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Journal Articles
- 2018
[j10]Sami Virpioja
, Minna Lehtonen, Annika Hultén, Henna Kivikari, Riitta Salmelin, Krista Lagus:
Using Statistical Models of Morphology in the Search for Optimal Units of Representation in the Human Mental Lexicon. Cogn. Sci. 42(3): 939-973 (2018)- 2015
- [j9]Tommi Vatanen, Maria Osmala, Tapani Raiko, Krista Lagus, Marko Sysi-Aho, Matej Oresic, Timo Honkela, Harri Lähdesmäki:
Self-organization and missing values in SOM and GTM. Neurocomputing 147: 60-70 (2015) - 2012
- [j8]Sami Virpioja, Mari-Sanna Paukkeri, Abhishek Tripathi, Tiina Lindh-Knuutila, Krista Lagus:
Evaluating vector space models with canonical correlation analysis. Nat. Lang. Eng. 18(3): 399-436 (2012) - 2007
- [j7]Esa Alhoniemi, Antti Honkela, Krista Lagus, Santeri Jeremias Seppä, Paul Wagner, Harri Valpola:
Compact Modeling of Data Using Independent Variable Group Analysis. IEEE Trans. Neural Networks 18(6): 1762-1776 (2007) - [j6]Mathias Creutz, Krista Lagus:
Unsupervised models for morpheme segmentation and morphology learning. ACM Trans. Speech Lang. Process. 4(1): 3:1-3:34 (2007) - 2004
- [j5]Krista Lagus, Samuel Kaski, Teuvo Kohonen:
Mining massive document collections by the WEBSOM method. Inf. Sci. 163(1-3): 135-156 (2004) - 2002
- [j4]Krista Lagus:
Text Retrieval Using Self Organized Document Maps. Neural Process. Lett. 15(1): 21-29 (2002) - 2000
- [j3]Teuvo Kohonen, Samuel Kaski, Krista Lagus, Jarkko Salojärvi, Jukka Honkela, Vesa Paatero, Antti Saarela:
Self organization of a massive document collection. IEEE Trans. Neural Networks Learn. Syst. 11(3): 574-585 (2000) - 1999
- [j2]Krista Lagus, Timo Honkela, Samuel Kaski, Teuvo Kohonen:
Websom for Textual Data Mining. Artif. Intell. Rev. 13(5-6): 345-364 (1999) - 1998
- [j1]Samuel Kaski, Timo Honkela, Krista Lagus, Teuvo Kohonen:
WEBSOM - Self-organizing maps of document collections. Neurocomputing 21(1-3): 101-117 (1998)
Conference and Workshop Papers
- 2020
- [c35]Eetu Mäkelä, Krista Lagus, Leo Lahti, Tanja Säily, Mikko Tolonen, Mika Hämäläinen, Samuli Kaislaniemi, Terttu Nevalainen:
Wrangling with Non-Standard Data. DHN 2020: 81-96 - 2018
- [c34]Krista Lagus, Minna Ruckenstein, Atte Juvonen, Chang Rajani:
Medicine Radar - a Tool for Exploring Online Health Discussions. DHN 2018: 460-468 - 2014
- [c33]Krista Lagus:
Looking at our data-perspectives from mindfulness apps and quantified self as a daily practice. BIBM 2014: 40-43 - [c32]Timo Honkela, Jaakko Korhonen, Krista Lagus, Esa Saarinen:
Five-Dimensional Sentiment Analysis of Corpora, Documents and Words. WSOM 2014: 209-218 - 2013
- [c31]Krista Lagus, Juho Saari, Ilari T. Nieminen, Timo Honkela:
Exploration of Loneliness Questionnaires Using the Self-Organising Map. ICANN 2013: 405-411 - [c30]Jussa Klapuri, Ilari T. Nieminen, Tapani Raiko, Krista Lagus:
Variational Bayesian PCA versus k-NN on a Very Sparse Reddit Voting Dataset. IDA 2013: 249-260 - 2012
- [c29]Timo Honkela, Zaur Izzatdust, Krista Lagus:
Text Mining for Wellbeing: Selecting Stories Using Semantic and Pragmatic Features. ICANN (2) 2012: 467-474 - [c28]Eric Malmi, Juha Raitio, Oskar Kohonen, Krista Lagus, Timo Honkela:
Identifying Anomalous Social Contexts from Mobile Proximity Data Using Binomial Mixture Models. IDA 2012: 195-206 - [c27]Timo Honkela, Juha Raitio, Krista Lagus, Ilari T. Nieminen, Nina Honkela, Mika Pantzar:
Subjects on objects in contexts: Using GICA method to quantify epistemological subjectivity. IJCNN 2012: 1-9 - [c26]Tommi Vatanen, Ilari T. Nieminen, Timo Honkela, Tapani Raiko, Krista Lagus:
Controlling Self-Organization and Handling Missing Values in SOM and GTM. WSOM 2012: 55-64 - [c25]Krista Lagus, Tommi Vatanen, Oili Kettunen, Antti Heikkilä, Matti Heikkilä, Mika Pantzar, Timo Honkela:
