Luca Hermes
PEVZ-ID
8 Publikationen
-
2024 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2992337A Water Futures Approach on Water Demand Forecasting with Online Ensemble LearningPUB | PDF | DOI
Zanutto D, Michalopoulos C, Chatzistefanou G-A, Vamvakeridou-Lyroudia L, Tsiami L, Glynis K, Samartzis P, Hermes L, Hinder F, Vaquet J, Vaquet V, et al. (2024)
In: The 3rd International Joint Conference on Water Distribution Systems Analysis & Computing and Control for the Water Industry (WDSA/CCWI 2024). Basel Switzerland: MDPI: 60. -
2024 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2988175Physics-Informed Graph Neural Networks for Water Distribution SystemsPUB | WoS
Ashraf MI, Strotherm J, Hermes L, Hammer B (2024)
In: THIRTY-EIGHTH AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE, VOL 38 NO 20. Palo alto: Assoc Advancement Artificial Intelligence. -
2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2979703AutoML technologies for the identification of sparse classification and outlier detection modelsPUB | DOI | WoS
Liuliakov A, Hermes L, Hammer B (2023)
Applied Soft Computing 133: 109942. -
2023 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2983455One-Class Intrusion Detection with Dynamic GraphsPUB | DOI
Liuliakov A, Schulz A, Hermes L, Hammer B (2023)
In: Artificial Neural Networks and Machine Learning – ICANN 2023. 32nd International Conference on Artificial Neural Networks, Heraklion, Crete, Greece, September 26–29, 2023, Proceedings, Part IV. Iliadis L, Papaleonidas A, Angelov P, Jayne C (Eds); Lecture Notes in Computer Science. Cham: Springer Nature Switzerland: 537-549. -
2023 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2984049Spatial Graph Convolution Neural Networks for Water Distribution SystemsPUB | DOI
Ashraf I, Hermes L, Artelt A, Hammer B (2023)
In: Advances in Intelligent Data Analysis XXI. 21st International Symposium on Intelligent Data Analysis, IDA 2023, Louvain-la-Neuve, Belgium, April 12–14, 2023, Proceedings. Crémilleux B, Hess S, Nijssen S (Eds); Lecture Notes in Computer Science. Cham: Springer Nature Switzerland: 29-41. -
2023 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2983406Adversarial Attacks on Leakage Detectors in Water Distribution NetworksPUB | DOI | Preprint
Stahlhofen P, Artelt A, Hermes L, Hammer B (2023)
In: Advances in Computational Intelligence. 17th International Work-Conference on Artificial Neural Networks, IWANN 2023, Ponta Delgada, Portugal, June 19–21, 2023, Proceedings, Part II. Rojas I, Joya G, Catala A (Eds); Lecture Notes in Computer Science. Cham: Springer Nature Switzerland: 451-463. -
2023 | Zeitschriftenaufsatz | E-Veröff. vor dem Druck | PUB-ID: 2981972Metropolitan Segment Traffic Speeds From Massive Floating Car Data in 10 CitiesPUB | DOI | WoS
Neun M, Eichenberger C, Xin Y, Fu C, Wiedemann N, Martin H, Tomko M, Ambühl L, Hermes L, Kopp M (2023)
IEEE Transactions on Intelligent Transportation Systems . -
2021 | Konferenzbeitrag | PUB-ID: 2958664Application of Graph Convolutions in a Lightweight Model for Skeletal Human Motion ForecastingPUB | arXiv
Hermes L, Hammer B, Schilling M (2021)
In: ESANN 2021 proceedings, European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning. . 111-116.