Finnish Center for Artificial Intelligence

Research output

Research output per year 2019 2023 2024 2025

• 96 Conference article in proceedings
• 70 Article
• 6 Conference article
• 3 Abstract
• 1 More
  • 1 Paper

Research output per year

Research output per year

Search results

• 2025

  Active Learning of Molecular Data for Task-Specific Objectives

  Ghosh, K., Todorovic, M., Vehtari, A. & Rinke, P., 7 Jan 2025, In: Journal of Chemical Physics. 162, 1, 014103.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

  • Active Learning 100%
  • Data Collection 100%
  • Learning System 100%
  • Learning Performance 20%
  • Machine Learning Approach 10%
  9 Downloads (Pure)

• Automating the practice of science: Opportunities, challenges, and implications

  Musslick, S., Bartlett, L. K., Chandramouli, S. H., Dubova, M., Gobet, F., Griffiths, T. L., Hullman, J., King, R. D., Kutz, J. N., Lucas, C. G., Mahesh, S., Pestilli, F., Sloman, S. J. & Holmes, W. R., 4 Feb 2025, In: Proceedings of the National Academy of Sciences of the United States of America. 122, 5, 10 p., e2401238121.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

  • Reproducibility 100%
  • Scientific Innovations 100%
  2 Citations (Scopus)

  3 Downloads (Pure)

• How can we make sound replication decisions?

  Davis-Stober, C. P., Sarafoglou, A., Aczel, B., Chandramouli, S. H., Errington, T. M., Field, S. M., Fishbach, A., Freire, J., Ioannidis, J. P. A., Oberauer, K., Pestilli, F., Ressl, S., Schad, D. J., ter Schure, J., Tentori, K., van Ravenzwaaij, D., Vandekerckhove, J. & Gundersen, O. E., 2025, In: Proceedings of the National Academy of Sciences of the United States of America. 122, 5, 10 p., e2401236121.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

  • Conceptual Framework 100%
  1 Citation (Scopus)

  5 Downloads (Pure)

• Is Ockham's razor losing its edge? New perspectives on the principle of model parsimony

  Dubova, M., Chandramouli, S., Gigerenzer, G., Grünwald, P., Holmes, W., Lombrozo, T., Marelli, M., Musslick, S., Nicenboim, B., Ross, L. N., Shiffrin, R., White, M., Wagenmakers, E. J., Bürkner, P. C. & Sloman, S. J., 27 Jan 2025, In: Proceedings of the National Academy of Sciences of the United States of America. 122, 5, p. 1-10 10 p., e2401230121.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

  • Scientific Theory 100%
  2 Citations (Scopus)

  3 Downloads (Pure)

• Learning temporal maps of dynamics for mobile robots

  Shi, J. & Kucner, T. P., Feb 2025, In: Robotics and Autonomous Systems. 184, 10 p., 104853.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

  • Mobile Robot 100%
  • Motion Pattern 100%
  • Robotics 20%
  • Temporal Change 20%
  • Performance Model 20%
  12 Downloads (Pure)
• 2024

  A Framework for Improving the Reliability of Black-box Variational Inference

  Welandawe, M., Riis Andersen, M., Vehtari, A. & Huggins, J. H., 2024, In: Journal of Machine Learning Research. 25, p. 1−71

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

  • Learning Rate 100%
  • Black Box 100%
  • Learning System 100%
  • Approximation (Algorithm) 66%
  • Leibler Divergence 66%
  14 Downloads (Pure)

• A Multilabel Classification Framework for Approximate Nearest Neighbor Search

  Hyvönen, V., Jääsaari, E. & Roos, T., Feb 2024, In: Journal of Machine Learning Research. 25, 46, p. 1-51 51 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

  • Classification Framework 100%
  • Neighbour Search 100%
  • Index Structure 50%
  • Classification Problem 50%
  • Machine Learning Algorithm 25%
  5 Downloads (Pure)

• A Unified Review of Deep Learning for Automated Medical Coding

  Ji, S., Li, X., Sun, W., Dong, H., Taalas, A., Zhang, Y., Wu, H., Pitkänen, E. & Marttinen, P., 1 Oct 2024, In: ACM Computing Surveys. 56, 12, 306.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

