Aman Singh

RSJ Approach for User Authentication

2016

Some of the common works like, upload and retrieval of data, buying and selling things, earning and donating or transaction of money etc., are the most common works performed in daily life through internet. For …

Sequence learning using content and consumption patterns for user path prediction

2019

We introduce a novel model for future/next page prediction in online user journeys that uses a combination of doc2vec webpage representations with an LSTM-based neural network to mine patterns from users' online navigational paths combined …

Combining Data Mining and Visualization: UMAP on ROPE

2024

This research explores data mining techniques for time-series data, focusing on enhancing the performance and interpretability of transformer models through Rotary positioning embedding (RoPE) and probabilistic sparse attention (ProbSparse). RoPE incorporates positional data into the …