Volker Lohweg

Orcid: 0000-0002-3325-7887

According to our database1, Volker Lohweg authored at least 57 papers between 1999 and 2024.

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Bibliography

2024
Hidden in Plain Sight: Adversarial Attack on Wavelet-Based Banknote Authentication.
Proceedings of the 8th IEEE Forum on Research and Technologies for Society and Industry Innovation, 2024

Evaluation of Time Series Forecasting Strategies for Demand Management.
Proceedings of the 29th IEEE International Conference on Emerging Technologies and Factory Automation, 2024

2023
A Comparison of Statistical and Machine Learning Approaches for Time Series Forecasting in a Demand Management Scenario.
Proceedings of the 21st IEEE International Conference on Industrial Informatics, 2023

A Novel Spectroscopic Approach for Vaseline Quality Discrimination.
Proceedings of the 21st IEEE International Conference on Industrial Informatics, 2023

2021
A Redundancy Metric Set within Possibility Theory for Multi-Sensor Systems.
Sensors, 2021

Classification of Faults in Cyber-Physical Systems with Complex-Valued Neural Networks.
Proceedings of the 26th IEEE International Conference on Emerging Technologies and Factory Automation, 2021

2020
pystiche: A Framework for Neural Style Transfer.
J. Open Source Softw., 2020

A Redundancy Metric based on the Framework of Possibility Theory for Technical Systems.
Proceedings of the 25th IEEE International Conference on Emerging Technologies and Factory Automation, 2020

2019
Feature fusion to increase the robustness of machine learners in industrial environments.
Autom., 2019

Lamb wave-based Cure Monitoring of Carbon Fibre Reinforced Polymers for On-site Aircraft Repairs.
Proceedings of the 5th IEEE International forum on Research and Technology for Society and Industry, 2019

Camera-based Occlusion Detection for Banknote Sorting.
Proceedings of the 5th IEEE International forum on Research and Technology for Society and Industry, 2019

Improving Majority-guided Fuzzy Information Fusion for Industry 4.0 Condition Monitoring.
Proceedings of the 22th International Conference on Information Fusion, 2019

Lamb Wave-based Quality Inspection of Repaired Carbon Fibre Reinforced Polymers for On-Site Aircraft Maintenance.
Proceedings of the 24th IEEE International Conference on Emerging Technologies and Factory Automation, 2019

Anomaly Detection with Root Cause Analysis for Bottling Process.
Proceedings of the 24th IEEE International Conference on Emerging Technologies and Factory Automation, 2019

Conflict Measures and Importance Weighting for Information Fusion Applied to Industry 4.0.
Proceedings of the Information Quality in Information Fusion and Decision Making, 2019

2018
A Conflict-based Drift Detection and Adaptation Approach for Multisensor Information Fusion.
Proceedings of the 23rd IEEE International Conference on Emerging Technologies and Factory Automation, 2018

Linear Classification of Badly Conditioned Data.
Proceedings of the 23rd IEEE International Conference on Emerging Technologies and Factory Automation, 2018

Feature Extraction for a Conditioning Monitoring System in a Bottling Process.
Proceedings of the 23rd IEEE International Conference on Emerging Technologies and Factory Automation, 2018

Supporting sensor orchestration in non-stationary environments.
Proceedings of the 15th ACM International Conference on Computing Frontiers, 2018

2017
Survey on time series motif discovery.
WIREs Data Mining Knowl. Discov., 2017

An Approach to Automated Fusion System Design and Adaptation.
Sensors, 2017

Margin-based Refinement for Support-Vector-Machine Classification.
Proceedings of the 6th International Conference on Pattern Recognition Applications and Methods, 2017

Distributed self-organisation of information fusion systems.
Proceedings of the 22nd IEEE International Conference on Emerging Technologies and Factory Automation, 2017

2016
Information Fusion of Conflicting Input Data.
Sensors, 2016

Anomaly detection on ATMs via time series motif discovery.
Proceedings of the 21st IEEE International Conference on Emerging Technologies and Factory Automation, 2016

Detection of commercial offset printing using an adaptive software architecture for the DFT.
Proceedings of the 21st IEEE International Conference on Emerging Technologies and Factory Automation, 2016

A concept for self-configuration of adaptive sensor and information fusion systems.
Proceedings of the 21st IEEE International Conference on Emerging Technologies and Factory Automation, 2016

