Leveraging Class Balancing Techniques to Alleviate Algorithmic Bias for Predictive Tasks in Education
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Learning Technologies"
DOI: 10.1109/tlt.2022.3196278
Abstract: Predictive modeling is a core technique used in tackling various tasks in learning analytics research, e.g., classifying educational forum posts, predicting learning performance, and identifying at-risk students. When applying a predictive model, it is often… read more here.
Keywords: accuracy; class; balancing techniques; algorithmic bias ... See more keywords
Load balancing in cloud computing – A hierarchical taxonomical classification
Sign Up to like & getrecommendations! Published in 2019 at "Journal of Cloud Computing"
DOI: 10.1186/s13677-019-0146-7
Abstract: Load unbalancing problem is a multi-variant, multi-constraint problem that degrades performance and efficiency of computing resources. Load balancing techniques cater the solution for load unbalancing situation for two undesirable facets- overloading and under-loading. In contempt… read more here.
Keywords: classification; cloud computing; load balancing; balancing techniques ... See more keywords
Addressing Binary Classification over Class Imbalanced Clinical Datasets Using Computationally Intelligent Techniques
Sign Up to like & getrecommendations! Published in 2022 at "Healthcare"
DOI: 10.3390/healthcare10071293
Abstract: Nowadays, healthcare is the prime need of every human being in the world, and clinical datasets play an important role in developing an intelligent healthcare system for monitoring the health of people. Mostly, the real-world… read more here.
Keywords: class imbalanced; clinical datasets; class; imbalanced clinical ... See more keywords
Dynamic Load Balancing Techniques in the IoT: A Review
Sign Up to like & getrecommendations! Published in 2022 at "Symmetry"
DOI: 10.3390/sym14122554
Abstract: The Internet of things (IoT) extends the Internet space by allowing smart things to sense and/or interact with the physical environment and communicate with other physical objects (or things) around us. In IoT, sensors, actuators,… read more here.
Keywords: dynamic load; techniques iot; iot review; load balancing ... See more keywords