Timo Honkela

According to our database, Timo Honkela authored at least 69 papers between 1988 and 2018.

Collaborative distances:

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

2018

Creating a Dataset for Multilingual Fine-grained Emotion-detection Using Gamification-based Annotation.

Emily Öhman, Kaisla Kajava, Jörg Tiedemann, Timo Honkela

Proceedings of the 9th Workshop on Computational Approaches to Subjectivity, 2018

2016

The Challenges of Multi-dimensional Sentiment Analysis Across Languages.

Emily Öhman, Timo Honkela, Jörg Tiedemann

Proceedings of the Workshop on Computational Modeling of People's Opinions, 2016

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

A Gaussian Process Reinforcement Learning Algorithm with Adaptability and Minimal Tuning Requirements.

Jonathan Strahl, Timo Honkela, Paul Wagner

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2014, 2014

Quantifying the Effect of Meaning Variation in Survey Analysis.

Henri Sintonen, Juha Raitio, Timo Honkela

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2014, 2014

2013

Assessing user-specific difficulty of documents.

Mari-Sanna Paukkeri, Marja Ollikainen, Timo Honkela

Inf. Process. Manag., 2013

Impact of Varying Vocabularies on Controlling Motion of a Virtual Actor.

Klaus Förger, Timo Honkela, Tapio Takala

Proceedings of the Intelligent Virtual Agents - 13th International Conference, 2013

Affective Abstract Image Classification and Retrieval Using Multiple Kernel Learning.

He Zhang, Zhirong Yang, Mehmet Gönen, Markus Koskela, Jorma Laaksonen, Timo Honkela, Erkki Oja

Proceedings of the Neural Information Processing - 20th International Conference, 2013

Exploratory Text Analysis: Data-Driven versus Human Semantic Similarity Judgments.

Tiina Lindh-Knuutila, Timo Honkela

Proceedings of the Adaptive and Natural Computing Algorithms, 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

Interactive Two-Level WEBSOM for Organizational Exploration.

Timo Honkela, Michael Knapek

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

Modeling Action Verb Semantics Using Motion Tracking.

Timo Honkela, Klaus Förger

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

2012

Learning a taxonomy from a set of text documents.

Mari-Sanna Paukkeri, Alberto Pérez García-Plaza, Víctor Fresno, Raquel Martínez-Unanue, Timo Honkela

Appl. Soft Comput., 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

Semantic analysis in word vector spaces with ICA and feature selection.

Tiina Lindh-Knuutila, Jaakko J. Väyrynen, Timo Honkela

Proceedings of the 11th Conference on Natural Language Processing, 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

Hybrid Bilinear and Trilinear Models for Exploratory Analysis of Three-Way Poisson Counts.

Juha Raitio, Tapani Raiko, Timo Honkela

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

Self-Organizing Maps of Nutrition, Lifestyle and Health Situation in the World.

Yasir Mehmood, Mudassar Abbas, Xi Chen, Timo Honkela

Proceedings of the Advances in Self-Organizing Maps - 8th International Workshop, 2011

Media Map: A Multilingual Document Map with a Design Interface.

Timo Honkela, Jorma Laaksonen, Hannele Törrö, Juhani Tenhunen

Proceedings of the Advances in Self-Organizing Maps - 8th International Workshop, 2011

Analyzing Emotional Semantics of Abstract Art Using Low-Level Image Features.

He Zhang, Eimontas Augilius, Timo Honkela, Jorma Laaksonen, Hannes Gamper, Henok Alene

Proceedings of the Advances in Intelligent Data Analysis X - 10th International Symposium, 2011

Effect of Dimensionality Reduction on Different Distance Measures in Document Clustering.

Mari-Sanna Paukkeri, Ilkka Kivimäki, Santosh Tirunagari, Erkki Oja, Timo Honkela

Proceedings of the Neural Information Processing - 18th International Conference, 2011

2010

WordICA - emergence of linguistic representations for words by independent component analysis.