Paths of Wellbeing on Self-Organizing Maps. WSOM 2012: 345-352 - 2011
- [c24]Sami Virpioja, Minna Lehtonen, Annika Hultén, Riitta Salmelin, Krista Lagus:
Predicting Reaction Times in Word Recognition by Unsupervised Learning of Morphology. ICANN (1) 2011: 275-282 - [c23]Sami Virpioja, Oskar Kohonen, Krista Lagus:
Evaluating the effect of word frequencies in a probabilistic generative model of morphology. NODALIDA 2011: 230-237 - 2010
- [c22]Timo Honkela, Tiina Lindh-Knuutila, Krista Lagus:
Measuring Adjective Spaces. ICANN (1) 2010: 351-355 - [c21]Ilkka Kivimäki, Krista Lagus, Ilari T. Nieminen, Jaakko J. Väyrynen, Timo Honkela:
Using Correlation Dimension for Analysing Text Data. ICANN (1) 2010: 368-373 - [c20]Oskar Kohonen, Sami Virpioja, Krista Lagus:
Semi-Supervised Learning of Concatenative Morphology. SIGMORPHON 2010: 78-86 - [c19]Mikko Kurimo, Sami Virpioja, Ville T. Turunen, Krista Lagus:
Morpho Challenge 2005-2010: Evaluations and Results. SIGMORPHON 2010: 87-95 - 2009
- [c18]Sami Virpioja, Oskar Kohonen, Krista Lagus:
Unsupervised Morpheme Analysis with Allomorfessor. CLEF (1) 2009: 609-616 - 2006
- [c17]Tiina Lindh-Knuutila, Timo Honkela, Krista Lagus:
Simulating Meaning Negotiation Using Observational Language Games. EELC 2006: 168-179 - [c16]Mikaela Klami, Krista Lagus:
Unsupervised Word Categorization Using Self-Organizing Maps and Automatically Extracted Morphs. IDEAL 2006: 912-919 - 2005
- [c15]Mathias Creutz, Krista Lagus, Sami Virpioja:
Unsupervised Morphology Induction Using Morfessor. FSMNLP 2005: 300-301 - 2004
- [c14]Mathias Creutz, Krista Lagus:
Induction of a Simple Morphology for Highly-Inflecting Languages. SIGMORPHON@ACL 2004 - 2002
- [c13]Mikko Kurimo, Krista Lagus:
An Efficiently Focusing Large Vocabulary Language Model. ICANN 2002: 1068-1073 - [c12]Krista Lagus, Mikko Kurimo:
Language model adaptation in speech recognition using document maps. NNSP 2002: 627-636 - [c11]Kristiina Jokinen, Antti Kerminen, Tommi Jauhiainen, Jukka Kuusisto, Graham Wilcock, Markku Turunen, Jaakko Hakulinen, Krista Lagus:
Adaptive Dialogue Systems - Interaction with Interact. SIGDIAL Workshop 2002: 64-73 - [c10]Krista Lagus, Jukka Kuusisto:
Topic Identification in Natural Language Dialogues Using Neural Networks. SIGDIAL Workshop 2002: 95-102 - [c9]Ella Bingham, Jukka Kuusisto, Krista Lagus:
ICA and SOM in text document analysis. SIGIR 2002: 361-362 - [c8]Mathias Creutz, Krista Lagus:
Unsupervised Discovery of Morphemes. SIGMORPHON 2002: 21-30 - 2001
- [c7]Krista Lagus, Esa Alhoniemi, Harri Valpola:
Independent Variable Group Analysis. ICANN 2001: 203-210 - [c6]Vesa Siivola, Mikko Kurimo, Krista Lagus:
Large vocabulary statistical language modeling for continuous speech recognition in finnish. INTERSPEECH 2001: 737-740 - 1996
- [c5]Teuvo Kohonen, Samuel Kaski, Krista Lagus, Timo Honkela:
Very Large Two-Level SOM for the Browsing of Newsgroups. ICANN 1996: 269-274 - [c4]Samuel Kaski, Krista Lagus:
Comparing Self-Organizing Maps. ICANN 1996: 809-814 - [c3]Timo Honkela, Samuel Kaski, Krista Lagus, Teuvo Kohonen:
Exploration of full-text databases with self-organizing maps. ICNN 1996: 56-61 - [c2]Krista Lagus, Timo Honkela, Samuel Kaski, Teuvo Kohonen:
Self-Organizing Maps of Document Collections: A New Approach to Interactive Exploration. KDD 1996: 238-243 - [c1]Krista Lagus, Ilkka Karanta, Juha Ylä-Jääski:
Paginating the Generalized Newspaper - A Comparison of Simulated Annealing and a Heuristic Method. PPSN 1996: 594-603
Informal and Other Publications
- 2002
- [i1]Mathias Creutz, Krista Lagus:
Unsupervised Discovery of Morphemes. CoRR cs.CL/0205057 (2002)
Coauthor Index
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