Results 51 to 60 of about 2,756,498 (272)
Data interpretation method of coal-rock interface detection based on ground penetrating radar
For problems that existing coal-rock interface identification methods lacked research on characteristics of coal-rock seam and were unable to interpret data well, a data interpretation method of coal-rock interface detection was proposed combining with ...
MIAO Shuguang+3 more
doaj +1 more source
Framing Bias in the Interpretation of Quality Improvement Data: Evidence From an Experiment [PDF]
Background A growing body of public management literature sheds light on potential shortcomings to quality improvement (QI) and performance management efforts. These challenges stem from heuristics individuals use when interpreting data.
Andrew Ballard
doaj +1 more source
Personalized Interpretable Classification [PDF]
How to interpret a data mining model has received much attention recently, because people may distrust a black-box predictive model if they do not understand how the model works. Hence, it will be trustworthy if a model can provide transparent illustrations on how to make the decision.
arxiv
Social context prevents heat hormetic effects against mutagens during fish development
This study shows that sublethal heat stress protects fish embryos against ultraviolet radiation, a concept known as ‘hormesis’. However, chemical stress transmission between fish embryos negates this protective effect. By providing evidence for the mechanistic molecular basis of heat stress hormesis and interindividual stress communication, this study ...
Lauric Feugere+5 more
wiley +1 more source
Introduction & Objective: Initial information is necessary for decision and policy making. A weak information system leads to poor decision-making but the accuracy of data registration and collection can be a valid supporter for assessing health system ...
Alireza Soltanian+3 more
doaj
The article describes a classification system termed “extended functional groups” (EFG), which are an extension of a set previously used by the CheckMol software, that covers in addition heterocyclic compound classes and periodic table groups.
Elena S. Salmina+2 more
doaj +1 more source
Enforcing Interpretability and its Statistical Impacts: Trade-offs between Accuracy and Interpretability [PDF]
To date, there has been no formal study of the statistical cost of interpretability in machine learning. As such, the discourse around potential trade-offs is often informal and misconceptions abound. In this work, we aim to initiate a formal study of these trade-offs.
arxiv
Interpreting and generalizing deep learning in physics-based problems with functional linear models [PDF]
Although deep learning has achieved remarkable success in various scientific machine learning applications, its opaque nature poses concerns regarding interpretability and generalization capabilities beyond the training data. Interpretability is crucial and often desired in modeling physical systems.
arxiv
Urine is a rich source of biomarkers for cancer detection. Tumor‐derived material is released into the bloodstream and transported to the urine. Urine can easily be collected from individuals, allowing non‐invasive cancer detection. This review discusses the rationale behind urine‐based cancer detection and its potential for cancer diagnostics ...
Birgit M. M. Wever+1 more
wiley +1 more source
PRESUPPOSITION STRATEGIES IN DATA INTERPRETATION: CORPUS DATA ANALYSIS
This study aims to describe the proses of data interpretation using presupposition strategy. Generally, presupposition refers to what the speaker assumes to be the case before making an utterance (Yule, 1996: 42).
Mohamad Suhaizi Suhaimi, Maslida Yusof
doaj +1 more source