Timo Honkela, Aapo Hyvärinen, Jaakko J. Väyrynen

Nat. Lang. Eng., 2010

Negative Selection of Written Language Using Character Multiset Statistics.

Matti Pöllä, Timo Honkela

J. Comput. Sci. Technol., 2010

European Symposium on Times Series Prediction.

Amaury Lendasse, Timo Honkela, Olli Simula

Neurocomputing, 2010

Likey: Unsupervised Language-Independent Keyphrase Extraction.

Mari-Sanna Paukkeri, Timo Honkela

Proceedings of the 5th International Workshop on Semantic Evaluation, 2010

Learning taxonomic relations from a set of text documents.

Mari-Sanna Paukkeri, Alberto Pérez García-Plaza, Sini Pessala, Timo Honkela

Proceedings of the International Multiconference on Computer Science and Information Technology, 2010

Elementary Logical Reasoning in the SOM Output Space.

Jorge Ramón Letosa, Timo Honkela

Proceedings of the Artificial Neural Networks, 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

Text Mining and Qualitative Analysis of an IT History Interview Collection.

Petri Paju, Eric Malmi, Timo Honkela

Proceedings of the History of Nordic Computing 3 - Third IFIP WG 9.7 Conference, 2010

2009

Analysis of Parliamentary Election Results and Socio-Economic Situation Using Self-Organizing Map.

Pyry Niemelä, Timo Honkela

Proceedings of the Advances in Self-Organizing Maps, 7th International Workshop, 2009

On the Quantization Error in SOM vs. VQ: A Critical and Systematic Study.

Teuvo Kohonen, Ilari T. Nieminen, Timo Honkela

Proceedings of the Advances in Self-Organizing Maps, 7th International Workshop, 2009

Concept Mining with Self-Organizing Maps for the Semantic Web.

Timo Honkela, Matti Pöllä

Proceedings of the Advances in Self-Organizing Maps, 7th International Workshop, 2009

Adaptive Ensemble Models of Extreme Learning Machines for Time Series Prediction.

Mark van Heeswijk, Yoan Miche, Tiina Lindh-Knuutila, Peter A. J. Hilbers, Timo Honkela, Erkki Oja, Amaury Lendasse

Proceedings of the Artificial Neural Networks, 2009

Conceptual Autonomy of Agents.

Timo Honkela

Proceedings of the ICAART 2009 - Proceedings of the International Conference on Agents and Artificial Intelligence, Porto, Portugal, January 19, 2009

Knowledge Practices, Epistemic Technologies, and Pragmatic Web.

Kai Hakkarainen, Ritva Engeström, Sami Paavola, Pasi Pohjola, Timo Honkela

Proceedings of the 5th International Conference on Semantic Systems, 2009

2008

Complexity of European Union Languages: A comparative approach.

Markus Sadeniemi, Kimmo Kettunen, Tiina Lindh-Knuutila, Timo Honkela

J. Quant. Linguistics, 2008

Inferring semantics from textual information in multimedia retrieval.

Mats Sjöberg, Jorma Laaksonen, Timo Honkela, Matti Pöllä

Neurocomputing, 2008

Speech to speech machine translation: Biblical chatter from Finnish to English.

David Ellis, Mathias Creutz, Timo Honkela, Mikko Kurimo

Proceedings of the Third International Joint Conference on Natural Language Processing, 2008

Adaptive Translation: Finding Interlingual Mappings Using Self-Organizing Maps.

Timo Honkela, Sami Virpioja, Jaakko J. Väyrynen

Proceedings of the Artificial Neural Networks, 2008

A Language-Independent Approach to Keyphrase Extraction and Evaluation.

Mari-Sanna Paukkeri, Ilari T. Nieminen, Matti Pöllä, Timo Honkela

Proceedings of the COLING 2008, 2008

2007

Biologically Inspired Clustering: Comparing the Neural and Immune Paradigms.

