Jaeseung Baek

About Jaeseung Baek

Jaeseung Baek, With an exceptional h-index of 4 and a recent h-index of 4 (since 2020), a distinguished researcher at Rutgers, The State University of New Jersey, specializes in the field of Data analytics, Data mining, Machine learning, Spatial data analysis, Quality engineering.

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

Orthogonal binary singular value decomposition method for automated windshield wiper fault detection

Multi-source AdaBoost with cross-weight method for virtual metrology in semiconductor manufacturing

Robust asymmetric non-negative matrix factorization for clustering nodes in directed networks

A wavelet-based real-time fire detection algorithm with multi-modeling framework

Cluster Validity Index for Uncertain Data Based on a Probabilistic Distance Measure in Feature Space

Monitoring variations in multimode surface topography

K-Nearest Neighbor Classifier for Uncertain Data in Feature Space

Spatial randomness-based anomaly detection approach for monitoring local variations in multimode surface topography

Jaeseung Baek Information

University

Position

___

Citations(all)

67

Citations(since 2020)

67

Cited By

0

hIndex(all)

4

hIndex(since 2020)

4

i10Index(all)

3

i10Index(since 2020)

3

Email

University Profile Page

Google Scholar

Jaeseung Baek Skills & Research Interests

Data analytics

Data mining

Machine learning

Spatial data analysis

Quality engineering

Top articles of Jaeseung Baek

Orthogonal binary singular value decomposition method for automated windshield wiper fault detection

International Journal of Production Research

2023/7/26

Taha J Alhindi
Taha J Alhindi

H-Index: 2

Jaeseung Baek
Jaeseung Baek

H-Index: 0

Multi-source AdaBoost with cross-weight method for virtual metrology in semiconductor manufacturing

International Journal of Production Research

2024/2/28

Jaeseung Baek
Jaeseung Baek

H-Index: 0

Robust asymmetric non-negative matrix factorization for clustering nodes in directed networks

Annals of Operations Research

2024/2/23

A wavelet-based real-time fire detection algorithm with multi-modeling framework

Expert Systems with Applications

2023/12/15

Jaeseung Baek
Jaeseung Baek

H-Index: 0

Taha J Alhindi
Taha J Alhindi

H-Index: 2

Cluster Validity Index for Uncertain Data Based on a Probabilistic Distance Measure in Feature Space

Sensors

2023/4/3

Jaeseung Baek
Jaeseung Baek

H-Index: 0

Monitoring variations in multimode surface topography

International Journal of Production Research

2023/2/16

Jaeseung Baek
Jaeseung Baek

H-Index: 0

K-Nearest Neighbor Classifier for Uncertain Data in Feature Space

Industrial Engineering & Management Systems

2023/12

Jaeseung Baek
Jaeseung Baek

H-Index: 0

Spatial randomness-based anomaly detection approach for monitoring local variations in multimode surface topography

Annals of Operations Research

2023/7/24

Jaeseung Baek
Jaeseung Baek

H-Index: 0

A Novel Similarity-Based Link Prediction Approach for Transaction Networks

IEEE Transactions on Engineering Management

2022/2/9

Anomaly Detection and Process Diagnostic in Three-Dimensional Surface Topography

2022

Jaeseung Baek
Jaeseung Baek

H-Index: 0

Real-time fire detection system based on dynamic time warping of multichannel sensor networks

Fire Safety Journal

2021/7/1

Jaeseung Baek
Jaeseung Baek

H-Index: 0

Taha J Alhindi
Taha J Alhindi

H-Index: 2

Real-time fire detection algorithm based on support vector machine with dynamic time warping kernel function

Fire Technology

2021/11/1

Jaeseung Baek
Jaeseung Baek

H-Index: 0

Taha J Alhindi
Taha J Alhindi

H-Index: 2

Intelligent multi-sensor detection system for monitoring indoor building fires

IEEE Sensors Journal

2021/10/29

Jaeseung Baek
Jaeseung Baek

H-Index: 0

Taha J Alhindi
Taha J Alhindi

H-Index: 2

Residual-based surface segmentation for monitoring topographic variations

IEEE Transactions on Automation Science and Engineering

2020/10/19

Jaeseung Baek
Jaeseung Baek

H-Index: 0

See List of Professors in Jaeseung Baek University(Rutgers, The State University of New Jersey)