Krista Lagus

According to our database, Krista Lagus authored at least 45 papers between 1996 and 2020.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2020

Wrangling with Non-Standard Data.

Eetu Mäkelä, Krista Lagus, Leo Lahti, Tanja Säily, Mikko Tolonen, Mika Hämäläinen, Samuli Kaislaniemi, Terttu Nevalainen

Proceedings of the Digital Humanities in the Nordic Countries 5th Conference, 2020

2018

Using Statistical Models of Morphology in the Search for Optimal Units of Representation in the Human Mental Lexicon.

Sami Virpioja, Minna Lehtonen, Annika Hultén, Henna Kivikari, Riitta Salmelin, Krista Lagus

Cogn. Sci., 2018

Medicine Radar - a Tool for Exploring Online Health Discussions.

Krista Lagus, Minna Ruckenstein, Atte Juvonen, Chang Rajani

Proceedings of the Digital Humanities in the Nordic Countries 3rd Conference, 2018

2015

Self-organization and missing values in SOM and GTM.

Tommi Vatanen, Maria Osmala, Tapani Raiko, Krista Lagus, Marko Sysi-Aho, Matej Oresic, Timo Honkela, Harri Lähdesmäki

Neurocomputing, 2015

2014

Five-Dimensional Sentiment Analysis of Corpora, Documents and Words.

Timo Honkela, Jaakko Korhonen, Krista Lagus, Esa Saarinen

Proceedings of the Advances in Self-Organizing Maps and Learning Vector Quantization, 2014

Looking at our data-perspectives from mindfulness apps and quantified self as a daily practice.

Krista Lagus

Proceedings of the 2014 IEEE International Conference on Bioinformatics and Biomedicine, 2014

2013

Variational Bayesian PCA versus k-NN on a Very Sparse Reddit Voting Dataset.

Jussa Klapuri, Ilari T. Nieminen, Tapani Raiko, Krista Lagus

Proceedings of the Advances in Intelligent Data Analysis XII, 2013

Exploration of Loneliness Questionnaires Using the Self-Organising Map.

Krista Lagus, Juho Saari, Ilari T. Nieminen, Timo Honkela

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2013, 2013

2012

Evaluating vector space models with canonical correlation analysis.

Sami Virpioja, Mari-Sanna Paukkeri, Abhishek Tripathi, Tiina Lindh-Knuutila, Krista Lagus

Nat. Lang. Eng., 2012

Controlling Self-Organization and Handling Missing Values in SOM and GTM.

Tommi Vatanen, Ilari T. Nieminen, Timo Honkela, Tapani Raiko, Krista Lagus

Proceedings of the Advances in Self-Organizing Maps - 9th International Workshop, 2012

Paths of Wellbeing on Self-Organizing Maps.

Krista Lagus, Tommi Vatanen, Oili Kettunen, Antti Heikkilä, Matti Heikkilä, Mika Pantzar, Timo Honkela

Proceedings of the Advances in Self-Organizing Maps - 9th International Workshop, 2012

Subjects on objects in contexts: Using GICA method to quantify epistemological subjectivity.

Timo Honkela, Juha Raitio, Krista Lagus, Ilari T. Nieminen, Nina Honkela, Mika Pantzar

Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012

Identifying Anomalous Social Contexts from Mobile Proximity Data Using Binomial Mixture Models.

Eric Malmi, Juha Raitio, Oskar Kohonen, Krista Lagus, Timo Honkela

Proceedings of the Advances in Intelligent Data Analysis XI - 11th International Symposium, 2012

Text Mining for Wellbeing: Selecting Stories Using Semantic and Pragmatic Features.

Timo Honkela, Zaur Izzatdust, Krista Lagus

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2012, 2012

2011

Evaluating the effect of word frequencies in a probabilistic generative model of morphology.

Sami Virpioja, Oskar Kohonen, Krista Lagus

Proceedings of the 18th Nordic Conference of Computational Linguistics, 2011

Predicting Reaction Times in Word Recognition by Unsupervised Learning of Morphology.

Sami Virpioja, Minna Lehtonen, Annika Hultén, Riitta Salmelin, Krista Lagus

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2011, 2011

2010

Morpho Challenge 2005-2010: Evaluations and Results.

Mikko Kurimo, Sami Virpioja, Ville T. Turunen, Krista Lagus

Proceedings of the 11th Meeting of the ACL Special Interest Group on Computational Morphology and Phonology, 2010

Semi-Supervised Learning of Concatenative Morphology.

Oskar Kohonen, Sami Virpioja, Krista Lagus

Proceedings of the 11th Meeting of the ACL Special Interest Group on Computational Morphology and Phonology, 2010

Using Correlation Dimension for Analysing Text Data.

Ilkka Kivimäki, Krista Lagus, Ilari T. Nieminen, Jaakko J. Väyrynen, Timo Honkela

Proceedings of the Artificial Neural Networks - ICANN 2010, 2010

Measuring Adjective Spaces.

Timo Honkela, Tiina Lindh-Knuutila, Krista Lagus

Proceedings of the Artificial Neural Networks - ICANN 2010, 2010

2009

Unsupervised Morpheme Analysis with Allomorfessor.

