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T

Tobias Glasmachers

ruhr university bochum

21H-index
146Paper Count
1.8KCitation Count
Published Papers 15
Publication Date
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Insights into motor control: predict muscle activity from upper limb kinematics with LSTM networks
errScientific Reports
IF3.9
err2026-01-05
err0
errOAAI
errMarie D. Schmidt; Tobias Glasmachers; Ioannis Iossifidis
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Curriculum RL Meets Monte Carlo Planning: Optimization of a Real World Container Management Problem
errMACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES. APPLIED DATA SCIENCE TRACK AND DEMO TRACK, ECML PKDD 2025, PT X
IF0
err2026-01-01
err0
PREAI
errPendyala, Abhijeet; Glasmachers, Tobias
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errSave
Viewpoint-Aware Sampling for Effective Online Domain Incremental Learning
errIFAC PAPERSONLINE
IF0
err2025-11-01
err0
PREAI
errWasil, Mohammad; Glasmachers, Tobias; Houben, Sebastian
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errSave
Hand Motion Catalog of Human Center-Out Transport Trajectories Measured Redundantly in 3D Task-Space
errScientific Data
IF6.9
err2025-07-24
err0
errOAAI
errTim Sziburis; Susanne Blex; Tobias Glasmachers; Ioannis Iossifidis
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errSave
Understanding activation patterns in artificial neural networks by exploring stochastic processes: Discriminating generalization from memorization
errNEUROCOMPUTING
IF6.5
err2024-12-01
err0
errOAAI
errLehmler, Stephan Johann; Saif-ur-Rehman, Muhammad; Glasmachers, Tobias; Iossifidis, Ioannis
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Volume Determination Challenges in Waste Sorting Facilities: Observations and Strategies
errSENSORS
IF3.5
err2024-03-26
err1
errOAAI
errMaus, Tom; Zengeler, Nico; Saenger, Dorothee; Glasmachers, Tobias
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errSave
tachAId-An interactive tool supporting the design of human-centered AI solutions
errFRONTIERS IN ARTIFICIAL INTELLIGENCE
IF4.7
err2024-03-12
err1
errOAAI
errBauroth, Max; Rath-Manakidis, Pavlos; Langholf, Valentin; Wiskott, Laurenz; Glasmachers, Tobias
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ConTraNet: A hybrid network for improving the classification of EEG and EMG signals with limited training data
errCOMPUTERS IN BIOLOGY AND MEDICINE
IF6.3
err2024-01-01
err17
errOAAI
errAli, Omair; Saif-ur-Rehman, Muhammad; Glasmachers, Tobias; Iossifidis, Ioannis; Klaes, Christian
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errSave
Deep transfer learning compared to subject-specific models for sEMG decoders
errJOURNAL OF NEURAL ENGINEERING
IF3.8
err2022-10-20
err13
PREAI
errLehmler, Stephan Johann; Saif-ur-Rehman, Muhammad; Tobias, Glasmachers; Iossifidis, Ioannis
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errSave
Enhancing the decoding accuracy of EEG signals by the introduction of anchored-STFT and adversarial data augmentation method
errSCIENTIFIC REPORTS
IF3.9
err2022-03-10
err23
errOAAI
errAli, Omair; Saif-ur-Rehman, Muhammad; Dyck, Susanne; Glasmachers, Tobias; Iossifidis, Ioannis; Klaes, Christian
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errSave
AI for social good: unlocking the opportunity for positive impact
errNATURE COMMUNICATIONS
IF15.7
err2020-05-18
err125
errOAAI
errTomasev, Nenad; Cornebise, Julien; Hutter, Frank; Mohamed, Shakir; Picciariello, Angela; Connelly, Bec; Belgrave, Danielle C. M.; Ezer, Daphne; van der Haert, Fanny Cachat; Mugisha, Frank; Abila, Gerald; Arai, Hiromi; Almiraat, Hisham; Proskurnia, Julia; Snyder, Kyle; Otake-Matsuura, Mihoko; Othman, Mustafa; Glasmachers, Tobias; de Wever, Wilfried; Teh, Yee Whye; Khan, Mohammad Emtiyaz; De Winne, Ruben; Schaul, Tom; Clopath, Claudia
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SpikeDeeptector: a deep-learning based method for detection of neural spiking activity
errJOURNAL OF NEURAL ENGINEERING
IF3.8
err2019-07-23
err45
errOAAI
errSaif-ur-Rehman, Muhammad; Lienkaemper, Robin; Parpaley, Yaroslav; Wellmer, Joerg; Liu, Charles; Lee, Brian; Kellis, Spencer; Andersen, Richard; Iossifidis, Ioannis; Glasmachers, Tobias; Klaes, Christian
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Large Scale Black-Box Optimization by Limited-Memory Matrix Adaptation
errIEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION
IF12
err2019-04-01
err40
PREAI
errLoshchilov, Ilya; Glasmachers, Tobias; Beyer, Hans-Georg
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Evolutionary optimization of sequence kernels for detection of bacterial gene starts
errINTERNATIONAL JOURNAL OF NEURAL SYSTEMS
IF6.4
err2011-11-21
err18
PREAI
errMersch, Britta; Glasmachers, Tobias; Meinicke, Peter; Igel, Christian
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errSave
Gradient-based optimization of kernel-target alignment for sequence kernels applied to bacterial gene start detection
errIEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS
IF3.4
err2007-04-01
err43
PREAI
errIgel, Christian; Glasmachers, Tobias; Mersch, Britta; Pfeifer, Nico; Meinicke, Peter
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errSave

Research Directions

The data has not been retrieved yet.
Co-authors
Cooperation Journals
R
Richard A. Andersen
H-index: 73 · Papers: 512
F
Frank Hutter
H-index: 72 · Papers: 384
Y
Yee Whye Teh
H-index: 57 · Papers: 352
C
Christian Igel
H-index: 51 · Papers: 342
C
Charles Y. Liu
H-index: 47 · Papers: 466
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