Machine-Learning Tool Solves Metamaterial Jigsaw

Supporting JIGSAW-Type Collaborative Learning

JIGSAW is a well-known technique for collaborative learning. Students typically use it in a face-to-face setting without computer support. This paper describes a Webbased tool for both the preparation of the collaborative learning activities and the execution of the activities. The teachers design and prepare collaborative learning activities and the proposal is they do it in a collaborative wa...

Machine Learning : a tool to supportimproved usability ?

Machine learning: an indispensable tool in bioinformatics.

The increase in the number and complexity of biological databases has raised the need for modern and powerful data analysis tools and techniques. In order to fulfill these requirements, the machine learning discipline has become an everyday tool in bio-laboratories. The use of machine learning techniques has been extended to a wide spectrum of bioinformatics applications. It is broadly used to ...

Runway: machine learning model experiment management tool

Runway is a cloud-native tool for managing machine learning experiments and their associated models. The iterative nature of developing models results in a large number of experiments and models that are often managed in an ad hoc manner. Runway is a workflow and framework independent tool that centrally manages and maintains metadata and links to artifacts needed to reproduce models and experi...

Machine Learning Tool for Automatic ASA Detection

The application of machine learning tools has shown its advantages in medical aided decision. This paper presents the implementation of three supervised learning algorithms: the C4.5 decision tree classi er, the Support Vector Machines (SVM) and the Multilayer Perceptron MLP's in MATLAB environment, on the preoperative assessment database. The classi cation models were trained using a new datab...