Browsing Tetherless World Publications by Issue Date
Now showing items 21-40 of 729
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Understanding Clinician Workflows to Design AI Risk Prediction Models
(AMIA, 2022-04) -
Knowledge graphs: Introduction, history, and perspectives
(Wiley, 2022-03-31)Knowledge graphs (KGs) have emerged as a compelling abstraction for organizing the world's structured knowledge and for integrating information extracted from multiple data sources. They are also beginning to play a central ... -
Auto-Transfer: Learning to Route Transferrable Representations
(International Conference on Learning Representations, 2022-03-15)Knowledge transfer between heterogeneous source and target networks and tasks has received a lot of attention in recent times as large amounts of quality labeled data can be difficult to obtain in many applications. Existing ... -
A Theoretically Grounded Benchmark for Evaluating Machine Commonsense
(arXiv, 2022-03)Programming machines with commonsense reasoning (CSR) abilities is a longstanding challenge in the Artificial Intelligence community. Current CSR benchmarks use multiple-choice (and in relatively fewer cases, generative) ... -
End-to-End Table Question Answering via Retrieval-Augmented Generation
(arXiv, 2022-03)Most existing end-to-end Table Question Answering (Table QA) models consist of a two-stage framework with a retriever to select relevant table candidates from a corpus and a reader to locate the correct answers from table ... -
InDO: the Institute Demographic Ontology
(Springer, Cham, 2022-01-01)Graduate education institutes in the United States (US) have been working on programs to increase the number of students and faculty from marginalized communities. When choosing to pursue a doctoral degree, the common ... -
Incentivized Research Data Sharing, Reusing, and Repurposing with Blockchain Technologies
(University of Hawaii at Manoa, 2022)Data sharing is very important for accelerating scientific research, business innovations, and for informing individuals. Yet, concerns over data privacy, cost, and lack of secure data-sharing solutions have prevented data ... -
A Mathematics Pipeline to Student Success in Data Analytics through Course-Based Undergraduate Research
(The Mathematics Enthusiast, 2021-12-16)This paper reports on Data Analytics Research (DAR), a course-based undergraduate research experience (CURE) in which undergraduate students conduct data analysis research on open real- world problems for industry, university, ... -
Developing the Cross-Disciplinary Information Model for NASA’s Science Mission Directorate
(AGU, 2021-12)The five divisions of NASAs Science Mission Directorate (SMD) represent a very broad spectrum of academic disciplines, ranging from Astronomy, to Planetary science, to Heliophysics, Earth science, Biology and Physical ... -
InDO: the Institute Demographic Ontology
(Springer, Cham, 2021-11-22)Graduate education institutes in the United States (US) have been working on programs to increase the number of students and faculty from marginalized communities. When choosing to pursue a doctoral degree, the common ... -
Enhancing Clinical Relevance of Health Behavior Insights via Semantics
(AMIA, 2021-11) -
Geospatial Reasoning with shapefiles for Supporting Policy Decisions
(2021-10-12)Policies are authoritative assets that are present in multiple domains to support decision-making. They describe what actions are allowed or recommended when domain entities and their attributes satisfy certain criteria. ... -
Dimensions of Commonsense Knowledge
(Knowledge-Based Systems, 2021-10-11)Commonsense knowledge is essential for many AI applications, including those in natural language processing, visual processing, and planning. Consequently, many sources that include commonsense knowledge have been designed ... -
Personal Health Knowledge Graph for Clinically Relevant Diet Recommendations
(AKBC, 2021-10)We propose a knowledge model for capturing dietary preferences and personal context to provide personalized dietary recommendations. We develop a knowledge model called the Personal Health Ontology, which is grounded in ... -
The Punya Platform: Building Mobile Research Apps with Linked Data and Semantic Features
(Springer, Cham, 2021-10)Modern smartphones offer advanced sensing, connectivity, and processing capabilities for data acquisition, processing, and generation: but it can be difficult and costly to develop mobile research apps that leverage these ... -
BlockIoT: Blockchain-based Health Data Integration using IoT Devices
(arXiv, 2021-10)The development and adoption of Electronic Health Records (EHR) and health monitoring Internet of Things (IoT) Devices have enabled digitization of patient records and has also substantially transformed the healthcare ... -
AnaXNet: Anatomy Aware Multi-label Finding Classification in Chest X-Ray
(Springer-Verlag, Berlin, Heidelberg, 2021-09-27)Radiologists usually observe anatomical regions of chest X-ray images as well as the overall image before making a decision. However, most existing deep learning models only look at the entire X-ray image for classification, ... -
The Problem of Fairness in Synthetic Healthcare Data
(Entropy (Basel, Switzerland), 2021-09)Access to healthcare data such as electronic health records (EHR) is often restricted by laws established to protect patient privacy. These restrictions hinder the reproducibility of existing results based on private ... -
Knowledge Graphs
(Springer, Cham, 2021-09)This book provides a comprehensive and accessible introduction to knowledge graphs, which have recently garnered notable attention from both industry and academia. Knowledge graphs are founded on the principle of applying ...