Bogdan Franczyk

Orcid: 0000-0002-5740-2946

Affiliations:
  • University of Leipzig, Germany


According to our database1, Bogdan Franczyk authored at least 113 papers between 1995 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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Bibliography

2024
A Decade of Artificial Intelligence for Supply Chain Collaboration: Past, Present, and Future Research Agenda.
Logist. Res., January, 2024

Trends, Advancements and Challenges in Intelligent Optimization in Satellite Communication.
CoRR, 2024

Enhancing Roadway Safety: LiDAR-based Tree Clearance Analysis.
CoRR, 2024

An Open-Source Approach for Digital Prostate Cancer Histopathology: Bringing AI into Practice.
Proceedings of the 26th International Conference on Enterprise Information Systems, 2024

2023
Comparison of deep learning methods for grapevine growth stage recognition.
Comput. Electron. Agric., August, 2023

Entscheidungsunterstützungssysteme in der Produktentwicklung von Unternehmen.
Proceedings of the Mensch und Computer 2023, 2023

Sustainable Development of AI applications in Agriculture: A Review.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 27th International Conference KES-2023, 2023

Evaluating the Economic and Sustainability Impacts of Drones in Viticulture using BPMN-based Simulation.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 27th International Conference KES-2023, 2023

Adapting a Generic Smart Service Platform Architecture to the Road-Based Physical Internet.
Proceedings of the 25th International Conference on Enterprise Information Systems, 2023

Federated Learning for Data Trust in Logistics.
Proceedings of the Position Papers of the 18th Conference on Computer Science and Intelligence Systems, 2023

2022
A Fog-Based Multi-Purpose Internet of Things Analytics Platform.
SN Comput. Sci., 2022

Catch Me If You Can: Online Classification for Near Real-Time Anomaly Detection in Business Process Event Streams.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 26th International Conference KES-2022, 2022

Reference Model for Data-Driven Supply Chain Collaboration.
Proceedings of the Computational Logistics - 13th International Conference, 2022

Heuristic algorithm for periodic patterns discovery in a database workload reconstruction.
Proceedings of the Communication Papers of the 17th Conference on Computer Science and Intelligence Systems, 2022

2021
Framework Artifact for the Road-Based Physical Internet based on Internet Protocols.
CoRR, 2021

Semi-Supervised Anomaly Detection in Business Process Event Data using Self-Attention based Classification.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 25th International Conference KES-2021, 2021

A Hybrid IoT Analytics Platform: Architectural Model and Evaluation.
Proceedings of the 23rd International Conference on Enterprise Information Systems, 2021

A Conceptual Reference Framework for Data-driven Supply Chain Collaboration.
Proceedings of the 23rd International Conference on Enterprise Information Systems, 2021

Variational Autoencoder for Anomaly Detection in Event Data in Online Process Mining.
Proceedings of the 23rd International Conference on Enterprise Information Systems, 2021

Artificial Intelligence Inspired Supply Chain Collaboration: A Design-Science Research and System Dynamics Approach.
Proceedings of the 2021 IEEE International Conference on Engineering, 2021

Smarter Relationships? The Present and Future Scope of AI Application in Buyer-Supplier Relationships.
Proceedings of the Computational Logistics - 12th International Conference, 2021

Integrating External Data Sources into Internet of Things Architectures for Weather and Environmental Monitoring in Former Mining Areas.
Proceedings of the 51. Jahrestagung der Gesellschaft für Informatik, INFORMATIK 2021 - Computer Science & Sustainability, Berlin, Germany, 27. September, 2021

2020
Design and Evaluation of Routing Artifacts as a Part of the Physical Internet Framework.
CoRR, 2020

IoT Analytics Architectures: Challenges, Solution Proposals and Future Research Directions.
Proceedings of the Research Challenges in Information Science, 2020

Anomaly Detection on Data Streams - A LSTM's Diary.
Proceedings of the Research Challenges in Information Science, 2020

Deep learning for grape variety recognition.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 24th International Conference KES-2020, 2020

A Cloud-based Analytics Architecture for the Application of Online Machine Learning Algorithms on Data Streams in Consumer-centric Internet of Things Domains.
Proceedings of the 5th International Conference on Internet of Things, 2020

Conceptualization of a Smart Service Platform for Last Mile Logistics.
Proceedings of the Serviceology for Services - 7th International Conference, 2020

Lambda Architecture for Anomaly Detection in Online Process Mining Using Autoencoders.
Proceedings of the Advances in Computational Collective Intelligence, 2020

