Publications

Publications by categories in reversed chronological order.

2024

  1. ICHI
    Using Generative Large Language Models for Hierarchical Relationship Prediction in Medical Ontologies
    Hao Liu , Shuxin Zhou , Zhehuan Chen , Yehoshua Perl , and Jiayin Wang
    12th IEEE International Conference on Healthcare Informatics (accepted), Mar 2024
  2. Facilitating COVID recognition from X-rays with computer vision models and transfer learning
    Aparna S Varde , Divydharshini Karthikeyan , and Weitian Wang
    Multimedia Tools and Applications, Mar 2024

2023

  1. ICBD
    Comprehensive cough data analysis on CODA TB
    Jyoti Yadav , Aparna S Varde , and Lei Xie
    2023 IEEE International Conference on Big Data (BigData), Mar 2023
  2. UEMCON
    Enhancing Cloud Security Posture for Ubiquitous Data Access with a Cybersecurity Framework Based Management Tool
    Gregory Coppola , Aparna S Varde , and Jiacheng Shang
    2023 IEEE 14th Annual Ubiquitous Computing, Electronics and Mobile Communication Conference (UEMCON), Mar 2023
  3. ICTAI
    Hybrid CNN-LSTM and Domain Modeling in Climate-Energy Analysis for a Smart Environment
    Sarahana Shrestha , Brian Buckley , Aparna S Varde , and Daniel Cwynar
    2023 IEEE 35th International Conference on Tools with Artificial Intelligence (ICTAI), Mar 2023
  4. SIGWEB
    Roles of the Web in Commercial Energy Efficiency: IoT, Cloud Computing, and Opinion Mining
    Sarahana Shrestha , and Aparna S Varde
    ACM SIGWEB Newsletter, Mar 2023
  5. ACM
    Extracting cultural commonsense knowledge at scale
    Tuan-Phong Nguyen , Simon Razniewski , Aparna Varde , and Gerhard Weikum
    Proceedings of the ACM Web Conference 2023, Mar 2023
  6. Hey Dona! Can you help me with student course registration?
    Vishesh Kalvakurthi , Aparna S Varde , and John Jenq
    arXiv preprint arXiv:2303.13548, Mar 2023
  7. Linking alternative fuel vehicles adoption with socioeconomic status and air quality index
    Anuradha Singh , Jyoti Yadav , Sarahana Shrestha , and Aparna S Varde
    arXiv preprint arXiv:2303.08286, Mar 2023
  8. Commonsense based text mining on urban policy
    Manish Puri , Aparna S Varde , and Gerard Melo
    Language Resources and Evaluation, Mar 2023
  9. ACM
    Temporal Ordinance Mining for Event-Driven Social Media Reaction Analytics
    Aparna S Varde , Gerard De Melo , and Boxiang Dong
    Companion Proceedings of the ACM Web Conference 2023, Mar 2023
  10. Personalizing text-to-image diffusion models by fine-tuning classification for AI applications
    Rafael Hidalgo , Nesreen Salah , Rajiv Chandra Jetty , Anupama Jetty , and Aparna S Varde
    Intelligent Systems Conference, Mar 2023
  11. Machine learning approaches in agile manufacturing with recycled materials for sustainability
    Aparna S Varde , and Jianyu Liang
    arXiv preprint arXiv:2303.08291, Mar 2023
  12. ACM
    Web Perspectives in Robotics Applications: Commonsense Knowledge, Autonomous Vehicles and Human-Robot Collaboration
    Christopher J Conti , Aparna S Varde , and Weitian Wang
    ACM SIGWEB Newsletter, Mar 2023
  13. Predictive Analysis of Bank Marketing for Financial Decision Support and Smart Economy
    Hiral Vashi , Jyoti Yadav , and Aparna S Varde
    Intelligent Systems Conference, Mar 2023

2022

  1. Human-robot collaboration with commonsense reasoning in smart manufacturing contexts
    Christopher J Conti , Aparna S Varde , and Weitian Wang
    IEEE Transactions on Automation Science and Engineering, Mar 2022
  2. A Framework for German-English Machine Translation with GRU RNN
    Levi Corallo , Guanghui Li , Kenna Reagan , Abhishek Saxena , Aparna S Varde , and Brandon Wilde
    EDBT/ICDT Workshops, Mar 2022
  3. ACM
    Management of implicit requirements data in large srs documents: taxonomy and techniques
    Dev Dave , Angelica Celestino , Aparna S Varde , and Vaibhav Anu
    ACM SIGMOD Record, Mar 2022
  4. IntelliSys
    Search methods in motion planning for mobile robots
    Laura Paulino , Correy Hannum , Aparna S Varde , and Christopher J Conti
    Intelligent Systems and Applications: Proceedings of the 2021 Intelligent Systems Conference (IntelliSys) Volume 3, Mar 2022
  5. TKDD
    Computational estimation by scientific data mining with classical methods to automate learning strategies of scientists
    Aparna S Varde
    ACM Transactions on Knowledge Discovery from Data (TKDD), Mar 2022
  6. ICTAI
    Enriching Smart Cities by Optimizing Electric Vehicle Ride-Sharing through Game Theory
    Darko Radakovic , Anuradha Singh , Aparna S Varde , and Pankaj Lal
    2022 IEEE 34th International Conference on Tools with Artificial Intelligence (ICTAI), Mar 2022
  7. ICBD
    Evolving Perceptions of Mental Health on Social Media and their Medical Impacts
    Kenna Reagan , Aparna S Varde , and Lei Xie
    2022 IEEE International Conference on Big Data (Big Data), Mar 2022
  8. Prediction tool on fine particle pollutants and air quality for environmental engineering
    Aparna S Varde , Abidha Pandey , and Xu Du
    SN Computer Science, Mar 2022
  9. CSK-SNIFFER: Commonsense Knowledge for Sniffing Object Detection Errors.
    Anurag Garg , Niket Tandon , and Aparna S Varde
    EDBT/ICDT Workshops, Mar 2022
  10. ICBD
    Inferring Phylogenetic Relationships using the Smith-Waterman Algorithm and Hierarchical Clustering
    Rafael Hidalgo , Anthony DeVito , Nesreen Salah , Aparna S Varde , and Robert W Meredith
    2022 IEEE International Conference on Big Data (Big Data), Mar 2022
  11. ICBD
    CSK-Detector: Commonsense in object detection
    Irina Chernyavsky , Aparna S Varde , and Simon Razniewski
    2022 IEEE International Conference on Big Data (Big Data), Mar 2022