avatar

Utkarshani Jaimini

Assistant Professor
University of Michigan
Dearborn, MI
jaimini (at) umich.edu
Book a meeting with me:

Schedule via my calendar


Publications [Google Scholar][DBLP]

  1. IEEE Intelligent Systems
    Causal Neurosymbolic AI: A Synergy Between Causality and Neurosymbolic Methods
    Utkarshani Jaimini, Cory Henson, Amit Sheth
    IEEE Intelligent Systems Volume 3 Issue 3, 2024
    PDF BibTex

  2. ISWC
    Visual Causal Question and Answering with Knowledge Graph Link Prediction
    Utkarshani Jaimini, Cory Henson, Amit Sheth
    International Semantic Web Conference (ISWC), 2024
    PDF Demo BibTex

  3. ISWC
    Causal Knowledge Graph for Scene Understanding in Autonomous Driving
    Utkarshani Jaimini, Cory Henson, Amit Sheth
    International Semantic Web Conference (ISWC), 2024
    PDF BibTex

  4. ISWC
    Causal Neuro-Symbolic AI for Root Cause Analysis in Smart Manufacturing
    Utkarshani Jaimini, Cory Henson, Amit Sheth, Ramy F. Harik
    International Semantic Web Conference (ISWC), 2024
    PDF BibTex

  5. ICHI
    Personalized Bayesian Inference for Explainable Healthcare Management and Intervention
    Utkarshani Jaimini, Krishnaprasad Thirunarayan, Maninder Kalra, Robin Dawson, Amit Sheth
    International Conference on Healthcare Informatics (ICHI), 2024
    PDF BibTex

  6. arxiv
    HyperCausalLP: Causal Link Prediction using Hyper-Relational Knowledge Graph
    Utkarshani Jaimini, Cory Henson, Amit Sheth
    PDF BibTex

  7. arxiv
    Influence of Backdoor Paths on Causal Link Prediction
    Utkarshani Jaimini, Cory Henson, Amit Sheth
    PDF BibTex

  8. arxiv
    CausalLP: Learning Causal Relations with Weighted Knowledge Graph Link Prediction
    Utkarshani Jaimini, Cory Henson, Amit Sheth
    PDF BibTex

  9. WOP@ISWC
    Ontology Design Metapattern for RelationType Role Composition
    Utkarshani Jaimini, Ruwan Wickramarachchi, Cory Henson, Amit Sheth
    15th Workshop on Ontology Design and Patterns – International Semantic Web Conference (ISWC), 2024
    PDF Slides

  10. WWW
    Causal AI for Web and Healthcare
    Utkarshani Jaimini, Usha Lokala, Kaushik Roy, Amit Sheth
    Tutorial at The Web Conference (WWW), 2023
    PDF BibTex

  11. WOP@ISWC
    An Ontology Design Pattern for Representing Causality
    Utkarshani Jaimini, Cory Henson, Amit Sheth
    14th Workshop on Ontology Design and Patterns – International Semantic Web Conference (ISWC), 2023
    PDF BibTex

  12. IEEE Internet Computing
    iMetaverseKG: Industrial Metaverse Knowledge Graph to Promote Interoperability in Design and Engineering Applications
    Utkarshani Jaimini, Tongtao Zhang, Georgia Olympia Brikis, Amit Sheth
    IEEE Internet Computing Volume 26 Issue 6 2022
    PDF BibTex

  13. IEEE Internet Computing
    CausalKG: Causal Knowledge Graph Explainability using interventional and counterfactual reasoning
    Utkarshani Jaimini, Amit Sheth
    IEEE Internet Computing Volume 26 Issue 1 2022
    PDF BibTex

  14. ISWC
    MetaverseKG: Knowledge Graph for Engineering and Design Application in Industrial Metaverse
    Utkarshani Jaimini, Tongtao Zhang, Georgia Olympia Brikis
    International Semantic Web Conference (ISWC), 2022
    PDF BibTex

  15. Book Chapter
    Reasoning over personalized healthcare knowledge graph: a case study of patients with allergies and symptoms
    Amelie Gyrard, Utkarshani Jaimini, Manas Gaur, Saeedeh Shekharpour, Krishnaprasad Thirunarayan, Amit Sheth
    Semantic Models in IoT and Ehealth Applications
    PDF BibTex

  16. Book Chapter
    Personalized Digital Phenotype Score, Healthcare Management and Intervention Strategies Using Knowledge Enabled Digital Health Framework for Pediatric Asthmas
    Utkarshani Jaimini, Amit Sheth
    Recent Advances in Asthma Research and Treatments
    PDF BibTex

