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Sungho Suh

german research center for artificial intelligence (dfki)

19H-index
163Paper Count
1.6KCitation Count
Published Papers 25
Publication Date
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Knowledge-guided strain-damage image correlation for diagnosing nonlinear mechanical behavior of freely stretched ultra-thin polymer films on water surface
errPolymer Testing
IF6
err2026-03-25
err0
errOAAI
errMyoung Song; Seung Jin Oh; Sungho Suh; Tae Yeob Kang; Taek-Soo Kim
errShare
errSave
Spend More to Save More (SM2): An Energy and Hardware-Aware Implementation of Successive Halving for Sustainable Hyperparameter Optimization
errARCHITECTURE OF COMPUTING SYSTEMS, ARCS 2025
IF0
err2026-01-01
err0
PREAI
errGeissler, Daniel; Liu, Mengxi; Zhou, Bo; Suh, Sungho; Lukowicz, Paul
errShare
errSave
CoSS: Co-optimizing sensor and sampling rate for data-efficient human activity recognition
errExpert Systems with Applications
IF7.5
err2025-10-08
err0
PREAI
errMengxi Liu; Zimin Zhao; Daniel Geißler; Bo Zhou; Sungho Suh; Paul Lukowicz
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errSave
COA-HAR: Exploring contrastive online test-time adaptation for wearable sensor-based human activity recognition using sensor data augmentation
errExpert Systems with Applications
IF7.5
err2025-08-06
err0
PREAI
errVitor Fortes Rey; Pedro Martelleto Bressane Rezende; Bo Zhou; Sungho Suh; Paul Lukowicz
errShare
errSave
Assessing Grid Penalized Reinforcement Learning for Renewable Energy Management of Power-to-X Integrated With Intermediate Storage
errIEEE Transactions on Sustainable Energy
IF10
err2025-06-25
err0
PREAI
errJeongdong Kim; Jonggeol Na; Joseph Sang-Il Kwon; Seongbin Ga; Sungho Suh; Junghwan Kim
errShare
errSave
Past; Present; and Future of Sensor-based Human Activity Recognition Using Wearables: A Surveying Tutorial on a Still Challenging Task
errproceedings of the acm on interactive mobile wearable and ubiquitous technologies imwut
IF0
err2025-06-18
err0
errOAAI
errHarish Haresamudram; Chi Ian Tang; Sungho Suh; Paul Lukowicz; Thomas Plötz
errShare
errSave
TxP: Reciprocal Generation of Ground Pressure Dynamics and Activity Descriptions for Improving Human Activity Recognition
errproceedings of the acm on interactive mobile wearable and ubiquitous technologies imwut
IF0
err2025-06-18
err0
PREAI
errLala Shakti Swarup Ray; Lars Krupp; Vitor Fortes Rey; Bo Zhou; Sungho Suh; Paul Lukowicz
errShare
errSave
Exploration and exploitation in continual learning
errNEURAL NETWORKS
IF6.3
err2025-05-27
err0
PREAI
errHong, Kiseong; Jin, Hyundong; Suh, Sungho; Kim, Eunwoo
errShare
errSave
LLM-generated tips rival expert-created tips in helping students answer quantum-computing questions
errEPJ QUANTUM TECHNOLOGY
IF5.6
err2025-03-04
err0
errOAAI
errKrupp, Lars; Bley, Jonas; Gobbi, Isacco; Geng, Alexander; Mueller, Sabine; Suh, Sungho; Moghiseh, Ali; Medina, Arcesio Castaneda; Bartsch, Valeria; Widera, Artur; Ott, Herwig; Lukowicz, Paul; Karolus, Jakob; Kiefer-Emmanouilidis, Maximilian
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errSave
Remaining useful life prediction of Lithium-ion batteries using spatio-temporal multimodal attention networks
errHELIYON
IF3.6
err2024-08-01
err0
errOAAI
errSuh, Sungho; Mittal, Dhruv Aditya; Bello, Hymalai; Zhou, Bo; Jha, Mayank Shekhar; Lukowicz, Paul
errShare
errSave
