ILP turns 20: biography and future challenges
Abstract Inductive Logic Programming (ILP) is an area of Machine Learning which has now
reached its twentieth year. Using the analogy of a human biography this paper recalls the …
reached its twentieth year. Using the analogy of a human biography this paper recalls the …
[HTML][HTML] Nonmonotonic abductive inductive learning
O Ray - Journal of Applied Logic, 2009 - Elsevier
Inductive Logic Programming (ILP) is concerned with the task of generalising sets of positive
and negative examples with respect to background knowledge expressed as logic …
and negative examples with respect to background knowledge expressed as logic …
Evidence-based absorption, distribution, metabolism, excretion (ADME) and its interplay with alternative toxicity methods
Abstract ADME (absorption, distribution, metabolism, elimination) has rapidly evolved over
the past two decades, creating a unique interdisciplinary interface between medicinal …
the past two decades, creating a unique interdisciplinary interface between medicinal …
Networking agroecology: integrating the diversity of agroecosystem interactions
Worldwide demand for food will increase dramatically in the future as global human
population grows. Increasing efficiency of crop production is unlikely to be sufficient to meet …
population grows. Increasing efficiency of crop production is unlikely to be sufficient to meet …
Structured machine learning: the next ten years
The field of inductive logic programming (ILP) has made steady progress, since the first ILP
workshop in 1991, based on a balance of developments in theory, implementations and …
workshop in 1991, based on a balance of developments in theory, implementations and …
Construction and validation of food webs using logic-based machine learning and text mining
Network ecology holds great promise as an approach to modelling and predicting the effects
of agricultural management on ecosystem service provision, as it bridges the gap between …
of agricultural management on ecosystem service provision, as it bridges the gap between …
Metabonomics approaches and the potential application in foodsafety evaluation
It is essential that the novel biomarkers discovered by means of advanced detection tools
based on metabonomics could be used for long-term monitoring in food safety. By …
based on metabonomics could be used for long-term monitoring in food safety. By …
Analyzing pathways using ASP-based approaches
This paper contributes to a line of research which aims to combine numerical information
with logical inference in order to find the most likely states of a biological system under …
with logical inference in order to find the most likely states of a biological system under …
[HTML][HTML] Gene function hypotheses for the Campylobacter jejuni glycome generated by a logic-based approach
MJE Sternberg, A Tamaddoni-Nezhad, VI Lesk… - Journal of molecular …, 2013 - Elsevier
Increasingly, experimental data on biological systems are obtained from several sources
and computational approaches are required to integrate this information and derive models …
and computational approaches are required to integrate this information and derive models …
A survey of formalisms for representing and reasoning with scientific knowledge
With the rapid growth in the quantity and complexity of scientific knowledge available for
scientists, and allied professionals, the problems associated with harnessing this knowledge …
scientists, and allied professionals, the problems associated with harnessing this knowledge …