781 25 p. (Proceedings of the 2024 ACM Designing Interactive Systems Conference, DIS 2024).

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

  Open Access

  File

  • User Researcher 100%
  • Widespread Application 49%
  9 Citations (Scopus)

  173 Downloads (Pure)

• Understanding the Design of Emotionally Impactful Game Feel

  Bhatnagar, P., Laattala, M., Dutta, S. & Hämäläinen, P., 14 Oct 2024, CHI-PLAY Companion 2024 - Companion Proceedings of the Annual Symposium on Computer-Human Interaction in Play. ACM, p. 24-30

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

  Open Access

  File

  • Emotion Research 100%
  • Negative Emotion 100%
  • Triamcinolone 100%
  1 Citation (Scopus)

  94 Downloads (Pure)

• Understanding the Initial Journey of UX Designers Toward Sustainable Interaction Design : A Focus on Digital Infrastructure Energy Reduction

  Lee, M., Jun, J., Lee, S. & Lee, S., 1 Jul 2024, Proceedings of the 2024 ACM Designing Interactive Systems Conference, DIS 2024. Vallgarda, A., Jonsson, L., Fritsch, J., Alaoui, S. F. & Le Dantec, C. A. (eds.). ACM, p. 3079-3096 18 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

  Open Access

  File

  • Energy Engineering 100%
  • Infrastructure 100%
  • Ecodesign 100%
  • Sustainable Practice 50%
  • User Experience 33%
  2 Citations (Scopus)

  112 Downloads (Pure)

• Unlock Life with a Chat(GPT) : Integrating Conversational AI with Large Language Models into Everyday Lives of Autistic Individuals

  Choi, D., Lee, S., Kim, S. I., Lee, K., Yoo, H. J., Lee, S. & Hong, H., 11 May 2024, CHI 2024 - Proceedings of the 2024 CHI Conference on Human Factors in Computing Systems. ACM, p. 1–17 17 p. 72

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

  Open Access

  File

  • Social Activity 100%
  • Focus Group 100%
  • Information Seeking 100%
  • Artificial Intelligence 100%
  25 Citations (Scopus)

  55 Downloads (Pure)

• Unraveling Code-Mixing Patterns in Migration Discourse: Automated Detection and Analysis of Online Conversations on Reddit

  Vitiugin, F., Lee, S., Paakki, H., Chizhikova, A. & Sawhney, N., 1 Jun 2024, Workshop Proceedings of the 18th International AAAI Conference on Web and Social Media. AAAI Press, 10 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Professional

  Open Access

  • Ensemble Learning 100%
  • Mixing Pattern 100%
  • Language Identification 75%
  • Social Medium Platform 50%
  • Research Question 25%

• User Participation through WhatsApp – Mobile Instant Messaging as a Medium for Distributed Co-design

  Keskinen, P., Frölich, K. A., Singh, P. D., Pinomaa, A., Menon, S., Kumari, B., Masakapalli, S. K., Nieminen, M. & Dittrich, Y., 1 Jul 2024, Proceedings of the 2024 ACM Designing Interactive Systems Conference, DIS 2024. Vallgarda, A., Jonsson, L., Fritsch, J., Alaoui, S. F. & Le Dantec, C. A. (eds.). ACM, p. 2143-2155 13 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

  Open Access

  File

  • Participatory Design 100%
  • User Participation 100%
  • Mobile Instant Messaging 100%
  • Messaging Service 16%
  1 Citation (Scopus)

  23 Downloads (Pure)

• Using Program Repair as a Proxy for Language Models’ Feedback Ability in Programming Education

  Koutcheme, C., Dainese, N. & Hellas, A., Jun 2024, Proceedings of the 19th Workshop on Innovative Use of NLP for Building Educational Applications (BEA 2024). Kochmar, E., Bexte, M., Burstein, J., Horbach, A., Laarmann-Quante, R., Tack, A., Yaneva, V. & Yuang, Z. (eds.). Association for Computational Linguistics, p. 165–181

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

  Open Access

  File

  • Language Modeling 100%
  • Large Language Model 100%
  • Benchmarking 16%
  • Open Source 16%
  35 Downloads (Pure)

• Utilizing U-Net Architectures with Auxiliary Information for Scatter Correction in CBCT Across Different Field-of-View Settings

  Agrawal, H., Hietanen, A. & Särkkä, S., 2024, Medical Imaging 2024: Physics of Medical Imaging. Fahrig, R., Sabol, J. M. & Li, K. (eds.). SPIE, 5 p. 1292539. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12925).

