Search Results for author: Aparna S. Varde

Found 9 papers, 0 papers with code

Optical Character Recognition and Transcription of Berber Signs from Images in a Low-Resource Language Amazigh

no code implementations21 Mar 2023 Levi Corallo, Aparna S. Varde

This is achieved by self-creating a corpus of 1862 pre-processed character images; curating the corpus with human-guided annotation; and feeding it into an OCR model via the deployment of CNN for deep learning based on computer vision models.

Optical Character Recognition Optical Character Recognition (OCR) +1

Hey Dona! Can you help me with student course registration?

no code implementations21 Mar 2023 Vishesh Kalvakurthi, Aparna S. Varde, John Jenq

In line with this progress, Dona is an intelligent agent catering to student needs by automated, voice-operated course registration, spanning a multitude of accents, entailing task planning optimization, with some language translation as needed.

Machine Learning Approaches in Agile Manufacturing with Recycled Materials for Sustainability

no code implementations15 Mar 2023 Aparna S. Varde, Jianyu Liang

to find optimal accuracy, efficiency and robustness adequate for sustainable processes; creating domain-specific tools using machine learning for decision support in agile manufacturing; and assessing impacts on sustainability with metrics incorporating the appropriate use of recycled materials as well as the effectiveness of developed products.

Linking Alternative Fuel Vehicles Adoption with Socioeconomic Status and Air Quality Index

no code implementations15 Mar 2023 Anuradha Singh, Jyoti Yadav, Sarahana Shrestha, Aparna S. Varde

This is a study on the potential widespread usage of alternative fuel vehicles, linking them with the socio-economic status of the respective consumers as well as the impact on the resulting air quality index.

Mining GIS Data to Predict Urban Sprawl

no code implementations21 Mar 2021 Anita Pampoore-Thampi, Aparna S. Varde, Danlin Yu

In our work, spatiotemporal features related to real GIS data on urban sprawl such as population growth and demographics are mined to discover knowledge for decision support.

Cyber Intrusion Detection by Using Deep Neural Networks with Attack-sharing Loss

no code implementations17 Mar 2021 Boxiang Dong, Hui, Wang, Aparna S. Varde, Dawei Li, Bharath K. Samanthula, Weifeng Sun, Liang Zhao

To achieve high detection accuracy on imbalanced data, we design a novel attack-sharing loss function that can effectively move the decision boundary towards the attack classes and eliminates the bias towards the majority/benign class.

General Classification Intrusion Detection

Information to Wisdom: Commonsense Knowledge Extraction and Compilation

no code implementations4 Mar 2021 Simon Razniewski, Niket Tandon, Aparna S. Varde

Commonsense knowledge is a foundational cornerstone of artificial intelligence applications.

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