Professorship Kaski Samuel

Research output

Research output per year 2011 2016 2017 2018 2019 2020 2021 2022 2023 2024

• 196 Article
• 170 Conference article in proceedings
• 15 Paper
• 10 Chapter
• 46 More
  • 7 Doctoral Thesis
  • 6 Conference article
  • 5 Abstract
  • 5 Review Article
  • 4 Software
  • 3 Book
  • 3 Meeting Abstract
  • 3 Other contribution
  • 2 Anthology
  • 2 Poster
  • 2 Letter
  • 2 Patent
  • 1 Foreword / postscript
  • 1 Special issue

Research output per year

Research output per year

Search results

• 2018

  Interactive Intent Modeling for Exploratory Search

  Ruotsalo, T., Peltonen, J., Eugster, M. J., Glowacka, D., Floréen, P., Myllymäki, P., Jacucci, G. & Kaski, S., 2018, In: ACM Transactions on Information Systems. 36, 4, p. 1-46 44.

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

  Open Access

  File

  • Modeling 100%
  • Intents 100%
  • User 57%
  • Models 28%
  • User Experience 28%
  52 Citations (Scopus)

  148 Downloads (Pure)

• Interactive visual data exploration with subjective feedback: An information-theoretic approach

  Puolamaki, K., Oikarinen, E., Kang, B., Lijffijt, J. & De Bie, T., 24 Oct 2018, Proceedings of the 34th IEEE International Conference on Data Engineering (ICDE 2018). IEEE, p. 1212-1215 4 p. 8509333

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

  • User 100%
  • Data Exploration 100%
  • Theoretic Approach 100%
  • Data Analysis 50%
  • Models 25%
  6 Citations (Scopus)

• Inverse finite-size scaling for high-dimensional significance analysis

  Xu, Y., Puranen, S., Corander, J. & Kabashima, Y., 6 Jun 2018, In: Physical Review E. 97, 6, p. 1-9 062112.

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

  Open Access

  File

  • Datum 100%
  • Significance 100%
  • Size 100%
  • Order 50%
  • Model 50%
  8 Citations (Scopus)

  230 Downloads (Pure)

• Inverse reinforcement learning from summary data

  Kangasrääsiö, A. & Kaski, S., Sept 2018, In: Machine Learning. 107, 8-10, p. 1517–1535

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

  Open Access

  • Reinforcement Learning 100%
  • Models 40%
  • Functions 40%
  • User 20%
  • Modeling 20%
  10 Citations (Scopus)

• Likelihood-free inference via classification

  Gutmann, M. U., Dutta, R., Kaski, S. & Corander, J., 2018, In: STATISTICS AND COMPUTING. 28, 2, p. 411–425 15 p.

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

  Open Access

  File

  • Datum 100%
  • Classification 100%
  • Inference 100%
  • Model 50%
  • Simulated Data 33%
  60 Citations (Scopus)

  312 Downloads (Pure)

• Local Interpretable Model-agnostic Explanations of Bayesian Predictive Models via Kullback-Leibler Projections

  Peltola, T., 13 Jul 2018.

  Research output: Contribution to conference › Abstract › Scientific › peer-review

• Machine Learning Methods for Interactive Search Interfaces and Cognitive Models

  Kangasrääsiö, A., 2018, Aalto University. 205 p.

  Research output: Thesis › Doctoral Thesis › Collection of Articles

  Open Access

  • Models 100%
  • User 100%
  • Machine Learning 100%
  • Parameter Value 33%
  • Intelligent Systems 22%

• MediaEval 2018: Predicting Media Memorability

  Cohendet, R., Demarty, C.-H., Duong, N. Q. K., Sjöberg, M., Ionescu, B. & Do, T. T., 2018, MediaEval 2018 - Multimedia Benchmark Workshop: Working Notes Proceedings of the MediaEval 2018 Workshop, Sophia, Antipolis, France, 29-31 October 2018. CEUR, 3 p. (CEUR Workshop Proceedings; vol. 2283).

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

  Open Access

  File

  • Evaluation 100%
  • Systems Design 50%
  • Multimedia 50%
  • Benchmarking 50%
  • Probability 50%
  6 Citations (Scopus)

  65 Downloads (Pure)

• MeSHLabeler and DeepMeSH: Recent progress in large-scale MeSH indexing

  Peng, S., Mamitsuka, H. & Zhu, S., 1 Jan 2018, Methods in Molecular Biology. Springer, p. 203-209 7 p. (Methods in Molecular Biology; vol. 1807).

