Model Transformation: Concept, Current Trends and Challenges

Model Transformation: Concept, Current Trends and Challenges

Model Driven Engineering (MDE) is gaining popularity as an alternative to the code-centric software development approach. Model Transformation (MT) is one of the main components of MDE. MT can be visualized as a program with models as inputs. Model evaluation and processing is automated by a Model Transformation tool. In this paper, we walk through the terminologies involved in MT and elaborate...

Transfer Learning: Current Status, Trends and Challenges

Transfer Learning (TL) has gained significant interest in the Machine Learning (ML) community. Aiming to overcome standard ML learning models assumption that data distributions are the same independently of its origins, a wide variety of works have emerged to tackle this issue. Nowadays, with data available on large amounts and from different applications, and where labeling is a cumbersome tas...

Current trends and challenges in health informatics

Sustainable Biomaterials: Current Trends, Challenges and Applications.

Biomaterials and sustainable resources are two complementary terms supporting the development of new sustainable emerging processes. In this context, many interdisciplinary approaches including biomass waste valorization and proper usage of green technologies, etc., were brought forward to tackle future challenges pertaining to declining fossil resources, energy conservation, and related enviro...

Mobile Phone Sensing: Current Trends and Challenges

The efforts to improve user experience and expand the services offered through mobile phones over the past few years have led to new ways of recollecting data and inferring knowledge about people and their surroundings. This emerging area is known as mobile phone sensing and has been supported by a plethora of devices and sensors. Mobile phone sensing has enabled researchers to migrate from pre...