26 citations · 80 across the 29 of their papers we have counts for
12 papers · 1 filter
Chaotic Variational Auto Encoder based One Class Classifier for Insurance Fraud Detection
K. S. N. V. K. Gangadhar, B. Akhil Kumar, Yelleti Vivek +1
Of late, insurance fraud detection has assumed immense significance owing to the huge financial & reputational losses fraud entails and the phenomenal success of the fraud detectio…
Explainable Artificial Intelligence and Causal Inference based ATM Fraud Detection
Yelleti Vivek, Vadlamani Ravi, Abhay Anand Mane +1
Gaining the trust of customers and providing them empathy are very critical in the financial domain. Frequent occurrence of fraudulent activities affects these two factors. Hence,…
Parallel and Streaming Wavelet Neural Networks for Classification and Regression under Apache Spark
Eduru Harindra Venkatesh, Yelleti Vivek, Vadlamani Ravi +1
Wavelet neural networks (WNN) have been applied in many fields to solve regression as well as classification problems. After the advent of big data, as data gets generated at a bri…
Application of Causal Inference to Analytical Customer Relationship Management in Banking and Insurance
Satyam Kumar, Vadlamani Ravi
Of late, in order to have better acceptability among various domain, researchers have argued that machine intelligence algorithms must be able to provide explanations that humans c…
Explainable Reinforcement Learning on Financial Stock Trading using SHAP
Satyam Kumar, Mendhikar Vishal, Vadlamani Ravi
Explainable Artificial Intelligence (XAI) research gained prominence in recent years in response to the demand for greater transparency and trust in AI from the user communities. T…
Privacy-Preserving Chaotic Extreme Learning Machine with Fully Homomorphic Encryption
Syed Imtiaz Ahamed, Vadlamani Ravi
The Machine Learning and Deep Learning Models require a lot of data for the training process, and in some scenarios, there might be some sensitive data, such as customer informatio…