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

  • Subject Heading 100%
  • Application 14%
  • Semantics 14%
  • Semantic Representation 14%
  • Context Dependent 14%
  2 Citations (Scopus)

• On the number of connected sets in bounded degree graphs

  Kangas, K., Kaski, P., Korhonen, J. H. & Koivisto, M., 1 Jan 2018, In: Electronic Journal of Combinatorics. 25, 4, p. 1-19 #P4.34.

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

  Open Access

  File

  • Number 100%
  • Graph 100%
  • Vertex 75%
  2 Citations (Scopus)

  484 Downloads (Pure)

• Peace of mind and anxiety in the waking state are related to the affective content of dreams

  Sikka, P., Pesonen, H. & Revonsuo, A., 1 Dec 2018, In: Scientific Reports. 8, 1, p. 1-13 12762.

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

  Open Access

  File

  • Anxiety 100%
  • Research 16%
  • Dreaming 16%
  • Consciousness 16%
  • Mental Health 16%
  51 Citations (Scopus)

  234 Downloads (Pure)

• Phenotype-driven identification of epithelial signalling clusters

  Marques, E., Peltola, T., Kaski, S. & Klefström, J., 5 Mar 2018, In: Scientific Reports. 8, 1, p. 1-13 4034.

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

  Open Access

  File

  • Phenotype 100%
  • Population Distribution 50%
  • Genetics 25%
  • Oncogene 25%
  • Growth 25%
  1 Citation (Scopus)

  200 Downloads (Pure)

• PicSOM Content-Based Information Retrieval System: software source release version 0.37

  Laaksonen, J., 17 Dec 2018

  Research output: Artistic and non-textual form › Software › Scientific

• PicSOM Experiments in TRECVID 2018

  Sjöberg, M., Tavakoli, H. R., Xu, Z., Mantecón, H. L. & Laaksonen, J., 1 Nov 2018, Proceedings of the TRECVID 2018 Workshop. Gaithersburg, MD, USA: TRECVID

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

  Open Access

  File

  • Residual Neural Network 100%
  • Embedding 66%
  • Initialization 66%
  • Long Short-Term Memory Network 66%
  • Classes 33%
  3 Citations (Scopus)

  46 Downloads (Pure)

• Prediction of Multiple-Trait and Multiple-Environment Genomic Data Using Recommender Systems

  Montesinos-López, O. A., Montesinos-López, A., Crossa, J., Montesinos-López, J. C., Mota-Sanchez, D., Estrada-González, F., Gillberg, J., Singh, R., Mondal, S. & Juliana, P., 1 Jan 2018, In: G3: Genes, Genomes, Genetics. 8, 1, p. 131-147

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

  Open Access

  File

  • Datum 100%
  • Prediction 100%
  • Genomics 100%
  • Recommender Systems 100%
  • Filtration 80%
  19 Citations (Scopus)

  222 Downloads (Pure)

• Preface

  Mamitsuka, H., 1 Jan 2018, Data Mining for Systems Biology: Methods and Protocols. 2 ed. Springer, p. v-vi (Methods in Molecular Biology; vol. 1807).

  Research output: Chapter in Book/Report/Conference proceeding › Foreword / postscript › peer-review

• Probabilistic Formulation of the Take The Best Heuristic

  Peltola, T., Jokinen, J. & Kaski, S., 2018, CogSci 2018 Proceedings . Cognitive Science Society, p. 2214-2219

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

  • Models 100%
  • Heuristics 100%
  • Decision-Making 20%
  • Machine Learning 20%
  • Training Data 20%

• Rethinking Summarization and Storytelling for Modern Social Multimedia

  Rudinac, S., Chua, T. S., Diaz-Ferreyra, N., Friedland, G., Gornostaja, T., Huet, B., Kaptein, R., Lindén, K., Moens, M. F., Peltonen, J., Redi, M., Schedl, M., Shamma, D. A., Smeaton, A. & Xie, L., 1 Jan 2018, MultiMedia Modeling - 24th International Conference, MMM 2018, Proceedings. Schoeffmann, K., Gabbouj, M., O'Connor, N. E., Elgammal, A., Chalidabhongse, T. H., Aramvith, S., Ngo, C. W. & Ho, Y.-S. (eds.). Springer, p. 632-644 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10704 LNCS).

