Jacob Whitehill

Jacob Whitehill

Worcester Polytechnic Institute

H-index: 29

North America-United States

About Jacob Whitehill

Jacob Whitehill, With an exceptional h-index of 29 and a recent h-index of 20 (since 2020), a distinguished researcher at Worcester Polytechnic Institute, specializes in the field of Artificial Intelligence.

His recent articles reflect a diverse array of research interests and contributions to the field:

Automatic Speech Recognition Tuned for Child Speech in the Classroom

From learning optimization to learner flourishing: Reimagining AI in Education at the Institute for Student‐AI Teaming (iSAT)

Compositional clustering: Applications to multi-label object recognition and speaker identification

Automated Evaluation of Classroom Instructional Support with LLMs and BoWs: Connecting Global Predictions to Specific Feedback

In Search of Negative Moments: Multi-Modal Analysis of Teacher Negativity in Classroom Observation Videos.

Hold that pose: capturing cervical dystonia's head deviation severity from video

Automatic Pain Estimation System

How indoor environment quality affected college students’ mental health and learning performance during COVID-19: a long-term study

Jacob Whitehill Information

University

Position

___

Citations(all)

5649

Citations(since 2020)

2500

Cited By

4185

hIndex(all)

29

hIndex(since 2020)

20

i10Index(all)

55

i10Index(since 2020)

39

Email

University Profile Page

Google Scholar

Jacob Whitehill Skills & Research Interests

Artificial Intelligence

Top articles of Jacob Whitehill

Title

Journal

Author(s)

Publication Date

Automatic Speech Recognition Tuned for Child Speech in the Classroom

Rosy Southwell

Wayne Ward

Viet Anh Trinh

Charis Clevenger

Clay Clevenger

...

2024/4/14

From learning optimization to learner flourishing: Reimagining AI in Education at the Institute for Student‐AI Teaming (iSAT)

AI Magazine

Sidney K D'Mello

Quentin Biddy

Thomas Breideband

Jeffrey Bush

Michael Chang

...

2024/3

Compositional clustering: Applications to multi-label object recognition and speaker identification

Pattern Recognition

Zeqian Li

Xinlu He

Jacob Whitehill

2023/12/1

Automated Evaluation of Classroom Instructional Support with LLMs and BoWs: Connecting Global Predictions to Specific Feedback

arXiv preprint arXiv:2310.01132

Jacob Whitehill

Jennifer LoCasale-Crouch

2023/10/2

In Search of Negative Moments: Multi-Modal Analysis of Teacher Negativity in Classroom Observation Videos.

International Educational Data Mining Society

Zilin Dai

Andrew McReynolds

Jacob Whitehill

2023

Hold that pose: capturing cervical dystonia's head deviation severity from video

Annals of Clinical and Translational Neurology

Zheng Zhang

Elizabeth Cisneros

Ha Yeon Lee

Jeanne P Vu

Qiyu Chen

...

2022/5

Automatic Pain Estimation System

Jacob Richard Whitehill

2022/3/4

How indoor environment quality affected college students’ mental health and learning performance during COVID-19: a long-term study

Xingtong Guo

Angela C Incollingo Rodriguez

Soroush Farzin

Jacob Richard Whitehill

Steven Van Dessel

...

2022

Method and apparatus for estimating emotional quality using machine learning

2022/9/6

Can the Mathematical Correctness of Object Configurations Affect the Accuracy of Their Perception?

Han Jiang

Zeqian Li

Jacob Whitehill

2022

How to Give Imperfect Automated Guidance to Learners: A Case-Study in Workplace Learning

Jacob Whitehill

Amitai Erfanian

2022/7/27

Interdisciplinary approaches to getting ai experts and education stakeholders talking

Rachel Dickler

Shiran Dudy

Areej Mawasi

Jacob Whitehill

Alayne Benson

...

2022/7/26

Learning to work in a materials recovery facility: Can humans and machines learn from each other?

Harrison Kyriacou

Anand Ramakrishnan

Jacob Whitehill

2021/4/12

Compositional Clustering for Multi-Label Few-Shot Learning

arXiv e-prints

Zeqian Li

Xinlu He

Jacob Whitehill

2021/9

Harnessing Geometric Constraints from Emotion Labels to improve Face Verification

arXiv preprint arXiv:2103.03862

Anand Ramakrishnan

Minh Pham

Jacob Whitehill

2021/3/5

Compositional Affinity Propagation: When Clusters Have Compositional Structure

arXiv e-prints

Jacob Whitehill

Zeqian Li

2021/9

Text Representations of Math Tutorial Videos for Clustering, Retrieval, and Learning Gain Prediction

Pichayut Liamthong

Jacob Whitehill

2021/1

Affective teacher tools: affective class report card and dashboard

Ankit Gupta

Neeraj Menon

William Lee

William Rebelsky

Danielle Allesio

...

2021/6/11

Compositional embeddings for multi-label one-shot learning

Zeqian Li

Michael Mozer

Jacob Whitehill

2021

Compositional embedding models for speaker identification and diarization with simultaneous speech from 2+ speakers

Zeqian Li

Jacob Whitehill

2021/6/6

See List of Professors in Jacob Whitehill University(Worcester Polytechnic Institute)