A Cloud-based Analytics-Platform for User-centric Internet of Things Domains - Prototype and Performance Evaluation.
Proceedings of the 53rd Hawaii International Conference on System Sciences, 2020

Increasing the Reusability of IoT-aware Business Processes.
Proceedings of the Position Papers of the 2020 Federated Conference on Computer Science and Information Systems, 2020

Conceptualization of an AI Based Assistant to Support the Compatibility of Family and Paid Work.
Proceedings of the Communication Papers of the 2020 Federated Conference on Computer Science and Information Systems, 2020

Countering Congestion: A White-Label Platform for the Last Mile Parcel Delivery.
Proceedings of the Business Information Systems - 23rd International Conference, 2020

2019
A Fog-enabled Smart Home Analytics Platform.
Proceedings of the 21st International Conference on Enterprise Information Systems, 2019

A Proposal for an Integrated Smart Home Service Platform.
Proceedings of the 21st International Conference on Enterprise Information Systems, 2019

A Generic Architectural Framework for Machine Learning on Data Streams.
Proceedings of the Enterprise Information Systems - 21st International Conference, 2019

An Architectural Blueprint for a Multi-purpose Anomaly Detection on Data Streams.
Proceedings of the 21st International Conference on Enterprise Information Systems, 2019

Resilient Environmental Monitoring Utilizing a Machine Learning Approach.
Proceedings of the Artificial Intelligence and Soft Computing, 2019

Smart Urban Design Space.
Proceedings of the 2019 Federated Conference on Computer Science and Information Systems, 2019

Standardized container virtualization approach for collecting host intrusion detection data.
Proceedings of the 2019 Federated Conference on Computer Science and Information Systems, 2019

2018
SEPL: An IoT Platform for Value-added Services in the Energy Domain - Architectural Concept and Software Prototype.
Proceedings of the 20th International Conference on Enterprise Information Systems, 2018

Online Surgery Rescheduling - A Data-driven Approach for Real-time Decision Support.
Proceedings of the 20th International Conference on Enterprise Information Systems, 2018

An Intelligent and Data-Driven Decision Support Solution for the Online Surgery Scheduling Problem.
Proceedings of the Enterprise Information Systems - 20th International Conference, 2018

Adaptive Lighting System as a Smart Urban Object.
Proceedings of the Communication Papers of the 2018 Federated Conference on Computer Science and Information Systems, 2018

On Some Heuristic Method for Optimal Workload Reconstruction.
Proceedings of the 27th International Workshop on Concurrency, 2018

Implementation of a Situation Aware and Real-Time Approach for Decision Support in Online Surgery Scheduling.
Proceedings of the 31st IEEE International Symposium on Computer-Based Medical Systems, 2018

2017
Data security in decentralized cloud systems - system comparison, requirements analysis and organizational levels.
J. Cloud Comput., 2017

Data modeling of smart urban object networks.
Proceedings of the International Conference on Web Intelligence, 2017

Integrating Smart Devices as Business Process Resources - Concept and Software Prototype.
Proceedings of the Service-Oriented Computing - ICSOC 2017 Workshops, 2017

A Personal Analytics Platform for the Internet of Things - Implementing Kappa Architecture with Microservice-based Stream Processing.
Proceedings of the ICEIS 2017, 2017

Go with the Flow - Design of Cloud Logistics Service Blueprints.
Proceedings of the 50th Hawaii International Conference on System Sciences, 2017

Privacy Preserving BPMS for Collaborative BPaaS.
Proceedings of the 2017 Federated Conference on Computer Science and Information Systems, 2017

Automation of Privacy Preserving BPMS in Collaborative Cloud-Based Business Processes.
Proceedings of the Information Technology for Management. Ongoing Research and Development, 2017

A Big Data architecture for intra-surgical remaining time predictions.
Proceedings of the 8th International Conference on Emerging Ubiquitous Systems and Pervasive Networks (EUSPN 2017) / The 7th International Conference on Current and Future Trends of Information and Communication Technologies in Healthcare (ICTH-2017) / Affiliated Workshops, 2017

Method for Intra-Surgical Phase Detection by Using Real-Time Medical Device Data.
Proceedings of the 30th IEEE International Symposium on Computer-Based Medical Systems, 2017

A Smart Energy Platform for the Internet of Things - Motivation, Challenges, and Solution Proposal.
Proceedings of the Business Information Systems - 20th International Conference, 2017

2016
User specific privacy policies for collaborative BPaaS on the example of logistics.
Proceedings of the 2016 Federated Conference on Computer Science and Information Systems, 2016