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

  Open Access

  • Fields 100%
  • U-Net 100%
  • Models 50%
  • Dataset 50%
  • Practical Application 50%
  1 Citation (Scopus)

• Variational Gaussian Process Diffusion Processes

  Verma, P., Adam, V. & Solin, A., 2024, Proceedings of the 27th International Conference on Artificial Intelligence and Statistics . JMLR, p. 1909-1917 (Proceedings of Machine Learning Research; vol. 238).

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

  Open Access

  • Gaussian Process 100%
  • Points 25%
  • Algorithm 25%
  • Nonlinear 25%
  • Dynamic Modeling 25%

• VMS : Interactive Visualization to Support the Sensemaking and Selection of Predictive Models

  He, C., Raj, V., Moen, H., Gröhn, T., Wang, C., Peltonen, L. M., Koivusalo, S., Marttinen, P. & Jacucci, G., 18 Mar 2024, Proceedings of 2024 29th Annual Conference on Intelligent User Interfaces, IUI 2024. ACM, p. 229-244 16 p. (ACM International Conference Proceeding Series).

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

  Open Access

  File

  • Interactive Visualization 100%
  • Predictive Model 100%
  • Performance Measure 50%
  • Future Direction 50%
  • Informed Decision 50%
  3 Citations (Scopus)

  32 Downloads (Pure)

• WAVE : Anticipatory Movement Visualization for VR Dancing

  Laattala, M., Piitulainen, R., Ady, N., Tamariz, M. & Hämäläinen, P., 11 May 2024, CHI '24: Proceedings of the 2024 CHI Conference on Human Factors in Computing Systems. Mueller, F. F., Kyburz, P., Williamson, J. R., Sas, C., Wilson, M. L., Toups Dugas, P. & Shklovski, I. (eds.). ACM, p. 1–9 720

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

  Open Access

  File

  • Movement 100%
  • Virtual Reality 100%
  • Games 40%
  • User 40%
  • Popular 20%
  4 Citations (Scopus)

  451 Downloads (Pure)

• XrayGPT: Chest Radiographs Summarization using Large Medical Vision-Language Models

  Thawakar, O., Shaker, A., Mullappilly, S. S., Cholakkal, H., Anwer, R. M., Khan, S., Laaksonen, J. & Khan, F. S., 2024, BioNLP 2024 - 23rd Meeting of the ACL Special Interest Group on Biomedical Natural Language Processing, Proceedings of the Workshop and Shared Tasks. Demner-Fushman, D., Ananiadou, S., Miwa, M., Roberts, K. & Tsujii, J. (eds.). Association for Computational Linguistics, p. 440-448 9 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

  Open Access

  • Language Modeling 100%
  • Large Language Model 100%
  • X Ray Film 100%
  • Massive Datasets 33%
  • Medical Doctor 33%
  12 Citations (Scopus)

• ‘My Previous View of Design Was Limited’ – Teaching Design to Non-Designers at Aalto University

  Nicoletti Dziobczenski, P. R., Keinonen, T. & Sekar, B., 2024, NordDesign 2024 Reykjavik, Iceland August 12-14, 2024 : Proceedings of the NordDesign 2024 conference. Malmqvist, J., Candi, M., Sæmundsson, R., Byström, F. & Isaksson, O. (eds.). The Design Society, p. 79-87 9 p. (Design Society; no. 130).

