Maarten van Someren

According to our database1, Maarten van Someren authored at least 67 papers between 1986 and 2017.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.



In proceedings 
PhD thesis 




Semi-supervised self-training for decision tree classifiers.
Int. J. Machine Learning & Cybernetics, 2017

A Big Data Approach to Support Information Distribution in Crisis Response.
Proceedings of the 9th International Conference on Theory and Practice of Electronic Governance, 2016

GAMYGDALA: An Emotion Engine for Games.
IEEE Trans. Affective Computing, 2014

Boosting for multiclass semi-supervised learning.
Pattern Recognition Letters, 2014

A machine-learning approach to coding book reviews as quality indicators: Toward a theory of megacitation.
JASIST, 2014

An analysis of alignment and integral based kernels for machine learning from vessel trajectories.
Expert Syst. Appl., 2014

Analyzing Grid Log Data with Affinity Propagation.
Proceedings of the Recent Trends in Applied Artificial Intelligence, 2013

Multiclass Semi-Supervised Boosting Using Similarity Learning.
Proceedings of the 2013 IEEE 13th International Conference on Data Mining, 2013

Recognizing Vessel Movements from Historical Data.
Proceedings of the Situation Awareness with Systems of Systems, 2013

Abstracting and reasoning over ship trajectories and web data with the Simple Event Model (SEM).
Multimedia Tools Appl., 2012

Machine learning for vessel trajectories using compression, alignments and domain knowledge.
Expert Syst. Appl., 2012

Multiclass Semi-supervised Learning for Animal Behavior Recognition from Accelerometer Data.
Proceedings of the IEEE 24th International Conference on Tools with Artificial Intelligence, 2012

An AdaBoost Algorithm for Multiclass Semi-supervised Learning.
Proceedings of the 12th IEEE International Conference on Data Mining, 2012

Disagreement-Based Co-training.
Proceedings of the IEEE 23rd International Conference on Tools with Artificial Intelligence, 2011

Interacting with Adaptive Systems.
Proceedings of the Interactive Collaborative Information Systems, 2010

Extracting historical time periods from the Web.
JASIST, 2010

Using Local Alignments for Relation Recognition.
J. Artif. Intell. Res., 2010

Web Page Classification Using Image Analysis Features.
Proceedings of the Web Information Systems and Technologies - 6th International Conference, 2010

Classifying Web Pages with Visual Features.
Proceedings of the WEBIST 2010, 2010

Evolutionary testing of object-oriented software.
Proceedings of the 2010 ACM Symposium on Applied Computing (SAC), 2010

Clustering Vessel Trajectories with Alignment Kernels under Trajectory Compression.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2010

Comparing Vessel Trajectories Using Geographical Domain Knowledge and Alignments.
Proceedings of the ICDMW 2010, 2010

Exploiting Redundancy for Pattern-based Relation Instantiation Using tOKo.
Proceedings of the EKAW2010 Poster and Demo Track, Lisbon, Portugal, October 11 - 15, 2010, 2010

A semi-automatic usage-based method for improving hyperlink descriptions in menus.
Int. J. Hum.-Comput. Stud., 2009

SiteGuide: A Tool for Web Site Authoring Support.
Proceedings of the Web Information Systems and Technologies - 5th International Conference, 2009

SiteGuide: An Example-based Approach to Web Site Development Assistance.
Proceedings of the WEBIST 2009, 2009

Combining ship trajectories and semantics with the simple event model (SEM).
Proceedings of the 1st ACM international workshop on Events in multimedia, 2009

Clustering Objects from Multiple Collections.
Proceedings of the KI 2009: Advances in Artificial Intelligence, 2009

Awareness, training and trust in interaction with adaptive spam filters.
Proceedings of the 27th International Conference on Human Factors in Computing Systems, 2009

The effects of transparency on trust in and acceptance of a content-based art recommender.
User Model. User-Adapt. Interact., 2008

Capturing the needs of amateur web designers by means of examples.
Proceedings of the LWA 2008, 2008

Navigation behavior models for link structure optimization.
User Model. User-Adapt. Interact., 2007

Discovering stages in web navigation for problem-oriented navigation support.
User Model. User-Adapt. Interact., 2007

A redundancy-based method for the extraction of relation instances from the Web.
International Journal of Man-Machine Studies, 2007

User Interaction with User-Adaptive Information Filters.
Proceedings of the Usability and Internationalization. Global and Local User Interfaces, 2007

