Kelegan | Tech Fluency for an Evolving World

Definitions  In artificial intelligence, Emergence is a situation where complex systems or models show behaviors or properties that were not part of their design or programming, but were developed through the interactions and relationships between ind…

Definition Emotion AI, also referred to as affective computing, or affective AI, is a developing field of artificial intelligence that involves detecting, analyzing, and responding to human emotions [1].  Modern emotional AI systems use several techno…

Definition In artificial intelligence, end-to-end learning is an approach that involves training a single model to perform a task from raw input to final output, without requiring intermediate processing or hand-crafted features [1]. In traditional ma…

Definition An expert system is a computer program that leverages artificial intelligence (AI) technologies to replicate the judgment and behavior of a human or an organization that has experience and a good knowledge of a particular field [1]. An expe…

Definition Federated learning is a machine learning (ML) approach that facilitates the training of AI models across a network of decentralized devices or servers. This empowers multiple devices or systems to act as a team to train a shared model witho…

Definition In machine learning, few-shot learning is a concept with the goal of designing models different from traditional models, that needs just a few training examples - usually 1-10, to learn useful information, thus the term 'few-shot'. …

Definition In artificial intelligence, forward chaining, also referred to as forward reasoning is a data-driven reasoning process that applies rules to known facts to generate new facts or reach a conclusion. The process is iterative in nature and con…