| 2010 | Adaptive Markov Logic Networks: Learning Statistical Relational Models with Dynamic Parameters. | Dominik Jain, Andreas Barthels, Michael Beetz |
| 2010 | Probabilistic Logic with Conditional Independence Formulae. | Magdalena Ivanovska, Martin Giese |
| 2010 | High-Level Perception as Focused Belief Revision. | Haythem O. Ismail, Nasr Kasrin |
| 2010 | Human Activity Recognition in Intelligent Home Environments: An Evolving Approach. | Jos Antonio Iglesias, Plamen Angelov, Agapito Ledezma, Araceli Sanchis |
| 2010 | Integrating Bipolar Fuzzy Mathematical Morphology in Description Logics for Spatial Reasoning. | Cline Hudelot, Jamal Atif, Isabelle Bloch |
| 2010 | The Complexity of Epistemic Model Checking: Clock Semantics and Branching Time. | Xiaowei Huang, Ron van der Meyden |
| 2010 | Social Recommendation with Interpersonal Influence. | Junming Huang, Xueqi Cheng, Jiafeng Guo, Huawei Shen, Kun Yang |
| 2010 | Using Bayesian Networks in an Industrial Setting: Making Printing Systems Adaptive. | Arjen Hommersom, Peter J. F. Lucas |
| 2010 | Toward Probabilistic Analysis of Guidelines. | Arjen Hommersom |
| 2010 | Data-Driven Detection of Recursive Program Schemes. | Martin Hofmann, Ute Schmid |
| 2010 | Brothers in Arms? On AI Planning and Cellular Automata. | Jrg Hoffmann, Nazim Fats, Hctor Palacios |
| 2010 | Tractable Reasoning with DL-Programs over Datalog-rewritable Description Logics. | Stijn Heymans, Thomas Eiter, Guohui Xiao |
| 2010 | Relative-Order Abstractions for the Pancake Problem. | Malte Helmert, Gabriele Rger |
| 2010 | Stream-Based Reasoning Support for Autonomous Systems. | Fredrik Heintz, Jonas Kvarnstrm, Patrick Doherty |
| 2010 | Refining the Notion of Effort. | Bernhard Heinemann |
| 2010 | Analogical learning using dissimilarity between tree-structures. | Anouar Ben Hassena, Laurent Miclet |
| 2010 | Uncertainty Propagation for Efficient Exploration in Reinforcement Learning. | Alexander Hans, Steffen Udluft |
| 2010 | Bagged Biclustering for Microarray Data. | Blaise Hanczar, Mohamed Nadif |
| 2010 | Linguistic and Temporal Processing for Discovering Hospital Acquired Infection from Patient Records. | Caroline Hagge, Pierre Marchal, Quentin Gicquel, Stfan Jacques Darmoni, Suzanne Pereira, Marie Hlne Metzger |
| 2010 | Investigating Human Speech Processing as a Model for Spoken Dialogue Systems: An Experimental Framework. | Martin Hacker, David Elsweiler, Bernd Ludwig |
| 2010 | A Markov Analysis of Patients Developing Sepsis Using Clusters. | Femida Gwadry-Sridhar, Michael Bauer, Benoit Lewden, Ali Hamou |
| 2010 | BnB-ADOPT | Patricia Gutierrez, Pedro Meseguer |
| 2010 | Dynamic Matching with a Fall-back Option. | Sujit Gujar, David C. Parkes |
| 2010 | Bayesian Monte Carlo for the Global Optimization of Expensive Functions. | Perry Groot, Adriana Birlutiu, Tom Heskes |
| 2010 | Constraint Based Planning with Composable Substate Graphs. | Peter Gregory, Derek Long, Maria Fox |