Timo Honkela

Publication Activity (10 Years)

Years Active: 1988-2018
Publications (10 Years): 2

Top Topics

Multiple Kernel Learning

Sentiment Analysis

Image Classification And Retrieval

Top Venues

Publications

Emily Öhman, Kaisla Kajava, Jörg Tiedemann, Timo Honkela
Creating a Dataset for Multilingual Fine-grained Emotion-detection Using Gamification-based Annotation. WASSA@EMNLP (2018)
Emily Öhman, Timo Honkela, Jörg Tiedemann
The Challenges of Multi-dimensional Sentiment Analysis Across Languages. PEOPLES@COLING (2016)
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 (2015)
Jonathan Strahl, Timo Honkela, Paul Wagner
A Gaussian Process Reinforcement Learning Algorithm with Adaptability and Minimal Tuning Requirements. ICANN (2014)
Timo Honkela, Jaakko Korhonen, Krista Lagus, Esa Saarinen
Five-Dimensional Sentiment Analysis of Corpora, Documents and Words. WSOM (2014)
Henri Sintonen, Juha Raitio, Timo Honkela
Quantifying the Effect of Meaning Variation in Survey Analysis. ICANN (2014)
Tiina Lindh-Knuutila, Timo Honkela
Exploratory Text Analysis: Data-Driven versus Human Semantic Similarity Judgments. ICANNGA (2013)
Mari-Sanna Paukkeri, Marja Ollikainen, Timo Honkela
Assessing user-specific difficulty of documents. Inf. Process. Manag. 49 (1) (2013)
He Zhang, Zhirong Yang, Mehmet Gönen, Markus Koskela, Jorma Laaksonen, Timo Honkela, Erkki Oja
Affective Abstract Image Classification and Retrieval Using Multiple Kernel Learning. ICONIP (3) (2013)
Timo Honkela, Klaus Förger
Modeling Action Verb Semantics Using Motion Tracking. ICANN (2013)
Klaus Förger, Timo Honkela, Tapio Takala
Impact of Varying Vocabularies on Controlling Motion of a Virtual Actor. IVA (2013)
Timo Honkela, Michael Knapek
Interactive Two-Level WEBSOM for Organizational Exploration. ICANN (2013)
Krista Lagus, Juho Saari, Ilari T. Nieminen, Timo Honkela
Exploration of Loneliness Questionnaires Using the Self-Organising Map. ICANN (2013)
Tommi Vatanen, Ilari T. Nieminen, Timo Honkela, Tapani Raiko, Krista Lagus
Controlling Self-Organization and Handling Missing Values in SOM and GTM. WSOM (2012)
Juha Raitio, Tapani Raiko, Timo Honkela
Hybrid Bilinear and Trilinear Models for Exploratory Analysis of Three-Way Poisson Counts. ICANN (2) (2012)
Eric Malmi, Juha Raitio, Oskar Kohonen, Krista Lagus, Timo Honkela
Identifying Anomalous Social Contexts from Mobile Proximity Data Using Binomial Mixture Models. IDA (2012)
Tiina Lindh-Knuutila, Jaakko J. Väyrynen, Timo Honkela
Semantic analysis in word vector spaces with ICA and feature selection. KONVENS (2012)
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)
Timo Honkela, Zaur Izzatdust, Krista Lagus
Text Mining for Wellbeing: Selecting Stories Using Semantic and Pragmatic Features. ICANN (2) (2012)
Krista Lagus, Tommi Vatanen, Oili Kettunen, Antti Heikkilä, Matti Heikkilä, Mika Pantzar, Timo Honkela
Paths of Wellbeing on Self-Organizing Maps. WSOM (2012)
Mari-Sanna Paukkeri, Alberto Pérez García-Plaza, Víctor Fresno, Raquel Martínez-Unanue, Timo Honkela
Learning a taxonomy from a set of text documents. Appl. Soft Comput. 12 (3) (2012)
