2023
The Spectrum of Unpredictability and its Relation to Creative Autonomy.
Proceedings of the 14th International Conference on Computational Creativity, 2023
2022
Integrated interdisciplinary workflows for research on historical newspapers: Perspectives from humanities scholars, computer scientists, and librarians.
J. Assoc. Inf. Sci. Technol., 2022
Casual Poetry Creators: A Design Pattern and Internal Evaluation Measures.
Proceedings of the 13th International Conference on Computational Creativity, 2022
One Line at a Time - Generation and Internal Evaluation of Interactive Poetry.
Proceedings of the 13th International Conference on Computational Creativity, 2022
2021
Computational generation of slogans.
Nat. Lang. Eng., 2021
A Baseline Document Planning Method for Automated Journalism.
Proceedings of the 23rd Nordic Conference on Computational Linguistics, 2021
EMBEDDIA Tools, Datasets and Challenges: Resources and Hackathon Contributions.
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Proceedings of the EACL Hackashop on News Media Content Analysis and Automated Report Generation, 2021
2020
Personal Research Assistant for Online Exploration of Historical News.
Proceedings of the Advances in Information Retrieval, 2020
NewsEye: A digital investigator for historical newspapers.
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Proceedings of the 15th Annual International Conference of the Alliance of Digital Humanities Organizations, 2020
2019
Computational creativity infrastructure for online software composition: A conceptual blending use case.
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IBM J. Res. Dev., 2019
Conceptual Representations for Computational Concept Creation.
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ACM Comput. Surv., 2019
Towards transformational creation of novel songs.
Connect. Sci., 2019
Interactive exploration of heterogeneous biological networks with Biomine Explorer.
Bioinform., 2019
No Time Like the Present: Methods for Generating Colourful and Factual Multilingual News Headlines.
Proceedings of the Tenth International Conference on Computational Creativity, 2019
2018
ACM Trans. Multim. Comput. Commun. Appl., 2018
No Landslide for the Human Journalist - An Empirical Study of Computer-Generated Election News in Finland.
IEEE Access, 2018
Towards Data-Driven Generation of Visualizations for Automatically Generated News Articles.
Proceedings of the 22nd International Academic Mindtrek Conference, 2018
"Talent, Skill and Support." A Method for Automatic Creation of Slogans.
Proceedings of the Ninth International Conference on Computational Creativity, 2018
2017
Proceedings of the Encyclopedia of Machine Learning and Data Mining, 2017
Proceedings of the Encyclopedia of Machine Learning and Data Mining, 2017
Proceedings of the Encyclopedia of Machine Learning and Data Mining, 2017
Proceedings of the Encyclopedia of Machine Learning and Data Mining, 2017
Proceedings of the Encyclopedia of Machine Learning and Data Mining, 2017
Summarisation of weighted networks.
J. Exp. Theor. Artif. Intell., 2017
Finding and expressing news from structured data.
Proceedings of the 21st International Academic Mindtrek Conference, AcademicMindtrek 2017, Tampere, Finland, September 20, 2017
Data-Driven News Generation for Automated Journalism.
Proceedings of the 10th International Conference on Natural Language Generation, 2017
Aspects of Self-awareness: An Anatomy of Metacreative Systems.
Proceedings of the Eighth International Conference on Computational Creativity, 2017
Expanding and Weighting Stereotypical Properties of Human Characters for Linguistic Creativity.
Proceedings of the Eighth International Conference on Computational Creativity, 2017
Teaching Computational Creativity.
Proceedings of the Eighth International Conference on Computational Creativity, 2017
2016
Computational generation and dissection of lexical replacement humor.
Nat. Lang. Eng., 2016
LayerFolding: discovering creative links in word association networks.
Proceedings of the 31st Annual ACM Symposium on Applied Computing, 2016
Language-independent multi-document text summarization with document-specific word associations.
Proceedings of the 31st Annual ACM Symposium on Applied Computing, 2016
DopeLearning: A Computational Approach to Rap Lyrics Generation.
Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016
Computational Creativity Infrastructure for Online Software Composition: A Conceptual Blending Use Case.
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Proceedings of the Seventh International Conference on Computational Creativity, 2016
Meta4meaning: Automatic Metaphor Interpretation Using Corpus-Derived Word Associations.
