Search Results for author: Preetam Ghosh

Found 5 papers, 2 papers with code

A Review of Link Prediction Applications in Network Biology

no code implementations3 Dec 2023 Ahmad F. Al Musawi, Satyaki Roy, Preetam Ghosh

In the domain of network biology, the interactions among heterogeneous genomic and molecular entities are represented through networks.

Link Prediction

JobRecoGPT -- Explainable job recommendations using LLMs

no code implementations21 Sep 2023 Preetam Ghosh, Vaishali Sadaphal

Traditional approaches can capture the quantifiable aspects of jobs and candidates, but a substantial portion of the data that is present in unstructured form in the job descriptions and resumes is lost in the process of conversion to structured format.

Neural Network Architecture for Database Augmentation Using Shared Features

1 code implementation2 Feb 2023 William C. Sleeman IV, Rishabh Kapoor, Preetam Ghosh

The popularity of learning from data with machine learning and neural networks has lead to the creation of many new datasets for almost every problem domain.

Data Augmentation

Deep Hyperspectral Unmixing using Transformer Network

1 code implementation31 Mar 2022 Preetam Ghosh, Swalpa Kumar Roy, Bikram Koirala, Behnood Rasti, Paul Scheunders

In this article, we harness the power of transformers to conquer the task of hyperspectral unmixing and propose a novel deep unmixing model with transformers.

Decoder Hyperspectral Image Classification +1

Multimodal Classification: Current Landscape, Taxonomy and Future Directions

no code implementations18 Sep 2021 William C. Sleeman IV, Rishabh Kapoor, Preetam Ghosh

Multimodal classification research has been gaining popularity in many domains that collect more data from multiple sources including satellite imagery, biometrics, and medicine.

Classification

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