Ajith Abraham

Negotiation process for bi-objective multi-agent flexible neural tree model

2015

The major issue of researchers in ANN field is the optimization of the training process including time cost and NN structure. In response to the long training time, Multi-Agent architecture of feed forward Flexible Neural …

Special issue HAIS 2012: Recent advancements in hybrid artificial intelligence systems and its application to real-world problems

2015 · Neurocomputing

Dealing with distributed data is one of the challenges for clustering, as most clustering techniques require the data to be centralized. One of them, k-means, has been elected as one of the most influential data …

Handling imbalanced medical datasets: review of a decade of research

2024 · Artificial Intelligence Review

Abstract Machine learning and medical diagnostic studies often struggle with the issue of class imbalance in medical datasets, complicating accurate disease prediction and undermining diagnostic tools. Despite ongoing research efforts, specific characteristics of medical data …