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

  Open Access

  • Multimedia 100%
  • Contexts 33%
  • Domains 33%
  • Generation 33%
  • Representation 33%
  5 Citations (Scopus)

• SiBIC: A tool for generating a network of biclusters captured by maximal frequent itemset mining

  Takahashi, K. I., duVerle, D. A., Yotsukura, S., Takigawa, I. & Mamitsuka, H., 1 Jan 2018, Methods in Molecular Biology. Springer, p. 95-111 17 p. (Methods in Molecular Biology; vol. 1807).

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

  • Networks 100%
  • Frequent Itemsets 100%
  • Nested Gene 100%
  • User 40%
  • Software 20%

• SIMPLE Sparse Interaction Model over Peaks of moLEcules for fast, interpretable metabolite identification from tandem mass spectra

  Nguyen, D. H., Nguyen, C. H. & Mamitsuka, H., 1 Jul 2018, In: Bioinformatics. 34, 13, p. i323-i332 10 p.

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

  Open Access

  File

  • Identification 100%
  • Interaction Model 100%
  • Models 66%
  • Machine Learning 33%
  • Algorithms 33%
  23 Citations (Scopus)

  131 Downloads (Pure)

• Subjectively Interesting Subgroup Discovery on Real-valued Targets

  Lijffijt, J., Kang, B., Duivesteijn, W., Puolamäki, K., Oikarinen, E. & De Bie, T., 2018, Proceedings of the 34th IEEE International Conference on Data Engineering (ICDE 2018). IEEE, p. 1356-1359 4 p. 8509369

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

  • User 100%
  • High Dimensional Data 100%
  • Data Mining 100%
  • Target Attribute 100%
  5 Citations (Scopus)

• SuperDCA for genome-wide epistasis analysis

  Puranen, S., Pesonen, M., Pensar, J., Xu, Y., Lees, J. A., Bentley, S., Croucher, N. J. & Corander, J., 29 May 2018, In: Microbial Genomics. 4, 6

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

  Open Access

  File

  • Electric Potential 100%
  • Organisms 50%
  • Comprehension 50%
  • Evolution 50%
  • Filtration 50%
  19 Citations (Scopus)

  144 Downloads (Pure)

• Supervised low rank indefinite kernel approximation using minimum enclosing balls

  Schleif, F. M., Gisbrecht, A. & Tino, P., 27 Nov 2018, In: Neurocomputing. 318, p. 213-226 14 p.

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

  • Low-Rank 100%
  • Approximation (Algorithm) 100%
  • Vectors 100%
  • Algorithms 66%
  • Classification 66%
  10 Citations (Scopus)

• Textbook of Machine Learning and Data Mining: with Bioinformatics Applications

  Mamitsuka, H., 12 Sept 2018, Global Data Science Publishing. 388 p.

  Research output: Book/Report › Book › Professional

• The MediaEval 2018 Emotional Impact of Movies Task

  Dellandréa, E., Huigsloot, M., Chen, L., Baveye, Y., Xiao, Z. & Sjöberg, M., 2018, MediaEval 2018 - Multimedia Benchmark Workshop: Working Notes Proceedings of the MediaEval 2018 Workshop, Sophia, Antipolis, France, 29-31 October 2018. CEUR, 3 p. (CEUR Workshop Proceedings; vol. 2283).

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

  Open Access

  File

  • Emotional Impact 100%
  • Use Case 33%
  • Evaluation Metric 33%
  11 Citations (Scopus)

  67 Downloads (Pure)

• The MeMAD submission to the WMT18 multimodal translation task

  Grönroos, S.-A., Huet, B., Kurimo, M., Laaksonen, J., Merialdo, B., Pham, P., Sjöberg, M., Sulubacak, U., Tiedemann, J., Troncy, R. & Vázquez, R., 2018, Proceedings of the Third Conference on Machine Translation (WMT), Volume 2: Shared Task Papers. Association for Computational Linguistics, Vol. 2. p. 609-617 9 p.

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

  Open Access

  File

  • Machine Translation 100%
  • Scoring System 33%
  • Visual Feature 33%
  • Additional Data 33%
  50 Citations (Scopus)

  76 Downloads (Pure)

• Two-stream part-based deep representation for human attribute recognition

  Anwer, R. M., Khan, F. S. & Laaksonen, J., 13 Jul 2018, Proceedings - 2018 International Conference on Biometrics, ICB 2018. IEEE, p. 90-97 8 p.