He Zhang, Eimontas Augilius, Timo Honkela, Jorma Laaksonen, Hannes Gamper, Henok Alene
Analyzing Emotional Semantics of Abstract Art Using Low-Level Image Features. IDA (2011)
Yasir Mehmood, Mudassar Abbas, Xi Chen, Timo Honkela
Self-Organizing Maps of Nutrition, Lifestyle and Health Situation in the World. WSOM (2011)
Mari-Sanna Paukkeri, Ilkka Kivimäki, Santosh Tirunagari, Erkki Oja, Timo Honkela
Effect of Dimensionality Reduction on Different Distance Measures in Document Clustering. ICONIP (3) (2011)
Timo Honkela, Jorma Laaksonen, Hannele Törrö, Juhani Tenhunen
Media Map: A Multilingual Document Map with a Design Interface. WSOM (2011)
Jorge Ramón Letosa, Timo Honkela
Elementary Logical Reasoning in the SOM Output Space. ICANN (2) (2010)
Amaury Lendasse, Timo Honkela, Olli Simula
European Symposium on Times Series Prediction. Neurocomputing 73 (10-12) (2010)
Ilkka Kivimäki, Krista Lagus, Ilari T. Nieminen, Jaakko J. Väyrynen, Timo Honkela
Using Correlation Dimension for Analysing Text Data. ICANN (1) (2010)
Mari-Sanna Paukkeri, Timo Honkela
Likey: Unsupervised Language-Independent Keyphrase Extraction. SemEval@ACL (2010)
Matti Pöllä, Timo Honkela
Negative Selection of Written Language Using Character Multiset Statistics. J. Comput. Sci. Technol. 25 (6) (2010)
Mari-Sanna Paukkeri, Alberto Pérez García-Plaza, Sini Pessala, Timo Honkela
Learning taxonomic relations from a set of text documents. IMCSIT (2010)
Timo Honkela, Tiina Lindh-Knuutila, Krista Lagus
Measuring Adjective Spaces. ICANN (1) (2010)
Timo Honkela, Aapo Hyvärinen, Jaakko J. Väyrynen
WordICA - emergence of linguistic representations for words by independent component analysis. Nat. Lang. Eng. 16 (3) (2010)
Petri Paju, Eric Malmi, Timo Honkela
Text Mining and Qualitative Analysis of an IT History Interview Collection. History of Nordic Computing (2010)
Teuvo Kohonen, Ilari T. Nieminen, Timo Honkela
On the Quantization Error in SOM vs. VQ: A Critical and Systematic Study. WSOM (2009)
Pyry Niemelä, Timo Honkela
Analysis of Parliamentary Election Results and Socio-Economic Situation Using Self-Organizing Map. WSOM (2009)
Kai Hakkarainen, Ritva Engeström, Sami Paavola, Pasi Pohjola, Timo Honkela
Knowledge Practices, Epistemic Technologies, and Pragmatic Web. I-SEMANTICS (2009)
Timo Honkela, Matti Pöllä
Concept Mining with Self-Organizing Maps for the Semantic Web. WSOM (2009)
Mark van Heeswijk, Yoan Miche, Tiina Lindh-Knuutila, Peter A. J. Hilbers, Timo Honkela, Erkki Oja, Amaury Lendasse
Adaptive Ensemble Models of Extreme Learning Machines for Time Series Prediction. ICANN (2) (2009)
Timo Honkela
Conceptual Autonomy of Agents. ICAART (2009)
David Ellis, Mathias Creutz, Timo Honkela, Mikko Kurimo
Speech to speech machine translation: Biblical chatter from Finnish to English. IJCNLP (2008)
Mats Sjöberg, Jorma Laaksonen, Timo Honkela, Matti Pöllä
Inferring semantics from textual information in multimedia retrieval. Neurocomputing 71 (13-15) (2008)
Mari-Sanna Paukkeri, Ilari T. Nieminen, Matti Pöllä, Timo Honkela
A Language-Independent Approach to Keyphrase Extraction and Evaluation. COLING (Posters) (2008)
