| 2013 | ICDM | Multiclass Semi-Supervised Boosting Using Similarity Learning. | Jafar Tanha, Mohammad Javad Saberian, Maarten van Someren |
| 2012 | ICDM | An AdaBoost Algorithm for Multiclass Semi-supervised Learning. | Jafar Tanha, Maarten van Someren, Hamideh Afsarmanesh |
| 2012 | ICTAI | 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 |
| 2011 | ICTAI | Disagreement-Based Co-training. | Jafar Tanha, Maarten van Someren, Hamideh Afsarmanesh |
| 2010 | EKAW | Exploiting Redundancy for Pattern-based Relation Instantiation Using tOKo. | Viktor de Boer, Maarten van Someren, Bob J. Wielinga, Anjo Anjewierden |
| 2010 | ICDM | Comparing Vessel Trajectories Using Geographical Domain Knowledge and Alignments. | Gerben de Vries, Willem Robert van Hage, Maarten van Someren |
| 2010 | SAC | Evolutionary testing of object-oriented software. | Lucas Serpa Silva, Maarten van Someren |
| 2010 | WEBIST | Classifying Web Pages with Visual Features. | Viktor de Boer, Maarten van Someren, Tiberiu Lupascu |
| 2010 | WEBIST | Web Page Classification Using Image Analysis Features. | Viktor de Boer, Maarten van Someren, Tiberiu Lupascu |
| 2009 | CHI | Awareness, training and trust in interaction with adaptive spam filters. | Henriette S. M. Cramer, Vanessa Evers, Maarten van Someren, Bob J. Wielinga |
| 2009 | KI | Clustering Objects from Multiple Collections. | Vera Hollink, Maarten van Someren, Viktor de Boer |
| 2009 | WEBIST | SiteGuide: An Example-based Approach to Web Site Development Assistance. | Vera Hollink, Viktor de Boer, Maarten van Someren |
| 2009 | WEBIST | SiteGuide: A Tool for Web Site Authoring Support. | Vera Hollink, Viktor de Boer, Maarten van Someren |
| 2007 | HCI | 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 |
| 2006 | ECAI | A Redundancy-Based Method for Relation Instantiation from the Web. | Viktor de Boer, Maarten van Someren, Bob J. Wielinga |
| 2006 | KI | Relation Instantiation for Ontology Population Using the Web. | Viktor de Boer, Maarten van Someren, Bob J. Wielinga |
| 1997 | EKAW | A Systematic Approach to the Functionality of Problem-Solving Methods. | Pascal Beys, Maarten van Someren |
| 1997 | ICCBR | A Utility-Based Approach to Learning in a Mixed Case-Base and Model-Based Reasoning Architecture. | Maarten van Someren, Jerzy Surma, Pietro Torasso |
| 1997 | IDA | A Systematic Description of Greedy Optimisation Algorithms for Cost Sensitive Generalisation. | Maarten van Someren, Cristina Torres, Floor Verdenius |
| 1994 | ECAI | Using Models of Problem Solving as Bias in Automated Knowledge Acquisition. | Herman J. H. van Dompseler, Maarten van Someren |
| 1991 | AIME | A comparative evaluation of three approaches to the acquisition of medical knowledge. | Wilfried Post, Maarten van Someren |
| 1990 | ECAI | Heuristic Refinement of Logic Programs. | Manfred Aben, Maarten van Someren |
| 1989 | WI | ACKNOWLEDGE Acquisition of Knowledge - an Overview. | Maarten van Someren |
| 1988 | ECAI | INDE: A System for Heuristic Knowledge Refinement. | P. P. Terpstra, Maarten van Someren |
| 1986 | ECAI | Knowledge Based Learning: Reducing the Description Space for Rule Learning. | Maarten van Someren |