Melanie Schranz

According to our database, Melanie Schranz authored at least 36 papers between 2012 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2025

Flocking Behavior: An Innovative Inspiration for the Optimization of Production Plants.

Martina Umlauft, Melanie Schranz

CoRR, August, 2025

LLM-Powered Swarms: A New Frontier or a Conceptual Stretch?

Muhammad Atta Ur Rahman, Melanie Schranz

CoRR, June, 2025

COSMOS: A Simulation Framework for Swarm-Based Orchestration in the Edge-Fog-Cloud Continuum.

Nadezhda Varzonova, Melanie Schranz

Proceedings of the 15th International Conference on Simulation and Modeling Methodologies, 2025

Neural Network-Enhanced Self-Organization for Efficient Resource Allocation in Distributed Edge Computing Environments.

Samira Hayat, Melanie Schranz, Loris Cannelli

Proceedings of the 9th IEEE International Conference on Fog and Edge Computing, 2025

Ant Colony Optimization for Data Search and Movement in the Edge-Fog-Cloud Continuum.

Oleksandr Chepizhko, Péter Forgács, Melanie Schranz

Proceedings of the 9th IEEE International Conference on Fog and Edge Computing, 2025

Swarm Intelligence-Based Algorithm for Workload Placement in Edge-Fog-Cloud Continuum.

Kefan Wu, Abdorasoul Ghasemi, Melanie Schranz

Proceedings of the 17th International Conference on Agents and Artificial Intelligence, 2025

2024

Artificial Bee Colony Algorithm: Bottom-Up Variants for the Job-Shop Scheduling Problem.

Khalil A. Yousseffi, Marija Gojkovic, Melanie Schranz

Proceedings of the 14th International Conference on Simulation and Modeling Methodologies, 2024

Using NetLogo to Simulate Large Production Plants: Simulation Performance: A Case Study.

Martina Umlauft, Melanie Schranz

Proceedings of the 14th International Conference on Simulation and Modeling Methodologies, 2024

Preserving Privacy in Logistics by Using Swarm Intelligence from the Bottom-Up.

Marija Gojkovic, Melanie Schranz

Proceedings of the 12th IEEE International Conference on Intelligent Systems, 2024

Bottom-Up Resource Orchestration in Edge Computing: An Agent-Based Modeling Approach.

Abdorasoul Ghasemi, Melanie Schranz

Proceedings of the 12th IEEE International Conference on Intelligent Systems, 2024

MYRTUS: Multi-layer 360° dYnamic orchestration and interopeRable design environmenT for compute-continUum Systems.

Francesca Palumbo, Maria Katiuscia Zedda, Tiziana Fanni, Alessandra Bagnato, Luca Castello, Jerónimo Castrillón, Roberto Del Ponte, Yansha Deng, Bart Driessen, Mauro Fadda, Tristan Halna du Fretay, Julio de Oliveira Filho, Veena Rao, Francesco Regazzoni, Alfonso Rodríguez, Melanie Schranz, Giulia Sedda

Proceedings of the 21st ACM International Conference on Computing Frontiers, 2024

2023

Bottom-Up Bio-Inspired Algorithms for Optimizing Industrial Plants.

Martina Umlauft, Marija Gojkovic, Kseniia Harshina, Melanie Schranz

Proceedings of the 15th International Conference on Agents and Artificial Intelligence, 2023

Bees, Bats and Glowworms: Swarm Algorithms for Optimizing Industrial Plants from the Bottom-Up.

Martina Umlauft, Marija Gojkovic, Kseniia Harshina, K. Majbour, Melanie Schranz

Proceedings of the Agents and Artificial Intelligence - 15th International Conference, 2023

Reinforcement Learning-Based Countermeasures Against Attacking UAV Swarms.

Jennifer Simonjan, Kseniia Harshina, Melanie Schranz

Proceedings of the 19th International Conference on Distributed Computing in Smart Systems and the Internet of Things, 2023

2022

SwarmFabSim: A Simulation Framework for Bottom-up Optimization in Flexible Job-Shop Scheduling using NetLogo.

Martina Umlauft, Melanie Schranz, Wilfried Elmenreich

Proceedings of the 12th International Conference on Simulation and Modeling Methodologies, 2022

Inspection of Ship Hulls with Multiple UAVs: Exploiting Prior Information for Online Path Planning.

Pasquale Grippa, Alessandro Renzaglia, Antoine Rochebois, Melanie Schranz, Olivier Simonin

Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2022

Inducing Defenders to Mislead an Attacking UAV Swarm.

Jennifer Simonjan, Stefano Ricardo Probst, Melanie Schranz

Proceedings of the 42nd IEEE International Conference on Distributed Computing Systems, 2022

2021

Swarm Intelligence and cyber-physical systems: Concepts, challenges and future trends.

Melanie Schranz, Gianni A. Di Caro, Thomas Schmickl, Wilfried Elmenreich, Farshad Arvin, Y. Ahmet Sekercioglu, Micha Sende

Swarm Evol. Comput., 2021

Engineering Swarms of Cyber-Physical Systems with the CPSwarm Workbench.