Matti Pöllä, Timo Honkela, Xiao Zhi Gao

Proceedings of the Nature Inspired Cooperative Strategies for Optimization (NICSO 2007), 2007

Kohonen network.

Teuvo Kohonen, Timo Honkela

Scholarpedia, 2007

Sparse Distributed Representations for Words with Thresholded Independent Component Analysis.

Jaakko J. Väyrynen, Lasse Lindqvist, Timo Honkela

Proceedings of the International Joint Conference on Neural Networks, 2007

Probabilistic Text Change Detection Using an Immune Model.

Matti Pöllä, Timo Honkela

Proceedings of the International Joint Conference on Neural Networks, 2007

Self-Organizing Maps as Traveling Computational Templates.

Tarja Knuuttila, Anna-Mari Rusanen, Timo Honkela

Proceedings of the International Joint Conference on Neural Networks, 2007

Philosophical Aspects of Neural, Probabilistic and Fuzzy Modeling of Language Use and Translation.

Timo Honkela

Proceedings of the International Joint Conference on Neural Networks, 2007

2006

Analysis of Semantic Information Available in an Image Collection Augmented with Auxiliary Data.

Mats Sjöberg, Ville Viitaniemi, Jorma Laaksonen, Timo Honkela

Proceedings of the Artificial Intelligence Applications and Innovations, 2006

Retrieval of Multimedia Objects by Combining Semantic Information from Visual and Textual Descriptors.

Mats Sjöberg, Jorma Laaksonen, Matti Pöllä, Timo Honkela

Proceedings of the Artificial Neural Networks, 2006

Analysis of EU Languages Through Text Compression.

Kimmo Kettunen, Markus Sadeniemi, Tiina Lindh-Knuutila, Timo Honkela

Proceedings of the Advances in Natural Language Processing, 2006

Simulating Meaning Negotiation Using Observational Language Games.

Tiina Lindh-Knuutila, Timo Honkela, Krista Lagus

Proceedings of the Symbol Grounding and Beyond, 2006

1999

Websom for Textual Data Mining.

Krista Lagus, Timo Honkela, Samuel Kaski, Teuvo Kohonen

Artif. Intell. Rev., 1999

Emotional Disorders in Autonomous Agents?

Aapo Hyvärinen, Timo Honkela

Proceedings of the Advances in Artificial Life, 5th European Conference, 1999

Connectionist Analysis and Creation of Context for Natural Language Understanding and Knowledge Management.

Timo Honkela

Proceedings of the Modeling and Using Context, 1999

1998

WEBSOM - Self-organizing maps of document collections.

Samuel Kaski, Timo Honkela, Krista Lagus, Teuvo Kohonen

Neurocomputing, 1998

Self-Organizing Maps in Symbol Processing.

Timo Honkela

Proceedings of the Hybrid Neural Systems, 1998

Kohonen's Self-Organizing Maps for Intelligent Systems Development.

Timo Honkela

Proceedings of the 5th International Conference of Foundations of Data Organization (FODO'98), 1998

Combination of Neural and Evolutionary Methods for Data Organization.

Catherine Bounsaythip, Timo Honkela

Proceedings of the 5th International Conference of Foundations of Data Organization (FODO'98), 1998

1997

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.

Timo Honkela

Nat. Lang. Eng., 1997

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

1988

AWARE - DAG-transformations for Semantic Analysis.

Aarno Lehtola, Timo Honkela

Proceedings of the 6th Nordic Conference of Computational Linguistics, 1988

Predication Graphs as Canonical Representation of Query Sentences.

Timo Honkela, Aarno Lehtola, K. Valkonen

Proceedings of the 6th Nordic Conference of Computational Linguistics, 1988

Task Oriented Knowledge Representation Languages for NLP-Systems.

Aarno Lehtola, Timo Honkela, Heikki Hyötyniemi, Harri Jäppinen

Proceedings of the Methodologies for Intelligent Systems, 1988