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Friedhelm Schwenker

Ulm University

41H-index
386Paper Count
6.6KCitation Count
Published Papers 45
Publication Date
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Background-Invariant Independence-Guided Multi-head Attention Network for Skin Lesion Classification
errMEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION - MICCAI 2025, PT XIII
IF0
err2026-01-01
err0
PREAI
errRoy, Debasmit; Dutta, Srinjoy; Bose, Soham; Schwenker, Friedhelm; Sarkar, Ram
errShare
errSave
Multimodal Pain Recognition Based on Contrastive Adversarial Autoencoder Pretraining
errMachine Learning and Knowledge Extraction 2025, Vol. 7, Page 165
IF6
err2025-12-12
err0
errOAAI
errNikolai A. K. Steur; Friedhelm Schwenker
errShare
errSave
Hybrid quantum tensor networks for aeroelastic applications
errQuantum Machine Intelligence
IF4.4
err2025-11-10
err0
errOAAI
errM. Lautaro Hickmann; Pedro Alves; David Quero; Friedhelm Schwenker; Hans-Martin Rieser
errShare
errSave
Dealing with Class Overlap Through Cluster-Based Sample Weighting
errComputers 2025, Vol. 14, Page 457
IF0
err2025-10-24
err0
errOAAI
errPatrick Thiam; Friedhelm Schwenker; Hans Armin Kestler
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errSave
Adaptive genetic algorithm based deep feature selector for cancer detection in lung histopathological images
errSCIENTIFIC REPORTS
IF3.9
err2025-02-08
err0
errOAAI
errRoy, Avigyan; Saha, Priyam; Gautam, Nandita; Schwenker, Friedhelm; Sarkar, Ram
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errSave
A Step Towards Neuroplasticity: Capsule Networks with Self-Building Skip Connections
errAI
IF5
err2024-12-24
err0
errOAAI
errSteur, Nikolai A. K.; Schwenker, Friedhelm
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errSave
Decoding skin cancer classification: perspectives, insights, and advances through researchers' lens
errSCIENTIFIC REPORTS
IF3.9
err2024-12-18
err0
errOAAI
errRay, Amartya; Sarkar, Sujan; Schwenker, Friedhelm; Sarkar, Ram
errShare
errSave
ML-Based Pain Recognition Model Using Mixup Data Augmentation
errAPPLIED SYSTEM INNOVATION
IF3.7
err2024-12-09
err0
errOAAI
errShantharam, Raghu M.; Schwenker, Friedhelm
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errSave
Interpretable Hybrid Multichannel Deep Learning Model for Heart Disease Classification Using 12-Lead ECG Signal
errIEEE ACCESS
IF3.6
err2024-01-01
err2
errOAAI
errAyano, Yehualashet Megersa; Schwenker, Friedhelm; Dufera, Bisrat Derebssa; Debelee, Taye Girma; Ejegu, Yitagesu Getachew
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errSave
ECG Synthesis via Diffusion-Based State Space Augmented Transformer
errSENSORS
IF3.5
err2023-10-09
err5
errOAAI
errZama, Md Haider; Schwenker, Friedhelm
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errSave
Weak Localization of Radiographic Manifestations in Pulmonary Tuberculosis from Chest X-ray: A Systematic Review
errSENSORS
IF3.5
err2023-07-29
err6
errOAAI
errFeyisa, Degaga Wolde; Ayano, Yehualashet Megersa; Debelee, Taye Girma; Schwenker, Friedhelm
errShare
errSave
Class-Variational Learning With Capsule Networks for Deep Entity-Subspace Clustering
errIEEE ACCESS
IF3.6
err2023-01-01
err0
PREAI
errSteur, Nikolai A. K.; Schwenker, Friedhelm
errShare
errSave
A Novel Approach to Spectral Estimation and Moving Average Model Parameter Estimation
errieee signal processing magazine
IF3.9
err2023-01-01
err0
PREAI
errBonenberger, Christopher; Schneider, Markus; Schwenker, Friedhelm; Ertel, Wolfgang
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errSave
Interpretable Machine Learning Techniques in ECG-Based Heart Disease Classification: A Systematic Review
errDIAGNOSTICS
IF3.3
err2022-12-29
err41
errOAAI
errAyano, Yehualashet Megersa; Schwenker, Friedhelm; Dufera, Bisrat Derebssa; Debelee, Taye Girma
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errSave
Review of Botnet Attack Detection in SDN-Enabled IoT Using Machine Learning
errSENSORS
IF3.5
err2022-12-14
err15
errOAAI
errNegera, Worku Gachena; Schwenker, Friedhelm; Debelee, Taye Girma; Melaku, Henock Mulugeta; Ayano, Yehualashet Megeresa
errShare
errSave
CovidConvLSTM: A fuzzy ensemble model for COVID-19 detection from chest X-rays
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2022-11-01
err19
errOAAI
errDey, Subhrajit; Bhattacharya, Rajdeep; Malakar, Samir; Schwenker, Friedhelm; Sarkar, Ram
errShare
errSave
Cyclic Nonlinear Correlation Analysis for Time Series
errIEEE ACCESS
IF3.6
err2022-01-01
err1
errOAAI
errBonenberger, Christopher M. A.; Schwenker, Friedhelm; Ertel, Wolfgang; Schneider, Markus
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errSave
Machine Learning-Based Pain Intensity Estimation: Where Pattern Recognition Meets Chaos Theory-An Example Based on the BioVid Heat Pain Database
errIEEE ACCESS
IF3.6
err2022-01-01
err3
errOAAI
errBellmann, Peter; Thiam, Patrick; Kestler, Hans A.; Schwenker, Friedhelm
errShare
errSave
Multi-Modal Pain Intensity Assessment Based on Physiological Signals: A Deep Learning Perspective
errFRONTIERS IN PHYSIOLOGY
IF3.4
err2021-09-01
err22
errOAAI
errThiam, Patrick; Hihn, Heinke; Braun, Daniel A.; Kestler, Hans A.; Schwenker, Friedhelm
errShare
errSave
Ensemble of Deep Learning Models for Sleep Apnea Detection: An Experimental Study
errSENSORS
IF3.5
err2021-08-11
err19
errOAAI
errMukherjee, Debadyuti; Dhar, Koustav; Schwenker, Friedhelm; Sarkar, Ram
errShare
errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
L
Louis–Philippe Morency
H-index: 78 · Papers: 494
S
Stephan Reuter
H-index: 61 · Papers: 322
E
Elisabeth André
H-index: 60 · Papers: 836
R
Ram Sarkar
H-index: 59 · Papers: 531
H
Hans A. Kestler
H-index: 59 · Papers: 604
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