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

  Open Access

  File

  • Models 100%
  • Representation 100%
  • Networks 75%
  • Standards 75%
  • Classification 50%
  1 Citation (Scopus)

  251 Downloads (Pure)

• Unified picture of strong-coupling stochastic thermodynamics and time reversals

  Aurell, E., 9 Apr 2018, In: Physical Review E. 97, 4, p. 1-10 042112.

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

  Open Access

  File

  • Time 100%
  • Coupling 100%
  • Bath 100%
  • Thermodynamics 100%
  • Baths 100%
  18 Citations (Scopus)

  255 Downloads (Pure)

• User-Generated Content in Social Media (Dagstuhl Seminar 17301)

  Chua, T. S. (Editor), Fuhr, N. (Editor), Grefenstette, G. (Editor), Järvelin, K. (Editor) & Peltonen, J. (Editor), 2018, In: Dagstuhl Reports. 7, 7

  Research output: Contribution to journal › Special issue › Scientific › peer-review

  Open Access

  File
  194 Downloads (Pure)

• User Modelling for Avoiding Overfitting in Interactive Knowledge Elicitation for Prediction

  Daee, P., Peltola, T., Vehtari, A. & Kaski, S., 8 Mar 2018, IUI 2018 - Proceedings of the 23rd International Conference on Intelligent User Interfaces. ACM, p. 305-310 6 p.

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

  Open Access

  File

  • User 100%
  • Knowledge Acquisition 100%
  • User Modeling 100%
  • Design 28%
  • Machine Learning 28%
  15 Citations (Scopus)

  177 Downloads (Pure)

• Using counterfactual queries to improve models for decision-support

  Sundin, I., Schulam, P., Siivola, E., Vehtari, A., Saria, S. & Kaski, S., 2018.

  Research output: Contribution to conference › Abstract › Scientific › peer-review

• Variational zero-inflated Gaussian processes with sparse kernels

  Hegde, P., Heinonen, M. & Kaski, S., 2018, 34th Conference on Uncertainty in Artificial Intelligence 2018, UAI 2018. Association for Uncertainty in Artificial Intelligence, Vol. 1. p. 361-371 148

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

  Open Access

  • Gaussian Process 100%
  • Models 75%
  • Learning 50%
  • Networks 25%
  • Events 25%
  4 Citations (Scopus)

• VisualLabel: An integrated multimedia content management and access framework

  Ahmad, I., Rantanen, P., Sillberg, P., Laaksonen, J., Liu, S., Forss, T., Malik, A., Nieminen, M., Shetty, R., Ishikawa, S., Kallio, J., Saarinen, J. P., Gabbouj, M. & Soini, J., 1 Jan 2018, Information Modelling and Knowledge Bases XXIX. Yoshida, N., Koopipat, C., Kiyoki, Y., Chawakitchareon, P., Hansuebsai, A., Sornlertlamvanich, V., Thalheim, B. & Jaakkola, H. (eds.). IOS Press, p. 321-342 22 p. (Frontiers in Artificial Intelligence and Applications; vol. 301).

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

  • Service 100%
  • Multimedia Content 100%
  • Content Management 100%
  • Back End 50%
  • User 25%
  1 Citation (Scopus)

• Word embedding based on low-rank doubly stochastic matrix decomposition

  Sedov, D. & Yang, Z., 2018, Neural Information Processing: 25th International Conference, ICONIP 2018 Siem Reap, Cambodia, December 13–16, 2018 Proceedings, Part III. Springer, Vol. 3. p. 90-100 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11303 LNCS).

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

  Open Access

  File

  • Low-Rank 100%
  • Word Embedding 100%
  • Stochastic Matrix 100%
  • Machine Learning 25%
  • Starting Point 25%
  1 Citation (Scopus)

  62 Downloads (Pure)
• 2017

  A Community Challenge for Inferring Genetic Predictors of Gene Essentialities through Analysis of a Functional Screen of Cancer Cell Lines

  Gönen, M., Weir, B. A., Cowley, G. S., Vazquez, F., Guan, Y., Jaiswal, A., Karasuyama, M., Uzunangelov, V., Wang, T., Tsherniak, A., Howell, S., Marbach, D., Hoff, B., Norman, T. C., Airola, A., Bivol, A., Bunte, K., Carlin, D., Chopra, S. & Deran, A. & 25 others, Ellrott, K., Gopalacharyulu, P., Graim, K., Kaski, S., Khan, S. A., Newton, Y., Ng, S., Pahikkala, T., Paull, E., Sokolov, A., Tang, H., Tang, J., Wennerberg, K., Xie, Y., Zhan, X., Zhu, F., Aittokallio, T., Mamitsuka, H., Stuart, J. M., Boehm, J. S., Root, D. E., Xiao, G., Stolovitzky, G., Hahn, W. C. & Margolin, A. A., 2017, In: Cell Systems. 5, 5, p. 485-497

