Easily interpreted

Associative Classification is an interesting approach in data mining to create more accurate and easily interpretable predictive systems. This approach is often built on both association rule mining and classification techniques, to find a set of rules called association rules for classification (CAR) of label attributes.

7p viohoyo 25-04-2024 2 2   Download

To facilitate patient disease subset and risk factor identification by constructing a pipeline which is generalizable, provides easily interpretable results, and allows replication by overcoming electronic health records (EHRs) batch effects.

9p vighostrider 25-05-2023 5 2   Download

High-throughput assays for measuring the three-dimensional (3D) configuration of DNA have provided unprecedented insights into the relationship between DNA 3D configuration and function. Data interpretation from assays such as ChIA-PET and Hi-C is challenging because the data is large and cannot be easily rendered using standard genome browsers.

9p vialfrednobel 29-01-2022 19 0   Download

The ability to compare samples or studies easily using metabarcoding so as to better interpret microbial ecology results is an upcoming challenge. A growing number of metabarcoding pipelines are available, each with its own benefits and limitations.

21p vikentucky2711 26-11-2020 10 1   Download

Recent interest in reference-free deconvolution of DNA methylation data has led to several supervised methods, but these methods do not easily permit the interpretation of underlying cell types.

15p vioklahoma2711 19-11-2020 7 1   Download

Prioritization of sequence variants for diagnosis and discovery of Mendelian diseases is challenging, especially in large collections of whole genome sequences (WGS). Fast, scalable solutions are needed for discovery research, for clinical applications, and for curation of massive public variant repositories such as dbSNP and gnomAD.

13p viconnecticut2711 28-10-2020 11 1   Download

The Top Scoring Pair (TSP) classifier, based on the concept of relative ranking reversals in the expressions of pairs of genes, has been proposed as a simple, accurate, and easily interpretable decision rule for classification and class prediction of gene expression profiles.

13p viconnecticut2711 28-10-2020 20 1   Download

JavaScript has become more and more popular in recent years because its rich feature set as being dynamic, interpreted and object-oriented with first-class functions. Furthermore, JavaScript is designed with event-driven and I/O non-blocking model that boosts the performance of overall application especially in the case of Node.js. To take advantage of these characteristics, many design patterns that implement asynchronous programming for JavaScript were proposed.

12p trinhthamhodang1214 05-08-2020 36 1   Download

ntroduction of new agricultural technology created growing realization of soil physical properties limiting crop production. However, soil physical changes and their impact on crop production are less easily realized because of their exceedingly complex and dynamic nature. Since the nature and arrangement of aggregates in soils could be expected to have a profound influence on pore space, which in turn would govern air and water relations, wide use has been made of aggregate analyses to evaluate spot physical conditions.

11p angicungduoc5 14-06-2020 16 0   Download

Chapter 4, Drug orders. This chapter begins with the seven rights of medication administration, abbreviations, and controlled substances. This chapter shows the various ways in which drug orders may be written and how to interpret physicians’ orders and prescriptions. It emphasizes safety and shows how drug orders and prescriptions can easily be misread, giving added detail to detecting errors and forged or altered prescriptions.

66p whocare_e 04-10-2016 47 3   Download

This book is first of all about golf course architecture. It begins with the writings of the earliest architects of golf courses because their books are not easily come by and the similarity of their philosophy and ours is of significance. Having mostly the same aims, their results were noticeably different but this is probably of less significance, given the infinite variety of their sites and local variations in interpreting their instructions.

226p bunmang_1 08-05-2013 61 9   Download

We describe the early stage of our methodology of knowledge acquisition from technical texts. First, a partial morpho-syntactic analysis is performed to extract "candidate terms". Then, the knowledge engineer, assisted by an automatic clustering tool, builds the "conceptual fields" of the domain. We focus on this conceptual analysis stage, describe the data prepared from the results of the morpho-syntactic analysis and show the results of the clustering module and their interpretation.

3p bunthai_1 06-05-2013 79 5   Download

The data described above allow us to calculate the number of years of a given student’s early childhood in which television sig- nals were available. In order to make the magnitudes we measure in the analysis below more easily interpretable, we will also use data on the rate at which television ownership actually diffused among households in each county. We will use the term televi- sion exposure to refer to the expected number of years a child’s household owned a television during the child’s preschool years.

0p dambaotaikhoan 06-05-2013 49 4   Download

Thematic knowledge is a basis of semamic interpretation. In this paper, we propose an acquisition method to acquire thematic knowledge by exploiting syntactic clues from training sentences. The syntactic clues, which may be easily collected by most existing syntactic processors, reduce the hypothesis space of the thematic roles. The ambiguities may be further resolved by the evidences either from a trainer or from a large corpus.

8p bunmoc_1 20-04-2013 44 1   Download

.Cambridge Studies in Biological and Evolutionary Anthropology 31 Paleodemography: age distributions from skeletal samples Paleodemography is the field of inquiry that attempts to identify demographic parameters from past populations (usually skeletal samples) derived from archaeological contexts, and then to make interpretations regarding the health and well-being of those populations. However, paleodemographic theory relies on several assumptions that cannot easily be validated by the researcher and, if incorrect, can lead to large errors or biases.

274p xunu1311 03-11-2012 46 2   Download

Web 3.0 or Semantic Web is known as web evolution in which web content can be expressed in natural language and in an easy form that can be understood, interpreted and used by software agents in finding, sharing and integrating information more easily and conveniently as never before. John Markoff, a journalist from the New York Times first coined this term in 2006 which later came in practice. As an effective web development and a sequel to web 2.0, web 3.0 is a third generation Internet based service that gives you an added advantage of the internet technology....

16p taurus23 26-09-2012 67 7   Download

This is a fully revised and updated edition of the major work that teaches health professionals to utilize the 12-lead ECG in daily clinical practice. It deals with the analysis of the morphology of ECG waveforms in order to diagnose many conditions not related to rhythm, including ischemia, acute myocardial infarction, and hypertrophy of the heart muscle. Almost all other texts of morphologic interpretation for non-cardiologists rely heavily on memorizing electrocardiographic patterns.

176p ken333 14-06-2012 94 24   Download

This book is not a systematic textbook about echocardiography. It provides a scheme for the interpretation of a study as an aide-memoire for the experienced echocardiographer or interpreting physician and as a learning tool for the beginner. Since the first edition, the text has been extensively revised by the inclusion of new guidelines, grading criteria, and normal data, including Doppler tissue imaging. It has also been reformatted to be more easily accessible. New chapters have been added on cardiac resynchronization and the atria.

160p crazy_sms 09-05-2012 85 17   Download

Why do we process images? Image Processing has been developedin response to three major problems concerned with pictures: Picture digitization and coding to facilitate transmission, printing and storage of pictures. Picture enhancement and restoration in order, for example, to interpret more easily pictures of the surface of other planets taken by various probes. Picture segmentation and description as an early stage in Machine Vision.

20p huggoo 20-08-2010 75 10   Download

integer arithmetic modulo some large prime N +1, and the N th root of 1 by the modulo arithmetic equivalent. Strictly speaking, these are not Fourier transforms at all, but the properties are quite similar and computational speed can be far superior. On the other hand, their use is somewhat restricted to quantities like correlations and convolutions since the transform itself is not easily interpretable as a “frequency” spectrum.

12p babyuni 17-08-2010 90 5   Download