  • Deep Learning Method 100%
  • Feature Extraction 33%
  • Building Block 33%
  • Main Component 33%
  • Text Feature 33%
  5 Citations (Scopus)

  49 Downloads (Pure)

• A Workflow for Building Computationally Rational Models of Human Behavior

  Chandramouli, S., Shi, D., Putkonen, A., De Peuter, S., Zhang, S., Jokinen, J. P. P., Howes, A. & Oulasvirta, A., Sept 2024, In: Computational Brain and Behavior. 7, 3, p. 399-419 21 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

  • Decision Making 100%
  • Cognitive Science 100%
  • Cognitive Resource 100%
  • Model Selection 100%
  • Rational Model 100%
  1 Citation (Scopus)

  12 Downloads (Pure)

• Collaborative learning from distributed data with differentially private synthetic data

  Prediger, L., Jälkö, J., Honkela, A. & Kaski, S., 14 Jun 2024, In: BMC Medical Informatics and Decision Making. 24, 1, p. 1-14 14 p., 167.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

  • Collaborative Learning 100%
  • Synthetic Data 100%
  • Distributed Data 100%
  • Privacy Preserving 33%
  • Privacy Concern 16%
  2 Citations (Scopus)

  12 Downloads (Pure)

• Contextual Policies Enable Efficient and Interpretable Inverse Reinforcement Learning for Populations

  Tanskanen, V., Rajani, C., Hämäläinen, P., Guckelsberger, C. & Klami, A., 10 Jul 2024, In: Transactions on Machine Learning Research. 23 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  • Learning Algorithm 100%
  • Artificial Intelligence 100%

• Cooperative multi-objective Bayesian design optimization

  Mo, G., Dudley, J., Chan, L., Liao, Y. C., Oulasvirta, A. & Kristensson, P. O., 24 Jun 2024, In: ACM Transactions on Interactive Intelligent Systems. 14, 2, 28 p., 13.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

  • Multiobjective 100%
  • Process Optimization 100%
  • User Interface Design 40%
  • Computational Method 20%
  • Research Question 20%
  22 Downloads (Pure)

• Creative collaboration with interactive evolutionary algorithms: a reflective exploratory design study

  Uusitalo, S., Kantosalo, A., Salovaara, A., Takala, T. & Guckelsberger, C., Jun 2024, In: Genetic Programming and Evolvable Machines . 25, 1, p. 1-23 23 p., 4.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

  • Design 100%
  • Evolutionary Algorithms 100%
  • Algorithms 60%
  • Artificial Intelligence 40%
  • Creative Process 40%
  3 Citations (Scopus)

  57 Downloads (Pure)

• Cross-Validatory Model Selection for Bayesian Autoregressions with Exogenous Regressors

  Cooper, A., Simpson, D., Kennedy, L., Forbes, C. & Vehtari, A., 2024, (E-pub ahead of print) In: Bayesian Analysis. p. 1-25

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  • Regressors 100%
  • Autoregression 100%
  • Bayesian 100%
  • Serial Dependence 75%
  • Time Series 50%

• DesignQuizzer: A Community-Powered Conversational Agent for Learning Visual Design

  Peng, Z., Chen, Q., Shen, Z., Ma, X. & Oulasvirta, A., 23 Apr 2024, In: Proceedings of the ACM on Human-Computer Interaction. 8, CSCW1, 40 p., 44.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  • Conversational Agent 100%
  • User 11%
  • Informal Learning 11%
  1 Citation (Scopus)

• Detecting and diagnosing prior and likelihood sensitivity with power-scaling

  Kallioinen, N., Paananen, T., Bürkner, P. C. & Vehtari, A., Feb 2024, In: STATISTICS AND COMPUTING. 34, 1, p. 1-27 27 p., 57.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

  • Models 100%
  • Workflows 100%
  • Complexities 100%
  • Process Model 100%
  • Linear Model 100%
  8 Citations (Scopus)

  86 Downloads (Pure)

• Efficient estimation and correction of selection-induced bias with order statistics