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

  Open Access

  • Design Professional 100%
• 2023

  3D Mitochondria Instance Segmentation with Spatio-Temporal Transformers

  Thawakar, O., Anwer, R. M., Laaksonen, J., Reiner, O., Shah, M. & Khan, F. S., 2023, Medical Image Computing and Computer Assisted Intervention – MICCAI 2023: Proceedings of 26th International Conference. Greenspan, H., Greenspan, H., Madabhushi, A., Mousavi, P., Salcudean, S., Duncan, J., Syeda-Mahmood, T. & Taylor, R. (eds.). Springer, p. 613-623 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14227 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

  Open Access

  File

  • Range Dependency 100%
  • Deformable Convolution 100%
  2 Citations (Scopus)

  5 Downloads (Pure)

• AbODE: Ab initio antibody design using conjoined ODEs

  Verma, Y., Heinonen, M. & Garg, V., Jul 2023, Proceedings of the 40th International Conference on Machine Learning. Krause, A., Brunskill, E., Cho, K., Engelhardt, B., Sabato, S. & Scarlett, J. (eds.). JMLR, p. 35037-35050 14 p. (Proceedings of Machine Learning Research; vol. 202).

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

  Open Access

  File

  • Design 100%
  • Models 100%
  • Standards 100%
  • Participatory Design 100%
  • Benchmark 100%
  8 Citations (Scopus)

  123 Downloads (Pure)

• Adaptive Distributional Security for Garbling Schemes with O(| x| ) Online Complexity

  Bock, E. A., Brzuska, C., Karanko, P., Oechsner, S. & Puniamurthy, K., 2023, Advances in Cryptology – ASIACRYPT 2023 - 29th International Conference on the Theory and Application of Cryptology and Information Security, Proceedings. Guo, J. & Steinfeld, R. (eds.). Springer, p. 139-171 33 p. (Lecture Notes in Computer Science; vol. 14438 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

  Open Access

  • Simulation 100%
  • Complexity 100%
  • Contexts 16%
  • Starting Point 16%
  • Functions 16%

• Adaptive Massively Parallel Connectivity in Optimal Space

  Latypov, R., Łacki, J., Maus, Y. & Uitto, J., 17 Jun 2023, SPAA 2023 - Proceedings of the 35th ACM Symposium on Parallelism in Algorithms and Architectures. ACM, p. 431-441 11 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

  Open Access

  File

  • Connectivity 100%
  • Algorithms 100%
  • Constant 66%
  • Models 50%
  • Functions 50%
  26 Downloads (Pure)

• A Hybrid Generator Architecture for Controllable Face Synthesis

  Mensah, D., Kim, N. H., Aittala, M., Laine, S. & Lehtinen, J., 23 Jul 2023, Proceedings - SIGGRAPH 2023 Conference Papers. Spencer, S. N. (ed.). ACM, p. 1-10 10 p. 69

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

  Open Access

  File

  • Models 100%
  • Control 100%
  • Animation 50%
  • Image Synthesis 50%
  • Contexts 25%
  5 Citations (Scopus)

  74 Downloads (Pure)

• Amortised Design Optimization for Item Response Theory

  Keurulainen, A., Westerlund, I., Keurulainen, O. & Howes, A., 2023, Artificial Intelligence in Education. Posters and Late Breaking Results, Workshops and Tutorials, Industry and Innovation Tracks, Practitioners, Doctoral Consortium and Blue Sky - 24th International Conference, AIED 2023, Proceedings. Wang, N., Rebolledo-Mendez, G., Dimitrova, V., Matsuda, N. & Santos, O. C. (eds.). Springer, p. 359-364 6 p. (Communications in Computer and Information Science; vol. 1831 CCIS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

  Open Access

  • Design Optimization 100%
  • Response Theory 100%
  • Aptitude 100%
  • Student 100%
  • Design 50%
  1 Citation (Scopus)

• Amortised Experimental Design and Parameter Estimation for User Models of Pointing

  Keurulainen, A., Westerlund, I. R., Keurulainen, O. & Howes, A., 19 Apr 2023, CHI 2023 - Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems. ACM, 772

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

  Open Access

  File

  • Design 100%
  • Models 100%
  • User 100%
  • Parameter Estimation 100%
  • Interaction Design 50%
  5 Citations (Scopus)