Proceedings of the Seventh International Conference on Computational Creativity, 2016
Novelty-Seeking Multi-Agent Systems.
Proceedings of the Seventh International Conference on Computational Creativity, 2016
Modes for Creative Human-Computer Collaboration: Alternating and Task-Divided Co-Creativity.
Proceedings of the Seventh International Conference on Computational Creativity, 2016
2015
Data mining and machine learning in computational creativity.
WIREs Data Mining Knowl. Discov., 2015
Adaptive Heartbeat Modeling for Beat-to-Beat Heart Rate Measurement in Ballistocardiograms.
IEEE J. Biomed. Health Informatics, 2015
Interaction Evaluation for Human-Computer Co-creativity: A Case Study.
Proceedings of the Sixth International Conference on Computational Creativity, 2015
2014
Discovering statistically non-redundant subgroups.
Knowl. Based Syst., 2014
Document summarization based on word associations.
Proceedings of the 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2014
The Officer Is Taller Than You, Who Race Yourself! Using Document Specific Word Associations in Poetry Generation.
Proceedings of the Fifth International Conference on Computational Creativity, 2014
From Isolation to Involvement: Adapting Machine Creativity Software to Support Human-Computer Co-Creation.
Proceedings of the Fifth International Conference on Computational Creativity, 2014
Arts, News, and Poetry - The Art of Framing.
Proceedings of the Fifth International Conference on Computational Creativity, 2014
Novel Query Suggestions: Initial Work Report.
Proceedings of the 5th International Workshop on Web-scale Knowledge Representation Retrieval & Reasoning, 2014
2013
Named Entity Filtering Based on Concept Association Graphs.
Res. Comput. Sci., 2013
Effective Pruning for the Discovery of Conditional Functional Dependencies.
Comput. J., 2013
Contrasting Subgroup Discovery.
Comput. J., 2013
Automatical Composition of Lyrical Songs.
Proceedings of the Fourth International Conference on Computational Creativity, 2013
Harnessing Constraint Programming for Poetry Composition.
Proceedings of the Fourth International Conference on Computational Creativity, 2013
"Let Everything Turn Well in Your Wife": Generation of Adult Humor Using Lexical Constraints.
Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics, 2013
2012
Simplification of Networks by Edge Pruning.
Proceedings of the Bisociative Knowledge Discovery, 2012
Review of BisoNet Abstraction Techniques.
Proceedings of the Bisociative Knowledge Discovery, 2012
Network Compression by Node and Edge Mergers.
Proceedings of the Bisociative Knowledge Discovery, 2012
Network Analysis: Overview.
Proceedings of the Bisociative Knowledge Discovery, 2012
Semantic Subgroup Discovery and Cross-Context Linking for Microarray Data Analysis.
Proceedings of the Bisociative Knowledge Discovery, 2012
Finding Representative Nodes in Probabilistic Graphs.
Proceedings of the Bisociative Knowledge Discovery, 2012
Patterns and Logic for Reasoning with Networks.
Proceedings of the Bisociative Knowledge Discovery, 2012
Discovery of Novel Term Associations in a Document Collection.
Proceedings of the Bisociative Knowledge Discovery, 2012
Biomine: A Network-Structured Resource of Biological Entities for Link Prediction.
Proceedings of the Bisociative Knowledge Discovery, 2012
Biomine: predicting links between biological entities using network models of heterogeneous databases.
BMC Bioinform., 2012
Team Association Analysis for Named Entity Filtering.
Proceedings of The Twenty-First Text REtrieval Conference, 2012
On Creative Uses of Word Associations.
Proceedings of the Synergies of Soft Computing and Statistics for Intelligent Data Analysis, 2012
A model for mining relevant and non-redundant information.
Proceedings of the ACM Symposium on Applied Computing, 2012
Lexical Creativity from Word Associations.
Proceedings of the Seventh International Conference on Knowledge, 2012
Sleep Musicalization: Automatic Music Composition from Sleep Measurements.
Proceedings of the Advances in Intelligent Data Analysis XI - 11th International Symposium, 2012
Corpus-Based Generation of Content and Form in Poetry.
Proceedings of the Third International Conference on Computational Creativity, 2012
Unobtrusive online monitoring of sleep at home.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
Privacy Preservation by k-Anonymization of Weighted Social Networks.