Micha Sende, Melanie Schranz, Gianluca Prato, Etienne Brosse, Omar Morando, Martina Umlauft

J. Intell. Robotic Syst., 2021

A Multidimensional Method for Capturing Spatial Data.

Christian Kollmitzer, Melanie Schranz, Manuel Warum

ERCIM News, 2021

Bottom-up Job Shop Scheduling with Swarm Intelligence in Large Production Plants.

Melanie Schranz, Martina Umlauft, Wilfried Elmenreich

Proceedings of the 11th International Conference on Simulation and Modeling Methodologies, 2021

An Artificial Hormone-based Algorithm for Production Scheduling from the Bottom-up.

Wilfried Elmenreich, Alexander Schnabl, Melanie Schranz

Proceedings of the 13th International Conference on Agents and Artificial Intelligence, 2021

2020

Swarm Robotic Behaviors and Current Applications.

Melanie Schranz, Martina Umlauft, Micha Sende, Wilfried Elmenreich

Frontiers Robotics AI, 2020

Editorial: Designing Self-Organization in the Physical Realm.

Heiko Hamann, Melanie Schranz, Wilfried Elmenreich, Vito Trianni, Carlo Pinciroli, Nicolas Bredèche, Eliseo Ferrante

Frontiers Robotics AI, 2020

2019

Swarm Intelligence Layer to Control Autonomous Agents (SWILT).

Elnaz Khatmi, Wilfried Elmenreich, Kristina Wogatai, Melanie Schranz, Martina Umlauft, Walter Laure, Andreas Wuttei

Proceedings of the STAF 2019 Co-Located Events Joint Proceedings: 1st Junior Researcher Community Event, 2nd International Workshop on Model-Driven Engineering for Design-Runtime Interaction in Complex Systems, and 1st Research Project Showcase Workshop co-located with Software Technologies: Applications and Foundations (STAF 2019), Eindhoven, The Netherlands, July 15, 2019

The CPSwarm Technology for Designing Swarms of Cyber-Physical Systems.

Midhat Jdeed, Melanie Schranz, Alessandra Bagnato, Sarah Suleri, Gianluca Prato, Davide Conzon, Micha Sende, Etienne Brosse, Claudio Pastrone, Wilfried Elmenreich

Proceedings of the STAF 2019 Co-Located Events Joint Proceedings: 1st Junior Researcher Community Event, 2nd International Workshop on Model-Driven Engineering for Design-Runtime Interaction in Complex Systems, and 1st Research Project Showcase Workshop co-located with Software Technologies: Applications and Foundations (STAF 2019), Eindhoven, The Netherlands, July 15, 2019

2018

Modelling a CPS Swarm System: A Simple Case Study.

Melanie Schranz, Alessandra Bagnato, Etienne Brosse, Wilfried Elmenreich

Proceedings of the 6th International Conference on Model-Driven Engineering and Software Development, 2018

Towards Resource-Aware Hybrid Camera Systems.

Melanie Schranz, Torsten Andre

Proceedings of the 12th International Conference on Distributed Smart Cameras, 2018

2017

Self-calibration and Cooperative State Estimation in a Resource-aware Visual Sensor Network.

Jennifer Simonjan, Melanie Schranz, Bernhard Rinner

Proceedings of the 11th International Conference on Distributed Smart Cameras, 2017

Designing Swarms of Cyber-Physical Systems: the H2020 CPSwarm Project: Invited Paper.

Alessandra Bagnato, Regina Krisztina Bíró, Dario Bonino, Claudio Pastrone, Wilfried Elmenreich, René Reiners, Melanie Schranz, Edin Arnautovic

Proceedings of the Computing Frontiers Conference, 2017

2016

Multi-camera object tracking using surprisal observations in visual sensor networks.

Venkata Pathuri Bhuvana, Melanie Schranz, Carlo S. Regazzoni, Bernhard Rinner, Andrea M. Tonello, Mario Huemer

EURASIP J. Adv. Signal Process., 2016

2015

Resource-aware State Estimation in Visual Sensor Networks with Dynamic Clustering.

Melanie Schranz, Bernhard Rinner

Proceedings of the SENSORNETS 2015, 2015

The extended vsnsim for hybrid camera systems.

Michael A. Gruber, Melanie Schranz, Bernhard Rinner

Proceedings of the 9th International Conference on Distributed Smart Camera, 2015

2014

Demo: VSNsim - A Simulator for Control and Coordination in Visual Sensor Networks.

Melanie Schranz, Bernhard Rinner

Proceedings of the International Conference on Distributed Smart Cameras, 2014

2013

Distributed object tracking based on cubature Kalman filter.

Venkata Pathuri Bhuvana, Melanie Schranz, Mario Huemer, Bernhard Rinner

Proceedings of the 2013 Asilomar Conference on Signals, 2013

2012

Consensus in visual sensor networks consisting of calibrated and uncalibrated cameras.

Melanie Schranz, Bernhard Rinner

Proceedings of the Sixth International Conference on Distributed Smart Cameras, 2012