AI-KD: Adversarial learning and Implicit regularization for self-Knowledge Distillation
errKNOWLEDGE-BASED SYSTEMS
IF7.6
err2024-06-01
err2
errOAAI
errKim, Hyungmin; Suh, Sungho; Baek, Sunghyun; Kim, Daehwan; Jeong, Daun; Cho, Hansang; Kim, Junmo
errShare
errSave
Worker Activity Recognition in Manufacturing Line Using Near-Body Electric Field
errIEEE INTERNET OF THINGS JOURNAL
IF8.9
err2024-04-01
err1
errOAAI
errSuh, Sungho; Rey, Vitor Fortes; Bian, Sizhen; Huang, Yu-Chi; Rozanec, Joze M.; Ghinani, Hooman Tavakoli; Zhou, Bo; Lukowicz, Paul
errShare
errSave
InMyFace: Inertial and mechanomyography-based sensor fusion for wearable facial activity recognition
errINFORMATION FUSION
IF15.5
err2023-11-01
err5
errOAAI
errBello, Hymalai; Marin, Luis Alfredo Sanchez; Suh, Sungho; Zhou, Bo; Lukowicz, Paul
errShare
errSave
MoCaPose: Motion Capturing with Textile-integrated Capacitive Sensors in Loose-fitting Smart Garments
errPROCEEDINGS OF THE ACM ON INTERACTIVE MOBILE WEARABLE AND UBIQUITOUS TECHNOLOGIES-IMWUT
IF4.5
err2023-03-28
err17
errOAAI
errZhou, Bo; Geissler, Daniel; Faulhaber, Marc; Gleiss, Clara Elisabeth; Zahn, Esther Friederike; Ray, Lala Shakti Swarup; Gamarra, David; Rey, Vitor Fortes; Suh, Sungho; Bian, Sizhen; Joost, Gesche; Lukowicz, Paul
errShare
errSave
TASKED: Transformer-based Adversarial learning for human activity recognition using wearable sensors via Self-KnowledgE Distillation
errKNOWLEDGE-BASED SYSTEMS
IF7.6
err2023-01-01
err31
errOAAI
errSuh, Sungho; Rey, Vitor Fortes; Lukowicz, Paul
errShare
errSave
Human-centric artificial intelligence architecture for industry 5.0 applications
errINTERNATIONAL JOURNAL OF PRODUCTION RESEARCH
IF7.3
err2022-11-07
err75
errOAAI
errRozanec, Joze M.; Novalija, Inna; Zajec, Patrik; Kenda, Klemen; Ghinani, Hooman Tavakoli; Suh, Sungho; Veliou, Entso; Papamartzivanos, Dimitrios; Giannetsos, Thanassis; Menesidou, Sofia Anna; Alonso, Ruben; Cauli, Nino; Meloni, Antonello; Recupero, Diego Reforgiato; Kyriazis, Dimosthenis; Sofianidis, Georgios; Theodoropoulos, Spyros; Fortuna, Blaz; MladeniC, Dunja; Soldatos, John
errShare
errSave
Two-stage generative adversarial networks for binarization of color document images
errPATTERN RECOGNITION
IF7.6
err2022-10-01
err19
PREAI
errSuh, Sungho; Kim, Jihun; Lukowicz, Paul; Lee, Yong Oh
errShare
errSave
Quali-Mat: Evaluating the Quality of Execution in Body-Weight Exercises with a Pressure Sensitive Sports Mat
errPROCEEDINGS OF THE ACM ON INTERACTIVE MOBILE WEARABLE AND UBIQUITOUS TECHNOLOGIES-IMWUT
IF4.5
err2022-07-07
err5
PREAI
errZhou, Bo; Suh, Sungho; Rey, Vitor Fortes; Altamirano, Carlos Andres Velez; Lukowicz, Paul
errShare
errSave
Generalized multiscale feature extraction for remaining useful life prediction of bearings with generative adversarial networks
errKNOWLEDGE-BASED SYSTEMS
IF7.6
err2022-02-01
err61
errOAAI
errSuh, Sungho; Lukowicz, Paul; Lee, Yong Oh
errShare
errSave
Discriminative feature generation for classification of imbalanced data
errPATTERN RECOGNITION
IF7.6
err2022-02-01
err13
errOAAI
errSuh, Sungho; Lukowicz, Paul; Lee, Yong Oh
errShare
errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
T
Taek‐Soo Kim
H-index: 62 · Papers: 568
P
Paul Lukowicz
H-index: 59 · Papers: 607
J
Joseph Sang‐Il Kwon
H-index: 49 · Papers: 367
J
Junmo Kim
H-index: 43 · Papers: 386
S
Shoji Kawahito
H-index: 39 · Papers: 647
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