Knowledge Based Learning: Reducing the Description Space for Rule Learning. - Maarten van Someren (ECAI, 1986)

Using Attribute Dependencies for Rule Learning. - Maarten van Someren (Knowledge Representation and Organization in Machine Learning, 1987)

Learning Prolog from a Book - A Review of Five Prolog Textbooks. - Maarten van Someren (AI Commun., 1987)

INDE: A System for Heuristic Knowledge Refinement. - P. P. Terpstra; Maarten van Someren (ECAI, 1988)

ACKNOWLEDGE Acquisition of Knowledge - an Overview. - Maarten van Someren (Wissensbasierte Systeme, 1989)

Heuristic Refinement of Logic Programs. - Manfred Aben; Maarten van Someren (ECAI, 1990)

Analogy and Induction as Inference. - Maarten van Someren (AI Commun., 1990)

The ACKnowledge Project. - Maarten van Someren (Künstliche Intell., 1990)

A comparative evaluation of three approaches to the acquisition of medical knowledge. - Wilfried Post; Maarten van Someren (AIME, 1991)

Structural and Formative Validation of Knowledge Bases. - Maarten van Someren (EUROVAV, 1991)

Integrated Learning Architectures. - Enric Plaza; Agnar Aamodt; Ashwin Ram 001; Walter Van de Velde; Maarten van Someren (ECML, 1993)

Using Models of Problem Solving as Bias in Automated Knowledge Acquisition. - Herman J. H. van Dompseler; Maarten van Someren (ECAI, 1994)

A Systematic Approach to the Functionality of Problem-Solving Methods. - Pascal Beys; Maarten van Someren (EKAW, 1997)

A Utility-Based Approach to Learning in a Mixed Case-Base and Model-Based Reasoning Architecture. - Maarten van Someren; Jerzy Surma; Pietro Torasso (ICCBR, 1997)

A Systematic Description of Greedy Optimisation Algorithms for Cost Sensitive Generalisation. - Maarten van Someren; Cristina Torres; Floor Verdenius (IDA, 1997)

Applications of Inductive Learning Techniques: A Survey in the Netherlands. - Floor Verdenius; Maarten van Someren (AI Commun., 1997)

Benelearn: The First 10 Years. - Luc De Raedt; Maarten van Someren (AI Commun., 2000)

The Belgian Dutch Artificial Intelligence Association (Belgisch-Nederlandse Verebiging voor Kunstmatige Intelligentie). - Maarten van Someren; H. Jaap van den Herik (AI Commun., 2000)

Model Class Selection and Construction: Beyond the Procrustean Approach to Machine Learning Applications. - Maarten van Someren (Machine Learning and Its Applications, 2001)

Advances in Machine Learning. - Maarten van Someren (Advances in Computational Intelligence and Learning, 2002)

Perspectives of Computational Intelligence. - Georgios Tselentis; Maarten van Someren (Advances in Computational Intelligence and Learning, 2002)

A Roadmap for Web Mining: From Web to Semantic Web. - Bettina Berendt; Andreas Hotho; Dunja Mladenic; Maarten van Someren; Myra Spiliopoulou; Gerd Stumme (EWMF, 2003)

Greedy Recommending Is Not Always Optimal. - Maarten van Someren; Vera Hollink; Stephan ten Hagen (EWMF, 2003)

Modeling developmental transitions on the balance scale task. - Hedderik van Rijn; Maarten van Someren; Han L. J. van der Maas (Cogn. Sci., 2003)

Web Site Adaptation: Recommendation and Automatic Generation of Navigation Menus. - Vera Hollink; Maarten van Someren; Stephan ten Hagen (LWA, 2004)

A Bias-Variance Analysis of a Real World Learning Problem: The CoIL Challenge 2000. - Peter van der Putten; Maarten van Someren (Mach. Learn., 2004)

Discovering Stages in Web Navigation. - Vera Hollink; Maarten van Someren; Stephan ten Hagen (User Modeling, 2005)

Applications of machine learning: matching problems to tasks and methods. - Maarten van Someren; Tanja Urbancic (Knowl. Eng. Rev., 2005)

A Redundancy-Based Method for Relation Instantiation from the Web. - Viktor de Boer; Maarten van Someren; Bob J. Wielinga (ECAI, 2006)

Extracting Instances of Relations from Web Documents Using Redundancy. - Viktor de Boer; Maarten van Someren; Bob J. Wielinga (ESWC, 2006)

Relation Instantiation for Ontology Population Using the Web. - Viktor de Boer; Maarten van Someren; Bob J. Wielinga (KI, 2006)

Validating Navigation Time Prediction Models for Menu Optimization. - Vera Hollink; Maarten van Someren (LWA, 2006)

User Interaction with User-Adaptive Information Filters. - Henriette S. M. Cramer; Vanessa Evers; Maarten van Someren; Bob J. Wielinga; Sam Besselink; Lloyd Rutledge; Natalia Stash; Lora Aroyo (HCI (11), 2007)

A redundancy-based method for the extraction of relation instances from the Web. - Viktor de Boer; Maarten van Someren; Bob J. Wielinga (Int. J. Hum. Comput. Stud., 2007)

Discovering stages in web navigation for problem-oriented navigation support. - Vera Hollink; Maarten van Someren; Bob J. Wielinga (User Model. User Adapt. Interact., 2007)

Navigation behavior models for link structure optimization. - Vera Hollink; Maarten van Someren; Bob J. Wielinga (User Model. User Adapt. Interact., 2007)

Capturing the needs of amateur web designers by means of examples. - Vera Hollink; Viktor de Boer; Maarten van Someren (LWA, 2008)

