Missing Data Imputation With Granular Semantics and AI-driven Pipeline for Bankruptcy Prediction

no code implementations • 15 Mar 2024 • Debarati Chakraborty, Ravi Ranjan

Then an AI-driven pipeline for bankruptcy prediction has been designed using the proposed granular semantic-based data filling method followed by the solutions to the issues like high dimensional dataset and high class-imbalance in the dataset.

feature selection Imputation

Two-Stage Deep Learning Framework for Quality Assessment of Left Atrial Late Gadolinium Enhanced MRI Images

no code implementations • 13 Oct 2023 • K M Arefeen Sultan, Benjamin Orkild, Alan Morris, Eugene Kholmovski, Erik Bieging, Eugene Kwan, Ravi Ranjan, Ed DiBella, Shireen Elhabian

To address this, we propose a two-stage deep-learning approach for automated LGE-MRI image diagnostic quality assessment.

Contrastive Learning Multi-Task Learning +1

Software Effort Estimation using Neuro Fuzzy Inference System: Past and Present

no code implementations • 26 Dec 2019 • Aditi Sharma, Ravi Ranjan

Most important reason for project failure is poor effort estimation.

A New Clustering Approach for Anomaly Intrusion Detection

no code implementations • 10 Apr 2014 • Ravi Ranjan, G. Sahoo

Clustering techniques of data mining is an interested area of research for detecting possible intrusions and attacks.

Clustering Intrusion Detection