Hannu Toivonen

According to our database1, Hannu Toivonen authored at least 124 papers between 1994 and 2018.

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Bibliography

2018
Data Musicalization.
TOMCCAP, 2018

No Landslide for the Human Journalist - An Empirical Study of Computer-Generated Election News in Finland.
IEEE Access, 2018

"Talent, Skill and Support." A Method for Automatic Creation of Slogans.
Proceedings of the Ninth International Conference on Computational Creativity, 2018

2017
Frequent Pattern.
Proceedings of the Encyclopedia of Machine Learning and Data Mining, 2017

Frequent Itemset.
Proceedings of the Encyclopedia of Machine Learning and Data Mining, 2017

Basket Analysis.
Proceedings of the Encyclopedia of Machine Learning and Data Mining, 2017

Association Rule.
Proceedings of the Encyclopedia of Machine Learning and Data Mining, 2017

Apriori Algorithm.
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.
Natural Language Engineering, 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.
Proceedings of the Seventh International Conference on Computational Creativity, UPMC, Paris, France, June 27, 2016

Meta4meaning: Automatic Metaphor Interpretation Using Corpus-Derived Word Associations.
Proceedings of the Seventh International Conference on Computational Creativity, UPMC, Paris, France, June 27, 2016

Novelty-Seeking Multi-Agent Systems.
Proceedings of the Seventh International Conference on Computational Creativity, UPMC, Paris, France, June 27, 2016

Modes for Creative Human-Computer Collaboration: Alternating and Task-Divided Co-Creativity.
Proceedings of the Seventh International Conference on Computational Creativity, UPMC, Paris, France, June 27, 2016

2015
Data mining and machine learning in computational creativity.
Wiley Interdisc. Rew.: Data Mining and Knowledge Discovery, 2015

Adaptive Heartbeat Modeling for Beat-to-Beat Heart Rate Measurement in Ballistocardiograms.
IEEE J. Biomedical and Health Informatics, 2015

DopeLearning: A Computational Approach to Rap Lyrics Generation.
CoRR, 2015

Interaction Evaluation for Human-Computer Co-creativity: A Case Study.
Proceedings of the Sixth International Conference on Computational Creativity, Park City, Utah, USA, June 29, 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.
Research in Computing Science, 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 Bioinformatics, 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, Dublin, Ireland, May 30, 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.
BMC Bioinformatics, 2011

Compression of weighted graphs.
Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2011

2010
Frequent Pattern.
Proceedings of the Encyclopedia of Machine Learning, 2010

Frequent Itemset.
Proceedings of the Encyclopedia of Machine Learning, 2010

Basket Analysis.
Proceedings of the Encyclopedia of Machine Learning, 2010

Association Rule.
Proceedings of the Encyclopedia of Machine Learning, 2010

Apriori Algorithm.
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.
IJLT, 2010

Fast Discovery of Reliable k-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.
Machine Learning, 2008

Finding reliable subgraphs from large probabilistic graphs.
Data Min. Knowl. Discov., 2008

Finding Reliable Subgraphs from Large Probabilistic Graphs.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2008

2007
Constrained hidden Markov models for population-based haplotyping.
BMC Bioinformatics, 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. Biology Bioinform., 2006

HaploRec: efficient and accurate large-scale reconstruction of haplotypes.
BMC Bioinformatics, 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 Computing, 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 Explorations, 2003

Statistical Evaluation of the Predictive Toxicology Challenge 2000-2001.
Bioinformatics, 2003

Automated Detection of Epidemics from the Usage Logs of a Physicians' Reference Database.
Proceedings of the Knowledge Discovery in Databases: PKDD 2003, 2003

Opening Remarks.
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 Explorations, 2002

BIOKDD01: Workshop on Data Mining in Bioinformatics.
SIGKDD Explorations, 2002

Foreword.
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. Network Syst. Manage., 1999

Interactive exploration of interesting findings in the Telecommunication Network Alarm Sequence Analyzer (TASA).
Information & Software Technology, 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.
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: Q3 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


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