Wallapak Tavanapong

Wallapak Tavanapong

Iowa State University

H-index: 27

North America-United States

About Wallapak Tavanapong

Wallapak Tavanapong, With an exceptional h-index of 27 and a recent h-index of 14 (since 2020), a distinguished researcher at Iowa State University, specializes in the field of image/video analysis, colonoscopy quality, applied machine learning, multimedia systems, data science.

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

Synthesized Image Training Techniques: On Improving Model Performance using Confusion.

VisActive: Visual-concept-based Active Learning for Image Classification under Class Imbalance

Content Based Image Retrieval Using Depth Maps for Colonoscopy Images

Interpreting deep text quantification models

The public‐facing policy agenda of state legislatures: The communication of public policy via twitter

IDCIA: Immunocytochemistry Dataset for Cellular Image Analysis

Development and deployment of Computer-aided Real-Time feedback for improving quality of colonoscopy in a Multi-Center clinical trial

Buffer Management for Periodic Broadcast Servers

Wallapak Tavanapong Information

University

Position

Professor of Computer Science

Citations(all)

3037

Citations(since 2020)

875

Cited By

2490

hIndex(all)

27

hIndex(since 2020)

14

i10Index(all)

71

i10Index(since 2020)

21

Email

University Profile Page

Iowa State University

Google Scholar

View Google Scholar Profile

Wallapak Tavanapong Skills & Research Interests

image/video analysis

colonoscopy quality

applied machine learning

multimedia systems

data science

Top articles of Wallapak Tavanapong

Title

Journal

Author(s)

Publication Date

Synthesized Image Training Techniques: On Improving Model Performance using Confusion.

ACM Transactions on Multimedia Computing, Communications and Applications

Azeez Idris

Mohammed Khaleel

Wallapak Tavanapong

Piet C. De Groen

2023/3/31

VisActive: Visual-concept-based Active Learning for Image Classification under Class Imbalance

ACM Transactions on Multimedia Computing, Communications and Applications

Mohammed Khaleel

Azeez Idris

Wallapak Tavanapong

Jacob R Pratt

Junghwan Oh

...

2023/11/11

Content Based Image Retrieval Using Depth Maps for Colonoscopy Images

Md Marufi Rahman

JungHwan Oh

Wallapak Tavanapong

Piet C de Groen

2023

Interpreting deep text quantification models

YunQi Bang

Mohammed Khaleel

Wallapak Tavanapong

2023/8/16

The public‐facing policy agenda of state legislatures: The communication of public policy via twitter

Policy Studies Journal

David AM Peterson

Wallapak Tavanapong

Lei Qi

Adisak Sukul

Mohammed Khaleel

2023/8

IDCIA: Immunocytochemistry Dataset for Cellular Image Analysis

Abdurahman Ali Mohammed

Catherine Fonder

Donald S Sakaguchi

Wallapak Tavanapong

Surya K Mallapragada

...

2023/6/7

Development and deployment of Computer-aided Real-Time feedback for improving quality of colonoscopy in a Multi-Center clinical trial

Biomedical Signal Processing and Control

Wallapak Tavanapong

Jacob Pratt

JungHwan Oh

Mohammed Khaleel

Johnny S Wong

...

2023/5/1

Buffer Management for Periodic Broadcast Servers

Wallapak Tavanapong

Minh Tran

2022/9/16

IDC: quantitative evaluation benchmark of interpretation methods for deep text classification models

Journal of Big Data

Mohammed Khaleel

Lei Qi

Wallapak Tavanapong

Johnny Wong

Adisak Sukul

...

2022/3/26

The public-facing policy agenda of state legislatures: The communication of public policy via twitterPalabras clave (sic)(sic)(sic)

POLICY STUDIES JOURNAL

David AM Peterson

Wallapak Tavanapong

Lei Qi

Adisak Sukul

Mohammed Khaleel

2022/11/16

Artificial intelligence for colonoscopy: past, present, and future

IEEE journal of biomedical and health informatics

Wallapak Tavanapong

JungHwan Oh

Michael A Riegler

Mohammed Khaleel

Bhuvan Mittal

...

2022/3/22

Training strategy for limited labeled data by learning from confusion

Azeez Idris

Mohammed Khaleel

Wallapak Tavanapong

JungHwan Oh

Piet de Groen

2022/10/16

Severity Classification of Ulcerative Colitis in Colonoscopy Videos by Learning from Confusion

Md Farhad Mokter

Azeez Idris

JungHwan Oh

Wallapak Tavanapong

Piet C de Groen

2022/10/3

Automated Bite-block Detection to Distinguish Colonoscopy from Upper Endoscopy Using Deep Learning

Md Marufi Rahman

JungHwan Oh

Wallapak Tavanapong

Johnny Wong

Piet C de Groen

2021

Hierarchical visual concept interpretation for medical image classification

Mohammed Khaleel

Wallapak Tavanapong

Johnny Wong

Junghwan Oh

Piet De Groen

2021/6/7

A Framework for Deep Quantification Learning

Lei Qi

Mohammed Khaleel

Wallapak Tavanapong

Adisak Sukul

David Peterson

2021

Real-time feedback for colonoscopy in a multicenter clinical trial

Wallapak Tavanapong

JungHwan Oh

Gavin Kijkul

Jacob Pratt

Johnny Wong

...

2020/7/28

Classification of ulcerative colitis severity in colonoscopy videos using vascular pattern detection

Ali Alammari

ABM Rezbaul Islam

JungHwan Oh

Wallapak Tavanapong

Johnny Wong

...

2017/10/9

See List of Professors in Wallapak Tavanapong University(Iowa State University)

Co-Authors

H-index: 50
Piet de Groen

Piet de Groen

University of Minnesota-Twin Cities

H-index: 42
Yu Cao

Yu Cao

University of Massachusetts Lowell

H-index: 25
Ying Cai

Ying Cai

Iowa State University

H-index: 21
David A.M. Peterson

David A.M. Peterson

Iowa State University

H-index: 19
Jeongkyu Lee

Jeongkyu Lee

University of Bridgeport

H-index: 7
Kihwan Kim

Kihwan Kim

Iowa State University

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