Evaluation of User Specific Privacy Policy Architecture for Collaborative BPaaS on the Example of Logistics.
Proceedings of the Information Technology for Management: New Ideas and Real Solutions, 2016

Business Process Optimization with Big Data Analytics Under Consideration of Privacy.
Proceedings of the 2016 Federated Conference on Computer Science and Information Systems, 2016

Foundation for Modular Cloud Logistics.
Proceedings of the Position Papers of the 2016 Federated Conference on Computer Science and Information Systems, 2016

How low Should You Go? - Conceptualization of the Service Granularity Framework.
Proceedings of the 24th European Conference on Information Systems, 2016

Research in Progress: Implementation of an Integrated Data Model for an Improved Monitoring of Environmental Processes.
Proceedings of the Business Information Systems Workshops, 2016

Service Self-customization in a Network Context: Requirements on the Functionality of a System for Service Self-customization.
Proceedings of the Business Information Systems - 19th International Conference, 2016

Cloud Based Privacy Preserving Collaborative Business Process Management.
Proceedings of the 2016 IEEE International Conference on Computer and Information Technology, 2016

A Reference Architecture for the Logistics Service Map: Structuring and Composing Logistics Services in Logistics Networks.
Proceedings of the 2016 IEEE International Conference on Computer and Information Technology, 2016

2015
Real-time information acquisition in a model-based integrated planning environment for logistics contracts.
J. Object Technol., 2015

Praktische Entwicklung einer wissensorientierten Unternehmenskultur. Entwurf einer Zertifizierungsmethode.
Proceedings of the Gemeinschaften in Neuen Medien (GeNeMe) 2015, Dresden, 2015

Secure service interaction for collaborative business processes in the inter-cloud.
Proceedings of the 2015 Federated Conference on Computer Science and Information Systems, 2015

Dynamic and Scalable Real-time Analytics in Logistics - Combining Apache Storm with Complex Event Processing for Enabling New Business Models in Logistics.
Proceedings of the ENASE 2015, 2015

Evaluating New Approaches of Big Data Analytics Frameworks.
Proceedings of the Business Information Systems - 18th International Conference, 2015

Flexible and Modular Low Power Wireless Networks.
Proceedings of the 6th International Conference on Ambient Systems, 2015

2014
Real-timeservice profiling for the efficient simulation of logistics networks.
Proceedings of the International Conference on Advanced Logistics and Transport, 2014

Research Problems Associated with Big Data Utilization in Logistics and Supply Chains Design and Management.
Proceedings of the Position Papers of the 2014 Federated Conference on Computer Science and Information Systems, 2014

Cloud-based Cooperation of Logistics Service Providers in Logistics Cluster Organisations.
Proceedings of the Position Papers of the 2014 Federated Conference on Computer Science and Information Systems, 2014

Visual enhancement of service maps in logistics clouds.
Proceedings of the 2014 Federated Conference on Computer Science and Information Systems, 2014

Design, Implementation and Field Testing of a Cloud-Based Smart Meter Installation Management.
Proceedings of the Business Information Systems Workshops, 2014

Continuous Quality Improvement in Logistics Service Provisioning.
Proceedings of the Business Information Systems - 17th International Conference, 2014

2013
Generierte Mensch-Maschine-Schnittstellen zur Ad-hoc-Integration von Logistikketten.
HMD Prax. Wirtsch., 2013

Towards Real-Time Data Acquisition for Simulation of Logistics Service Systems.
Proceedings of the Computational Logistics - 4th International Conference, 2013

Applying Big Data and Linked Data Concepts in Supply Chains Management.
Proceedings of the 2013 Federated Conference on Computer Science and Information Systems, 2013

2012
Entscheidungsunterstützung in logistischen Netzwerken - Ansätze für eine Umsetzung.
Proceedings of the Tagungsband des 4. Workshops "Business Intelligence" der GI-Fachgruppe Business Intelligence in Zusammenarbeit mit der Fachgruppe Wirtschaftsinformatik der Fachhochschule Mainz , 2012

Integration of Service Models - Preliminary Results for Consistent Logistics Service Management.
Proceedings of the 2012 Annual SRII Global Conference, San Jose, CA, USA, July 24-27, 2012, 2012

Service-System-Architekturen zur Gestaltungvon Logistikdienstleistungsnetzwerken.
Proceedings of the Multikonferenz Wirtschaftsinformatik 2012: Tagungsband der MKWI 2012, Braunschweig, Germany, February 29, 2012

