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Ausgesuchte Veröffentlichungen

  • Md Nur Amin, A. Jesser. "Minimal Agents, Maximum Bias Insight". The 58th Hawaii International Conference on System Sciences (HICSS2024), Hawaii, Big Island, January 7-10, 2025, conditionally accepted.
  • Md. Dwedar, F. Bayram, A. Jesser. "Real-Time Decentralized M2M Decision-Making via Deep Learning and Incremental Learning". The 31st International Conference on Neural Information Processing (ICONIP 2024), December, 2024, Auckland, New Zealand, accepted.
  • T. Rettenmeier, A. Jesser. "Graph-Based Data Augmentation and Label Noise Identification for Entity Resolution". The 31st International Conference on Neural Information Processing (ICONIP 2024), December, 2024, Auckland, New Zealand, accepted.
  • Md Nur Amin, A. Jesser. "Bias Busters: Fair Text Generation with GPT-2". The 18th International Conference on Information Technology and Applications (ICITA 2024), Sydney, Australia, October 17-19, 2025, accepted.
  • H. A. Quddus, Md S. Hossain, Z. Cevahir, Md Nur Amin, A. Jesser. "Enhanced VLSI Assertion Generation: Conforming to High-Level Specifications and Reducing LLM Hallucinations with RAG". The Design and Verification Conference in Europe (DVCon Europe 2024), Munich, Germany, October 15-16, 2024, accepted.
  • S. A. Hamza, A. Jesser. "Automated Educational Content Creation using KeyLLM and DALL-E: Enhancing Learning with AI". The  2nd International Conference on Artificial Intelligence Innovation (ICAII 2024), September, 2024, Bangkok, accepted.
  • A. Sarker, M. Speidel, A. Jesser. "A Hybrid Framework for Secure and Private Mobile Networking Using Federated Learning and Decentralized Protocols". The  2nd International Conference on Artificial Intelligence Innovation (ICAII 2024), September, 2024, Bangkok, accepted.
  • Md Nur Amin, L. Hübner, F. S. Bayram, A. Jesser. "Real-Time Anomaly Detection with LSTM-Autoencoder Network on Microcontrollers for Industrial Applications". The 8th International ACM Conference on Graphics and Image Processing (ICGSP 2024), June 14-16, 2024, Tokyo Metropolitan University, Japan.
  • S. A. Hamza, A. Jesser. "A study on advancing Edge Detection and Geometric Analysis through Image Processing". The 8th International ACM Conference on Graphics and Image Processing (ICGSP 2024), June 14-16, 2024, Tokyo Metropolitan University, Japan.
  • A. Sarker, A. Jesser, M. Speidel. "Enhancing Decentralized Federated Learning with User Feedback Loops: A Novel Approach for Personalized and Adaptive Learning in IoT Environments". The 3rd IEEE International Conference on Computing and Machine Intelligence (IEEE-ICMI 2024), April 2024, Michigan, USA. DOI: 10.1109/ICMI60790.2024.10585926
  • T. Rettenmeier, A. Jesser. "Data Augmentation for Entity Resolution: A Comparative Evaluation". The 3rd IEEE International Conference on Computing and Machine Intelligence (IEEE-ICMI 2024), April 2024, Michigan, USA.
  • S. A. Hamza, A. Jesser. "Advancing Industry 4.0 with Real-Time Machine Vision Integration in Cyber-Physical Systems". The 3rd IEEE International Conference on Computing and Machine Intelligence (IEEE-ICMI 2024), April 2024, Michigan, USA.
  • M. Dwedar, F. Bayram, J. Eberhard, A. Jesser. "Dynamic Anomaly Detection in 5G-Connected IoT Devices using Transfer Learning". The 3rd IEEE International Conference on Computing and Machine Intelligence (IEEE-ICMI 2024), April 2024, Michigan, USA. DOI: 10.1109/ICMI60790.2024.10585712
  • D. Rosenberger, A. Jesser. "An adversary effort centric attack probability model". The 3rd IEEE International Conference on Computing and Machine Intelligence (IEEE-ICMI 2024), April 2024, Michigan, USA.
  • F. Hensler, A. Jesser, N. Strebe. "Optimization of a Data-Driven Soft Sensor for Use Cases with Multiple Dimensions". The 25th IEEE International Conference on Industrial Technology (ICIT 2024), March 2024, Bristol, UK. DOI: 10.1109/ICIT58233.2024.10540939
  • M. Dwedar, A. Jesser, R. Radtke, F. S. Bayram, F. Köse. "Investigation of The Generated Energy, Noise and Performance on High Capacity 10 MW Wind Turbines with Two Different NACA 4415-2215 Airfoils Profiles". The 4th International Conference on Smart Grid and Renewable Energy (SGRE 2024), Sponsored by IEEE, Januar 2024, Dohar, Qatar. DOI: 10.1109/SGRE59715.2024.10428983.
  • Md Nur Amin, Al Imran Abdullah, F. S. Bayram, A. Jesser. "Adverserial Debiasing using Regularized Direct Entropy Minimization in Wasserstein GAN with Gradient Penalty". The 26th IEEE International Conference on Computer and Information Technology (ICCIT 2023), December 2023, Bangladesh. DOI:10.1109/ICCIT60459.2023.10441224
