In this paper we describe COLIN, a forward-chaining heuristic search planner, capable of
reasoning with COntinuous LINear numeric change, in addition to the full temporal …

Planning in hybrid systems is important for dealing with real-world applications. PDDL+
supports this representation of domains with mixed discrete and continuous dynamics, and …

The global growth in urbanisation increases the demand for services including road
transport infrastructure, presenting challenges in terms of mobility. In this scenario …

Real-world applications of AI Planning often require a highly expressive modeling language
to accurately capture important intricacies of target systems. Hybrid systems are ubiquitous …

We live in the Information Age, where most of the personal, business, and administrative
data are collected and managed electronically. However, poor data quality may affect the …

Most model-based agents are ill-equipped to handle novel situations in which their model of
the environment no longer sufficiently represents the world. We introduce HYDRA, an …

Constraint answer set programming (CASP) is an extension of answer set programming that
allows for numerical constraints to be added in the rules. PDDL+ is an extension of the …

Data Cleaning represents a crucial and error prone activity in KDD that might have
unpredictable effects on data analytics, affecting the believability of the whole KDD process …

Large amounts of data are collected by public administrations and healthcare organizations,
the integration of the data scattered in several information systems can facilitate the …

Twitter is a microblogging service where users post not only short messages, but also
images and other multimedia contents. Twitter can be used for analyzing people public …