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

  • Predictor 100%
  • Gene 100%
  • Gene Expression 11%
  • Small Hairpin RNA 11%
  16 Citations (Scopus)

• Adaptive edge weighting for graph-based learning algorithms

  Karasuyama, M. & Mamitsuka, H., 2017, In: Machine Learning. 106, 2, p. 307-335

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

  Open Access

  File

  • Algorithms 100%
  • Learning Algorithm 100%
  • Models 50%
  • Application 50%
  • Machine Learning 50%
  20 Citations (Scopus)

  485 Downloads (Pure)

• A Mutually-Dependent Hadamard Kernel for Modelling Latent Variable Couplings

  Remes, S., Heinonen, M. & Kaski, S., Nov 2017, Proceedings of the 9th Asian Conference on Machine Learning. Zhang, M.-L. & Noh, Y.-K. (eds.). JMLR, p. 455-470 16 p. (Proceedings of Machine Learning Research; vol. 77).

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

  Open Access

  File

  • Model 100%
  • Coupling 100%
  • Modeling 100%
  • Variables 100%
  • Kernel 100%
  2 Citations (Scopus)

  84 Downloads (Pure)

• An Information Retrieval Approach for Finding Dependent Subspaces of Multiple Views

  Lin, Z. & Peltonen, J., Jul 2017, Machine Learning and Data Mining in Pattern Recognition: 13th International Conference, MLDM 2017 New York, NY, USA, July 15 – 20, 2017, Proceedings. Perner, P. (ed.). Springer, p. 1-16 15 p. (Lecture Notes in Computer Science; no. 10358).

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

  • Information Retrieval 100%
  • Dependent Personality Disorder 100%
  • Correlation Analysis 66%
  • Preprocessing 33%
  • Correlation 33%
  2 Citations (Scopus)

• A transcriptomics data-driven gene space accurately predicts liver cytopathology and drug-induced liver injury

  Kohonen, P., Parkkinen, J. A., Willighagen, E. L., Ceder, R., Wennerberg, K., Kaski, S. & Grafström, R. C., 3 Jul 2017, In: Nature Communications. 8, p. 1-15 15932.

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

  Open Access

  File

  • Cytotoxicity 100%
  • Toxicogenomics 100%
  • Drug 33%
  • Chemicals and Drugs 33%
  • Tamsulosin 33%
  81 Citations (Scopus)

  285 Downloads (Pure)

• Bacmeta: simulation for genomic evolution in bacterial metapopulations

  Sipola, A., Marttinen, P. & Corander, J., 2017, In: bioRxiv.org.

  Research output: Contribution to journal › Article › Scientific

  • Simulation 100%
  • Evolution 100%
  • Models 66%
  • Generation 33%
  • Events 33%

• Bayes Forest: A data-intensive generator of morphological tree clones

  Potapov, I., Järvenpää, M., Åkerblom, M., Raumonen, P. & Kaasalainen, M., 2017, In: GigaScience. 6, 10, p. 1-13 gix079.

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

  Open Access

  File

  • Algorithms 100%
  • Datum 100%
  • Forest 100%
  • Utilization 60%
  • Model 60%
  4 Citations (Scopus)

  111 Downloads (Pure)

• BCI for physiological text annotation

  Barral, O., Kosunen, I., Ruotsalo, T., Spapé, M. M., Eugster, M. J. A., Ravaja, N., Kaski, S. & Jacucci, G., 13 Mar 2017, BCIforReal 2017 - Proceedings of the 2017 ACM Workshop on An Application-Oriented Approach to BCI Out of the Laboratory, co-located with IUI 2017. ACM, p. 9-13 5 p.

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

  • Text Annotation 100%
  • Program Content 66%
  • Case Study 33%
  • Automatic Annotation 33%
  • Real World 33%
  1 Citation (Scopus)

• Brain-to-brain hyperclassification reveals action-specific motor mapping of observed actions in humans

  Smirnov, D., Lachat, F., Peltola, T., Lahnakoski, J., Koistinen, O.-P., Glerean, E., Vehtari, A., Hari, R., Sams, M. & Nummenmaa, L., 11 Dec 2017, In: PloS one. 12, 12, e0189508.

