Amit P. Sheth

发表

Towards Semantic Integration of Machine Vision Systems to Aid Manufacturing Event Understanding

Max Kirkpatrick, Kaishu Xia, Clint Saidy, 2021, Sensors.

D istrib u ted G enom e

Amit P. Sheth, J. Miller, J. Arnold, 1999 .

Exo-SIR: An Epidemiological Model to Analyze the Impact of Exogenous Spread of Infection

Amit P. Sheth, Manas Gaur, N. Sivaraman, 2022, ArXiv.

Context-Enriched Learning Models for Aligning Biomedical Vocabularies at Scale in the UMLS Metathesaurus

Vinh Phu Nguyen, Amit P. Sheth, O. Bodenreider, 2022, WWW.

MMTM: Multi-Tasking Multi-Decoder Transformer for Math Word Problems

Amit P. Sheth, Keyur Faldu, Prashant Kikani, 2022, 2206.01268.

Process Knowledge-Infused AI: Toward User-Level Explainability, Interpretability, and Safety

Amit P. Sheth, Manas Gaur, Vedant Khandelwal, 2022, IEEE Internet Computing.

UBERT: A Novel Language Model for Synonymy Prediction at Scale in the UMLS Metathesaurus

Vinh Phu Nguyen, Amit P. Sheth, O. Bodenreider, 2022, ArXiv.

Process Knowledge-infused Learning for Suicidality Assessment on Social Media

Amit P. Sheth, Manas Gaur, Kaushik Roy, 2022, ArXiv.

KSAT: Knowledge-infused Self Attention Transformer - Integrating Multiple Domain-Specific Contexts

Amit P. Sheth, Manas Gaur, Vignesh Narayanan, 2022, ArXiv.

RNAP II CTD Phosphorylated on Threonine-4 Is Required for Histone mRNA 3′ End Processing

Amit P. Sheth, J. Manley, J. Hsin, 2011, Science.

Global trends, local harms: availability of fentanyl-type drugs on the dark web and accidental overdoses in Ohio

Francois R. Lamy, Ramzi W. Nahhas, Jason I. Roden, 2018, Computational and Mathematical Organization Theory.

Tutorial: Neuro-symbolic AI for Mental Healthcare

Amit P. Sheth, Manas Gaur, Usha Lokala, 2022, AIMLSystems.

ProKnow: Process knowledge for safety constrained and explainable question generation for mental health diagnostic assistance

Amit P. Sheth, Vipula Rawte, Manas Gaur, 2023, Frontiers in Big Data.

Learning to Automate Follow-up Question Generation using Process Knowledge for Depression Triage on Reddit Posts

Amit P. Sheth, P. Kumaraguru, Manas Gaur, 2022, CLPSYCH.

"Etazene, safer than heroin and fentanyl": Non-fentanyl novel synthetic opioid listings on one darknet market.

Francois R. Lamy, Amit P. Sheth, M. Barratt, 2021, Drug and alcohol dependence.

ECG Recordings as Predictors of Very Early Autism Likelihood: A Machine Learning Approach

Amit P. Sheth, C. O’Reilly, J. Bradshaw, 2023, Bioengineering.

iMetaverseKG: Industrial Metaverse Knowledge Graph to Promote Interoperability in Design and Engineering Applications

Amit P. Sheth, A. Sheth, Utkarshani Jaimini, 2022, IEEE Internet Computing.

An Ontology for Cardiothoracic Surgical Education and Clinical Data Analytics

Amit P. Sheth, D. Hadley, R. Beygui, 2022, MIE.

Knowledge Graph Guided Semantic Evaluation of Language Models For User Trust

Amit P. Sheth, Vignesh Narayanan, Kaushik Roy, 2023, ArXiv.

Ki-Cook: clustering multimodal cooking representations through knowledge-infused learning

Amit P. Sheth, R. Venkataramanan, Swati Padhee, 2023, Frontiers in big data.

Drug Abuse Ontology to Harness Web-Based Data for Substance Use Epidemiology Research: Ontology Development Study

Francois R. Lamy, Amit P. Sheth, K. Thirunarayan, 2020, JMIR public health and surveillance.

Cook-Gen: Robust Generative Modeling of Cooking Actions from Recipes

Amit P. Sheth, Vignesh Narayanan, Kaushik Roy, 2023, arXiv.org.

IERL: Interpretable Ensemble Representation Learning -- Combining CrowdSourced Knowledge and Distributed Semantic Representations

Amit P. Sheth, Manas Gaur, Vignesh Narayanan, 2023, 2306.13865.

Knowledge-Infused Self Attention Transformers

Amit P. Sheth, Manas Gaur, Vignesh Narayanan, 2023, ArXiv.

KSAT: Knowledge-infused Self Attention Transformer - Integrating Multiple Domain-Specific Contexts

Amit P. Sheth, Manas Gaur, Vignesh Narayanan, 2022, ArXiv.

Knowledge-infused Reinforcement Learning Knowledge-infused Reinforcement Learning

Amit P. Sheth, Manas Gaur, Kaushik Roy, 2023 .

ACM web conference 2023

Amit P. Sheth, Usha Lokala, Utkarshani Jaimini, 2023 .

Tutorials at The Web Conference 2023

Tiago P. Peixoto, Hady W. Lauw, Johanne R. Trippas, 2023, WWW.

Knowledge-Infused Learning: A Sweet Spot in Neuro-Symbolic AI

Shreyansh P. Bhatt, Amit P. Sheth, Manas Gaur, 2022, IEEE Internet Comput..

"Can We Detect Substance Use Disorder?": Knowledge and Time Aware Classification on Social Media from Darkweb

Francois R. Lamy, Amit P. Sheth, Usha Lokala, 2023, ArXiv.

A Computational Approach to Understand Mental Health from Reddit: Knowledge-aware Multitask Learning Framework

Amit P. Sheth, Tanmoy Chakraborty, Usha Lokala, 2022, ICWSM.

Process Knowledge-infused Learning for Clinician-friendly Explanations

Amit P. Sheth, Manas Gaur, Vignesh Narayanan, 2023, ArXiv.

Evaluating Biomedical Word Embeddings for Vocabulary Alignment at Scale in the UMLS Metathesaurus Using Siamese Networks

Vinh Phu Nguyen, Amit P. Sheth, O. Bodenreider, 2022, INSIGHTS.

Knowledge-Driven Drug-Use NamedEntity Recognition with Distant Supervision

Amit P. Sheth, A. Hyder, Srinivas Parthasarathy, 2022, MedInfo.

Tutorials at The Web Conference 2023

Tiago P. Peixoto, Hady W. Lauw, Johanne R. Trippas, 2023, WWW.

Knowledge Graph Empowered Machine Learning Pipelines for Improved Efficiency, Reusability, and Explainability

Amit P. Sheth, M. Foltin, H. Y. Yip, 2023, IEEE Internet Computing.

Neurosymbolic Artificial Intelligence (Why, What, and How)

Amit P. Sheth, Manas Gaur, Kaushik Roy, 2023, IEEE Intelligent Systems.