2 citations · 3 across the 4 of their papers we have counts for
4 papers
Enhancing Explainability and Reliable Decision-Making in Particle Swarm Optimization through Communication Topologies
Nitin Gupta, Indu Bala, Bapi Dutta +2
Swarm intelligence effectively optimizes complex systems across fields like engineering and healthcare, yet algorithm solutions often suffer from low reliability due to unclear con…
Building Interval Type-2 Fuzzy Membership Function: A Deck of Cards based Co-constructive Approach
Bapi Dutta, Diego García-Zamora, José Rui Figueira +1
Since its inception, Fuzzy Set has been widely used to handle uncertainty and imprecision in decision-making. However, conventional fuzzy sets, often referred to as type-1 fuzzy se…
Machine learning for prediction of dose-volume histograms of organs-at-risk in prostate cancer from simple structure volume parameters
Saheli Saha, Debasmita Banerjee, Rishi Ram +7
Dose prediction is an area of ongoing research that facilitates radiotherapy planning. Most commercial models utilise imaging data and intense computing resources. This study aimed…
Data-driven Knowledge Fusion for Deep Multi-instance Learning
Yu-Xuan Zhang, Zhengchun Zhou, Xingxing He +2
Multi-instance learning (MIL) is a widely-applied technique in practical applications that involve complex data structures. MIL can be broadly categorized into two types: tradition…