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Page 1 of 3

Adaptive Information Fusion Using Evidence Theory and Uncertainty Quantification

IEEE Access
2024 | Journal article
DOI: 10.1109/ACCESS.2023.3348270
Contributors: Fernando Arévalo; M. P. Christian Alison; M. Tahasanul Ibrahim; Andreas Schwung
Source: check_circle
Crossref

Improving quaternion neural networks with quaternionic activation functions

Knowledge-Based Systems
2024-12 | Journal article
DOI: 10.1016/j.knosys.2024.112619
Contributors: Johannes Pöppelbaum; Andreas Schwung
Source: check_circle
Crossref

MLPro-GT-game theory and dynamic games modeling in Python

SoftwareX
2024-12 | Journal article
DOI: 10.1016/j.softx.2024.101956
Part of ISSN: 2352-7110
Contributors: Steve Yuwono; Detlef Arend; Andreas Schwung
Source: Self-asserted source
Andreas Schwung

Bridging the gap: Active learning for efficient domain adaptation in object detection

Expert Systems with Applications
2024-11 | Journal article
DOI: 10.1016/j.eswa.2024.124403
Contributors: Maximilian Menke; Thomas Wenzel; Andreas Schwung
Source: check_circle
Crossref

Synthetic Dataset Generation for Optimizing Multimodal Drone Delivery Systems

Drones
2024-11-30 | Journal article
DOI: 10.3390/drones8120724
Contributors: Diyar Altinses; David Orlando Salazar Torres; Asrat Mekonnen Gobachew; Stefan Lier; Andreas Schwung
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Optimizing Drone Logistics: A Scoring Algorithm for Enhanced Decision Making across Diverse Domains in Drone Airlines

Drones
2024-07-09 | Journal article
DOI: 10.3390/drones8070307
Contributors: Diyar Altinses; David Orlando Salazar Torres; Michael Schwung; Stefan Lier; Andreas Schwung
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Introducing PetriRL: An innovative framework for JSSP resolution integrating Petri nets and event-based reinforcement learning

Journal of Manufacturing Systems
2024-06 | Journal article
DOI: 10.1016/j.jmsy.2024.04.028
Contributors: Sofiene Lassoued; Andreas Schwung
Source: check_circle
Crossref

ITF-GAN: Synthetic time series dataset generation and manipulation by interpretable features

Knowledge-Based Systems
2024-01 | Journal article
DOI: 10.1016/j.knosys.2023.111131
Contributors: Hendrik Klopries; Andreas Schwung
Source: check_circle
Crossref

Anomaly Detection Using Ensemble Classification and Evidence Theory

IEEE Access
2023 | Journal article
DOI: 10.1109/ACCESS.2023.3280048
Contributors: Fernando Arévalo; M. Tahasanul Ibrahim; M. P. Christian Alison; Andreas Schwung
Source: check_circle
Crossref

Model-based learning on state-based potential games for distributed self-optimization of manufacturing systems

Journal of Manufacturing Systems
2023-12 | Journal article
DOI: 10.1016/j.jmsy.2023.10.003
Contributors: Steve Yuwono; Andreas Schwung
Source: check_circle
Crossref

PLC-Informed Distributed Game Theoretic Learning of Energy-Optimal Production Policies

IEEE Transactions on Cybernetics
2023-09 | Journal article
DOI: 10.1109/TCYB.2022.3179950
Contributors: Dorothea Schwung; Steve Yuwono; Andreas Schwung; Steven X. Ding
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Gradient Monitored Reinforcement Learning

IEEE Transactions on Neural Networks and Learning Systems
2023-08 | Journal article
DOI: 10.1109/TNNLS.2021.3119853
Contributors: Mohammed Sharafath Abdul Hameed; Gavneet Singh Chadha; Andreas Schwung; Steven X. Ding
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Graph neural networks-based scheduler for production planning problems using reinforcement learning