  17. ML4H
    Personalized Healthcare and Causal Intervention
    Utkarshani Jaimini, Amit Sheth, Krishnaprasad Thirunarayan, Maninder Kalra, Marco Valtorta
    6th Machine Learning for Health (ML4H) workshop, 34th Conference on Neural Information Processing Systems (NeurIPS), 2020

  18. IC2S2
    Is it Safe for My Child’s Asthma?
    Utkarshani Jaimini, Amit Sheth, Krishnaprasad Thirunarayan, Maninder Kalra, Marco Valtorta
    6th International Conference on Computational Social Science, (IC2S2), 2020
    PDF BibTex

  19. JMIR
    Determination of personalized asthma triggers from multimodal sensing and a mobile app: observational study
    Revathy Venkataramanan, Krishnaprasad Thirunarayan, Utkarshani Jaimini, Dipesh Kadariya, Hong Yung Yip, Maninder Kalra, Amit Sheth
    JMIR pediatrics and parenting (JMIR), Volume 2 Issue 1, 2019
    PDF BibTex

  20. JMIR
    How Is My Child’s Asthma?” digital phenotype and actionable insights for pediatric asthma
    Utkarshani Jaimini, Krishnaprasad Thirunarayan, Maninder Kalra, Revathy Venkataraman, Dipesh Kadariya, Amit Sheth
    JMIR pediatrics and parenting (JMIR), Volume 1 Issue 2, 2018
    PDF BibTex

  21. IEEE intelligent systems
    How will the internet of things enable augmented personalized health?
    Amit Sheth, Utkarshani Jaimini, Hong Yung Yip
    IEEE intelligent systems, Volume 33 Issue 1, 2018
    PDF BibTex

  22. ATS
    Correlating Multimodal Signals with Asthma Control in Children Using kHealth Personalized Digital Health System
    Maninder S Kalra, Amit Sheth, Tanvi Banerjee, Utkarshani Jaimini, Dipesh Kadariya, Vaikunth Sridharan, Krishnaprasad Thirunarayam, Revathy Venkataramanan, Hong Yung Yip
    American Thoracic Society ATS A60. PEDIATRIC ALLERGY AND ASTHMA, 2018
    PDF BibTex

  23. SLEEP
    Feasibility of recording sleep quality and sleep duration using fitbit in children with asthma
    Amit Sheth, Hong Y Yip, Utkarshani Jaimini, Dipesh Kadariya, Vaikunth Sridharan, Revathy Venkataramanan, Tanvi Banerjee, Krishnaprasad Thirunarayan, Maninder Kalra
    SLEEP Society MeetingSLEEP 2018
    PDF

  24. RTSI
    Augmented personalized health: How smart data with IoTs and AI is about to change healthcare
    Amit Sheth, Utkarshani Jaimini, Krishnaprasad Thirunarayan, Tanvi Banerjee
    IEEE international forum on research and technologies for society and industry RTSI, 2017
    PDF BibTex

  25. Journal
    A multisensory approach to monitor bariatric patient’s postsurgical behavior and lessen weight recidivism
    Sarah Sohail, Joon Shim, Revathy Venkataramanan, Utkarshani Jaimini, Dene Berman, Priti Parikh, Amit Sheth
    Surgery for Obesity and Related Diseases Volume 13 Issue 10, 2017
    PDF BibTex

  26. SMARTCOMP
    PhD forum: Multimodal IoT and EMR based smart health application for asthma management in children
    Utkarshani Jaimini
    IEEE International Conference on Smart Computing (SMARTCOMP), 2017
    PDF BibTex

  27. Sensor Letters
    Investigation of an Indoor Air Quality Sensor for Asthma Management in Children
    Utkarshani Jaimini
    IEEE Sensor Letters Volume 1 Issue 2, 2017
    PDF BibTex

  28. INDIACom
    Research network analyses of Indian computer science researchers: Problems and solutions
    Utkarshani Jaimini, Varun Kumar Ojha, Millie Pant, Ajith Abraham
    IEEE International Conference on Computing for Sustainable Global Development (INDIACom), 2015
    PDF BibTex

  29. ICROIT
    Wisdom application in Swarm: A WisSwarm Approach
    Utkarshani Jaimini, Vinod Kumar Panchal
    IEEE International Conference on Reliability Optimization and Information Technology (ICROIT), 2014
    PDF BibTex

  30. C2SPCA
    Swarm Intelligence computational paradigm
    Utkarshani Jaimini, Vinod Kumar Panchal
    IEEE International Conference on Emerging Trends in Communication, Control, Signal Processing and Computing Applications (C2SPCA), 2013
    PDF BibTex