2015
Efficient Image Processing System for an Industrial Machine Learning Task.
Proceedings of the Machine Learning for Cyber Physical Systems, 2015

Automated fuzzy classification with combinatorial refinement.
Proceedings of the 20th IEEE Conference on Emerging Technologies & Factory Automation, 2015

Structural health monitoring of plastic components with piezoelectric sensors.
Proceedings of the 20th IEEE Conference on Emerging Technologies & Factory Automation, 2015

Advanced colour processing for mobile devices.
Proceedings of the Image Processing: Machine Vision Applications VIII, 2015

Stable image acquisition for mobile image processing applications.
Proceedings of the Digital Photography XI, 2015

On the Diagnosis of Cyber-Physical Production Systems.
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

2014
Condition monitoring for hazardous material storage.
Proceedings of the 2014 IEEE Emerging Technology and Factory Automation, 2014

Fast classification in industrial Big Data environments.
Proceedings of the 2014 IEEE Emerging Technology and Factory Automation, 2014

Combinatorial refinement of feature weighting for linear classification.
Proceedings of the 2014 IEEE Emerging Technology and Factory Automation, 2014

Fast evidence-based information fusion.
Proceedings of the 4th International Workshop on Cognitive Information Processing, 2014

2013
banknote authentication.
Dataset, April, 2013

Banknote authentication with mobile devices.
Proceedings of the Media Watermarking, 2013

Machine conditioning by importance controlled information fusion.
Proceedings of 2013 IEEE 18th Conference on Emerging Technologies & Factory Automation, 2013

2012
An extended perspective on evidential aggregation rules in machine condition monitoring.
Proceedings of the 3rd International Workshop on Cognitive Information Processing, 2012

2011
Real-time wavelet-based inline banknote-in-bundle counting for cut-and-bundle machines.
Proceedings of the Image Processing: Machine Vision Applications IV, 2011

2010
A Probabilistic MajorClust Variant for the Clustering of Near-Homogeneous Graphs.
Proceedings of the KI 2010: Advances in Artificial Intelligence, 2010

Fuzzy-Pattern-Classifier Training with Small Data Sets.
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems. Theory and Methods, 2010

Sensor fusion by two-layer conflict solving.
Proceedings of the 2nd International Workshop on Cognitive Information Processing, 2010

2009
Human Perception Based Counterfeit Detection for Automated Teller Machines.
Proceedings of the KI 2009: Advances in Artificial Intelligence, 2009

Feature Extraction Algorithm for Banknote Textures Based on Incomplete Shift Invariant Wavelet Packet Transform.
Proceedings of the Pattern Recognition, 2009

2008
Fuzzy pattern classification tuning by parameter learning based on fusion concept.
Proceedings of the 11th International Conference on Information Fusion, 2008

Application-based approach for automatic texture defect recognition on synthetic surfaces.
Proceedings of 13th IEEE International Conference on Emerging Technologies and Factory Automation, 2008

2006
Information Fusion Application On Security Printing With Parametrical Fuzzy Classification.
Proceedings of the 9th International Conference on Information Fusion, 2006

Print-to-edge registration application for banknotes.
Proceedings of the 14th European Signal Processing Conference, 2006

2005
A simplified scheme for hardware-based pattern recognition.
Proceedings of the 2005 International Conference on Image Processing, 2005

2004
Algorithms for Hardware-Based Pattern Recognition.
EURASIP J. Adv. Signal Process., 2004

2001
Unscharfe Histogrammklassifikation mit nichtlinearen Zirkulartransformationen und Potentialfunktionen für die Bildfindung und -analyse.
Proceedings of the Bildverarbeitung für die Medizin 2001: Algorithmen, 2001

2000
Ein generalisiertes Verfahren zur Berechnung von translationsinvarianten Zirkulartransformationen für die Anwendung in der Signal- und Bildverarbeitung.
Proceedings of the Mustererkennung 2000, 2000

Das generalisierte Positionsspektrum der Zirkulartransformationen.
Proceedings of the Bildverarbeitung für die Medizin 2000: Algorithmen, 2000

1999
Anwendung schneller diskreter Spektraltransformationen zur translationsinvarianten Merkmalsgewinnung.
Proceedings of the Mustererkennung 1999, 1999


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