  • T. Rettenmeier, A. Jesser. "Introducing a novel dataset for product matching: A new challenge for matching systems". The 3rd International Conference on Computers and Automation (CompAuto 2023), December 2023, Paris, France. DOI: 10.1109/CECCC59577.2023.10560817
  • F. Hensler, A. Jesser, N. Strebe . "Implementation and Optimization of a Data-Driven Soft Sensor in a Welding Process", The 6th IEEE International Conference on Software Engineering and Computer Science (CSECS 2023) , Chengdu, China, December 2023. DOI: 10.1109/CSECS60003.2023.10428331
  • S. A. Hamza, A. Jesser. "A Hierarchical Vision Approach for Enhanced Medical Diagnostics of Lung Tuberculosis using Swin Transformer". The 13th International Conference on Digital Image Processing  and  Pattern  Recognition  (DPPR  2023), November 2023, London, UK. DOI: 10.5121/sipij.2023.14601
  • F. S. Bayram, M. Dwedar, A. Melke, R. Schneider, R. Radtke, A. Jesser. "AnomalyBAGS: Bagging-based Ensemble Learning with Time-Series-to-Image Transformations for Robust Anomaly Detection", 8th IEEE International Conference on Engineering Technologies and Applied Sciences (ICETAS 2023), 25.- 27. October 2023, Bahrain. DOI: 10.1109/ICETAS59148.2023.10346596.
  • A. Sarker, A. Jesser, M. Speidel. "Advancing Decentralized IoT with Privacy-preserving AI: Harnessing Federated Learning and NLP Techniques", The IEEE International Conference on Artificial Intelligence, Blockchain, and Internet of Things, (AIBThings 2023), Michigan, USA, September 16-17, 2023. DOI:10.1109/AIBThings58340.2023.10292448.
  • Sai Kumar R. Gudavadla, A. Jesser, C. Pilch, R. Radtke, J. Springer “Development and Execution of an Ozone-Utilizing Air-Purification System for Exceptionally Effective Microbe Elimination” International Conference on MULTIDISCIPLINARY INNOVATION in ACADEMIC  RESEARCH (MIAR 2023), 20. August 2023, Ballari, India.
  • Sai Kumar R. Gudavadla, A. Jesser, C. Pilch, R. Radtke, J. Springer “Design  and  Implementation  of  an  Ozone-based  Air-Cleaning  System  for Highly Efficient Germicidal Action” International Conference on Environmental Chemistry and Engineering (ICECE 2023), 6. August 2023 , Shimla, India.
  • Md Nur Amin, Al Imran Abdullah, Fatih S. Bayram, Lea Hübner and A. Jesser. "Breaking Bias: Alpha Weighted Loss in Multiobjective Learning Taming Gender Stereotypes". 2nd World Conference on Information Systems for Business Management (ISBM 2023), June 2023, Bangkok, Thailand.
  • F. Bayram, M. N. Amin, A. Melke, R. Schneider, R. Radtke, A. Jesser. "Encoding Techniques on Multivariate Time Series Signals for Failure Prevention of Industrial Assets with Unsupervised Deep Anomaly Detection", 6th IEEE International Conference on Industrial Cyber Physical System (ICPS  2023), Wuhan, China, May 2023. DOI: 10.1109/ICPS58381.2023.10128068
  • F. Hensler, N. Strebe, M. Kappler, S. Mütsch, H. Frank, A. Jesser. "On Premise IIoT Architecture for Capturing, Storing and Visualizing Production Data", 2th International Conference on Computer Engineering, Technologies, and Applications (CETA  2023), Istanbul, Turkey, May 2023.  
  • J. Hermann, R. Radtke, A. Kabanbayev, J. M. Shardarbekovich, A. Jesser. "KI based Chip Classification for Detection of unwanted Chip Buildup", 5th International Conference on Frontiers of Image Processing (ICFIP  2022), Osaka, Japan, October 2022. Published in International Journal of Future Computer and Communication (IJFCC) 2022 Vol.11(4): 79-83 ISSN: 2010-3751. DOI: 10.18178/ijfcc.2022.11.4.592 
  • F. S. Bayram, R. Erbel, R. Radtke, A. Jesser. "Anomaly Detection of Multivariate Image Time Series based on Gramian Angular Field using Convolutional Autoencoder", 2nd International Workshop on Automation, Control and Communication Engineering (IWACCE2022), Wuhan, China, August 2022. Proceedings of the SPIE, Volume 12492, id. 1249216 6 pp. (2022).  DOI: 10.1117/12.2663003 
  • F. S. Bayram, F. Pütz, J. Weiß, R. Radtke, A. Jesser, N. C. Stache. "Classification of Vulnerable Road Users based on Range-Doppler Maps of 77 GHz MIMO Radar using Different Machine Learning Approaches", Proceedings of the 6th International Conference on Graphics and Signal Processing (ICGSP 2022),  Pages 27–33, Chiba, Japan, July 2022. DOI: https://doi.org/10.1145/3561518.3561523 
  • R. Radtke, A. Jesser. "Rapid Analysis of Thorax Images for the Detection of Viral Infections", 6th International Conference on Graphics and Signal Processing (ICGSP 2022), Journal of Image and Graphics JOIG  ISSN: 2301-3699, Chiba, Japan, July 2022.
  • C. Kammerer, M. Gaust, P. Starke, R. Radtke, A. Jesser. "Classification Methods for Motor Vibration in Predictive Maintenance", 2nd International Conference on Machine Learning Techniques and Data Science (MLDS 2021), Zurich, Switzerland, November 2021. DOI: 10.5121/csit.2021.111805 .