Sami Virpioja, Oskar Kohonen, Krista Lagus

Proceedings of the Multilingual Information Access Evaluation I. Text Retrieval Experiments, 2009

2007

Unsupervised models for morpheme segmentation and morphology learning.

Mathias Creutz, Krista Lagus

ACM Trans. Speech Lang. Process., 2007

Compact Modeling of Data Using Independent Variable Group Analysis.

Esa Alhoniemi, Antti Honkela, Krista Lagus, Santeri Jeremias Seppä, Paul Wagner, Harri Valpola

IEEE Trans. Neural Networks, 2007

2006

Unsupervised Word Categorization Using Self-Organizing Maps and Automatically Extracted Morphs.

Mikaela Klami, Krista Lagus

Proceedings of the Intelligent Data Engineering and Automated Learning, 2006

Simulating Meaning Negotiation Using Observational Language Games.

Tiina Lindh-Knuutila, Timo Honkela, Krista Lagus

Proceedings of the Symbol Grounding and Beyond, 2006

2005

Unsupervised Morphology Induction Using Morfessor.

Mathias Creutz, Krista Lagus, Sami Virpioja

Proceedings of the Finite-State Methods and Natural Language Processing, 2005

2004

Mining massive document collections by the WEBSOM method.

Krista Lagus, Samuel Kaski, Teuvo Kohonen

Inf. Sci., 2004

Induction of a Simple Morphology for Highly-Inflecting Languages.

Mathias Creutz, Krista Lagus

Proceedings of the 7th Meeting of the ACL Special Interest Group in Computational Phonology: Current Themes in Computational Phonology and Morphology, 2004

2002

Text Retrieval Using Self Organized Document Maps.

Krista Lagus

Neural Process. Lett., 2002

Unsupervised Discovery of Morphemes.

Mathias Creutz, Krista Lagus

Proceedings of the ACL-02 Workshop on Morphological and Phonological Learning, 2002

ICA and SOM in text document analysis.

Ella Bingham, Jukka Kuusisto, Krista Lagus

Proceedings of the SIGIR 2002: Proceedings of the 25th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2002

Topic Identification in Natural Language Dialogues Using Neural Networks.

Krista Lagus, Jukka Kuusisto

Proceedings of the SIGDIAL 2002 Workshop, 2002

Adaptive Dialogue Systems - Interaction with Interact.

Kristiina Jokinen, Antti Kerminen, Tommi Jauhiainen, Jukka Kuusisto, Graham Wilcock, Markku Turunen, Jaakko Hakulinen, Krista Lagus

Proceedings of the SIGDIAL 2002 Workshop, 2002

Language model adaptation in speech recognition using document maps.

Krista Lagus, Mikko Kurimo

Proceedings of the 12th IEEE Workshop on Neural Networks for Signal Processing, 2002

An Efficiently Focusing Large Vocabulary Language Model.

Mikko Kurimo, Krista Lagus

Proceedings of the Artificial Neural Networks, 2002

2001

Large vocabulary statistical language modeling for continuous speech recognition in finnish.

Vesa Siivola, Mikko Kurimo, Krista Lagus

Proceedings of the EUROSPEECH 2001 Scandinavia, 2001

Independent Variable Group Analysis.

Krista Lagus, Esa Alhoniemi, Harri Valpola

Proceedings of the Artificial Neural Networks, 2001

2000

Self organization of a massive document collection.

Teuvo Kohonen, Samuel Kaski, Krista Lagus, Jarkko Salojärvi, Jukka Honkela, Vesa Paatero, Antti Saarela

IEEE Trans. Neural Networks Learn. Syst., 2000

1999

Websom for Textual Data Mining.

Krista Lagus, Timo Honkela, Samuel Kaski, Teuvo Kohonen

Artif. Intell. Rev., 1999

1998

WEBSOM - Self-organizing maps of document collections.

Samuel Kaski, Timo Honkela, Krista Lagus, Teuvo Kohonen

Neurocomputing, 1998

1996

Paginating the Generalized Newspaper - A Comparison of Simulated Annealing and a Heuristic Method.

Krista Lagus, Ilkka Karanta, Juha Ylä-Jääski

Proceedings of the Parallel Problem Solving from Nature, 1996

Self-Organizing Maps of Document Collections: A New Approach to Interactive Exploration.

Krista Lagus, Timo Honkela, Samuel Kaski, Teuvo Kohonen

Proceedings of the Second International Conference on Knowledge Discovery and Data Mining (KDD-96), 1996

Exploration of full-text databases with self-organizing maps.

Timo Honkela, Samuel Kaski, Krista Lagus, Teuvo Kohonen

Proceedings of International Conference on Neural Networks (ICNN'96), 1996

Very Large Two-Level SOM for the Browsing of Newsgroups.

Teuvo Kohonen, Samuel Kaski, Krista Lagus, Timo Honkela

Proceedings of the Artificial Neural Networks, 1996

Comparing Self-Organizing Maps.

Samuel Kaski, Krista Lagus

Proceedings of the Artificial Neural Networks, 1996