State of the art: Reproducibility in artificial intelligence

OE Gundersen, S Kjensmo - Proceedings of the AAAI conference on …, 2018 - ojs.aaai.org
Background: Research results in artificial intelligence (AI) are criticized for not being
reproducible. Objective: To quantify the state of reproducibility of empirical AI research using …

Proposed requirements for cardiovascular imaging-related machine learning evaluation (PRIME): a checklist: reviewed by the American College of Cardiology …

PP Sengupta, S Shrestha, B Berthon, E Messas… - Cardiovascular …, 2020 - jacc.org
Abstract Machine learning (ML) has been increasingly used within cardiology, particularly in
the domain of cardiovascular imaging. Due to the inherent complexity and flexibility of ML …

Rational quantitative attribution of beliefs, desires and percepts in human mentalizing

CL Baker, J Jara-Ettinger, R Saxe… - Nature Human …, 2017 - nature.com
Social cognition depends on our capacity for 'mentalizing', or explaining an agent's
behaviour in terms of their mental states. The development and neural substrates of …

[PDF][PDF] Open language learning for information extraction

M Schmitz, S Soderland, R Bart… - Proceedings of the 2012 …, 2012 - aclanthology.org
Abstract Open Information Extraction (IE) systems extract relational tuples from text, without
requiring a pre-specified vocabulary, by identifying relation phrases and associated …

[PDF][PDF] Metaheuristics: From Design to Implementation

EG Talbi - John Wiley & Sons google schola, 2009 - zeus.inf.ucv.cl
A unified view of metaheuristics This book provides a complete background on
metaheuristics and shows readers how to design and implement efficient algorithms to solve …

Hybrid metaheuristics in combinatorial optimization: A survey

C Blum, J Puchinger, GR Raidl, A Roli - Applied soft computing, 2011 - Elsevier
Research in metaheuristics for combinatorial optimization problems has lately experienced
a noteworthy shift towards the hybridization of metaheuristics with other techniques for …

[LIBRO][B] An introduction to information retrieval

CD Manning - 2009 - edl.emi.gov.et
As recently as the 1990s, studies showed that most people preferred getting information
from other people rather than from information retrieval systems. Of course, in that time …

[LIBRO][B] Clever algorithms: nature-inspired programming recipes

J Brownlee - 2011 - books.google.com
This book provides a handbook of algorithmic recipes from the fields of Metaheuristics,
Biologically Inspired Computation and Computational Intelligence that have been described …

[LIBRO][B] The age of spiritual machines: When computers exceed human intelligence

R Kurzweil - 2000 - books.google.com
The inventor of the most innovative and compelling technology of our era, an international
authority on artificial intelligence, and bestselling author of The Singularity is Nearer now …

Action understanding as inverse planning

CL Baker, R Saxe, JB Tenenbaum - Cognition, 2009 - Elsevier
Humans are adept at inferring the mental states underlying other agents' actions, such as
goals, beliefs, desires, emotions and other thoughts. We propose a computational …