  • C. Kammerer, M. Gaust, M. Küstner, P. Starke, R. Radtke, A. Jesser. "Motor Classification with Machine Learning Methods for Predictive Maintenance", 17th IFAC Symposium on Information Control Problems in Manufacturing (INCOM 2021), Budapest June 2021. DOI: 10.1016/j.ifacol.2021.08.126 .
  • L. Kopp, R. Radtke, A. Jesser. "Analyse von Thorax-Aufnahmen zur Erkennung von Virusinfektionen wie Covid-19", 26. interdisziplinäre Wissenschaftliche Konferenz Mittweida (IWKM 2021), Mittweida, Deutschland, 2021.
  • C. Kammerer, M. Küstner, M. Gaust, P. Starke, R. Radtke, A. Jesser. "Machine Learning Algorithms for Classifying Component Defects for Predictive Maintenance", 26. interdisziplinäre Wissenschaftliche Konferenz Mittweida (IWKM 2021), Mittweida, Deutschland, 2021.
  • C. Kammerer, M. Küstner, M. Gaust, P. Starke, R. Radtke, A. Jesser. "Classification of Motor Vibration with Machine Learning Methods and Simulating the
    Vibration using Statistical Models", 3rd Workshop for Young Scientists in Computer Science and Software Engineering, CS and SE and SW (CS&SE@SW 2020) ; Kryvyi Rih; Ukraine;  November 2020. http://www.scopus.com/inward/record.url?eid=2-s2.0-85103257783&partnerID=MN8TOARS
  • C. Kammerer, P. Starke, M. Gaust, M. Küstner, R. Radtke, A. Jesser. "Comparison of Predictive Maintenance Methods for Thermal Systems", 24th international Conference of Knowledge-Based and Intelligent Information & Engineering Systems. (KES 2020), Verona, Italy, September 2020, Procedia Computer Science, 176, 166-174, 2020. DOI: 10.1016/j.procs.2020.08.018 .
  • P. Starke, M. Gaust, C. Kammerer, M. Küstner, R. Radtke, A. Jesser. "Vergleich von Predictive Maintenance Methoden für Thermosysteme", 17. Konferenz für 'Angewandten Automatisierungstechnik in Lehre und Entwicklung' (AALE 2020), Leipzig, Deutschland, March 2020.
  • R. Eschenweck, D. Unger, Ch. Kraft, A. Jesser. "Developing Power Line Communications for Smart Street Lighting", 23. Internationale Wissenschaftliche Konferenz Mittweida (IWKM 2014), Mittweida, Deutschland, November 2014.
  • S. Lämmermann, A. Jesser, A. Viehl, J. Ruf, L. Hedrich, T. Kropf, W. Rosenstiel. "Towards Assertion-Based Verification of Heterogeneous System Designs", The Design, Automation and Test Conference in Europe (DATE’10), Dresden, pp. 1171- 1176, March 2010. DOI: 10.1109/DATE.2010.5456985 .
  • S. Lämmermann, A. Jesser, M. Rathegeber, J. Ruf, L. Hedrich, T. Kropf, W. Rosenstiel. "Checking Heterogeneous Signal Characteristics Applying Assertion- Based Verification", Formal Verification of Analog Circuits (FAC'09), Grenoble, Frankreich, June 2009.
  • S. Lämmermann, A. Jesser, R. Weiss, J. Ruf, T. Kropf, L. Hedrich, W. Rosenstiel. "An Assertion-Based Verification Methodology for SystemC-AMS Designs", The 15thWorkshop on Synthesis and System Integration of Mixed Information Technologies (SASIMI’09), Okinawa, Japan, pp. 434-439, March 2009.
  • S. Lämmermann, A. Pacholik, A. Jesser, R. Weiss, J. Ruf, W. Fengler, L. Hedrich, T. Kropf, W. Rosenstiel. "Improving Mixed-Signal Verification by Assertions Based Design", The 16thIFIP/IEEE International Conference on Very Large Scale Integration (VLSI-SoC’08), Rhodos, Griechenland, pp. 144-147, October 2008.
  • A. Jesser, L. Hedrich. "A Symbolic Approach for Mixed-Signal Model Checking", The 13th Asia and South Pacific Design Automation Conference (ASP-DAC’08), Seoul, Korea, pp. 404-409, January 2008. DOI: 10.1109/ASPDAC.2008.4483984 .
  • A. Jesser, S. Lämmermann, A. Pacholik, R. Weiss, J. Ruf, W. Fengler, L. Hedrich, T. Kropf, W. Rosenstiel. "Analog Simulation Meets Digital Verification - A Formal Assertion Approach for Mixed-Signal Verification", The 14th Workshop on Synthesis And System Integration of Mixed Information Technologies (SASIMI’07), Hokkaido, Japan, pp. 507-514, October 2007.
  • S. Steinhorst, A. Jesser, L. Hedrich. "Advanced Property Specification for Model Checking of Analog Systems", 9. ITG/GMM-Fachtagung Analog (Analog'06), Dresden, Deutschland, pp. 63-68, September 2006.
  • A. Jesser, M. Wedler, L. Hedrich, W. Kunz. "A case study on applying bounded model checking to analog circuit verification", 9. GI/ITG/GMM-Workshop Methoden und Beschreibungssprachen zur Modellierung und Verifikation von Schaltungen und Systemen (MBMV'06), Dresden, Deutschland, pp. 106-113, February 2006.
  • S. Urquijo, G. Rohmer, J. Garcia-Blanch, A. Jesser. "Wideband Architecture for Future Navigation Systems", The 7th European Navigation Conference (ENC- GNSS’03), Graz, Österreich, pp. 106-113, April 2003.