  McLatchie, Y. & Vehtari, A., 12 Jun 2024, In: STATISTICS AND COMPUTING. 34, 4, 132.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

  • Order Statistics 100%
  • Model Selection 100%
  • Ranking Method 100%
  • Cross-Validation 66%
  • Bootstrapping 33%
  16 Downloads (Pure)

• Enhancing Lignin-Carbohydrate Complexes Production and Properties With Machine Learning

  Diment, D., Löfgren, J., Alopaeus, M., Stosiek, M., Cho, M., Xu, C., Hummel, M., Rigo, D., Rinke, P. & Balakshin, M., 25 Nov 2024, (E-pub ahead of print) In: ChemSusChem. e202401711.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  • Lignin 100%
  • Learning System 100%
  • Enzymatic Hydrolysis 33%
  • Ball Milling 33%
  • Experimental Trial 25%
  1 Citation (Scopus)

• Exploring Contextual Representation and Multi-modality for End-to-end Autonomous Driving

  Azam, S., Munir, F., Kyrki, V., Kucner, T. P., Jeon, M. & Pedrycz, W., Sept 2024, In: Engineering Applications of Artificial Intelligence. 135, 13 p., 108767.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

  • Decision Making 100%
  • Self-Attention Mechanism 50%
  • Vision Transformer 50%
  • Spatial Understanding 50%
  1 Citation (Scopus)

  31 Downloads (Pure)

• Generating Role-Playing Game Quests With GPT Language Models

  Värtinen, S., Hämäläinen, P. & Guckelsberger, C., Mar 2024, In: IEEE Transactions on Games. 16, 1, p. 127-139 13 p., 9980408.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

  • Generative Pre-Trained Transformer 3 100%
  49 Citations (Scopus)

  819 Downloads (Pure)

• Human-in-the-loop active learning for goal-oriented molecule generation

  Nahal, Y., Menke, J., Martinelli, J., Heinonen, M., Kabeshov, M., Janet, J. P., Nittinger, E., Engkvist, O. & Kaski, S., 9 Dec 2024, In: Journal of Cheminformatics. 16, 1, 24 p., 138.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

  • Human-in-the-Loop 100%
  • Active Learning 100%
  • Generative Artificial Intelligence 100%
  • Training Data 100%
  • Artificial Intelligence 100%
  10 Downloads (Pure)

• Identifiable Causal Inference with Noisy Treatment and No Side Information

  Pöllänen, A. & Marttinen, P., Sept 2024, In: Transactions on Machine Learning Research. 2024, 9, 20 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

  • Measurement Error 100%
  • Side Information 100%
  • Effect Estimate 66%
  • Causal Effect 50%
  • Measurement Error Model 33%
  6 Downloads (Pure)

• Lee-Yang theory of the superradiant phase transition in the open Dicke model

  Brange, F., Lambert, N., Nori, F. & Flindt, C., Jun 2024, In: PHYSICAL REVIEW RESEARCH. 6, 3, p. 1-10 10 p., 033181.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

  • Cumulants 100%
  • Finite Duration 100%
  • Time Measurement 100%
  • Observation Time 50%
  • Level Atom 50%
  1 Citation (Scopus)

  22 Downloads (Pure)

• Likelihood-free inference in state-space models with unknown dynamics

  Aushev, A., Tran, T., Pesonen, H., Howes, A. & Kaski, S., Feb 2024, In: STATISTICS AND COMPUTING. 34, 1, 27.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

  • Models 100%
  • State Space 100%
  • Inference 100%
  • Space Model 100%
  • Simulation 80%
  1 Citation (Scopus)

  64 Downloads (Pure)

• Machine-learning accelerated structure search for ligand-protected clusters

  Fang, L., Laakso, J., Rinke, P. & Chen, X., 7 Mar 2024, In: Journal of Chemical Physics. 160, 9, p. 1-9 9 p., 094106.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

  • Electronic Property 100%
  • Hydrogen Bonding 100%
  • Chemical Processing 100%
  • Ligand 100%
  • Energy 100%
  1 Citation (Scopus)

  7 Downloads (Pure)

• Metis : a Python-based user interface to collect expert feedback for generative chemistry models