Modellgetriebene ad-hoc Integration vonLogistikdienstleistern - Integrationsansatz und Prototyp.
Proceedings of the Multikonferenz Wirtschaftsinformatik 2012: Tagungsband der MKWI 2012, Braunschweig, Germany, February 29, 2012

Towards Automated Logistics Service Comparison - Decision Support for Logistics Network Management.
Proceedings of the ICEIS 2012 - Proceedings of the 14th International Conference on Enterprise Information Systems, Volume 1, Wroclaw, Poland, 28 June, 2012

Applying Linked Data Concepts in BPM.
Proceedings of the Federated Conference on Computer Science and Information Systems, 2012

2011
Modellgetriebene Integration von Logistik-Informationssystemen in die LSEM-Plattform.
Proceedings of the 41. Jahrestagung der Gesellschaft für Informatik, 2011

Towards an Integrated Simulation Approach for Planning Logistics Service Systems.
Proceedings of the Business Process Management Workshops, 2011

The Logistics Service Engineering and Management Platform: Features, Architecture, Implementation.
Proceedings of the Business Information Systems - 14th International Conference, 2011

2010
Towards information transparency in the context of service management.
Proceedings of the IEEE International Conference on Service-Oriented Computing and Applications, 2010

Value Chain Cockpit auf Basis betrieblicher Anwendungssysteme.
Proceedings of the Multikonferenz Wirtschaftsinformatik, 2010

Electronic Service Management als Grundlage für Service Level Provisioning - Anforderungen und Evaluation.
Proceedings of the 40. Jahrestagung der Gesellschaft für Informatik, Service Science - Neue Perspektiven für die Informatik, INFORMATIK 2010, Leipzig, Germany, September 27, 2010

RFID-based Business Process Improvements - Case Stody Results and Recommendations.
Proceedings of the INFORMATIK 2010 - Business Process and Service Science - Proceedings of ISSS and BPSC, September 27, 2010

Visualising Business Capabilities in the Context of Business Analysis.
Proceedings of the Business Information Systems, 13th International Conference, 2010

Customers as service innovators within business networks.
Proceedings of the Sustainable IT Collaboration Around the Globe. 16th Americas Conference on Information Systems, 2010

2009
Die Entwicklung einer gemeinsamen IT-Plattform im Bereich Logistik.
Proceedings of the Software Engineering 2009: Fachtagung des GI-Fachbereichs Softwaretechnik 02.-06.03. 2009 in Kaiserslautern, 2009

A Case Study on Managing SLAs in Composite Services with COSMA.
Proceedings of the Business Process, 2009

2008
COSMA - An Approach for Managing SLAs in Composite Services.
Proceedings of the Service-Oriented Computing, 2008

Managing Dynamics of Composite Service Level Agreements with COSMA.
Proceedings of the Fifth International Conference on Fuzzy Systems and Knowledge Discovery, 2008

An Approach for Matching Functional Business Requirements to Standard Application Software Packages via Ontology.
Proceedings of the 32nd Annual IEEE International Computer Software and Applications Conference, 2008

2006
An unadjusted size measurement of embedded software system families and its validation.
Softw. Process. Improv. Pract., 2006

Prozess-Familien-Punkte.
Inform. Forsch. Entwickl., 2006

Process-Family-Points.
Proceedings of the Software Process Change, 2006

SLA Lifecycle Management in Services Grid- Requirements and Current Efforts Analysis.
Proceedings of the Conference Proceedings NODe 2006, 2006

2005
A real time measure of software system families.
ACM SIGSOFT Softw. Eng. Notes, 2005

Metrics for software system families.
ACM SIGSOFT Softw. Eng. Notes, 2005

A Framework for Automated Negotiation of Service Level Agreements in Services Grids.
Proceedings of the Business Process Management Workshops, 2005

2003
Deploying Mobile and Intelligent Agents in interconnected E-Marketplaces.
Trans. SDPS, 2003

2002
Modeling Web Services Variability with Feature Diagrams.
Proceedings of the Web, 2002

InterMarket - Towards Intelligent Mobile Agent e-Marketplaces.
Proceedings of the 9th IEEE International Conference on Engineering of Computer-Based Systems (ECBS 2002), 2002

2001
Feature Interaction and Composition Problems in Software Product Lines.
Proceedings of the ECOOP 2001 Workshop on Feature Interaction in Composed Systems (FICS 2001), 2001

Middleware und das Internet.
Proceedings of the CSCW-Kompendium, 2001

1995
Meta-level-architecture for distributed second generation knowledge based systems using CORBA-standard.
Proceedings of the Second International Symposium on Autonomous Decentralized Systems, 1995


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