Metabolomics by numbers: acquiring and understanding global metabolite data

R Goodacre, S Vaidyanathan, WB Dunn… - TRENDS in …, 2004 - cell.com
In this postgenomic era, there is a specific need to assign function to orphan genes in order
to validate potential targets for drug therapy and to discover new biomarkers of disease …

Here is the evidence, now what is the hypothesis? The complementary roles of inductive and hypothesis‐driven science in the post‐genomic era

DB Kell, SG Oliver - Bioessays, 2004 - Wiley Online Library
It is considered in some quarters that hypothesis‐driven methods are the only valuable,
reliable or significant means of scientific advance. Data‐driven or 'inductive'advances in …

Bridging machine learning and logical reasoning by abductive learning

WZ Dai, Q Xu, Y Yu, ZH Zhou - Advances in Neural …, 2019 - proceedings.neurips.cc
Perception and reasoning are two representative abilities of intelligence that are integrated
seamlessly during human problem-solving processes. In the area of artificial intelligence …

[图书][B] Die Abduktion in der qualitativen Sozialforschung: über die Entdeckung des Neuen

J Reichertz - 2013 - books.google.com
Wie kommt es zur Entdeckung des Neuen in der sozialwissenschaftlichen Forschung?
Konsens herrscht darüber, dass dies allein mit einer gedanklichen Operation möglich ist, die …

Functional genomic hypothesis generation and experimentation by a robot scientist

RD King, KE Whelan, FM Jones, PGK Reiser… - Nature, 2004 - nature.com
The question of whether it is possible to automate the scientific process is of both great
theoretical interest, and increasing practical importance because, in many scientific areas …

[图书][B] Abductive reasoning

A Aliseda - 2006 - Springer
The general purpose of this chapter is to provide a critical analysis on the controversial
enterprise of 'logics of discovery'. It is naturally divided into six parts. After this introduction, in …

Patterns of abduction

G Schurz - Synthese, 2008 - Springer
This article describes abductions as special patterns of inference to the best explanation
whose structure determines a particularly promising abductive conjecture (conclusion) and …

Big data and extreme-scale computing: Pathways to convergence-toward a shaping strategy for a future software and data ecosystem for scientific inquiry

M Asch, T Moore, R Badia, M Beck… - … Journal of High …, 2018 - journals.sagepub.com
Over the past four years, the Big Data and Exascale Computing (BDEC) project organized a
series of five international workshops that aimed to explore the ways in which the new forms …

Systematizing the theoretical virtues

MN Keas - Synthese, 2018 - Springer
There are at least twelve major virtues of good theories: evidential accuracy, causal
adequacy, explanatory depth, internal consistency, internal coherence, universal coherence …

[图书][B] Display and interface design

KB Bennett, JM Flach - 2010 - api.taylorfrancis.com
This book is about display and interface design. It is the product of over 60 years of
combined experience studying, implementing, and teaching about performance in human …