  Menke, J., Nahal, Y., Bjerrum, E. J., Kabeshov, M., Kaski, S. & Engkvist, O., Dec 2024, In: Journal of Cheminformatics. 16, 1, p. 1-9 9 p., 100.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

  • Learning System 100%
  • Closed Loop Systems 100%
  • Natural Scientist 100%
  • Graphical User Interface 100%
  • De Novo Design 100%
  2 Citations (Scopus)

  20 Downloads (Pure)

• Pareto Smoothed Importance Sampling

  Vehtari, A., Simpson, D., Gelman, A., Yao, Y. & Gabry, J., 2024, In: Journal of Machine Learning Research. 25, 58 p., 72.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

  • Estimator 100%
  • Convergence Rate 100%
  • Error Estimate 100%
  • Estimation Theory 100%
  • Sample Size 100%
  92 Downloads (Pure)

• Practical approaches to group-level multi-objective Bayesian optimization in interaction technique design

  Liao, Y.-C., Mo, G. B., Dudley, J. J., Cheng, C. L., Chan, L., Kristensson, P. O. & Oulasvirta, A., Jan 2024, In: Collective Intelligence. 3, 1, 19 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

  • Design Optimization 100%
  • Target Population 100%
  19 Downloads (Pure)

• Precise Large-Scale Chemical Transformations on Surfaces: Deep Learning Meets Scanning Probe Microscopy with Interpretability

  Wu, N., Aapro, M., Jestilä, J., Drost, R., Martínez García, M., Torres, T., Xiang, F., Cao, N., He, Z., Bottari, G., Liljeroth, P. & Foster, A., 16 Dec 2024, (E-pub ahead of print) In: Journal of the American Chemical Society.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  • Scanning Probe Microscopy 100%
  • Deep Learning Method 100%
  • Reinforcement Learning 100%
  • Neural Network 100%
  • Porphyrin 100%

• Self-Supervised Forecasting in Electronic Health Records with Attention-Free Models

  Kumar, Y., Ilin, A., Salo, H., Kulathinal, S., Leinonen, M. K. & Marttinen, P., 2024, In: IEEE Transactions on Artificial Intelligence. 5, 8, p. 3926-3938 13 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

  • Neural Network 100%
  • Scalability 100%
  • Data Record 40%
  • Performance Model 20%
  • Multiple Domain 20%
  5 Citations (Scopus)

  64 Downloads (Pure)

• SITReg: Multi-resolution architecture for symmetric, inverse consistent, and topology preserving image registration

  Honkamaa, J. & Marttinen, P., Nov 2024, In: The Journal of Machine Learning for Biomedical Imaging. 2, p. 2148-2194 47 p., 026.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

  • Deformation Field 100%
  15 Downloads (Pure)

• Targeted Active Learning for Bayesian Decision-Making

  Filstroff, L., Sundin, I., Mikkola, P., Tiulpin, A., Kylmäoja, J. & Kaski, S., 12 Jun 2024, In: Transactions on Machine Learning Research. 20 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

  • Decision-Making 100%
  • Bayesian Decision 100%
  • Active Learning 100%
  • Learning 100%
  • Bayesian Decision Making 100%
  13 Downloads (Pure)

• THÖR-MAGNI: A large-scale indoor motion capture recording of human movement and robot interaction

  Schreiter, T., Rodrigues de Almeida, T., Zhu, Y., Gutierrez Maestro, E., Morillo-Mendez, L., Rudenko, A., Palmieri, L., Kucner, T. P., Magnusson, M. & Lilienthal, A. J., 2024, (E-pub ahead of print) In: International Journal of Robotics Research. p. 24

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

  • Robotics 100%
  • Motion Capture 100%
  • Human Motions 100%
  • Large Data Set 50%
  • Mobile Robot 50%
  3 Citations (Scopus)

  44 Downloads (Pure)

• Using scalable computer vision to automate high-throughput semiconductor characterization

  Siemenn, A. E., Aissi, E., Sheng, F., Tiihonen, A., Kavak, H., Das, B. & Buonassisi, T., 11 Jun 2024, In: Nature Communications. 15, 1, p. 1-11 11 p., 4654.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