  49 Downloads (Pure)

• Amortized Inference with User Simulations

  Moon, H. S., Oulasvirta, A. & Lee, B., 19 Apr 2023, CHI 2023 - Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems. ACM, 20 p. 773

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

  Open Access

  File

  • User 100%
  • Simulation 100%
  • Simulation Mode 100%
  • Models 33%
  • Human-Computer Interaction 33%
  14 Citations (Scopus)

  136 Downloads (Pure)

• Analyzing Microservice Connectivity with Kubesonde

  Bufalino, J., Di Francesco, M. & Aura, T., 30 Nov 2023, ESEC/FSE 2023: Proceedings of the 31st ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering. Chandra, S., Blincoe, K. & Tonella, P. (eds.). New York: ACM, p. 2038–2043 6 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

  Open Access

  File

  • Microservice 100%
  • Outbound Connection 14%
  • Kubernetes 14%
  • Network Isolation 14%
  2 Citations (Scopus)

  80 Downloads (Pure)

• Anchor-Free Action Proposal Network with Uncertainty Estimation

  Pehlivan, S. & Laaksonen, J., 2023, Proceedings - 2023 IEEE International Conference on Multimedia and Expo, ICME 2023. IEEE, p. 1853-1858 6 p. (Proceedings - IEEE International Conference on Multimedia and Expo; vol. 2023-July).

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

  Open Access

  File

  • Models 100%
  • Uncertainty Estimation 100%
  • Evaluation 50%
  • Benchmark 50%
  • Action Recognition 50%
  1 Citation (Scopus)

  34 Downloads (Pure)

• An Evaluation of Contextual Importance and Utility for Outcome Explanation of Black-Box Predictions for Medical Datasets

  Malhi, A. & Främling, K., 2023, Explainable Artificial Intelligence - 1st World Conference, xAI 2023, 2023, Proceedings. Longo, L. (ed.). Springer, p. 544-557 14 p. (Communications in Computer and Information Science; vol. 1901 CCIS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

  • Evaluation 100%
  • Explanation 100%
  • Forecasting 100%
  • Utilities 100%
  • Breast Cancer 100%

• Approximate String Searching with AVX2 and AVX-512

  Chhabra, T., Ghuman, S. & Tarhio, J., 2023, Proceedings of the Prague Stringology Conference 2023. Prague Stringology Club, p. 57-67

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

  Open Access

  • Algorithms 100%
  • String 100%
  • Approximate String Matching 40%
  • Experimental Result 20%
  • Benchmark 20%

• A Recursive Newton Method for Smoothing in Nonlinear State Space Models

  Yaghoobi, F., Abdulsamad, H. & Särkkä, S., 2023, 31st European Signal Processing Conference, EUSIPCO 2023 - Proceedings. European Association For Signal and Image Processing, p. 1758-1762 5 p. (European Signal Processing Conference).

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

  Open Access

  File

  • Order 100%
  • Nonlinear 100%
  • State Space 100%
  • Smoothing Problem 100%
  • Space Model 100%
  1 Citation (Scopus)

  20 Downloads (Pure)

• Arguments for and Approaches to Computing Education in Undergraduate Computer Science Programmes

  Cutts, Q., Kallia, M., Anderson, R., Crick, T., Devlin, M., Farghally, M., Mirolo, C., Runde, R. K., Seppälä, O., Urquiza-Fuentes, J. & Vahrenhold, J., 22 Dec 2023, ITiCSE-WGR 2023 - Proceedings of the 2023 Working Group Reports on Innovation and Technology in Computer Science Education. ACM, p. 160-195 36 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

  • Education 100%
  • Computer Science 100%
  • Undergraduates 100%
  • Computing 100%
  • Under-graduate 100%
  1 Citation (Scopus)

• A Scale-Independent Multi-Objective Reinforcement Learning with Convergence Analysis

  Amidzadeh, M., 15 Dec 2023, 2023 62nd IEEE Conference on Decision and Control (CDC). IEEE, p. 1326-1333 8 p. 10383419. (Proceedings of the IEEE Conference on Decision & Control).