Validating Navigation Time Prediction Models for Menu Optimization.
Proceedings of the LWA 2006: Lernen - Wissensentdeckung - Adaptivität, Hildesheim, Deutschland, October 9th-11th 2006, joint workshop event of several interest groups of the German Society for Informatics (GI) - 14th Workshop on Adaptivity and User Modeling in Interactive Systems (ABIS 2006) - Workshop Information Retrieval 2006 of the Special Interest Group Information Retrieval (FGIR 2006) - Workshop on Knowledge and Experience Management (FGWM 2006), 2006

Relation Instantiation for Ontology Population Using the Web.
Proceedings of the KI 2006: Advances in Artificial Intelligence, 2006

Extracting Instances of Relations from Web Documents Using Redundancy.
Proceedings of the Semantic Web: Research and Applications, 2006

A Redundancy-Based Method for Relation Instantiation from the Web.
Proceedings of the ECAI 2006, 17th European Conference on Artificial Intelligence, August 29, 2006

Applications of machine learning: matching problems to tasks and methods.
Knowledge Eng. Review, 2005

Discovering Stages in Web Navigation.
Proceedings of the User Modeling 2005, 2005

A Bias-Variance Analysis of a Real World Learning Problem: The CoIL Challenge 2000.
Machine Learning, 2004

Web Site Adaptation: Recommendation and Automatic Generation of Navigation Menus.
Proceedings of the LWA 2004: Lernen - Wissensentdeckung - Adaptivität, Berlin, 4., 2004

Modeling developmental transitions on the balance scale task.
Cognitive Science, 2003

Greedy Recommending Is Not Always Optimal.
Proceedings of the Web Mining: From Web to Semantic Web, 2003

A Roadmap for Web Mining: From Web to Semantic Web.
Proceedings of the Web Mining: From Web to Semantic Web, 2003

Perspectives of Computational Intelligence.
Proceedings of the Advances in Computational Intelligence and Learning: Methods and Applications, 2002

Advances in Machine Learning.
Proceedings of the Advances in Computational Intelligence and Learning: Methods and Applications, 2002

Model Class Selection and Construction: Beyond the Procrustean Approach to Machine Learning Applications.
Proceedings of the Machine Learning and Its Applications, Advanced Lectures, 2001

The Belgian Dutch Artificial Intelligence Association (Belgisch-Nederlandse Verebiging voor Kunstmatige Intelligentie).
AI Commun., 2000

Benelearn: The First 10 Years.
AI Commun., 2000

Applications of Inductive Learning Techniques: A Survey in the Netherlands.
AI Commun., 1997

A Systematic Description of Greedy Optimisation Algorithms for Cost Sensitive Generalisation.
Proceedings of the Advances in Intelligent Data Analysis, 1997

A Utility-Based Approach to Learning in a Mixed Case-Base and Model-Based Reasoning Architecture.
Proceedings of the Case-Based Reasoning Research and Development, 1997

A Systematic Approach to the Functionality of Problem-Solving Methods.
Proceedings of the Knowledge Acquisition, Modeling and Management, 10th European Workshop, 1997

Using Models of Problem Solving as Bias in Automated Knowledge Acquisition.
Proceedings of the Eleventh European Conference on Artificial Intelligence, 1994

Integrated Learning Architectures.
Proceedings of the Machine Learning: ECML-93, 1993

Structural and Formative Validation of Knowledge Bases.
Proceedings of the European Workshop on the Verification and Validation of Knowledge-Based Systems, 1991

A comparative evaluation of three approaches to the acquisition of medical knowledge.
Proceedings of the AIME 91, 1991

The ACKnowledge Project.
KI, 1990

Analogy and Induction as Inference.
AI Commun., 1990

Heuristic Refinement of Logic Programs.
Proceedings of the 9th European Conference on Artificial Intelligence, 1990

ACKNOWLEDGE Acquisition of Knowledge - an Overview.
Proceedings of the Wissensbasierte Systeme, 1989

INDE: A System for Heuristic Knowledge Refinement.
Proceedings of the 8th European Conference on Artificial Intelligence, 1988

Learning Prolog from a Book - A Review of Five Prolog Textbooks.
AI Commun., 1987

Using Attribute Dependencies for Rule Learning.
Proceedings of the Knowledge Representation and Organization in Machine Learning [Workshop, 1987

Knowledge Based Learning: Reducing the Description Space for Rule Learning.
Proceedings of the Advances in Artificial Intelligence II, 1986