  • Materials Synthesis 100%
  • Functional Material 100%
  • Thin Films 100%
  • Computer Vision 100%
  • High Throughput 100%
  2 Citations (Scopus)

  24 Downloads (Pure)

• Virtual laboratories : Transforming research with AI

  Klami, A., Damoulas, T., Engkvist, O., Rinke, P. & Kaski, S., 27 Aug 2024, In: Data-Centric Engineering. 5, p. 1-20 20 p., e19.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

  • Artificial Intelligence 100%
  • Virtual Laboratories 100%
  • Scientific Domain 33%
  • Scientific Knowledge 33%
  • Software Platform 16%
  3 Citations (Scopus)

  61 Downloads (Pure)
• 2023

  An open-source environmental chamber for materials-stability testing using an optical proxy

  Keesey, R., Tiihonen, A., Siemenn, A. E., Colburn, T. W., Sun, S., Hartono, N. T. P., Serdy, J., Zeile, M., He, K., Gurtner, C. A., Flick, A. C., Batali, C., Encinas, A., Naik, R. R., Liu, Z., Oviedo, F., Peters, I. M., Thapa, J., Tian, S. I. P. & Dauskardt, R. H. & 2 others, Norquist, A. J. & Buonassisi, T., 1 Apr 2023, In: Digital Discovery. 2, 2, p. 422-440 19 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

  • Stability 100%
  • Test Chamber 100%
  • Thin Films 100%
  • Material 100%
  • Investigation 66%
  7 Citations (Scopus)

  53 Downloads (Pure)

• Bayesian Inference for Stochastic Multipath Radio Channel Models

  Hirsch, C., Bharti, A., Pedersen, T. & Waagepetersen, R., 1 Apr 2023, In: IEEE Transactions on Antennas and Propagation. 71, 4, p. 3460-3472

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

  • Models 100%
  • Channels 100%
  • Multipath 100%
  • Multipath Component 40%
  • Markov Chain 40%
  1 Citation (Scopus)

  34 Downloads (Pure)

• Bayesian modeling of the impact of antibiotic resistance on the efficiency of MRSA decolonization

  Ojala, F., Abdul Sater, M. R., Miller, L. G., McKinnell, J. A., Hayden, M. K., Huang, S. S., Grad, Y. H. & Marttinen, P., Oct 2023, In: PLoS computational biology. 19, 10, p. 1-17 e1010898.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

  • Methicillin-Resistant Staphylococcus Aureus 100%
  • Antimicrobial Resistance 100%
  • Antibiotic Resistance 100%
  • Methicillin Resistant Staphylococcus Aureus 100%
  • Gene 16%
  2 Citations (Scopus)

  43 Downloads (Pure)

• Ethical layering in AI-driven polygenic risk scores—New complexities, new challenges

  Fritzsche, M. C., Akyüz, K., Cano Abadía, M., McLennan, S., Marttinen, P., Mayrhofer, M. T. & Buyx, A. M., 26 Jan 2023, In: Frontiers in Genetics. 14, 1098439.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

  • Artificial Intelligence 100%
  • Complexities 100%
  • Intelligence 100%
  • Research 28%
  • Ethics 28%
  14 Citations (Scopus)

  52 Downloads (Pure)

• Fast Methods for Posterior Inference of Two-Group Normal-Normal Models

  Greengard, P., Hoskins, J., Margossian, C. C., Gabry, J., Gelman, A. & Vehtari, A., Sept 2023, In: Bayesian Analysis. 18, 3, p. 889-907 19 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

  • Inference 100%
  • Predictor 100%
  • Regression Coefficient 100%
  • Modeling 50%
  • Classes 50%
  12 Downloads (Pure)

• Learn the Time to Learn: Replay Scheduling in Continual Learning

  Klasson, M., Kjellström, H. & Zhang, C., Sept 2023, In: Transactions on Machine Learning Research. 56 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  • Historical Data 100%
  • Reinforcement Learning 100%
  • Real World 66%
  • Processing Time 33%
  • Time Constraint 33%