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

  Open Access

  • Algorithms 100%
  • Multiobjective 100%
  • Reinforcement Learning 100%
  • Mathematical Convergence 100%
  • Convergence Analysis 100%

• A State-Separating Proof for Yao's Garbling Scheme

  Brzuska, C. & Oechsner, S., 2023, Proceedings - 2023 IEEE 36th Computer Security Foundations Symposium, CSF 2023. IEEE, p. 137-152 16 p. (Proceedings - IEEE Computer Security Foundations Symposium; vol. 2023-July).

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

  Open Access

  • secure multiparty computation 100%
  3 Citations (Scopus)

• Asymmetric Communication in Virtual Reality : Designing for Presence, Effectiveness, and Enjoyment

  Kirjonen, M. & Nieminen, M. P., 2023, Human-Computer Interaction – INTERACT 2023 - 19th IFIP TC13 International Conference, Proceedings. Abdelnour Nocera, J., Kristín Lárusdóttir, M., Petrie, H., Piccinno, A. & Winckler, M. (eds.). Springer, p. 123-132 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14145 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

  Open Access

  File

  • Communication 100%
  • Virtual Reality 100%
  • User 57%
  • Design 42%
  • User Experience 28%
  21 Downloads (Pure)

• A User-Centered Lens into Digital Excess : Exploring the Superfluity and Environmental Burden of the Digital World

  Olsson, T., Pyyhtinen, O., Rantasila, A., Laaksonen, S.-M., Vigren, M., Ylipulli, J. & Sawhney, N., 14 Jun 2023, LIMITS'23, June 2023, Everywhere All at Once. ACM, p. 1-4 4 p. 91

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Professional

  Open Access

  File

  • Design 100%
  • Energy Engineering 100%
  • User Experience 100%
  • Main Problem 100%
  • Computer Interaction 100%
  24 Downloads (Pure)

• Automated Program Repair Using Generative Models for Code Infilling

  Koutcheme, C., Sarsa, S., Leinonen, J., Hellas, A. & Denny, P., 2023, Artificial Intelligence in Education : 24th International Conference, AIED 2023, Tokyo, Japan, July 3–7, 2023, Proceedings. Wang, N., Rebolledo-Mendez, G., Matsuda, N., Santos, O. C. & Dimitrova, V. (eds.). Springer, p. 798–803 (Lecture Notes in Computer Science ; vol. 13916).

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

  Open Access

  File

  • Programs 100%
  • Generative Model 100%
  • Language Modeling 50%
  • Education 25%
  • Models 25%
  9 Citations (Scopus)

  32 Downloads (Pure)

• Automated Questionnaires About Students’ JavaScript Programs: Towards Gauging Novice Programming Processes

  Lehtinen, T., Haaranen, L. & Leinonen, J., 30 Jan 2023, Proceedings of the 25th Australasian Computing Education Conference. Denny, P. & Herbert, N. (eds.). ACM, p. 49-58 10 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

  Open Access

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  • Students 100%
  • Process 100%
  • Questionnaires 100%
  • Programming 100%
  • Novice 100%
  12 Citations (Scopus)

  100 Downloads (Pure)

• Automated Questions about Learners' Own Code Help to Detect Fragile Prerequisite Knowledge

  Lehtinen, T., Seppälä, O. & Korhonen, A., 29 Jun 2023, ITiCSE 2023 - Proceedings of the 2023 Conference on Innovation and Technology in Computer Science Education. ACM, p. 505-511 7 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

  Open Access

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  • programming course 100%
  • Logic Programming 50%
  4 Citations (Scopus)

  52 Downloads (Pure)

• Bending of sound waves in the vicinity of porous materials

  Yurek, A., Heldmann, J. & Lokki, T., Sept 2023, Proceedings of the 10th Convention of the European Acoustics Association. Associazione Italiana di Acustica, 8 p. (Proceedings of Forum Acusticum).

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

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  • Bending 100%
  • Acoustics 50%
  • Microphone 50%
  • Speed 25%
  • Grazing 25%
  25 Downloads (Pure)

• Brief Announcement : Distributed Derandomization Revisited

  Dahal, S., d'Amore, F., Lievonen, H., Picavet, T. & Suomela, J., Oct 2023, 37th International Symposium on Distributed Computing (DISC 2023). Oshman, R. (ed.). Schloss Dagstuhl - Leibniz-Zentrum für Informatik, p. 1-5 5 p. 40. (Leibniz International Proceedings in Informatics (LIPIcs); vol. 281).

