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Timo Honkela
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2010 – 2019
- 2018
- [c56]Emily Öhman
, Kaisla Kajava
Creating a Dataset for Multilingual Fine-grained Emotion-detection Using Gamification-based Annotation. WASSA@EMNLP 2018: 24-30 - 2016
- [c55]Emily Öhman, Timo Honkela, Jörg Tiedemann:
The Challenges of Multi-dimensional Sentiment Analysis Across Languages. PEOPLES@COLING 2016: 138-142 - 2015
- [j12]Tommi Vatanen
Self-organization and missing values in SOM and GTM. Neurocomputing 147: 60-70 (2015) - 2014
- [c54]Jonathan Strahl, Timo Honkela
A Gaussian Process Reinforcement Learning Algorithm with Adaptability and Minimal Tuning Requirements. ICANN 2014: 371-378 - [c53]Henri Sintonen, Juha Raitio, Timo Honkela
Quantifying the Effect of Meaning Variation in Survey Analysis. ICANN 2014: 757-764 - [c52]Timo Honkela
Five-Dimensional Sentiment Analysis of Corpora, Documents and Words. WSOM 2014: 209-218 - [e4]Stefan Wermter, Cornelius Weber, Wlodzislaw Duch, Timo Honkela, Petia D. Koprinkova-Hristova
Artificial Neural Networks and Machine Learning - ICANN 2014 - 24th International Conference on Artificial Neural Networks, Hamburg, Germany, September 15-19, 2014. Proceedings. Lecture Notes in Computer Science 8681, Springer 2014, ISBN 978-3-319-11178-0 [contents] - 2013
- [j11]Mari-Sanna Paukkeri, Marja Ollikainen, Timo Honkela:
Assessing user-specific difficulty of documents. Inf. Process. Manag. 49(1): 198-212 (2013) - [c51]Timo Honkela, Klaus Förger:
Modeling Action Verb Semantics Using Motion Tracking. ICANN 2013: 312-318 - [c50]Krista Lagus, Juho Saari, Ilari T. Nieminen, Timo Honkela:
Exploration of Loneliness Questionnaires Using the Self-Organising Map. ICANN 2013: 405-411 - [c49]Timo Honkela, Michael Knapek:
Interactive Two-Level WEBSOM for Organizational Exploration. ICANN 2013: 579-585 - [c48]Tiina Lindh-Knuutila, Timo Honkela:
Exploratory Text Analysis: Data-Driven versus Human Semantic Similarity Judgments. ICANNGA 2013: 428-437 - [c47]He Zhang, Zhirong Yang
Affective Abstract Image Classification and Retrieval Using Multiple Kernel Learning. ICONIP (3) 2013: 166-175 - [c46]Klaus Förger
Impact of Varying Vocabularies on Controlling Motion of a Virtual Actor. IVA 2013: 239-248 - 2012
- [j10]Mari-Sanna Paukkeri, Alberto Pérez García-Plaza
Learning a taxonomy from a set of text documents. Appl. Soft Comput. 12(3): 1138-1148 (2012) - [c45]Timo Honkela, Zaur Izzatdust, Krista Lagus:
Text Mining for Wellbeing: Selecting Stories Using Semantic and Pragmatic Features. ICANN (2) 2012: 467-474 - [c44]Juha Raitio, Tapani Raiko, Timo Honkela:
Hybrid Bilinear and Trilinear Models for Exploratory Analysis of Three-Way Poisson Counts. ICANN (2) 2012: 475-482 - [c43]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 - [c42]Timo Honkela
Subjects on objects in contexts: Using GICA method to quantify epistemological subjectivity. IJCNN 2012: 1-9 - [c41]Tiina Lindh-Knuutila, Jaakko J. Väyrynen, Timo Honkela:
Semantic analysis in word vector spaces with ICA and feature selection. KONVENS 2012: 98-107 - [c40]Tommi Vatanen
Controlling Self-Organization and Handling Missing Values in SOM and GTM. WSOM 2012: 55-64 - [c39]Krista Lagus, Tommi Vatanen
Paths of Wellbeing on Self-Organizing Maps. WSOM 2012: 345-352 - 2011
- [c38]Mari-Sanna Paukkeri, Ilkka Kivimäki, Santosh Tirunagari
Effect of Dimensionality Reduction on Different Distance Measures in Document Clustering. ICONIP (3) 2011: 167-176 - [c37]He Zhang, Eimontas Augilius, Timo Honkela, Jorma Laaksonen
Analyzing Emotional Semantics of Abstract Art Using Low-Level Image Features. IDA 2011: 413-423 - [c36]Yasir Mehmood, Mudassar Abbas, Xi Chen, Timo Honkela:
Self-Organizing Maps of Nutrition, Lifestyle and Health Situation in the World. WSOM 2011: 160-167 - [c35]Timo Honkela, Jorma Laaksonen
Media Map: A Multilingual Document Map with a Design Interface. WSOM 2011: 247-256 - [e3]Timo Honkela, Wlodzislaw Duch, Mark A. Girolami, Samuel Kaski:
Artificial Neural Networks and Machine Learning - ICANN 2011 - 21st International Conference on Artificial Neural Networks, Espoo, Finland, June 14-17, 2011, Proceedings, Part I. Lecture Notes in Computer Science 6791, Springer 2011, ISBN 978-3-642-21734-0 [contents] - [e2]Timo Honkela, Wlodzislaw Duch, Mark A. Girolami, Samuel Kaski:
Artificial Neural Networks and Machine Learning - ICANN 2011 - 21st International Conference on Artificial Neural Networks, Espoo, Finland, June 14-17, 2011, Proceedings, Part II. Lecture Notes in Computer Science 6792, Springer 2011, ISBN 978-3-642-21737-1 [contents] - [e1]Jorma Laaksonen, Timo Honkela:
Advances in Self-Organizing Maps - 8th International Workshop, WSOM 2011, Espoo, Finland, June 13-15, 2011. Proceedings. Lecture Notes in Computer Science 6731, Springer 2011, ISBN 978-3-642-21565-0 [contents] - 2010
- [j9]Amaury Lendasse
European Symposium on Times Series Prediction. Neurocomputing 73(10-12): 1919-1922 (2010) - [j8]Matti Pöllä, Timo Honkela:
Negative Selection of Written Language Using Character Multiset Statistics. J. Comput. Sci. Technol. 25(6): 1256-1266 (2010) - [j7]Timo Honkela, Aapo Hyvärinen
WordICA - emergence of linguistic representations for words by independent component analysis. Nat. Lang. Eng. 16(3): 277-308 (2010) - [c34]Petri Paju, Eric Malmi, Timo Honkela:
Text Mining and Qualitative Analysis of an IT History Interview Collection. History of Nordic Computing 2010: 433-443 - [c33]Timo Honkela
Measuring Adjective Spaces. ICANN (1) 2010: 351-355 - [c32]Ilkka Kivimäki, Krista Lagus, Ilari T. Nieminen, Jaakko J. Väyrynen, Timo Honkela
Using Correlation Dimension for Analysing Text Data. ICANN (1) 2010: 368-373 - [c31]Jorge Ramón Letosa, Timo Honkela:
Elementary Logical Reasoning in the SOM Output Space. ICANN (2) 2010: 432-437 - [c30]Mari-Sanna Paukkeri, Alberto Pérez García-Plaza
Learning taxonomic relations from a set of text documents. IMCSIT 2010: 105-112 - [c29]Mari-Sanna Paukkeri, Timo Honkela:
Likey: Unsupervised Language-Independent Keyphrase Extraction. SemEval@ACL 2010: 162-165
2000 – 2009
- 2009
- [c28]Kai Hakkarainen, Ritva Engeström, Sami Paavola, Pasi Pohjola, Timo Honkela:
Knowledge Practices, Epistemic Technologies, and Pragmatic Web. I-SEMANTICS 2009: 683-694 - [c27]Timo Honkela:
Conceptual Autonomy of Agents. ICAART 2009: 9-9 - [c26]Mark van Heeswijk, Yoan Miche
Adaptive Ensemble Models of Extreme Learning Machines for Time Series Prediction. ICANN (2) 2009: 305-314 - [c25]Timo Honkela, Matti Pöllä:
Concept Mining with Self-Organizing Maps for the Semantic Web. WSOM 2009: 98-106 - [c24]Teuvo Kohonen, Ilari T. Nieminen, Timo Honkela:
On the Quantization Error in SOM vs. VQ: A Critical and Systematic Study. WSOM 2009: 133-144 - [c23]Pyry Niemelä, Timo Honkela:
Analysis of Parliamentary Election Results and Socio-Economic Situation Using Self-Organizing Map. WSOM 2009: 209-218 - 2008
- [j6]Mats Sjöberg
Inferring semantics from textual information in multimedia retrieval. Neurocomputing 71(13-15): 2576-2586 (2008) - [j5]Markus Sadeniemi, Kimmo Kettunen, Tiina Lindh-Knuutila, Timo Honkela:
Complexity of European Union Languages: A comparative approach. J. Quant. Linguistics 15(2): 185-211 (2008) - [c22]Mari-Sanna Paukkeri, Ilari T. Nieminen, Matti Pöllä, Timo Honkela:
A Language-Independent Approach to Keyphrase Extraction and Evaluation. COLING (Posters) 2008: 83-86 - [c21]Timo Honkela, Sami Virpioja, Jaakko J. Väyrynen:
Adaptive Translation: Finding Interlingual Mappings Using Self-Organizing Maps. ICANN (1) 2008: 603-612 - [c20]David Ellis, Mathias Creutz, Timo Honkela, Mikko Kurimo:
Speech to speech machine translation: Biblical chatter from Finnish to English. IJCNLP 2008: 123-129 - 2007
- [j4]Teuvo Kohonen, Timo Honkela:
Kohonen network. Scholarpedia 2(1): 1568 (2007) - [c19]Jaakko J. Väyrynen, Lasse Lindqvist, Timo Honkela:
Sparse Distributed Representations for Words with Thresholded Independent Component Analysis. IJCNN 2007: 1031-1036 - [c18]Matti Pöllä, Timo Honkela:
Probabilistic Text Change Detection Using an Immune Model. IJCNN 2007: 1109-1114 - [c17]Tarja Knuuttila
Self-Organizing Maps as Traveling Computational Templates. IJCNN 2007: 1231-1236 - [c16]Timo Honkela:
Philosophical Aspects of Neural, Probabilistic and Fuzzy Modeling of Language Use and Translation. IJCNN 2007: 2881-2886 - [p1]Matti Pöllä, Timo Honkela, Xiao Zhi Gao:
Biologically Inspired Clustering: Comparing the Neural and Immune Paradigms. NICSO 2007: 179-188 - 2006
- [c15]Tiina Lindh-Knuutila, Timo Honkela, Krista Lagus:
Simulating Meaning Negotiation Using Observational Language Games. EELC 2006: 168-179 - [c14]Kimmo Kettunen, Markus Sadeniemi, Tiina Lindh-Knuutila, Timo Honkela:
Analysis of EU Languages Through Text Compression. FinTAL 2006: 99-109 - [c13]Mats Sjöberg
Retrieval of Multimedia Objects by Combining Semantic Information from Visual and Textual Descriptors. ICANN (2) 2006: 75-83 - [c12]Mats Sjöberg, Ville Viitaniemi, Jorma Laaksonen, Timo Honkela:
Analysis of Semantic Information Available in an Image Collection Augmented with Auxiliary Data. AIAI 2006: 600-608
1990 – 1999
- 1999
- [j3]Krista Lagus, Timo Honkela, Samuel Kaski, Teuvo Kohonen:
Websom for Textual Data Mining. Artif. Intell. Rev. 13(5-6): 345-364 (1999) - [c11]Timo Honkela:
Connectionist Analysis and Creation of Context for Natural Language Understanding and Knowledge Management. CONTEXT 1999: 479-482 - [c10]Aapo Hyvärinen, Timo Honkela:
Emotional Disorders in Autonomous Agents? ECAL 1999: 350-354 - 1998
- [j2]Samuel Kaski, Timo Honkela, Krista Lagus, Teuvo Kohonen:
WEBSOM - Self-organizing maps of document collections. Neurocomputing 21(1-3): 101-117 (1998) - [c9]Timo Honkela:
Kohonen's Self-Organizing Maps for Intelligent Systems Development. FODO 1998: 13-19 - [c8]Catherine Bounsaythip, Timo Honkela:
Combination of Neural and Evolutionary Methods for Data Organization. FODO 1998: 20-25 - [c7]Timo Honkela:
Self-Organizing Maps in Symbol Processing. Hybrid Neural Systems 1998: 348-362 - 1997
- [j1]Timo Honkela:
Lawrence A. Bookman, Trajectories Through Knowledge Space: A Dynamic Framework for Machine Comprehension. Boston, Dordrecht, London: Kluwer, 1994. ISBN 0-7923-9487-9, £62.95/$89.85 271 pp. Nat. Lang. Eng. 3(1): 89-95 (1997) - 1996
- [c6]Teuvo Kohonen, Samuel Kaski, Krista Lagus, Timo Honkela:
Very Large Two-Level SOM for the Browsing of Newsgroups. ICANN 1996: 269-274 - [c5]Timo Honkela, Samuel Kaski, Krista Lagus, Teuvo Kohonen:
Exploration of full-text databases with self-organizing maps. ICNN 1996: 56-61 - [c4]Krista Lagus, Timo Honkela, Samuel Kaski, Teuvo Kohonen:
Self-Organizing Maps of Document Collections: A New Approach to Interactive Exploration. KDD 1996: 238-243
1980 – 1989
- 1988
- [c3]Aarno Lehtola, Timo Honkela, Heikki Hyötyniemi, Harri Jäppinen:
Task Oriented Knowledge Representation Languages for NLP-Systems. ISMIS 1988: 250-259 - [c2]Aarno Lehtola, Timo Honkela:
AWARE - DAG-transformations for Semantic Analysis. NODALIDA 1988: 58-68 - [c1]Timo Honkela, Aarno Lehtola, K. Valkonen:
Predication Graphs as Canonical Representation of Query Sentences. NODALIDA 1988: 69-77
Coauthor Index
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