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

  Open Access

  File

  • Human 100%
  • Humans 100%
  • Brain 100%
  • Functional Magnetic Resonance Imaging 40%
  • Accuracy 40%
  7 Citations (Scopus)

  154 Downloads (Pure)

• Cavity master equation for the continuous time dynamics of discrete-spin models

  Aurell, E., Del Ferraro, G., Dominguez, E. & Mulet, R., 12 May 2017, In: Physical Review E. 95, 5, p. 1-14 14 p., 052119.

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

  Open Access

  File

  • Master Equation 100%
  • Continuous Time 100%
  • Spin Model 100%
  • Ferromagnet 66%
  • Monte Carlo Simulation 33%
  227 Downloads (Pure)

• Cluster analysis to estimate the risk of preeclampsia in the high-risk Prediction and Prevention of Preeclampsia and Intrauterine Growth Restriction (PREDO) study

  Villa, P. M., Marttinen, P., Gillberg, J., Inkeri Lokki, A., Majander, K., Ordén, M. R., Taipale, P., Pesonen, A., Räikkönen, K., Hämäläinen, E., Kajantie, E. & Laivuori, H., 1 Mar 2017, In: PloS one. 12, 3, p. 1-14 e0174399.

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

  Open Access

  File

  • Cluster Analysis 100%
  • Pre-Eclampsia 100%
  • Intrauterine Growth Retardation 100%
  • Prenatal Growth 100%
  • Woman 21%
  22 Citations (Scopus)

  217 Downloads (Pure)

• Computational and perceptual determinants of film mood in different types of scenes

  Tarvainen, J., Laaksonen, J. & Takala, T., Dec 2017, Proceedings - 2017 IEEE International Symposium on Multimedia, ISM 2017. IEEE, p. 185-192

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

  • Computational 100%
  • Mood 100%
  • Determinants 100%
  • Dialogue 28%
  • Feature 28%
  1 Citation (Scopus)

• Convex factorization machine for toxicogenomics prediction

  Yamada, M., Lian, W., Goyal, A., Chen, J., Wimalawarne, K., Khan, S. A., Kaski, S., Mamitsuka, H. & Chang, Y., 13 Aug 2017, KDD 2017 - Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. ACM, p. 1215-1224 10 p.

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

  Open Access

  • Prediction 100%
  • Factorization 100%
  • Algorithm 13%
  • Optimization 13%
  • Tensor 13%
  25 Citations (Scopus)

• Differentially Private Bayesian Learning on Distributed Data

  Heikkilä, M. A., Lagerspetz, E., Kaski, S., Shimizu, K., Tarkoma, S. & Honkela, A., 2017, Advances in Neural Information Processing Systems 30: Proceedings of NIPS 2017. Curran Associates Inc., p. 3227-3236 10 p. (Advances in Neural Information Processing Systems; vol. 30).

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

  Open Access

  • Differential Privacy 100%
  • Bayesian Learning 100%
  • Standards 50%
  • Application 25%
  • Machine Learning 25%
  30 Citations (Scopus)

• Digital Me: Controlling and Making Sense of My Digital Footprint

  Sjöberg, M., Chen, H.-H., Floreen, P., Koskela, M., Kuikkaniemi, K., Lehtiniemi, T. & Peltonen, J., 2017, Symbiotic Interaction: 5th International Workshop, Symbiotic 2016, Padua, Italy, September 29–30, 2016, Revised Selected Papers. Gamberini, L., Spagnolli, A., Jacucci, G., Blankertz, B. & Freeman, J. (eds.). Cham: Springer, p. 155-167 (Lecture Notes in Computer Science; vol. 9961).

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

  Open Access

  File

  • Personal Data 100%
  • Digital Footprint 100%
  • Control 66%
  • Design 33%
  • Application 33%
  13 Citations (Scopus)

  261 Downloads (Pure)

• Efficient acquisition rules for model-based approximate Bayesian computation

  Järvenpää, M., Gutmann, M., Pleska, A., Vehtari, A. & Marttinen, P., Dec 2017.

  Research output: Contribution to conference › Poster › Scientific › peer-review

  • Models 100%
  • Computation 100%
  • Optimization 75%
  • Simulation 50%
  • Optimization Strategy 50%