• Modeling how different user groups perceive webpage aesthetics

  Leiva, L. A., Shiripour, M. & Oulasvirta, A., Nov 2023, In: UNIVERSAL ACCESS IN THE INFORMATION SOCIETY. 22, 4, p. 1417-1424 8 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  • User 100%
  • Modeling 100%
  • Design 33%
  • Models 33%
  • Education 16%
  6 Citations (Scopus)

• Simulation-Based Calibration Checking for Bayesian Computation: The Choice of Test Quantities Shapes Sensitivity

  Modrak, M., Moon, A. H., Shinyoung, K., Burkner, P.-C., Huurre, N., Faltejsková, K., Gelman, A. & Vehtari, A., 2023, In: Bayesian Analysis. p. 1-28

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

  • Simulation 100%
  • Computation 100%
  • Bayesian 100%
  • Cheque 100%
  • Test Quantity 100%
  10 Downloads (Pure)

• Stochastic cluster embedding

  Yang, Z., Chen, Y., Sedov, D., Kaski, S. & Corander, J., Feb 2023, In: STATISTICS AND COMPUTING. 33, 1, p. 1-14 14 p., 12.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

  • Embedding 100%
  • Visualization 42%
  • Embedding Method 28%
  • Software 14%
  • Experimental Result 14%
  2 Citations (Scopus)

  62 Downloads (Pure)
• 2022

  A Relational Model for One-Shot Classification of Images and Pen Strokes

  Polis, A. & Ilin, A., 28 Aug 2022, In: Neurocomputing. 501, p. 1-13 13 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

  • Models 100%
  • Accuracy 100%
  • Classification 100%
  • Classifier 100%
  • Classification Models 100%
  2 Citations (Scopus)

  55 Downloads (Pure)

• Bambi: A simple interface for fitting Bayesian linear models in Python

  Capretto, T., Piho, C., Kumar, R., Westfall, J., Yarkoni, T. & Martin, O., 15 Aug 2022, In: Journal of Statistical Software. 103, 15, 29 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

  • Models 100%
  • Bayesian Model 100%
  • Linear Models 100%
  • Model Building 100%
  • Linear Model 100%
  40 Citations (Scopus)

  643 Downloads (Pure)

• Benchmarking the utility of maps of dynamics for human-aware motion planning

  Swaminathan, C. S., Kucner, T. P., Magnusson, M., Palmieri, L., Molina, S., Mannucci, A., Pecora, F. & Lilienthal, A. J., 2 Nov 2022, In: Frontiers in Robotics and AI. 9, 27 p., 916153.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

  • Benchmarking 100%
  • Utilities 100%
  • Robot 100%
  • Motion Planning 100%
  • Dynamic Environment 50%
  6 Citations (Scopus)

  31 Downloads (Pure)

• Cine-AI: Generating Video Game Cutscenes in the Style of Human Directors

  Evin, I., Hämäläinen, P. & Guckelsberger, C., 29 Oct 2022, In: Proceedings of the ACM on Human-Computer Interaction. 6, CHI PLAY, 23 p., 223.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

  • Artificial Intelligence 100%
  • User 40%
  • Design 20%
  • Automation 20%
  • Usability 20%
  7 Citations (Scopus)

  130 Downloads (Pure)

• Efficient modeling of organic adsorbates on oxygen-intercalated graphene on Ir(111)

  Järvi, J., Todorović, M. & Rinke, P., 15 May 2022, In: Physical Review B. 105, 19, p. 1-10 10 p., 195304.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

  • Dioxygen 100%
  • Graphene 100%
  • Molecule 66%
  • Liquid Film 33%
  • Charge Transfer Complex 33%
  4 Citations (Scopus)

  58 Downloads (Pure)

• Gene–gene interaction detection with deep learning

  Cui, T., El Mekkaoui, K., Reinvall, J., Havulinna, A. S., Marttinen, P. & Kaski, S., 12 Nov 2022, In: Communications Biology. 5, 1, p. 1-12 12 p., 1238.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

  • Deep Learning 100%
  • Detection 100%
  • Design 33%
  • Representation 33%
  • Procedures 33%
  11 Citations (Scopus)

  95 Downloads (Pure)