The effects of transparency on trust in and acceptance of a content-based art recommender. - Henriette S. M. Cramer; Vanessa Evers; Satyan Ramlal; Maarten van Someren; Lloyd Rutledge; Natalia Stash; Lora Aroyo; Bob J. Wielinga (User Model. User Adapt. Interact., 2008)

Awareness, training and trust in interaction with adaptive spam filters. - Henriette S. M. Cramer; Vanessa Evers; Maarten van Someren; Bob J. Wielinga (CHI, 2009)

Clustering Objects from Multiple Collections. - Vera Hollink; Maarten van Someren; Viktor de Boer (KI, 2009)

Combining ship trajectories and semantics with the simple event model (SEM). - Willem Robert van Hage; Véronique Malaisé; Gerben de Vries; Guus Schreiber; Maarten van Someren (EIMM@MM, 2009)

SiteGuide: An Example-based Approach to Web Site Development Assistance. - Vera Hollink; Viktor de Boer; Maarten van Someren (WEBIST, 2009)

SiteGuide: A Tool for Web Site Authoring Support. - Vera Hollink; Viktor de Boer; Maarten van Someren (WEBIST (Selected Papers), 2009)

A semi-automatic usage-based method for improving hyperlink descriptions in menus. - Vera Hollink; Maarten van Someren; Bob J. Wielinga (Int. J. Hum. Comput. Stud., 2009)

Exploiting Redundancy for Pattern-based Relation Instantiation Using tOKo. - Viktor de Boer; Maarten van Someren; Bob J. Wielinga; Anjo Anjewierden (EKAW (Posters and Demos), 2010)

Comparing Vessel Trajectories Using Geographical Domain Knowledge and Alignments. - Gerben de Vries; Willem Robert van Hage; Maarten van Someren (ICDM Workshops, 2010)

Clustering Vessel Trajectories with Alignment Kernels under Trajectory Compression. - Gerben de Vries; Maarten van Someren (ECML/PKDD (1), 2010)

Evolutionary testing of object-oriented software. - Lucas Serpa Silva; Maarten van Someren (SAC, 2010)

Classifying Web Pages with Visual Features. - Viktor de Boer; Maarten van Someren; Tiberiu Lupascu (WEBIST (1), 2010)

Web Page Classification Using Image Analysis Features. - Viktor de Boer; Maarten van Someren; Tiberiu Lupascu (WEBIST (Selected Papers), 2010)

Using Local Alignments for Relation Recognition. - Sophia Katrenko; Pieter W. Adriaans; Maarten van Someren (J. Artif. Intell. Res., 2010)

Extracting historical time periods from the Web. - Viktor de Boer; Maarten van Someren; Bob J. Wielinga (J. Assoc. Inf. Sci. Technol., 2010)

Interacting with Adaptive Systems. - Vanessa Evers; Henriette S. M. Cramer; Maarten van Someren; Bob J. Wielinga (Interactive Collaborative Information Systems, 2010)

Disagreement-Based Co-training. - Jafar Tanha; Maarten van Someren; Hamideh Afsarmanesh (ICTAI, 2011)

An AdaBoost Algorithm for Multiclass Semi-supervised Learning. - Jafar Tanha; Maarten van Someren; Hamideh Afsarmanesh (ICDM, 2012)

Multiclass Semi-supervised Learning for Animal Behavior Recognition from Accelerometer Data. - Jafar Tanha; Maarten van Someren; Merijn de Bakker; Willem Bouten; Judy Shamoun-Baranes; Hamideh Afsarmanesh (ICTAI, 2012)

Machine learning for vessel trajectories using compression, alignments and domain knowledge. - Gerben Klaas Dirk de Vries; Maarten van Someren (Expert Syst. Appl., 2012)

Abstracting and reasoning over ship trajectories and web data with the Simple Event Model (SEM). - Willem Robert van Hage; Véronique Malaisé; Gerben de Vries; Guus Schreiber; Maarten van Someren (Multim. Tools Appl., 2012)

Recognizing Vessel Movements from Historical Data. - Gerben de Vries; Maarten van Someren (Situation Awareness with Systems of Systems, 2013)

Multiclass Semi-Supervised Boosting Using Similarity Learning. - Jafar Tanha; Mohammad Javad Saberian; Maarten van Someren (ICDM, 2013)

Analyzing Grid Log Data with Affinity Propagation. - Gabriele Modena; Maarten van Someren (IEA/AIE, 2013)

An analysis of alignment and integral based kernels for machine learning from vessel trajectories. - Gerben Klaas Dirk de Vries; Maarten van Someren (Expert Syst. Appl., 2014)

A machine-learning approach to coding book reviews as quality indicators: Toward a theory of megacitation. - Alesia A. Zuccala; Maarten van Someren; Maurits van Bellen (J. Assoc. Inf. Sci. Technol., 2014)

Boosting for multiclass semi-supervised learning. - Jafar Tanha; Maarten van Someren; Hamideh Afsarmanesh (Pattern Recognit. Lett., 2014)

GAMYGDALA: An Emotion Engine for Games. - Alexandru Popescu; Joost Broekens; Maarten van Someren (IEEE Trans. Affect. Comput., 2014)

A Big Data Approach to Support Information Distribution in Crisis Response. - Niels Netten; Susan W. van den Braak; Sunil Choenni; Maarten van Someren (ICEGOV, 2016)

Semi-supervised self-training for decision tree classifiers. - Jafar Tanha; Maarten van Someren; Hamideh Afsarmanesh (Int. J. Mach. Learn. Cybern., 2017)