Proceedings of the International Conference on Advances in Social Networks Analysis and Mining, 2012
Decomposition and Distribution of Humorous Effect in Interactive Systems.
Proceedings of the Artificial Intelligence of Humor, 2012
2011
SegMine workflows for semantic microarray data analysis in Orange4WS.
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BMC Bioinform., 2011
Compression of weighted graphs.
Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2011
2010
Proceedings of the Encyclopedia of Machine Learning, 2010
Proceedings of the Encyclopedia of Machine Learning, 2010
Proceedings of the Encyclopedia of Machine Learning, 2010
Proceedings of the Encyclopedia of Machine Learning, 2010
Proceedings of the Encyclopedia of Machine Learning, 2010
Predicting and preventing student failure - using the k-nearest neighbour method to predict student performance in an online course environment.
Int. J. Learn. Technol., 2010
Fast Discovery of Reliable <i>k</i>-terminal Subgraphs.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2010
A Framework for Path-Oriented Network Simplification.
Proceedings of the Advances in Intelligent Data Analysis IX, 9th International Symposium, 2010
Network Simplification with Minimal Loss of Connectivity.
Proceedings of the ICDM 2010, 2010
Bisociative Knowledge Discovery for Microarray Data Analysis.
Proceedings of the International Conference on Computational Creativity, 2010
Fast Discovery of Reliable Subnetworks.
Proceedings of the International Conference on Advances in Social Networks Analysis and Mining, 2010
Probabilistic Inductive Querying Using ProbLog.
Proceedings of the Inductive Databases and Constraint-Based Data Mining., 2010
2008
Compressing probabilistic Prolog programs.
Mach. Learn., 2008
Finding reliable subgraphs from large probabilistic graphs.
Data Min. Knowl. Discov., 2008
2007
Constrained hidden Markov models for population-based haplotyping.
BMC Bioinform., 2007
ProbLog: A Probabilistic Prolog and Its Application in Link Discovery.
Proceedings of the IJCAI 2007, 2007
Probabilistic Explanation Based Learning.
Proceedings of the Machine Learning: ECML 2007, 2007
2006
TreeDT: Tree Pattern Mining for Gene Mapping.
IEEE ACM Trans. Comput. Biol. Bioinform., 2006
HaploRec: efficient and accurate large-scale reconstruction of haplotypes.
BMC Bioinform., 2006
Closed Non-derivable Itemsets.
Proceedings of the Knowledge Discovery in Databases: PKDD 2006, 2006
Revising Probabilistic Prolog Programs.
Proceedings of the Inductive Logic Programming, 16th International Conference, 2006
Link Discovery in Graphs Derived from Biological Databases.
Proceedings of the Data Integration in the Life Sciences, Third International Workshop, 2006
2005
ContextPhone: a prototyping platform for context-aware mobile applications.
IEEE Pervasive Comput., 2005
Mining Non-Derivable Association Rules.
Proceedings of the 2005 SIAM International Conference on Data Mining, 2005
Introduction to Data Mining in Bioinformatics.
Proceedings of the Data Mining in Bioinformatics, 2005
Gene Mapping by Pattern Discovery.
Proceedings of the Data Mining in Bioinformatics, 2005
2004
A Markov Chain Approach to Reconstruction of Long Haplotypes.
Proceedings of the Biocomputing 2004, 2004
Adaptive On-Device Location Recognition.
Proceedings of the Pervasive Computing, 2004
Mining Relaxed Graph Properties in Internet.
Proceedings of the IADIS International Conference WWW/Internet 2004, 2004
2003
Discovering all most specific sentences.
ACM Trans. Database Syst., 2003
Data mining in bioinformatics: report on BIOKDD'03.
SIGKDD Explor., 2003
Statistical Evaluation of the Predictive Toxicology Challenge 2000-2001.
Bioinform., 2003
Automated Detection of Epidemics from the Usage Logs of a Physicians' Reference Database.
Proceedings of the Knowledge Discovery in Databases: PKDD 2003, 2003
Proceedings of the 3nd ACM SIGKDD Workshop on Data Mining in Bioinformatics (BIOKDD 2003), 2003
2002
BIOKDD 2002: Recent Advanced in Data Minig for Bioinformatics.