Journal of Manufacturing Systems
2023-08 | Journal article
DOI: 10.1016/j.jmsy.2023.06.005
Contributors: Mohammed Sharafath Abdul Hameed; Andreas Schwung
Source: check_circle
Crossref

Extracting interpretable features for time series analysis: A Bag-of-Functions approach

Expert Systems with Applications
2023-07 | Journal article
DOI: 10.1016/j.eswa.2023.119787
Contributors: Hendrik Klopries; Andreas Schwung
Source: check_circle
Crossref

Anomaly Detection using Ensemble Classification and Evidence Theory

arXiv
2022 | Other
DOI: 10.48550/arXiv.2212.12092
EID:

2-s2.0-85145475200

Part of ISSN: 23318422
Contributors: Arévalo, F.; Ibrahim, T.; Piolo, C.A.M.; Schwung, A.
Source: Self-asserted source
Andreas Schwung via Scopus - Elsevier

Anwendung von Attention Mechanismen auf Neurale Regelbasierte Netze,Adopting attention-mechanisms for Neural Logic Rule Layers

At-Automatisierungstechnik
2022 | Journal article
DOI: 10.1515/auto-2021-0136
EID:

2-s2.0-85127205106

Part of ISSN: 2196677X 01782312
Contributors: Reimann, J.N.; Schwung, A.; Ding, S.X.
Source: Self-asserted source
Andreas Schwung via Scopus - Elsevier

AWADA: Attention-Weighted Adversarial Domain Adaptation for Object Detection

arXiv
2022 | Other
DOI: 10.48550/arXiv.2208.14662
EID:

2-s2.0-85138169199

Part of ISSN: 23318422
Contributors: Menke, M.; Wenzel, T.; Schwung, A.
Source: Self-asserted source
Andreas Schwung via Scopus - Elsevier

Awada: Foreground-Focused Adversarial Learning for Cross-Domain Object Detection

SSRN
2022 | Other
EID:

2-s2.0-85143727034

Part of ISSN: 15565068
Contributors: Menke, M.; Wenzel, T.; Schwung, A.
Source: Self-asserted source
Andreas Schwung via Scopus - Elsevier

Contrastive learning based self-supervised time-series analysis

Applied Soft Computing
2022 | Journal article
DOI: 10.1016/j.asoc.2021.108397
EID:

2-s2.0-85122807940

Part of ISSN: 15684946
Contributors: Pöppelbaum, J.; Chadha, G.S.; Schwung, A.
Source: Self-asserted source
Andreas Schwung via Scopus - Elsevier

Curriculum Learning in Peristaltic Sortation Machine

IEEE International Conference on Industrial Informatics (INDIN)
2022 | Conference paper
DOI: 10.1109/INDIN51773.2022.9976094
EID:

2-s2.0-85145773922

Part of ISSN: 19354576
Contributors: Abdul Hameed, M.S.; Harshit Koneru, V.; Poeppelbaum, J.; Schwung, A.
Source: Self-asserted source
Andreas Schwung via Scopus - Elsevier

Homogeneous Transformation Matrix Based Neural Network for Model Based Reinforcement Learning on Robot Manipulator

Proceedings of the IEEE International Conference on Industrial Technology
2022 | Conference paper
DOI: 10.1109/ICIT48603.2022.10002834
EID:

2-s2.0-85146309357
Contributors: Diprasetya, M.R.; Schwung, A.
Source: Self-asserted source
Andreas Schwung via Scopus - Elsevier

Improving GAN-based Domain Adaptation for Object Detection

IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC
2022 | Conference paper
DOI: 10.1109/ITSC55140.2022.9922138
EID:

2-s2.0-85138197087
Contributors: Menke, M.; Wenzel, T.; Schwung, A.
Source: Self-asserted source
Andreas Schwung via Scopus - Elsevier

MLPro — An integrative middleware framework for standardized machine learning tasks in Python[Formula presented]