Journals

A. Jesser, S. Lämmermann, A. Pacholik, R. Weiss, J. Ruf, W. Fengler, L. Hedrich, T. Kropf, W. Rosenstiel. "Advanced Assertion-Based Design for Mixed-Signal Verification", IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences, Special Section on “VLSI Design and CAD Algorithms, Vol. E91–A, No. 12, pp. 3548-3555, Dezember 2008. DOI: 10.1093/ietfec/e91-a.12.3548 .

Bücher

  • A. Jesser. "Mixed-Signal Circuit Verification Using Symbolic Model Checking Techniques", Dissertation, Universität Frankfurt a. M., ISBN 978-3-89963-841-7 [Add to Citavi project by ISBN] , Verlag Dr. Hut, Oktober 2008.
  • C. Amelunxen, Ch. Budnik, S. Burmester, M. Grünwald, H. Höschen, A. Jesser, K. Pöhland, N. Sevilmis, C. Carsten. "Kooperatives autonomes Verhalten am Beispiel eines Clusteralgorithmus", Heinz Nixdorf Institut, Schaltungstechnik, Universität Paderborn, HNI-Verlagsschriftenreihe, Band 64, Proceedings of the 1. International Khepera Workshop,  ISBN 3-931-486-63-9, Sep. 2000.


Sonstige

  • Presentation Syed Hamza to his confernce paper "A Hierarchical Vision Approach for Enhanced Medical Diagnostics of Lung Tuberculosis using Swin Transformer". The 13th International Conference on Digital Image Processing  and  Pattern  Recognition  (DPPR  2023), November 2023, London, UK. youtube link: https://www.youtube.com/watch?v=yhcMBW9EEVc

  • A. Jesser, L. Hedrich, et.al. "FEST: Funktionale Verifikation von Systemen", Newsletter edacentrum 03/2006, ISSN-Nr.: 1862 2283. pp. 5-12, 2006.

  • Clusterforschungsprojekt FEST : Abschlussbericht ; Vorhabenbezeichnung: funktionale Verifikation von Systemen ; Berichtszeitraum: 01.07.2004 - 30.06.2007, January 2007, DOI: 10.2314/GBV:598259406

  • A. Jesser. "Design of a One Channel Noise Reduction Method", Diploma Thesis, University of Paderborn, 2002.

  • A. Jesser. "Power Consumption Estimation in Massive Parallel VLSI Processor Fields", Student Research Thesis, University of Paderborn Germany, 2002.

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