| 2001 | Hybrid Hierarchical Knowledge Organization for Planning. | Bhanu Prasad |
| 2001 | Encodings for Equilibrium Logic and Logic Programs with Nested Expressions. | David Pearce, Hans Tompits, Stefan Woltran |
| 2001 | Representing and Reasoning on Three-Dimensional Qualitative Orientation Point Objects. | Julio Pacheco, M. Teresa Escrig, Francisco Toledo |
| 2001 | SimPlanner: An Execution-Monitoring System for Replanning in Dynamic Worlds. | Eva Onaindia, scar Sapena, Laura Sebastia, Eliseo Marzal |
| 2001 | A Combined Constraint-Based Search Method for Single-Track Railway Scheduling Problem. | Elias Oliveira, Barbara M. Smith |
| 2001 | Proportional Membership in Fuzzy Clustering as a Model of Ideal Types. | Susana Nascimento, Boris G. Mirkin, Fernando Moura-Pires |
| 2001 | A Procedural Semantics for Multi-adjoint Logic Programming. | Jess Medina, Manuel Ojeda-Aciego, Peter Vojts |
| 2001 | Evolution of Cubic Spline Activation Functions for Artificial Neural Networks. | Helmut A. Mayer, Roland Schwaiger |
| 2001 | Argumentation as Distributed Belief Revision: Conflict Resolution in Decentralised Co-operative Multi-agent Systems. | Benedita Malheiro, Eugnio Oliveira |
| 2001 | Towards Provably Complete Stochastic Search Algorithms for Satisfiability. | Ins Lynce, Lus Baptista, Joo Marques-Silva |
| 2001 | On the Use of Multi-dimensional Dynamic Logic Programming to Represent Societal Agents' Viewpoints. | Joo Alexandre Leite, Jos Jlio Alferes, Lus Moniz Pereira |
| 2001 | A Modified Semantics for LUPS. | Joo Alexandre Leite |
| 2001 | Classification Rule Learning with APRIORI-C. | Viktor Jovanoski, Nada Lavrac |
| 2001 | Optimizing the Sharpe Ratio for a Rank Based Trading System. | Thomas Hellstrm |
| 2001 | A Temporal Planning System for Time-Optimal Planning. | Antonio Garrido Tejero, Eva Onaindia, Federico Barber |
| 2001 | Selection Restrictions Acquisition from Corpora. | Pablo Gamallo, Alexandre Agustini, Jos Gabriel Pereira Lopes |
| 2001 | Multi-relational Data Mining: a perspective. | Peter A. Flach |
| 2001 | Non-parametric Nearest Neighbor with Local Adaptation. | Francisco J. Ferrer-Troyano, Jess S. Aguilar-Ruiz, Jos Cristbal Riquelme Santos |
| 2001 | Modelling Agent Societies: Co-ordination Frameworks and Institutions. | Virginia Dignum, Frank Dignum |
| 2001 | A Comparison of GLOWER and other Machine Learning Methods for Investment Decision Making. | Vasant Dhar |
| 2001 | Enabling Agents to Update Their Knowledge and to Prefer. | Pierangelo Dell'Acqua, Lus Moniz Pereira |
| 2001 | Evolving Multi-agent Viewpoints - an Architecture. | Pierangelo Dell'Acqua, Joo Alexandre Leite, Lus Moniz Pereira |
| 2001 | Global Hull Consistency with Local Search for Continuous Constraint Solving. | Jorge Cruz, Pedro Barahona |
| 2001 | Permissive Belief Revision. | Maria R. Cravo, Joo P. Cachopo, Ana C. Cachopo, Joo P. Martins |
| 2001 | Agent Programming in Ciao Prolog. | Francisco Bueno |