Software Impacts
2022 | Journal article
DOI: 10.1016/j.simpa.2022.100421
EID:

2-s2.0-85138322283

Part of ISSN: 26659638
Contributors: Arend, D.; Diprasetya, M.R.; Yuwono, S.; Schwung, A.
Source: Self-asserted source
Andreas Schwung via Scopus - Elsevier

Neural logic rule layers

Information Sciences
2022 | Journal article
DOI: 10.1016/j.ins.2022.03.021
EID:

2-s2.0-85125949649

Part of ISSN: 00200255
Contributors: Reimann, J.N.; Schwung, A.; Ding, S.X.
Source: Self-asserted source
Andreas Schwung via Scopus - Elsevier

Predicting Rigid Body Dynamics Using Dual Quaternion Recurrent Neural Networks With Quaternion Attention

IEEE Access
2022 | Journal article
DOI: 10.1109/ACCESS.2022.3196340
Contributors: Johannes Poppelbaum; Andreas Schwung
Source: check_circle
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Production Assessment using a Knowledge Transfer Framework and Evidence Theory

arXiv
2022 | Other
DOI: 10.48550/arXiv.2207.03611
EID:

2-s2.0-85134661439

Part of ISSN: 23318422
Contributors: Arévalo, F.N.; Piolo, C.A.M.; Ibrahim, T.; Schwung, A.
Source: Self-asserted source
Andreas Schwung via Scopus - Elsevier

Production Assessment Using a Knowledge Transfer Framework and Evidence Theory

IEEE Access
2022 | Journal article
DOI: 10.1109/ACCESS.2022.3199913
Contributors: Fernando Arevalo; Christian Alison M. P.; M. Tahasanul Ibrahim; Andreas Schwung
Source: check_circle
Crossref
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Quaternion Backpropagation

arXiv
2022 | Other
DOI: 10.48550/arXiv.2212.13082
EID:

2-s2.0-85145550247

Part of ISSN: 23318422
Contributors: Pöppelbaum, J.; Schwung, A.
Source: Self-asserted source
Andreas Schwung via Scopus - Elsevier

Shared Temporal Attention Transformer for Remaining Useful Lifetime Estimation

IEEE Access
2022 | Journal article
DOI: 10.1109/ACCESS.2022.3187702
Contributors: Gavneet Singh Chadha; Sayed Rafay Bin Shah; Andreas Schwung; Steven X. Ding
Source: check_circle
Crossref
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Synthetic time series dataset generation for unsupervised autoencoders

IEEE International Conference on Emerging Technologies and Factory Automation, ETFA
2022 | Conference paper
DOI: 10.1109/ETFA52439.2022.9921598
EID:

2-s2.0-85141350580

Part of ISSN: 19460759 19460740
Contributors: Klopries, H.; Torres, D.O.S.; Schwung, A.
Source: Self-asserted source
Andreas Schwung via Scopus - Elsevier

The Impact of Communication and Memory in State-Based Potential Game-based Distributed Optimization

IEEE International Conference on Industrial Informatics (INDIN)
2022 | Conference paper
DOI: 10.1109/INDIN51773.2022.9976106
EID:

2-s2.0-85145772322

Part of ISSN: 19354576
Contributors: Yuwono, S.; Schwung, A.; Schwung, D.
Source: Self-asserted source
Andreas Schwung via Scopus - Elsevier

Distributed Self-Optimization of Modular Production Units: A State-Based Potential Game Approach

IEEE Transactions on Cybernetics
2022-04 | Journal article
DOI: 10.1109/TCYB.2020.3006620
Contributors: Dorothea Schwung; Andreas Schwung; Steven X. Ding
Source: check_circle
Crossref
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A Sequence-to-Sequence Approach for Remaining Useful Lifetime Estimation Using Attention-augmented Bidirectional LSTM

Intelligent Systems with Applications
2021 | Journal article
DOI: 10.1016/j.iswa.2021.200049
EID:

2-s2.0-85112545212

Part of ISSN: 26673053
Contributors: Shah, S.R.B.; Chadha, G.S.; Schwung, A.; Ding, S.X.
Source: Self-asserted source
Andreas Schwung via Scopus - Elsevier

Curiosity Based RL on Robot Manufacturing Cell

Proceedings of the IEEE International Conference on Industrial Technology
2021 | Conference paper
DOI: 10.1109/ICIT46573.2021.9453577
EID:

2-s2.0-85112546307
Contributors: Abdul Hameed, M.S.; Khan, M.M.; Schwung, A.
Source: Self-asserted source
Andreas Schwung via Scopus - Elsevier

Decentralized learning of energy optimal production policies using PLC-informed reinforcement learning

Computers and Chemical Engineering
2021 | Journal article
DOI: 10.1016/j.compchemeng.2021.107382
EID:

2-s2.0-85108990605

Part of ISSN: 00981354
Contributors: Schwung, D.; Yuwono, S.; Schwung, A.; Ding, S.X.
Source: Self-asserted source
Andreas Schwung via Scopus - Elsevier

Deep convolutional clustering-based time series anomaly detection

Sensors
2021 | Journal article
DOI: 10.3390/s21165488
EID:

2-s2.0-85112381750

Part of ISSN: 14248220
Contributors: Chadha, G.S.; Islam, I.; Schwung, A.; Ding, S.X.
Source: Self-asserted source
Andreas Schwung via Scopus - Elsevier

Disease Prediction Based on Individual's Medical History Using CNN

Proceedings - 20th IEEE International Conference on Machine Learning and Applications, ICMLA 2021
2021 | Conference paper
DOI: 10.1109/ICMLA52953.2021.00022
EID:

2-s2.0-85125867085
Contributors: Krishnamoorthy, M.; Hameed, M.S.A.; Kopinski, T.; Schwung, A.
Source: Self-asserted source
Andreas Schwung via Scopus - Elsevier

Generalized dilation convolutional neural networks for remaining useful lifetime estimation

Neurocomputing
2021 | Journal article
DOI: 10.1016/j.neucom.2021.04.109
EID:

2-s2.0-85105851559

Part of ISSN: 18728286 09252312
Contributors: Chadha, G.S.; Panara, U.; Schwung, A.; Ding, S.X.
Source: Self-asserted source
Andreas Schwung via Scopus - Elsevier

Generalized dilation structures in convolutional neural networks

ICPRAM 2021 - Proceedings of the 10th International Conference on Pattern Recognition Applications and Methods
2021 | Conference paper
EID:

2-s2.0-85103815493
Contributors: Chadha, G.S.; Reimann, J.N.; Schwung, A.
Source: Self-asserted source
Andreas Schwung via Scopus - Elsevier

Knowledge Internalization using Virtual Training on the HoloLens

Proceedings of the IEEE International Conference on Industrial Technology
2021 | Conference paper
DOI: 10.1109/ICIT46573.2021.9453603
EID:

2-s2.0-85112510403
Contributors: Fernando Arevalo, N.; Piolo, C.A.M.; Arens, J.; Schwung, A.; Hermes, M.
Source: Self-asserted source
Andreas Schwung via Scopus - Elsevier

Optimization of DEM parameters using multi-objective reinforcement learning

Powder Technology
2021 | Journal article
DOI: 10.1016/j.powtec.2020.10.067
EID:

2-s2.0-85098134903

Part of ISSN: 1873328X 00325910
Contributors: Westbrink, F.; Elbel, A.; Schwung, A.; Ding, S.X.
Source: Self-asserted source
Andreas Schwung via Scopus - Elsevier

Protection and control standards with auto diagnosis for the motor in low-voltage switchgear according to industry 4.0

Electronics (Switzerland)
2021 | Journal article
DOI: 10.3390/electronics10232993
EID:

2-s2.0-85120312116

Part of ISSN: 20799292
Contributors: Sołtysek, Ł.; Szczepanik, J.; Dudzik, R.; Sułowicz, M.; Schwung, A.
Source: Self-asserted source
Andreas Schwung via Scopus - Elsevier

Rigid Body Movement Prediction Using Dual Quaternion Recurrent Neural Networks

Proceedings of the IEEE International Conference on Industrial Technology
2021 | Conference paper
DOI: 10.1109/ICIT46573.2021.9453587
EID:

2-s2.0-85112578621
Contributors: Schwung, A.; Poppelbaum, J.; Nutakki, P.C.
Source: Self-asserted source
Andreas Schwung via Scopus - Elsevier

Bidirectional deep recurrent neural networks for process fault classification

ISA Transactions
2020 | Journal article
DOI: 10.1016/j.isatra.2020.07.011
EID:

2-s2.0-85087942640

Part of ISSN: 00190578
Contributors: Chadha, G.S.; Panambilly, A.; Schwung, A.; Ding, S.X.
Source: Self-asserted source
Andreas Schwung via Scopus - Elsevier

Curiosity based reinforcement learning on robot manufacturing cell

arXiv
2020 | Other
EID:

2-s2.0-85098616939

Part of ISSN: 23318422
Contributors: Hameed, M.S.A.; Khan, M.M.; Schwung, A.
Source: Self-asserted source
Andreas Schwung via Scopus - Elsevier

Data-based control of Peristaltic Sortation Machines using Discrete Element Method

IECON Proceedings (Industrial Electronics Conference)
2020 | Conference paper
DOI: 10.1109/IECON43393.2020.9255016
EID:

2-s2.0-85097774185
Contributors: Westbrink, F.; Schwung, A.; Ding, S.X.
Source: Self-asserted source
Andreas Schwung via Scopus - Elsevier

Gradient monitored reinforcement learning

arXiv
2020 | Other
EID:

2-s2.0-85095624119

Part of ISSN: 23318422
Contributors: Hameed, M.S.A.; Chadha, G.S.; Schwung, A.; Ding, S.X.
Source: Self-asserted source
Andreas Schwung via Scopus - Elsevier

How to get a parcel surfing

IEEE/ASME International Conference on Advanced Intelligent Mechatronics, AIM
2020 | Conference paper
DOI: 10.1109/AIM43001.2020.9159001
EID:

2-s2.0-85090382356
Contributors: Westbrink, F.; Schwung, A.; Ding, S.X.
Source: Self-asserted source
Andreas Schwung via Scopus - Elsevier

Interactive visual procedure using an extended FMEA and mixed-reality

Proceedings of the IEEE International Conference on Industrial Technology
2020 | Conference paper
DOI: 10.1109/ICIT45562.2020.9067296
EID:

2-s2.0-85084156163
Contributors: Arevalo, F.; Sunaringtyas, D.; Tito, C.; Piolo, C.; Schwung, A.
Source: Self-asserted source
Andreas Schwung via Scopus - Elsevier

Monitoring and Forecasting of Air Emissions with IoT Measuring Stations and a SaaS Cloud Application

Proceedings - 2020 2nd International Conference on Societal Automation, SA 2020
2020 | Conference paper
DOI: 10.1109/SA51175.2021.9507127
EID:

2-s2.0-85124902222
Contributors: Fernando Arévalo, N.; Ibrahim, M.T.; Diprasetya, R.M.; Flores, O.O.; Schwung, A.
Source: Self-asserted source
Andreas Schwung via Scopus - Elsevier
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Page 1 of 3

Peer review (17 reviews for 8 publications/grants)

Review activity for Applied soft computing. (3)
Review activity for Computers in industry. (1)
Review activity for Expert systems with applications. (2)
Review activity for Information sciences. (2)
Review activity for Journal of manufacturing processes. (3)
Review activity for Journal of manufacturing systems. (4)
Review activity for Knowledge-based systems. (1)
Review activity for Neurocomputing. (1)
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