Matthias R. Brust
My research interests lie mostly at the intersections of computational sciences, network science, cognitive science, and design thinking, following an inter- and crossdisciplinary approach. I pursue both theoretical and empirical questions, often combining the two, with the aim to provide pragmatic solutions for real-world challenges.
Systems, Networks, Artificial Intelligence, Innovation, Standardization
Interplay between success and patterns of human collaboration: case study of a Thai Research Institute. AM Fiscarelli, MR Brust, R Bouffanais, A Piyatumrong, G Danoy, P Bouvry. Scientific Reports (Nature), 2021. [ doi ]
Innovation Networks from Inter-organizational Research Collaborations. S Dilmaghani, A Piyatumrong, G Danoy, P Bouvry, MR Brust. Heuristics for Optimization and Learning, 2020. [doi]
A Vertex-Similarity Clustering Algorithm for Community Detection. AM Fiscarelli, MR Brust, G Danoy, P Bouvry. Journal of Information and Telecommunication, 2020. [ doi ]
Bayesian Optimisation to select Rössler System Parameters used in Chaotic Ant Colony Optimisation for Coverage. M Rosalie, E Kieffer, MR Brust, G Danoy, P Bouvry. Journal of Computational Science, 2020.
Link Definition ameliorating Community Detection in Collaboration Networks. S Dilmaghani, MR Brust, A Piyatumrong, G Danoy, P Bouvry. Frontier in Big Data, 2019. [ doi ]
Internet of Unmanned Aerial Vehicles—A Multilayer Low-Altitude Airspace Model for Distributed UAV Traffic Management. NS Labib, G Danoy, J Musial, MR Brust and P Bouvry. Sensors 2019, 19(21), 4779. [ doi ]
Tackling Large-Scale and Combinatorial Bi-level Problems with Genetic Programming Hyper-heuristic. E Kieffer, G Danoy, MR Brust, P Bouvry, A Nagih. IEEE Transactions on Evolutionary Computation, 2019.
Topological and Combinatorial Coverage Hole Detection in Coordinate-free Wireless Sensor Networks. S Ramazani, J Kanno, RR Selmic, and MR Brust. International Journal of Sensor Networks, 2016.
Modeling Primate Social Life Monitoring with Wireless Sensor and Actor Networks. MI Akbas, MR Brust, D Turgut, CH Ribeiro. Computer Networks Journal, 2015.
Using Network Motifs to Investigate the Influence of Network Topology on PPM-Based IP Traceback Schemes. AR Kiremire, MR Brust, VV Phoha. Computer Networks Journal, 2014.
Modeling online social network users’ profile attribute disclosure behavior from a game theoretic perspective. J Chen, AR Kiremire, MR Brust, VV Phoha, 2014. [ doi ]
A Game Theoretic Approach for Modeling Privacy Settings of an Online Social Network. J Chen, AR Kiremire, MR Brust, VV Phoha. ICST Transactions on Collaborative Computing, 2014.
Weak Ties in Complex Wireless Communication Networks. A Leonel, CH Ribeiro, MR Brust. Complex Networks: Studies in Computational Intelligence, 2013.
Multi‐hop Localization System for Environmental Monitoring in Wireless Sensor and Actor Networks. MR Brust, MI Akbas, D Turgut. Concurrency and Computation: Practice and Experience, 2011. [ doi ]
SOFROP: Self-Organizing and Fair Routing Protocol for Wireless Networks with Mobile Sensors and Stationary Actors. M.I. Akbas, MR Brust, D. Turgut. Computer Communications Journal, 2011.
Effective Coverage Area and Network Density in Simulations of Ad hoc and Sensor Networks. MR Brust, CH Ribeiro, JA Filho, J Mesit, RK Guha. International Journal of Simulation–Systems, Science and Technology, 2009.
HyMN-injection-based multimedia content distribution in hybrid wireless networks. A Andronache, MR Brust, S Rothkugel. Journal of Multimedia Systems, 2008.
A Communication Model for Adaptive Service Provisioning in Hybrid Wireless Networks. MR Brust, S Rothkugel. WSEAS Transactions on Circuits and Systems, 2004.
Semi-Adaptive Testing Strategies in a Web-based Generic Tutoring System. MR Brust. Instructional Technologies: Cognitive Aspects of Online Programs, 2004.
Local Community Detection Algorithm with Self-defining Source Nodes. S Dilmaghani, MR Brust, G Danoy, P Bouvry. Complex Networks and their Applications (COMPLEX NETWORKS), 2020. [ doi ]
Privacy and Security of Big Data in AI Systems: A Research and Standards Perspective. SE Dilmaghani, MR Brust, G Danoy, N Cassagnes, J Pecero, P Bouvry. IEEE International Conference on Big Data (IEEE BigData), 2019. [ doi ]
Trustworthiness in IoT–A Standards Gap Analysis on Security, Data Protection and Privacy. NS Labib, MR Brust, G Danoy, P Bouvry. IEEE Conference on Standards for Communications and Networking (IEEE CSCN), 2019. [ doi ]
A Multilayer Low-Altitude Airspace Model for UAV Traffic Management. NS Labib, G Danoy, J Musial, MR Brust, P Bouvry. ACM Symposium on Design and Analysis of Intelligent Vehicular Networks and Applications (ACM DIVANet), 2019. [ doi ]
Detecting Target-Area Link-Flooding DDoS Attacks using Traffic Analysis and Supervised Learning. M Rezazad, MR Brust, M Akbari, P Bouvry, NM Cheung. Future of Information and Communication Conference (Springer Book), 2019.
Toward real-world vehicle placement optimization in round-trip carsharing. B Changaival, G Danoy, D Kliazovich, F Guinand, MR Brust, J Musial, K Lavangnananda, P Bouvry. Genetic and Evolutionary Computation Conference (GECCO), 2019.
Lightweight key agreement for wireless sensor networks. J Mesit, MR Brust, P Bouvry. IEEE International Conference on Software Quality, Reliability and Security Companion (IEEE QRS-C), 2018.
Defending against Intrusion of Malicious UAVs with Networked UAV Defense Swarms. MR Brust, G Danoy, P Bouvry, D Gashi, H Pathak, MP Gonçalves. IEEE Conference on Local Computer Networks (IEEE LCN), 2017.
VBCA: A virtual forces clustering algorithm for autonomous aerial drone systems. MR Brust, MI Akbas, D Turgut. IEEE International Systems Conference (IEEE SysCon), 2016.
The Privacy Exposure Problem in Mobile Location-based Services. FJ Wu, MR Brust, YA Chen, T Luo. IEEE Global Communications Conference (IEEE GLOBECOM), 2016.
Backpropagation oder wie lernen Neuronale Netze? C Roth, MR Brust. ST Computer, 1992.
CAD-Funktionen à la Carte. C Roth and MR Brust. ST Computer, 1992.
Gestatten, Feigenbaum! Begegnung mit dem Chaos. Dynamische Systeme und Experimentelle Mathematik. MR Brust, C. Roth. ST Computer, 1992.
ROM-Power am ST. C. Roth, MR Brust. ST Computer, 1992.