SIGKDD Explor., 2002
BIOKDD01: Workshop on Data Mining in Bioinformatics.
SIGKDD Explor., 2002
Proceedings of the 2nd ACM SIGKDD Workshop on Data Mining in Bioinformatics (BIOKDD 2002), 2002
Estimating the number of segments in time series data using permutation tests.
Proceedings of the 2002 IEEE International Conference on Data Mining (ICDM 2002), 2002
2001
TreeDT: gene mapping by tree disequilibrium test.
Proceedings of the seventh ACM SIGKDD international conference on Knowledge discovery and data mining, 2001
Time Series Segmentation for Context Recognition in Mobile Devices.
Proceedings of the 2001 IEEE International Conference on Data Mining, 29 November, 2001
2000
Gene Mapping by Haplotype Pattern Mining.
Proceedings of the 1st IEEE International Symposium on Bioinformatics and Biomedical Engineering, 2000
1999
Rule Discovery in Telecommunication Alarm Data.
J. Netw. Syst. Manag., 1999
Interactive exploration of interesting findings in the Telecommunication Network Alarm Sequence Analyzer (TASA).
Inf. Softw. Technol., 1999
Discovery of Frequent DATALOG Patterns.
Data Min. Knowl. Discov., 1999
TANE: An Efficient Algorithm for Discovering Functional and Approximate Dependencies.
Comput. J., 1999
Mining for similarities in aligned time series using wavelets.
Proceedings of the Data Mining and Knowledge Discovery: Theory, 1999
1998
Finding Frequent Substructures in Chemical Compounds.
Proceedings of the Fourth International Conference on Knowledge Discovery and Data Mining (KDD-98), 1998
Efficient Discovery of Functional and Approximate Dependencies Using Partitions.
Proceedings of the Fourteenth International Conference on Data Engineering, 1998
Learning, Mining, or Modeling? A Case Study from Paleocology.
Proceedings of the Discovery Science, 1998
1997
Discovery of Frequent Episodes in Event Sequences.
Data Min. Knowl. Discov., 1997
Levelwise Search and Borders of Theories in Knowledge Discovery.
Data Min. Knowl. Discov., 1997
Data mining, Hypergraph Transversals, and Machine Learning.
Proceedings of the Sixteenth ACM SIGACT-SIGMOD-SIGART Symposium on Principles of Database Systems, 1997
A Data Mining Methodology and Its Application to Semi-automatic Knowledge Acquisition.
Proceedings of the Eighth International Workshop on Database and Expert Systems Applications, 1997
1996
Sampling Large Databases for Association Rules.
Proceedings of the VLDB'96, 1996
TASA: Telecommunication Alarm Sequence Analyzer or how to enjoy faults in your network.
Proceedings of the 1996 Network Operations and Management Symposium, 1996
Multiple Uses of Frequent Sets and Condensed Representations (Extended Abstract).
Proceedings of the Second International Conference on Knowledge Discovery and Data Mining (KDD-96), 1996
Discovering Generalized Episodes Using Minimal Occurrences.
Proceedings of the Second International Conference on Knowledge Discovery and Data Mining (KDD-96), 1996
Knowledge Discovery from Telecommunication Network Alarm Databases.
Proceedings of the Twelfth International Conference on Data Engineering, February 26, 1996
Fast Discovery of Association Rules.
Proceedings of the Advances in Knowledge Discovery and Data Mining., 1996
1995
Discovering Frequent Episodes in Sequences.
Proceedings of the First International Conference on Knowledge Discovery and Data Mining (KDD-95), 1995
A Perspective on Databases and Data Mining.
Proceedings of the First International Conference on Knowledge Discovery and Data Mining (KDD-95), 1995
1994
Q3E: Q<sub>3</sub> Emulator Agent.
Proceedings of NOMS '94, 1994
Efficient Algorithms for Discovering Association Rules.
Proceedings of the Knowledge Discovery in Databases: Papers from the 1994 AAAI Workshop, 1994
Finding Interesting Rules from Large Sets of Discovered Association Rules.
Proceedings of the Third International Conference on Information and Knowledge Management (CIKM'94), Gaithersburg, Maryland, USA, November 29, 1994