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

  Open Access

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  • Algorithms 100%
  • Functions 100%
  • Complexity 100%
  • Randomized Algorithm 100%
  • Algorithm 100%
  1 Citation (Scopus)

  14 Downloads (Pure)

• BS3D : Building-Scale 3D Reconstruction from RGB-D Images

  Mustaniemi, J., Kannala, J., Rahtu, E., Liu, L. & Heikkilä, J., 2023, Image Analysis - 23rd Scandinavian Conference, SCIA 2023, Proceedings. Gade, R., Felsberg, M. & Kämäräinen, J.-K. (eds.). Springer, p. 551-565 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13886 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

  Open Access

  • 3d Reconstruction 100%
  • Odometry 100%
  • Models 50%
  • Sensor 50%
  • Algorithms 50%
  2 Citations (Scopus)

• Cache Policy Design via Reinforcement Learning for Cellular Networks in Non-Stationary Environment

  Srinivasan, A., Amidzade, M., Zhang, J. & Tirkkonen, O., 23 Oct 2023, 2023 IEEE International Conference on Communications Workshops: Sustainable Communications for Renaissance, ICC Workshops 2023. IEEE, p. 764-769 6 p. ( IEEE International Conference on Communications workshops).

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

  Open Access

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  • Design 100%
  • Cellular Network 100%
  • Reinforcement Learning 100%
  • Long Short-Term Memory Network 100%
  • User 60%
  35 Downloads (Pure)

• Causal Modeling of Policy Interventions From Treatment-Outcome Sequences

  Hizli, C., John, S., Juuti, A., Saarinen, T., Pietiläinen, K. & Marttinen, P., Jul 2023, Proceedings of the 40th International Conference on Machine Learning. Krause, A., Brunskill, E., Cho, K., Engelhardt, B., Sabato, S. & Scarlett, J. (eds.). JMLR, p. 13050-13084 35 p. (Proceedings of Machine Learning Research; vol. 202).

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

  Open Access

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  • Models 100%
  • Modeling 100%
  • Treatment Outcome 100%
  • Treatment 100%
  • Causal Modeling 100%
  37 Downloads (Pure)

• Chainable Functional Commitments for Unbounded-Depth Circuits

  Balbás, D., Catalano, D., Fiore, D. & Lai, R. W. F., 2023, Theory of Cryptography - 21st International Conference, TCC 2023, Proceedings. Rothblum, G. & Wee, H. (eds.). Springer, p. 363-393 31 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14371 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

  Open Access

  • Functions 100%
  • Classes 33%
  • Transformations 33%
  • Vectors 33%
  • Functionality 33%
  7 Citations (Scopus)

• Characterizing personalized effects of family information on disease risk using graph representation learning

  Wharrie, S., Yang, Z., Ganna, A. & Kaski, S., 2023, Proceedings of the 8th Machine Learning for Healthcare Conference. Deshpande, K., Fiterau, M., Joshi, S., Lipton, Z., Ranganath, R., Urteaga, I. & Yeung, S. (eds.). JMLR, p. 824-845 (Proceedings of Machine Learning Research; vol. 219).

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

  Open Access

  • Health 100%
  • Multiple Generation 50%
  • Disease Patient 50%
  • Degree Relative 50%

• CoColor: Interactive Exploration of Color Designs

  Hegemann, L., Dayama, N. R., Iyer, A., Farhadi, E., Marchenko, E. & Oulasvirta, A., 27 Mar 2023, IUI 2023 - Proceedings of the 28th International Conference on Intelligent User Interfaces. ACM, p. 106-127 22 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

  Open Access

  File

  • Design 100%
  • Interaction Techniques 40%
  • Application 20%
  • Computer 20%
  • Graphic Design 20%
  6 Citations (Scopus)

  34 Downloads (Pure)