Markus Sadeniemi, Kimmo Kettunen, Tiina Lindh-Knuutila, Timo Honkela
Complexity of European Union Languages: A comparative approach. J. Quant. Linguistics 15 (2) (2008)
Timo Honkela, Sami Virpioja, Jaakko J. Väyrynen
Adaptive Translation: Finding Interlingual Mappings Using Self-Organizing Maps. ICANN (1) (2008)
Timo Honkela
Philosophical Aspects of Neural, Probabilistic and Fuzzy Modeling of Language Use and Translation. IJCNN (2007)
Jaakko J. Väyrynen, Lasse Lindqvist, Timo Honkela
Sparse Distributed Representations for Words with Thresholded Independent Component Analysis. IJCNN (2007)
Tarja Knuuttila, Anna-Mari Rusanen, Timo Honkela
Self-Organizing Maps as Traveling Computational Templates. IJCNN (2007)
Matti Pöllä, Timo Honkela
Probabilistic Text Change Detection Using an Immune Model. IJCNN (2007)
Teuvo Kohonen, Timo Honkela
Kohonen network. Scholarpedia 2 (1) (2007)
Mats Sjöberg, Jorma Laaksonen, Matti Pöllä, Timo Honkela
Retrieval of Multimedia Objects by Combining Semantic Information from Visual and Textual Descriptors. ICANN (2) (2006)
Kimmo Kettunen, Markus Sadeniemi, Tiina Lindh-Knuutila, Timo Honkela
Analysis of EU Languages Through Text Compression. FinTAL (2006)
Tiina Lindh-Knuutila, Timo Honkela, Krista Lagus
Simulating Meaning Negotiation Using Observational Language Games. EELC (2006)
Mats Sjöberg, Ville Viitaniemi, Jorma Laaksonen, Timo Honkela
Analysis of Semantic Information Available in an Image Collection Augmented with Auxiliary Data. AIAI (2006)
Krista Lagus, Timo Honkela, Samuel Kaski, Teuvo Kohonen
Websom for Textual Data Mining. Artif. Intell. Rev. 13 (5-6) (1999)
Timo Honkela
Connectionist Analysis and Creation of Context for Natural Language Understanding and Knowledge Management. CONTEXT (1999)
Aapo Hyvärinen, Timo Honkela
Emotional Disorders in Autonomous Agents? ECAL (1999)
Samuel Kaski, Timo Honkela, Krista Lagus, Teuvo Kohonen
WEBSOM - Self-organizing maps of document collections. Neurocomputing 21 (1-3) (1998)
Catherine Bounsaythip, Timo Honkela
Combination of Neural and Evolutionary Methods for Data Organization. FODO (1998)
Timo Honkela
Self-Organizing Maps in Symbol Processing. Hybrid Neural Systems (1998)
Timo Honkela
Kohonen's Self-Organizing Maps for Intelligent Systems Development. FODO (1998)
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) (1997)
Teuvo Kohonen, Samuel Kaski, Krista Lagus, Timo Honkela
Very Large Two-Level SOM for the Browsing of Newsgroups. ICANN (1996)
Timo Honkela, Samuel Kaski, Krista Lagus, Teuvo Kohonen
Exploration of full-text databases with self-organizing maps. ICNN (1996)
Krista Lagus, Timo Honkela, Samuel Kaski, Teuvo Kohonen
Self-Organizing Maps of Document Collections: A New Approach to Interactive Exploration. KDD (1996)
Timo Honkela, Aarno Lehtola, K. Valkonen
Predication Graphs as Canonical Representation of Query Sentences. NODALIDA (1988)
Aarno Lehtola, Timo Honkela, Heikki Hyötyniemi, Harri Jäppinen
Task Oriented Knowledge Representation Languages for NLP-Systems. ISMIS (1988)
Aarno Lehtola, Timo Honkela
AWARE - DAG-transformations for Semantic Analysis. NODALIDA (1988)